{"meta":{"query_hash":"7ec3c87b5b52","filters":{"venue":"MacSphere (McMaster University)"},"cohort_total":2333,"direct_labels_cover":3,"predictions_cover":2333,"exported":2333,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7ec3c87b5b52","api":"https://metacan.xera.ac/api/v1/cohort?venue=MacSphere+%28McMaster+University%29"},"results":[{"id":"W1019806515","doi":"","title":"Volunteerism in Context: A Comparison on Habitat for Humanity Canada Programs","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanity; Context (archaeology); Habitat; Geography; Environmental ethics; Sociology; Environmental resource management; Political science; Ecology; Archaeology; Environmental science; Biology; Law; Philosophy","score_opus":0.03088898298197828,"score_gpt":0.2593627985124377,"score_spread":0.22847381553045942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1019806515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19147931,0.000106243264,0.000019662693,0.00030458925,0.0007649371,0.0013296523,0.000013853106,0.00009775404,0.805884],"genre_scores_gemma":[0.40507728,0.000015882488,0.0000794053,0.00021352747,0.00007406758,0.000018827075,0.00029399796,0.00003029133,0.59419674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807686,0.0005024442,0.00021867854,0.00033132226,0.0004040136,0.00046666162],"domain_scores_gemma":[0.9989778,0.00021014687,0.00022601592,0.00024989652,0.00019757924,0.0001385952],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026871744,0.0002656689,0.00038091876,0.00013896902,0.00083030725,0.00013881612,0.0007533533,0.0002712234,0.008524766],"category_scores_gemma":[0.00004045226,0.00032286224,0.00010451551,0.0003717097,0.00005760655,0.0001355364,0.000052132295,0.0007422337,0.00003178014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045027092,0.00038736683,0.0051624076,0.00027551234,0.00012887953,0.000025432659,0.05556139,0.0000731682,0.0000053676295,0.011690638,0.012498483,0.9137411],"study_design_scores_gemma":[0.0005471253,0.00011576731,0.0029996962,0.00023459512,0.000035041387,3.298135e-8,0.28815046,0.000061349434,0.000007787082,0.000040888604,0.7075479,0.00025933166],"about_ca_topic_score_codex":0.8833205,"about_ca_topic_score_gemma":0.99878144,"teacher_disagreement_score":0.9134818,"about_ca_system_score_codex":0.0010385418,"about_ca_system_score_gemma":0.000662739,"threshold_uncertainty_score":0.99992234},"labels":[],"label_agreement":null},{"id":"W1042551249","doi":"","title":"Living With HIV/AIDS: a gay man's autoethnography","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Human immunodeficiency virus (HIV); Psychology; Psychoanalysis; Gender studies; Homosexuality; Sociology; Medicine; Virology","score_opus":0.016490153325239357,"score_gpt":0.26658715364476715,"score_spread":0.2500970003195278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1042551249","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0318479,0.00030449918,0.00031574137,0.0001020536,0.001306193,0.0004138149,0.000043296797,0.0002806932,0.9653858],"genre_scores_gemma":[0.013911526,0.00008629892,0.00040325895,0.00027721838,0.00049277704,0.0000053869862,0.00022399842,0.00012538613,0.9844741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723613,0.0004024196,0.00030894828,0.000885077,0.0003648577,0.0008025387],"domain_scores_gemma":[0.9982225,0.00014904118,0.00043306535,0.0007257696,0.00015092595,0.0003187454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016932067,0.0005867642,0.0005992721,0.00083724956,0.00039709054,0.00011474074,0.0007811133,0.0007391752,0.14386922],"category_scores_gemma":[0.000010583045,0.00061915535,0.00029662583,0.0009903111,0.00013144937,0.00023955977,0.00007953283,0.000820557,0.0015728029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016114763,0.00091207284,0.2937096,0.007390126,0.002214044,0.0009630582,0.023814792,0.000025202578,0.000029852523,0.045431998,0.12943147,0.4944663],"study_design_scores_gemma":[0.0016529186,0.0005427551,0.09661112,0.000491528,0.0009599077,0.0000217316,0.0121111795,0.000008855945,0.0000024903643,0.00013854614,0.886312,0.0011469366],"about_ca_topic_score_codex":0.003408797,"about_ca_topic_score_gemma":0.009785171,"teacher_disagreement_score":0.7568806,"about_ca_system_score_codex":0.00014851683,"about_ca_system_score_gemma":0.00017375627,"threshold_uncertainty_score":0.999626},"labels":[],"label_agreement":null},{"id":"W104549032","doi":"","title":"Applying System-Theoretic Accident Model and Processes (STAMP) to Hazard Analysis","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Hazard analysis; Computer science; Hazard; Engineering; Reliability engineering; Chemistry","score_opus":0.03195980377227678,"score_gpt":0.28185035936733327,"score_spread":0.2498905555950565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104549032","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17737666,0.00087457406,0.13723737,0.0004021528,0.0004938674,0.0021034756,0.00014513997,0.00023969651,0.6811271],"genre_scores_gemma":[0.5246642,0.000069137976,0.0016087623,0.00007014309,0.000053219832,0.0000152288585,0.000067499095,0.00003142177,0.47342035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591804,0.00022498742,0.0006462316,0.0011934014,0.0014835472,0.00053379417],"domain_scores_gemma":[0.99703866,0.00032952297,0.00045792302,0.0007900218,0.00074789795,0.00063597935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008248476,0.00048092133,0.0011080479,0.0023164179,0.00042716757,0.0004846762,0.0013645862,0.00031095115,0.011796717],"category_scores_gemma":[0.0002826746,0.00043345682,0.00042331178,0.007918585,0.000043114724,0.0005032535,0.00031457178,0.0002512506,0.00050915015],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010530534,0.00010264922,0.048834465,0.0005593383,0.0023699687,0.000095813004,0.014157991,0.11785695,0.00011897474,0.00639846,0.0015231197,0.80692923],"study_design_scores_gemma":[0.0022345735,0.00037572047,0.05197329,0.0013547228,0.032825552,0.00001837485,0.36641127,0.08013722,0.00070746813,0.0059361653,0.45181757,0.0062080487],"about_ca_topic_score_codex":0.00017367564,"about_ca_topic_score_gemma":0.01283599,"teacher_disagreement_score":0.80072117,"about_ca_system_score_codex":0.00023502714,"about_ca_system_score_gemma":0.00018963688,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W105639695","doi":"","title":"Residents' Reappraisal of a Landfill: A Case Study in Stoney Creek, Ontario","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Engineering","score_opus":0.021682769934047465,"score_gpt":0.28517301535828377,"score_spread":0.2634902454242363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105639695","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55863744,0.00007716943,8.547012e-7,0.000010142721,0.00014456436,0.00038452187,0.000015748776,0.000015247556,0.44071433],"genre_scores_gemma":[0.3878585,0.000060268092,0.000044666467,0.000015401005,0.000045938436,0.0000023171197,0.00007361042,0.000016217042,0.6118831],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982757,0.00027739385,0.0003057528,0.00035969145,0.00042516834,0.00035630987],"domain_scores_gemma":[0.9993249,0.000097294316,0.00024621247,0.00018145617,0.000037902428,0.00011219717],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022401773,0.00019407771,0.00037987303,0.00020287104,0.00030429423,0.000047993486,0.00028948407,0.00028804093,0.02345624],"category_scores_gemma":[0.000015997877,0.00025808817,0.00008572369,0.0003408435,0.000117450196,0.00026750957,0.00005403934,0.00038620626,0.0000143508605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034680267,0.000813006,0.85050756,0.0005137526,0.000062155166,0.0076822997,0.12936425,0.000021823611,0.0000037506675,0.000681523,0.0007196658,0.00928341],"study_design_scores_gemma":[0.0011603676,0.00016870593,0.28603625,0.0003155256,0.00019571783,0.0000075338107,0.64658463,8.3933173e-7,0.0000034330362,0.000015625392,0.06522673,0.00028464795],"about_ca_topic_score_codex":0.96533763,"about_ca_topic_score_gemma":0.9995172,"teacher_disagreement_score":0.5644713,"about_ca_system_score_codex":0.00046747542,"about_ca_system_score_gemma":0.00052008295,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W1146551792","doi":"","title":"Three Essays on Labour and Health Economics","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health economics; Economics; Neoclassical economics; Positive economics; Sociology; Data science; Computer science; Health care; Economic growth","score_opus":0.03900699883730384,"score_gpt":0.2324843310395149,"score_spread":0.19347733220221108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1146551792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073363003,0.0006233752,0.0007952514,0.0036589347,0.00078387547,0.00044905744,0.00023057213,0.000067136374,0.9860555],"genre_scores_gemma":[0.09804429,0.0024403995,0.00046736296,0.003649907,0.00032584107,0.0000046816913,0.00030740665,0.00010223249,0.89465785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984699,0.000023157923,0.00040636153,0.00065749907,0.00003017092,0.0004129453],"domain_scores_gemma":[0.9988595,0.000026908172,0.0005370985,0.00034548237,0.000019894354,0.00021107886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030723037,0.00029999178,0.00060686975,0.00038927072,0.00019998,0.00007983282,0.00030079432,0.00026186256,0.010622733],"category_scores_gemma":[0.000009828737,0.00041028784,0.00010633931,0.00017631278,0.000026629034,0.0001286567,0.000071653645,0.0003089522,0.0005139798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004051128,0.000027959768,0.00079614844,0.00036086745,0.000061875005,0.0000043343007,0.00024292475,0.000020020645,3.544263e-8,0.8128172,0.0016493697,0.18397874],"study_design_scores_gemma":[0.00061372924,0.00017096949,0.011882919,0.000088578774,0.000009022659,5.6500596e-7,0.0003875912,0.00017158125,0.0000017371789,0.021327736,0.9649751,0.0003704483],"about_ca_topic_score_codex":0.008783815,"about_ca_topic_score_gemma":0.030007584,"teacher_disagreement_score":0.96332574,"about_ca_system_score_codex":0.00034015058,"about_ca_system_score_gemma":0.00007033727,"threshold_uncertainty_score":0.9998349},"labels":[],"label_agreement":null},{"id":"W140526978","doi":"","title":"Immunological Changes in Response to Acute Exercise, Considering Puberty and Sex","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Medicine; Internal medicine; Immunology; Endocrinology","score_opus":0.01958560513022208,"score_gpt":0.2545515240505591,"score_spread":0.234965918920337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140526978","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8880662,0.0007301937,0.0000023260588,0.0006117179,0.00008400112,0.0006470972,0.000023364037,0.00008167338,0.10975346],"genre_scores_gemma":[0.19393444,0.0023081445,0.00059984555,0.00046468675,0.00005747121,0.000008267404,0.00010301504,0.000037170095,0.80248696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984652,0.00016548793,0.00019365443,0.0005849431,0.00019183419,0.00039888336],"domain_scores_gemma":[0.9991004,0.00026121186,0.00008396383,0.00025738368,0.00005748745,0.00023958163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014447999,0.00035795086,0.00073551293,0.0003968648,0.00008438251,0.00003294855,0.00017257241,0.0004997323,0.018332675],"category_scores_gemma":[0.00009795547,0.00031963232,0.00009827993,0.00046289738,0.000065945496,0.000083508574,0.00014115716,0.00046988533,0.000060979044],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06593512,0.00020735334,0.0016619137,0.00022290194,0.00018118626,0.0025028158,0.002160179,0.0000065152453,0.067758456,0.00008112899,0.00043536653,0.8588471],"study_design_scores_gemma":[0.004916295,0.0021201451,0.24250108,0.003050621,0.0007815481,0.000085047956,0.015569701,0.000027145263,0.01699388,0.000115796196,0.7125426,0.0012961737],"about_ca_topic_score_codex":0.000053838714,"about_ca_topic_score_gemma":0.0007912579,"teacher_disagreement_score":0.85755086,"about_ca_system_score_codex":0.0001525862,"about_ca_system_score_gemma":0.00011339614,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W144616233","doi":"","title":"Fashioning Gender: A Case Study of the Fashion Industry","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fashion industry; Gender studies; Sociology; Political science; Clothing; Law","score_opus":0.041432635259144764,"score_gpt":0.2221471431983026,"score_spread":0.18071450793915783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144616233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5593447,0.000009658584,2.0593257e-7,0.000008119741,0.0004794866,0.00033349398,0.000010164794,0.00003490116,0.43977925],"genre_scores_gemma":[0.5116986,0.0000022618326,0.0000022428867,0.000019005774,0.00007642596,0.000001580264,0.000017151857,0.000016325814,0.4881664],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875027,0.00015818476,0.00025306657,0.00032959622,0.00028931093,0.0002195732],"domain_scores_gemma":[0.9990563,0.00002697248,0.00034274757,0.00030391445,0.00019850353,0.000071606264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042415897,0.00030920096,0.00030409405,0.000109849745,0.0005816701,0.00016091886,0.00044830493,0.0003140555,0.1810389],"category_scores_gemma":[0.000007582884,0.00022632441,0.00018105624,0.00014604858,0.00008686135,0.00028518075,0.000107023734,0.0007500682,0.00007758532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007483204,0.00084001955,0.0019252057,0.000448629,0.0006343938,0.0015702192,0.822481,0.00004314582,0.000121569734,0.034724046,0.005251024,0.13188592],"study_design_scores_gemma":[0.0005607602,0.0000946692,0.0005706485,0.0000996212,0.00020594127,0.000031049367,0.9062215,0.000011689377,0.000019600277,0.000011515242,0.0919003,0.00027267874],"about_ca_topic_score_codex":0.0007829981,"about_ca_topic_score_gemma":0.02916418,"teacher_disagreement_score":0.18096131,"about_ca_system_score_codex":0.00006680762,"about_ca_system_score_gemma":0.000055110133,"threshold_uncertainty_score":0.988551},"labels":[],"label_agreement":null},{"id":"W1480733249","doi":"","title":"Communal Violence, Trauma and Indian Women: Fictional Representations of Women in Manju Kapur's A Married Woman and Anita Rau Badami's Can You Hear the Nightbird Call?","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Gender studies; History; Sociology","score_opus":0.012065288089249806,"score_gpt":0.19181254687112764,"score_spread":0.17974725878187783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480733249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7432691,0.00014384842,3.232704e-7,0.000091928814,0.00013794858,0.0003010228,0.0001828684,0.000024193101,0.25584877],"genre_scores_gemma":[0.6933966,0.00006785662,0.000012350788,0.00010736267,0.00009279375,0.000012823283,0.00018558632,0.00002804974,0.30609658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863315,0.00014352467,0.00026041333,0.00034849514,0.00020091323,0.00041351255],"domain_scores_gemma":[0.9992322,0.00004834148,0.00020576957,0.00024527384,0.0000925141,0.00017594938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011984856,0.00029659935,0.00039037474,0.00024326159,0.00044394814,0.000113257025,0.00029510446,0.00017806352,0.025089512],"category_scores_gemma":[0.000009016436,0.0002452382,0.000069481524,0.00016427352,0.00031435382,0.00018686196,0.000067727095,0.00040937337,0.0000055438277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008797535,0.0001726055,0.012747981,0.00038491108,0.00032759286,0.0001229757,0.91582865,0.0000029604025,0.000014393701,0.019950943,0.00085485756,0.048712377],"study_design_scores_gemma":[0.0014980407,0.00021760832,0.04941308,0.00027949028,0.000080341786,0.000009158119,0.7741497,0.000008076276,0.000013664389,0.0012092221,0.17271614,0.00040545544],"about_ca_topic_score_codex":0.0022485545,"about_ca_topic_score_gemma":0.043841917,"teacher_disagreement_score":0.17186128,"about_ca_system_score_codex":0.00016457315,"about_ca_system_score_gemma":0.00009379494,"threshold_uncertainty_score":1},"labels":[],"label_agreement":null},{"id":"W1481618968","doi":"","title":"Genome-wide variation in the distribution of transposable and repetitive elements in the Western Clawed Frog (Silurana tropicalis)","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Transposable element; Evolutionary biology; Biology; Variation (astronomy); Genome; Genetics; Gene; Physics","score_opus":0.012496372826324554,"score_gpt":0.18569225658975294,"score_spread":0.1731958837634284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481618968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97565204,0.00005753078,0.000010199012,0.00033028494,0.000042651303,0.00044442608,0.00016720609,0.000006514279,0.02328916],"genre_scores_gemma":[0.9879112,0.00009760989,0.00001504365,0.00006259229,0.000034621997,0.0000044427693,0.0012245103,0.0000011042891,0.010648866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894935,0.00025350432,0.00022531285,0.00024640656,0.00016791033,0.00015749743],"domain_scores_gemma":[0.9995809,0.00013590857,0.00015262028,0.000066039865,0.00004226461,0.000022231947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014318101,0.0001403386,0.00017147644,0.000018807777,0.000105245075,0.000030441812,0.00032776233,0.00014701436,0.0025889312],"category_scores_gemma":[0.000011502276,0.00005830199,0.00006380296,0.00044758263,0.00003320185,0.00009957853,0.000016461641,0.0001694098,0.0000035418352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012919272,0.0011932476,0.80830526,0.00022530275,0.00018619845,0.000107236585,0.038996823,0.00004147301,0.010065569,0.008570068,0.00005729825,0.1309596],"study_design_scores_gemma":[0.00036125982,0.00012836559,0.9683106,0.00004743032,0.000060488826,9.3369476e-7,0.004953517,0.000013130738,0.000049021255,0.00036772588,0.025592647,0.00011488866],"about_ca_topic_score_codex":0.0013307986,"about_ca_topic_score_gemma":0.048287377,"teacher_disagreement_score":0.16000533,"about_ca_system_score_codex":0.0000333218,"about_ca_system_score_gemma":0.000012527,"threshold_uncertainty_score":0.99832284},"labels":[],"label_agreement":null},{"id":"W1482185768","doi":"","title":"Communities of Faith: The Presence of the Spirit in Congregational Dynamics and the Practice of Stewardship","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Faith; Environmental ethics; Dynamics (music); Sociology; Environmental stewardship; Political science; Theology; Philosophy; Environmental resource management; Law; Pedagogy; Environmental science","score_opus":0.013326893762614507,"score_gpt":0.24739373263437406,"score_spread":0.23406683887175955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482185768","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4029787,0.0012500217,0.000033033346,0.0020186058,0.00035977195,0.0008716018,0.000039452927,0.000008438737,0.59244037],"genre_scores_gemma":[0.9632236,0.0020360667,0.00014259986,0.000050104198,0.000014808604,0.000001458792,0.000016853435,0.000006831061,0.034507703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838114,0.00067082327,0.00024044553,0.000098275275,0.00048929214,0.000120027085],"domain_scores_gemma":[0.9978144,0.0010846608,0.00054354465,0.0002000236,0.0003373346,0.00002004042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067077175,0.00011087728,0.00022316888,0.000041026764,0.00030224537,0.000025823616,0.00070276554,0.0001489524,0.00049632514],"category_scores_gemma":[0.00018188926,0.000070455266,0.00010324627,0.0004683274,0.0012762899,0.00016555146,0.000108403474,0.0002600381,3.3692726e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043236034,0.0000912875,0.008053527,0.00028232654,0.0001689668,0.0000016183956,0.6877387,0.00028828628,0.000004388086,0.29922214,0.00034077387,0.0033756297],"study_design_scores_gemma":[0.00081923074,0.00001809047,0.018807832,0.00033128238,0.00008921758,4.914778e-7,0.9664774,0.000051396895,0.00004362539,0.0032654596,0.010002902,0.000093070244],"about_ca_topic_score_codex":0.055193964,"about_ca_topic_score_gemma":0.12357654,"teacher_disagreement_score":0.56024486,"about_ca_system_score_codex":0.00014545994,"about_ca_system_score_gemma":0.0005993642,"threshold_uncertainty_score":0.9510976},"labels":[],"label_agreement":null},{"id":"W1484142035","doi":"","title":"Long-Term Care Personal Support: \"There's a System at Work\"","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Work (physics); Psychology; Engineering; Physics; Mechanical engineering","score_opus":0.030322773459200522,"score_gpt":0.29692166536809295,"score_spread":0.2665988919088924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484142035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07196609,0.0007099106,0.00002408954,0.00040209666,0.0013558592,0.00047928217,0.000039911105,0.00027009175,0.92475265],"genre_scores_gemma":[0.3249539,0.00012470651,0.00002389468,0.00008088672,0.0003414935,0.0000015672294,0.00043781317,0.00003952403,0.6739962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738675,0.00025118046,0.00031280544,0.00058994023,0.00078229135,0.0006770501],"domain_scores_gemma":[0.9985255,0.000065124805,0.00033980628,0.00021922115,0.0005171925,0.00033316208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002549741,0.00035063468,0.00039675873,0.00033253277,0.00075215934,0.00009610314,0.00054104865,0.00089977426,0.099848695],"category_scores_gemma":[0.000012485224,0.00042863702,0.0002171014,0.0009959376,0.00013206134,0.00019192109,0.00006398695,0.00049709645,0.00053168746],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005634305,0.00006298404,0.01939224,0.00199358,0.00016459786,0.0014060321,0.11428921,3.698781e-7,0.0000062444165,0.0117934635,0.003007029,0.8473208],"study_design_scores_gemma":[0.0004281629,0.000041432722,0.0069539654,0.000503301,0.00006409218,0.0000023330963,0.34815153,5.6092796e-7,0.000012308497,0.0000016444523,0.64342254,0.00041815467],"about_ca_topic_score_codex":0.00048115716,"about_ca_topic_score_gemma":0.10053863,"teacher_disagreement_score":0.84690267,"about_ca_system_score_codex":0.0022184786,"about_ca_system_score_gemma":0.0006911832,"threshold_uncertainty_score":0.99981654},"labels":[],"label_agreement":null},{"id":"W1484515970","doi":"","title":"Disproportionate Impact? School Discipline in a Neo-Liberal State","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Political science; Liberal arts education; School discipline; Public administration; Sociology; Law; Higher education; Computer science","score_opus":0.020111131362445314,"score_gpt":0.320542376451317,"score_spread":0.3004312450888717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484515970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33981252,0.00009207725,0.000013367381,0.00074785686,0.00044320457,0.00041404561,0.00006547825,0.000081224185,0.65833026],"genre_scores_gemma":[0.1442397,0.00019992905,0.00012434984,0.00006596658,0.00038271808,0.0000040948935,0.0006158233,0.00003296041,0.8543345],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976406,0.00029417954,0.0004263708,0.00054543896,0.00051168667,0.00058172684],"domain_scores_gemma":[0.9987328,0.00005070359,0.0003639683,0.0002701056,0.00020544633,0.00037698008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003747039,0.00033433046,0.00038930358,0.00035477392,0.0004003451,0.00015426619,0.00055119634,0.00031078223,0.17966424],"category_scores_gemma":[0.00007614994,0.0003540658,0.00023408051,0.00116487,0.00011819325,0.00085949985,0.000078711106,0.00054370495,0.00028390897],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013453453,0.0014637951,0.21775353,0.0003047851,0.00032165373,0.00018229116,0.093055055,0.0009243148,0.00011904977,0.014987879,0.018900756,0.65064156],"study_design_scores_gemma":[0.0014200045,0.00008104029,0.34039214,0.00027233618,0.0000972755,6.4120604e-7,0.09138619,0.0000631187,0.000034091223,0.0022974194,0.56289816,0.0010575793],"about_ca_topic_score_codex":0.004657164,"about_ca_topic_score_gemma":0.23085697,"teacher_disagreement_score":0.64958394,"about_ca_system_score_codex":0.0010466413,"about_ca_system_score_gemma":0.0014734627,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W1484876688","doi":"","title":"The Geography of Urban Arson in Toronto","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arson; Geography; Urban geography; Economic geography; Regional science; Urban planning; Engineering; Civil engineering; Archaeology","score_opus":0.010894163908836251,"score_gpt":0.23116948212353047,"score_spread":0.22027531821469423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484876688","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0131901195,0.0011408062,0.000009288515,0.000036431935,0.00045556368,0.00017190247,0.0000060287693,0.000028780152,0.9849611],"genre_scores_gemma":[0.24821578,0.0003023803,0.00002811938,0.000018200031,0.00010729381,6.0595846e-7,0.00006297362,0.000014423468,0.7512502],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989784,0.000172582,0.0001440294,0.00015607588,0.00027357735,0.00027533877],"domain_scores_gemma":[0.9994511,0.00007489468,0.00018759024,0.0001234175,0.00008560421,0.0000773876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019966191,0.0001227476,0.00016105517,0.00007572477,0.00032989195,0.000041285693,0.0003988622,0.00022406562,0.032724325],"category_scores_gemma":[0.000022693052,0.000120560035,0.00009175553,0.0004478584,0.00008749509,0.00027597562,0.000022451111,0.00014895617,0.000013180035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003259749,0.00017223945,0.53950536,0.00011296974,0.00015508654,0.000016453823,0.066547886,0.0000063395164,0.000053894237,0.10352715,0.005191014,0.28438565],"study_design_scores_gemma":[0.00018862453,0.00001300076,0.07685292,0.0000676118,0.000037549074,4.8951495e-8,0.08628101,0.0000027699214,0.000016755377,0.000034237422,0.83635944,0.00014604745],"about_ca_topic_score_codex":0.016860168,"about_ca_topic_score_gemma":0.2417196,"teacher_disagreement_score":0.8311684,"about_ca_system_score_codex":0.00024143395,"about_ca_system_score_gemma":0.00010589993,"threshold_uncertainty_score":0.98968667},"labels":[],"label_agreement":null},{"id":"W1485749838","doi":"","title":"Storied Displacement, Storied Faith: Engaging Church-Based Activism in Canada with Refugee Fiction and Diaspora Studies","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Refugee; Faith; Displacement (psychology); Gender studies; Displaced person; Art; Sociology; Religious studies; Political science; Theology; Psychology; Philosophy; Law; Psychoanalysis","score_opus":0.020514932334536735,"score_gpt":0.24867932658316536,"score_spread":0.2281643942486286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485749838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91048265,0.0021813398,0.000053092834,0.000121428064,0.001249445,0.0005696465,0.0000139860795,0.00005935731,0.08526905],"genre_scores_gemma":[0.93654835,0.0014303749,0.00014645536,0.000038035392,0.00012238526,0.000006849625,0.000085235886,0.000030694282,0.06159162],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980152,0.00025377568,0.00019623897,0.00045071563,0.00059357757,0.00049049366],"domain_scores_gemma":[0.9990816,0.00015155187,0.0002753835,0.00014906752,0.00015237187,0.0001900133],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029615,0.0003282949,0.00039836302,0.00013627499,0.00067868095,0.000049775783,0.00020403219,0.00019536896,0.0015788779],"category_scores_gemma":[0.000027754248,0.00033526556,0.000048949325,0.0006063379,0.000110605615,0.00034417436,0.00003662242,0.00039007122,0.0000020908021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013603172,0.000176022,0.10324532,0.00071921997,0.0007785321,0.00016743317,0.8343595,0.00020148144,0.00008254178,0.0010223617,0.014510062,0.0433772],"study_design_scores_gemma":[0.0010782722,0.000035602716,0.09185616,0.00025139865,0.00011716646,2.111279e-7,0.7281222,0.000008249666,0.00004840704,0.000014904167,0.17798252,0.00048491763],"about_ca_topic_score_codex":0.81621736,"about_ca_topic_score_gemma":0.9741439,"teacher_disagreement_score":0.16347246,"about_ca_system_score_codex":0.0038472484,"about_ca_system_score_gemma":0.0022513845,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W1486335161","doi":"","title":"Experimental and Numerical Investigation of Solar Airflow Windows","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Public Works and Government Services Canada","keywords":"Airflow; Environmental science; Aerospace engineering; Computer science; Engineering; Mechanical engineering","score_opus":0.010629877079284856,"score_gpt":0.17635018970271596,"score_spread":0.1657203126234311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486335161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5711266,0.001907266,0.0014375146,0.0000035587204,0.00072294736,0.00029136226,0.000018656052,0.00062259496,0.42386952],"genre_scores_gemma":[0.9400699,0.000031585147,0.0007952696,0.0000031306956,0.00002780386,0.00000197941,0.00006710387,0.000046547095,0.05895666],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993826,0.000020052306,0.00015119193,0.00019906458,0.00010122518,0.00014587096],"domain_scores_gemma":[0.99967545,0.000010897482,0.000078092504,0.00015491093,0.00002701256,0.000053645952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000021832837,0.00021552494,0.0002719436,0.00015629892,0.00003995757,0.000013311624,0.00017089413,0.00033593187,0.0028030004],"category_scores_gemma":[0.0000029276698,0.00024384308,0.00006313569,0.00019539818,0.000045750632,0.00015200977,0.000036155972,0.00018240325,0.000008695893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047655415,0.00016904884,0.025597552,0.003253251,0.0017990462,0.00029858746,0.015444932,0.0016545306,0.24561515,0.016949046,0.0020784265,0.68666387],"study_design_scores_gemma":[0.0017836286,0.00036025792,0.010878149,0.00075907254,0.00026699895,0.000018420355,0.02571203,0.0036646924,0.8360092,0.0003521074,0.11868218,0.0015132505],"about_ca_topic_score_codex":0.0001606911,"about_ca_topic_score_gemma":0.00005874402,"teacher_disagreement_score":0.6851506,"about_ca_system_score_codex":0.000047480273,"about_ca_system_score_gemma":0.00001619189,"threshold_uncertainty_score":0.99810857},"labels":[],"label_agreement":null},{"id":"W1486859368","doi":"","title":"Evidence Brief: Coordinating the Use of Genetic Tests and Related Services in British Columbia","year":2012,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.019149556064595792,"score_gpt":0.21613947213508455,"score_spread":0.19698991607048877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486859368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948295,0.0018410893,0.00006992706,0.00004648722,0.00006396263,0.00014162678,0.000009551425,0.000005981613,0.0029919238],"genre_scores_gemma":[0.97137684,0.00022520559,0.0010938622,0.00007956739,0.00002399235,9.94193e-7,0.0000043538685,0.000010801417,0.02718436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993681,0.000089824745,0.00012194727,0.00018106255,0.00007082863,0.0001682838],"domain_scores_gemma":[0.99960256,0.000044008426,0.00008450127,0.00017091465,0.000055913108,0.000042132997],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008192872,0.00006237208,0.00008395665,0.000018305955,0.00007091631,0.00006052125,0.00015947115,0.000085795094,0.0014703403],"category_scores_gemma":[0.00003383655,0.00008834173,0.000026477954,0.00024060758,0.00011421828,0.000030471272,0.00019705093,0.00007030784,0.0000013569179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012508966,0.000026838685,0.8374928,0.000047613958,0.00003433419,0.000009239829,0.00027534936,0.00026050094,0.008437312,0.00000567833,0.00037609244,0.15302172],"study_design_scores_gemma":[0.00054425397,0.00006961458,0.8881751,0.00020609071,0.000044082495,0.000058300666,0.0008906281,0.00025373584,0.000980815,0.000012496855,0.108590096,0.00017478855],"about_ca_topic_score_codex":0.004354897,"about_ca_topic_score_gemma":0.038033288,"teacher_disagreement_score":0.15284693,"about_ca_system_score_codex":0.000035882837,"about_ca_system_score_gemma":0.000038264818,"threshold_uncertainty_score":0.99944246},"labels":[],"label_agreement":null},{"id":"W1488871432","doi":"","title":"Dialogue Summary: Engaging Health System Decision-makers in Supporting Comprehensive Chronic Pain Management in Provincial and Territorial Healthcare Systems in Canada","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Healthcare system; Business; Nursing; Public relations; Medicine; Political science; Knowledge management; Computer science","score_opus":0.013373202835147091,"score_gpt":0.22466371411460834,"score_spread":0.21129051127946125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488871432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978662,0.0010313954,0.0004275888,0.0007061572,0.0015468119,0.00394725,0.000026690916,0.00006180094,0.0135902725],"genre_scores_gemma":[0.9987965,0.000037551268,0.00034173467,0.00010489167,0.00011255131,0.00000692307,0.000020874746,0.000018123974,0.0005608408],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99756676,0.0007547962,0.0005105858,0.0004280191,0.00026520304,0.00047466045],"domain_scores_gemma":[0.9992144,0.00021087383,0.00016193266,0.00017745474,0.000039688406,0.00019563257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074556953,0.00019364283,0.00047593002,0.0003727821,0.00007337047,0.000012027794,0.00010511636,0.000086924534,0.000117386335],"category_scores_gemma":[0.00003329233,0.00020106442,0.000041022344,0.00049803127,0.00004137182,0.00011777046,0.00009742368,0.0003237186,0.0000010604634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008052314,0.00010674134,0.46053863,0.010612937,0.000048163845,0.0014622153,0.004195365,0.00023530601,0.00002682432,0.0011342603,0.00019707147,0.5206373],"study_design_scores_gemma":[0.014212946,0.0010579033,0.69191426,0.013109243,0.00003834404,0.000018878605,0.23964986,0.012293799,0.000004664564,0.00003903462,0.02694919,0.0007118674],"about_ca_topic_score_codex":0.88438,"about_ca_topic_score_gemma":0.9617799,"teacher_disagreement_score":0.51992536,"about_ca_system_score_codex":0.0055523776,"about_ca_system_score_gemma":0.0010913495,"threshold_uncertainty_score":0.99826515},"labels":[],"label_agreement":null},{"id":"W1490272742","doi":"","title":"ENCOUNTERING ANNE: JOURNEYS TO SAINTE ANNE DE BEAUPRÉ","year":2011,"lang":"fr","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Art; History; Humanities; Art history","score_opus":0.026380031730785028,"score_gpt":0.22699470549888096,"score_spread":0.20061467376809594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490272742","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025774464,0.0032300823,0.0009390642,0.00036486698,0.003052628,0.00045752848,0.00004953257,0.0001229364,0.9660089],"genre_scores_gemma":[0.045847803,0.0008001576,0.0008728636,0.00029753664,0.0007606049,0.000003079145,0.000027212933,0.00005563993,0.95133513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701315,0.00036905,0.00034176646,0.00068591343,0.0004887884,0.0011013014],"domain_scores_gemma":[0.9984443,0.00009936754,0.0003006842,0.00023058611,0.0003162248,0.00060879614],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003239312,0.00055112137,0.00063925417,0.00024126528,0.0014720864,0.00015362815,0.0010008671,0.00058717566,0.095663324],"category_scores_gemma":[0.0000901441,0.00068876584,0.00039015425,0.0013024404,0.00041657084,0.00048376276,0.00021004827,0.00056668586,0.0007318551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003863257,0.00033725984,0.0052614086,0.00034722305,0.0008366669,0.00056812336,0.40421942,0.00012616927,0.0003582608,0.101157226,0.027959313,0.45844263],"study_design_scores_gemma":[0.00038759876,0.00018320211,0.0025795787,0.00041354512,0.00021988482,0.0000017185745,0.12289337,0.000028684692,0.00010581162,0.00068649364,0.87181735,0.0006827682],"about_ca_topic_score_codex":0.04111533,"about_ca_topic_score_gemma":0.09703793,"teacher_disagreement_score":0.843858,"about_ca_system_score_codex":0.0018058842,"about_ca_system_score_gemma":0.00034964594,"threshold_uncertainty_score":0.99982786},"labels":[],"label_agreement":null},{"id":"W1491291477","doi":"","title":"DETERMINATION OF DECHLORANE PLUS AND RELATED COMPOUNDS IN THE ENVIRONMENT","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Dalian Maritime University; Harbin Institute of Technology; McMaster University","keywords":"Environmental chemistry; Chemistry; Environmental science","score_opus":0.005969038481770973,"score_gpt":0.16329361260473896,"score_spread":0.157324574122968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491291477","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36324227,0.00003699764,0.000043640044,0.0000060977377,0.000028418966,0.00010406021,0.0000031288157,0.000008771396,0.6365266],"genre_scores_gemma":[0.83091605,0.000054115433,0.00026401246,0.000006012228,0.0000044490926,9.523998e-7,0.0000702132,0.000011839592,0.16867234],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943006,0.00001791762,0.00012222191,0.00019126105,0.00013196572,0.0001065844],"domain_scores_gemma":[0.99973667,0.000025613988,0.00008420847,0.00012173534,0.0000018441879,0.000029939354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004852229,0.00012690217,0.0001308035,0.000022849092,0.000028559305,0.0000058119053,0.00021476137,0.00015311604,0.024064494],"category_scores_gemma":[0.00000298821,0.00011969196,0.000036545298,0.00013326676,0.00006537608,0.00007699777,0.000055906658,0.00018032521,0.000014892254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066406437,0.00050264556,0.008993594,0.0010812329,0.00010207754,0.0004542524,0.025853993,0.0018871683,0.2295261,0.0006253044,0.00021242516,0.7300971],"study_design_scores_gemma":[0.013289206,0.00063790183,0.13549134,0.0018247806,0.0013526636,0.0001570604,0.045789722,0.019221133,0.39156187,0.004191188,0.38149294,0.0049901707],"about_ca_topic_score_codex":0.00009544768,"about_ca_topic_score_gemma":0.00009746431,"teacher_disagreement_score":0.72510695,"about_ca_system_score_codex":0.00011040026,"about_ca_system_score_gemma":0.0000041254666,"threshold_uncertainty_score":0.9768276},"labels":[],"label_agreement":null},{"id":"W1491554405","doi":"","title":"Online Process Monitoring of Discrete Part Manufacturing Using Multivariate Analysis","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multivariate statistics; Multivariate analysis; Process (computing); Computer science; Manufacturing engineering; Industrial engineering; Engineering; Machine learning; Programming language","score_opus":0.012582607527742543,"score_gpt":0.22968743907521474,"score_spread":0.2171048315474722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491554405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427976,0.00014493248,0.010363523,0.0000025704485,0.0012056185,0.00031899178,0.00015151604,0.00033876093,0.044676486],"genre_scores_gemma":[0.9151008,0.00013457822,0.006840883,0.0000018021117,0.00026604332,0.0000016653432,0.0008977575,0.0001412061,0.07661524],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986676,0.000021955419,0.00034125062,0.00039006124,0.0002650396,0.00031411936],"domain_scores_gemma":[0.99922186,0.00002241199,0.00026778603,0.00027806612,0.00010472103,0.0001051596],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004671614,0.00041267963,0.00055896415,0.000552434,0.00011096706,0.00005312598,0.0003734841,0.000429329,0.0070223305],"category_scores_gemma":[0.0000062515633,0.00046688653,0.00022954907,0.00060150697,0.000022651286,0.00031411872,0.000038073875,0.0005368509,0.0000025896231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008323736,0.000052555606,0.0018063703,0.0017575681,0.001249757,0.000023057846,0.001183094,0.94312483,0.0008935251,0.000008327984,0.0000024630197,0.04981519],"study_design_scores_gemma":[0.0026746856,0.000092928916,0.03535896,0.0023816694,0.011081751,0.0000045921347,0.013712145,0.40517733,0.50082844,0.00009195481,0.024742581,0.0038529814],"about_ca_topic_score_codex":0.00015012312,"about_ca_topic_score_gemma":0.00045552803,"teacher_disagreement_score":0.53794754,"about_ca_system_score_codex":0.00009445609,"about_ca_system_score_gemma":0.00003629523,"threshold_uncertainty_score":0.9997783},"labels":[],"label_agreement":null},{"id":"W1493923522","doi":"","title":"\"WARDEN\" OR \"NEIGHBOUR\": CAN POWER BE SHARED IN CHILD WELFARE?","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Power (physics); Psychology; Computer science; Political science; Physics; Law","score_opus":0.03358841104764638,"score_gpt":0.3039670430009809,"score_spread":0.2703786319533345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493923522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08758466,0.0001264103,0.0000032514167,0.00026708347,0.0013123152,0.0008865743,0.00022495387,0.00015128977,0.90944344],"genre_scores_gemma":[0.45167935,0.00010002686,0.000029570636,0.000076364886,0.0001124672,0.000009473845,0.00047633232,0.00007620926,0.54744023],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716544,0.00046667983,0.00050716114,0.0006731604,0.00033704287,0.0008505199],"domain_scores_gemma":[0.99859124,0.000085551124,0.0004333018,0.00040662105,0.00022159767,0.00026168185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015069504,0.0005130256,0.0010073812,0.0004127817,0.0010982018,0.000032945067,0.0007082908,0.0012290962,0.5092331],"category_scores_gemma":[0.000043683773,0.0005030998,0.00019582582,0.00076002616,0.000055430144,0.00022896183,0.00016901377,0.0014952192,0.00029617327],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006223886,0.0009710934,0.17186359,0.004413443,0.0008549933,0.004203586,0.59914607,0.0000061316537,0.000013335369,0.04170309,0.0023841627,0.16821662],"study_design_scores_gemma":[0.0014624587,0.00007617257,0.04611372,0.0009286952,0.000087397246,2.0584368e-7,0.3889843,0.0000017166377,0.000008198919,0.00005761299,0.5617059,0.00057365384],"about_ca_topic_score_codex":0.012017955,"about_ca_topic_score_gemma":0.5669678,"teacher_disagreement_score":0.5593217,"about_ca_system_score_codex":0.0004549176,"about_ca_system_score_gemma":0.0004018996,"threshold_uncertainty_score":0.9997421},"labels":[],"label_agreement":null},{"id":"W1493973864","doi":"","title":"MODELING AND SENSITIVITY/UNCERTAINTY ANALYSES OF ZED-2 BENCHMARK EXPERIMENTS USING DRAGON, DONJON & SUSD3D","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Benchmark (surveying); Sensitivity (control systems); Econometrics; Computer science; Engineering; Mathematics; Geography; Cartography","score_opus":0.028462732995069056,"score_gpt":0.230797610561177,"score_spread":0.20233487756610796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493973864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8252186,0.0004114615,0.0033115218,3.60852e-7,0.0003642722,0.00015086358,0.000027975979,0.00013194537,0.17038299],"genre_scores_gemma":[0.9936794,0.000117391486,0.0006844538,0.0000017524932,0.000053044805,2.935849e-7,0.00010049735,0.000090996306,0.005272148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906796,0.000025264906,0.00020479671,0.00028287325,0.00015412128,0.00026498118],"domain_scores_gemma":[0.999539,0.000016535627,0.00007031231,0.00020054838,0.000073569565,0.00010001042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041607324,0.00035011765,0.0004417286,0.000216994,0.00006317986,0.000030742223,0.00010352051,0.00021042071,0.0013173496],"category_scores_gemma":[0.000002729485,0.0004221006,0.00012006961,0.00027700973,0.000022305103,0.00023661884,0.000051892766,0.00024232536,0.0000024829085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000161541,0.00006639211,0.00011133336,0.0011794349,0.0009226533,0.00013942076,0.0029617804,0.6000517,0.34216833,0.00076405844,0.000026190257,0.051447164],"study_design_scores_gemma":[0.0005645201,0.000036956917,0.00011486515,0.0005582048,0.00041641746,0.00000625415,0.0037301867,0.97370267,0.016825322,0.00004738704,0.0031777439,0.00081946456],"about_ca_topic_score_codex":0.0012420587,"about_ca_topic_score_gemma":0.00021689574,"teacher_disagreement_score":0.373651,"about_ca_system_score_codex":0.000110359484,"about_ca_system_score_gemma":0.00002321308,"threshold_uncertainty_score":0.9998231},"labels":[],"label_agreement":null},{"id":"W1494087964","doi":"","title":"The Association of Antiretroviral Therapy and Hypertension among HIV-positive Individuals in Canada and Tanzania","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tanzania; Antiretroviral therapy; Human immunodeficiency virus (HIV); Medicine; Association (psychology); Cart; Environmental health; Demography; Family medicine; Geography; Psychology; Socioeconomics; Viral load; Sociology; Psychotherapist","score_opus":0.01084959783400675,"score_gpt":0.20675896033789412,"score_spread":0.19590936250388738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494087964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93493074,0.00052487024,7.22035e-7,0.000074838565,0.000060620037,0.00045048175,0.00004707824,0.0000069244816,0.06390375],"genre_scores_gemma":[0.86678475,0.0013159502,0.000045173358,0.000040200666,0.000008739178,0.0000018414867,0.00019328819,0.000016605663,0.13159347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991313,0.00007968897,0.00019951261,0.00022814024,0.00017958859,0.00018176426],"domain_scores_gemma":[0.99926406,0.00010952027,0.00029129325,0.00012732155,0.00012594821,0.00008184267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007146068,0.00015930898,0.00030423971,0.00010643082,0.00014616267,0.000010637732,0.000065088505,0.00017918379,0.00040503344],"category_scores_gemma":[0.00001292687,0.00013033763,0.000029631488,0.00022895547,0.000031511,0.00006900199,0.000021640433,0.00023888267,0.0000016551644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023294432,0.00004485199,0.8887126,0.000048065187,0.00015688853,0.000036602665,0.0006237599,1.961829e-7,0.00003437145,0.0001480006,0.00016065317,0.109801054],"study_design_scores_gemma":[0.0017851492,0.00017193977,0.9904825,0.00029783824,0.00014665734,0.0000034115494,0.0020028602,0.000030009916,0.00007915302,0.00002092555,0.0048748623,0.00010468794],"about_ca_topic_score_codex":0.42370155,"about_ca_topic_score_gemma":0.7206009,"teacher_disagreement_score":0.29689932,"about_ca_system_score_codex":0.0004111345,"about_ca_system_score_gemma":0.00043494653,"threshold_uncertainty_score":0.58013606},"labels":[],"label_agreement":null},{"id":"W1495386313","doi":"","title":"ROMANCING UTOPIA: THE PLACE OF NATHANIEL HAWTHORNE'S THE BLITHEDALE ROMANCE IN UTOPIAN THOUGHT","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Utopia; Romance; American literature; Art; Psychoanalysis; Art history; Literature; Aesthetics; Psychology","score_opus":0.019543180247485633,"score_gpt":0.21630976912451497,"score_spread":0.19676658887702933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495386313","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03529576,0.0014324308,0.0000036360923,0.0005191205,0.00051496906,0.00034171445,0.00004500309,0.00003184947,0.96181554],"genre_scores_gemma":[0.099937156,0.0005444974,0.000023971435,0.00010676279,0.00024401252,0.0000032043336,0.00003698044,0.000026830112,0.8990766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987679,0.00017739416,0.0002721046,0.00029222333,0.00024778472,0.00024259656],"domain_scores_gemma":[0.99903977,0.0002722433,0.0003035,0.00029139573,0.00006743724,0.000025642803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000169271,0.00025816544,0.00030961944,0.00010342277,0.00049872283,0.00012948962,0.000534627,0.000119677694,0.04532953],"category_scores_gemma":[0.0000049775413,0.00017454757,0.00015188385,0.00020065658,0.00015451378,0.0003422593,0.000036514768,0.00045814243,0.000039087616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013324698,0.00015641049,0.0007518655,0.00044949117,0.00041754256,0.00006958958,0.1356082,0.0003209817,0.000018930761,0.30678374,0.0021983874,0.5518924],"study_design_scores_gemma":[0.00039235858,0.000039082333,0.0016889208,0.00017036828,0.000116321164,0.0000011432758,0.04402234,0.00003864364,0.000031971686,0.0001676135,0.95313305,0.00019817887],"about_ca_topic_score_codex":0.0014205587,"about_ca_topic_score_gemma":0.13921845,"teacher_disagreement_score":0.95093465,"about_ca_system_score_codex":0.000045484863,"about_ca_system_score_gemma":0.00007019507,"threshold_uncertainty_score":0.95554316},"labels":[],"label_agreement":null},{"id":"W1495626663","doi":"","title":"Three essays in health economics: 1. An equilibrium model of waiting lists for medical care. 2. An evaluation of alternative econometric specifications for estimating a tobacco budget share equation. 3. The determinants of expenditures on tobacco in Canada","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Econometric model; Economics; Health economics; Econometrics; Health care; Structural equation modeling; Actuarial science; Mathematics; Statistics; Economic growth","score_opus":0.129054695060293,"score_gpt":0.37983690423204525,"score_spread":0.25078220917175226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495626663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835142,0.00026589664,0.0002697863,0.0001222738,0.00051895296,0.004856519,0.002443995,0.000011726573,0.007996657],"genre_scores_gemma":[0.9945798,0.00004662967,0.0026021209,0.00008291735,0.00013002774,0.00013538945,0.0019260265,0.000054231587,0.00044284388],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9961356,0.0005563934,0.0016464097,0.00059802574,0.0005290357,0.00053452386],"domain_scores_gemma":[0.99522156,0.0013306239,0.002132769,0.0004822631,0.00064630003,0.00018646871],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014409423,0.00031387745,0.00086681417,0.00063376233,0.00021362121,0.000009680377,0.0007997315,0.00033282168,0.0019992976],"category_scores_gemma":[0.00043059594,0.0003261407,0.000101988095,0.00035923114,0.000042800362,0.00035381044,0.00006079598,0.00040383555,0.0000010739944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020974444,0.00029407025,0.035501108,0.0045577777,0.00007126611,0.0000025846898,0.025419235,0.35225186,0.000003870956,0.0041628797,0.0002853663,0.57535255],"study_design_scores_gemma":[0.0025001273,0.00033018104,0.01352314,0.0024971082,0.000060652346,2.018267e-7,0.07322251,0.9061224,0.000057480578,0.0011719109,0.00023612982,0.00027817496],"about_ca_topic_score_codex":0.37734175,"about_ca_topic_score_gemma":0.98214954,"teacher_disagreement_score":0.6048078,"about_ca_system_score_codex":0.003686636,"about_ca_system_score_gemma":0.010444165,"threshold_uncertainty_score":0.99991906},"labels":[],"label_agreement":null},{"id":"W1497087233","doi":"","title":"Wildfire Impacts on Peatland Ecohydrology","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service","keywords":"Ecohydrology; Peat; Environmental science; Geography; Hydrology (agriculture); Physical geography; Ecology; Geology; Ecosystem; Biology; Archaeology; Geotechnical engineering","score_opus":0.007765956984552447,"score_gpt":0.1973489356393371,"score_spread":0.18958297865478463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497087233","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31981167,0.000034852215,0.0000032606881,0.00006299007,0.0004105205,0.00015471947,0.000013777845,0.00004840327,0.6794598],"genre_scores_gemma":[0.4548475,0.000045769488,0.00002468067,0.00014926524,0.00011807611,0.0000011475181,0.00042902151,0.00003122181,0.5443533],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983166,0.00010220494,0.00017289101,0.00054770906,0.00022194395,0.00063869264],"domain_scores_gemma":[0.9991641,0.000051822008,0.00019485634,0.00031153354,0.0000055315095,0.000272151],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008413185,0.00039171538,0.00038586825,0.00012290695,0.00020283613,0.000026196098,0.00045862206,0.0005472625,0.32111546],"category_scores_gemma":[0.000008804441,0.0003775303,0.00015041245,0.00027614267,0.00008371493,0.00020259108,0.0001274516,0.0004078902,0.0022989549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001756498,0.00053833873,0.5891708,0.000097200136,0.00028876044,0.00065982924,0.0019349243,0.00029882012,0.0015779318,0.00036887522,0.036063995,0.367244],"study_design_scores_gemma":[0.0008903499,0.00029389324,0.25510103,0.000034182056,0.00012566772,0.000014137978,0.00019783272,0.000043246702,0.00010783253,0.000063889376,0.74266446,0.0004634771],"about_ca_topic_score_codex":0.0005685758,"about_ca_topic_score_gemma":0.00966259,"teacher_disagreement_score":0.7066005,"about_ca_system_score_codex":0.0003117189,"about_ca_system_score_gemma":0.00002548044,"threshold_uncertainty_score":0.9998677},"labels":[],"label_agreement":null},{"id":"W1497231166","doi":"","title":"Urban Land Development and Road Development in Halifax-Dartmouth: A Spatial Analysis Using Parcel Level Data","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Transport engineering; Cartography; Urban planning; Land use; Regional science; Environmental planning; Civil engineering; Engineering","score_opus":0.06987534567965754,"score_gpt":0.27079366651503306,"score_spread":0.20091832083537553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497231166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788691,0.00029750454,0.0006442462,0.000021140198,0.00020650843,0.0003996221,0.00013662226,0.00005498241,0.11937027],"genre_scores_gemma":[0.6782189,0.000031437852,0.0031488498,0.000016668964,0.000089789544,0.0000012402293,0.0021605091,0.000026442769,0.31630617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975018,0.00016262727,0.0004269715,0.0008969692,0.0005320696,0.00047958302],"domain_scores_gemma":[0.9990365,0.000034006836,0.00026877775,0.00036959298,0.00008992922,0.0002012186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038633376,0.0003430561,0.0005425935,0.0004706823,0.0005732028,0.00015488695,0.00081427064,0.00035528507,0.014107139],"category_scores_gemma":[0.000019192874,0.00039234554,0.000079484875,0.001293665,0.000113313414,0.00048831926,0.00014185515,0.00029556933,0.000012903429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009424032,0.00012191924,0.6998431,0.00009349682,0.00040602262,0.00010346644,0.033741005,0.000010389837,0.000005232013,0.000019095263,0.000057290166,0.26550475],"study_design_scores_gemma":[0.00088439195,0.0000085155,0.7125142,0.00017683273,0.0007310049,1.6343479e-7,0.013646105,0.00046084044,0.000048003454,0.0000066104485,0.27072304,0.0008002746],"about_ca_topic_score_codex":0.030346638,"about_ca_topic_score_gemma":0.6961642,"teacher_disagreement_score":0.66581756,"about_ca_system_score_codex":0.00040788818,"about_ca_system_score_gemma":0.00068174955,"threshold_uncertainty_score":0.99985284},"labels":[],"label_agreement":null},{"id":"W1497304453","doi":"","title":"BODY IMAGE AND HIV: EXPLORING THE STORIES OF HIV-POSITIVE WOMEN","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Gender studies; Medicine; Psychology; Virology; Sociology","score_opus":0.051208461840576154,"score_gpt":0.3208204674057841,"score_spread":0.269612005565208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497304453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36344805,0.00018480263,0.00003041578,0.00015199292,0.0007615997,0.0006674536,0.000100127705,0.00005333813,0.63460225],"genre_scores_gemma":[0.023835836,0.00091083685,0.00025953125,0.00014343079,0.00022027829,0.000022316086,0.00011922337,0.000049924023,0.9744386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99771184,0.0007297355,0.00037328294,0.00038895596,0.00023773908,0.00055843784],"domain_scores_gemma":[0.99783134,0.00065427617,0.0007409687,0.00031469538,0.00028369002,0.00017499682],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039985185,0.00029881927,0.00049564766,0.00017616451,0.0012423444,0.00001850084,0.0003853188,0.00034367514,0.05037888],"category_scores_gemma":[0.00006159552,0.00026205764,0.00007170192,0.00029986765,0.00013765914,0.00081740355,0.00019835947,0.0012274664,0.00032423608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005796562,0.000388742,0.02609387,0.01266808,0.00084046734,0.00018618058,0.8367043,0.0000014947234,0.00064962043,0.024712045,0.007917383,0.084041245],"study_design_scores_gemma":[0.0008868287,0.00015487713,0.039325334,0.0010401723,0.00021509865,8.7057686e-7,0.5134851,0.0000052192268,0.00016328241,0.00014059737,0.44427022,0.0003124141],"about_ca_topic_score_codex":0.0011298296,"about_ca_topic_score_gemma":0.0038147245,"teacher_disagreement_score":0.43635282,"about_ca_system_score_codex":0.00024016041,"about_ca_system_score_gemma":0.00038443613,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W1497432038","doi":"","title":"Investigating gas phase processes in natural and hydrocarbon-contaminated groundwater","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; University of Waterloo; McMaster University","keywords":"Groundwater; Contamination; Environmental science; Natural (archaeology); Hydrocarbon; Natural gas; Waste management; Environmental chemistry; Environmental engineering; Petroleum engineering; Chemistry; Geology; Engineering; Geotechnical engineering; Ecology; Biology","score_opus":0.011860893362815267,"score_gpt":0.2166674390507458,"score_spread":0.20480654568793055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497432038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78766,0.0013488984,0.00004478425,0.000033422126,0.0002823484,0.00026343288,0.000008023752,0.00026955447,0.21008953],"genre_scores_gemma":[0.87599456,0.00024163151,0.00008988203,0.000021152624,0.00005127795,0.0000035090484,0.00059151073,0.00006554182,0.12294091],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875176,0.000060318667,0.00026965557,0.00036457536,0.00024398832,0.00030972337],"domain_scores_gemma":[0.9994538,0.000026224712,0.000085818676,0.00015069128,0.00011124053,0.00017225137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006616482,0.00037297042,0.00042655985,0.00048072523,0.00006386376,0.00009892463,0.00022661431,0.00028505106,0.0014785199],"category_scores_gemma":[0.000031743366,0.00039416412,0.00005968152,0.0010424748,0.00004510879,0.0004615191,0.000038076643,0.00048026073,0.000018201777],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007780585,0.0007646978,0.00479291,0.011277659,0.0023777653,0.001977017,0.07168935,0.028356474,0.020923305,0.00027238365,0.0030444514,0.85374594],"study_design_scores_gemma":[0.019654348,0.00056214107,0.0009339311,0.0033702205,0.0014341197,0.000040744257,0.07776347,0.63841736,0.01313637,0.0012779797,0.23772599,0.0056833127],"about_ca_topic_score_codex":0.00019884962,"about_ca_topic_score_gemma":0.008668348,"teacher_disagreement_score":0.84806263,"about_ca_system_score_codex":0.00019979024,"about_ca_system_score_gemma":0.000096471726,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W1497730443","doi":"","title":"Shady Transactions: Three Essays on the Underground Economy","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economy; Engineering; Economics","score_opus":0.02464812108866395,"score_gpt":0.23677843893207834,"score_spread":0.21213031784341438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497730443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033069314,0.00015717819,0.0004957095,0.0011978266,0.0006457669,0.00042048047,0.000039134808,0.00009643654,0.99364054],"genre_scores_gemma":[0.107005574,0.00029598072,0.000023901524,0.00029478333,0.00039941282,0.0000040884433,0.00003089241,0.000034112174,0.89191127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984515,0.00015903125,0.00016942194,0.0004505555,0.00035419053,0.00041530232],"domain_scores_gemma":[0.99894214,0.0003122353,0.00025445025,0.00029975074,0.00008145316,0.00010995683],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017044214,0.0003064193,0.00027811775,0.00010876472,0.0011541449,0.00022108386,0.0007122242,0.00036282573,0.12426317],"category_scores_gemma":[0.00001654831,0.00029691943,0.0002382044,0.0003824395,0.0001934412,0.0005465417,0.000012755452,0.0005350287,0.00023184602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003492586,0.00023579667,0.00017127473,0.00007640565,0.0003102821,0.000038873717,0.01709194,0.00015067036,0.00000867735,0.45161888,0.008251967,0.521696],"study_design_scores_gemma":[0.00029224303,0.000037014695,0.00032242504,0.00009090119,0.00010372981,4.1296323e-7,0.058536343,0.000020648205,0.000032353026,0.0025146077,0.93770003,0.00034925685],"about_ca_topic_score_codex":0.0059499294,"about_ca_topic_score_gemma":0.34185654,"teacher_disagreement_score":0.92944807,"about_ca_system_score_codex":0.0007111351,"about_ca_system_score_gemma":0.000391159,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W1499181481","doi":"","title":"Evidence Brief: Strengthening Public and Patient Engagement in Health Technology Assessment in Ontario","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Excellence; Government (linguistics); Health care; Political science; Stakeholder; Public relations; Public health; Stakeholder engagement; Health policy; Public administration; Medicine; Nursing","score_opus":0.23007844244846853,"score_gpt":0.33613014321449186,"score_spread":0.10605170076602333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499181481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82372093,0.0011544101,0.0061290837,0.06556843,0.0003129286,0.0011700582,0.000018202967,0.000084642306,0.10184131],"genre_scores_gemma":[0.9860948,0.00009317061,0.004842547,0.002471805,0.00001587379,0.000008080068,0.0000042549664,0.000015300515,0.0064541684],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967529,0.00056232646,0.0015690973,0.0005854877,0.000075484684,0.0004546842],"domain_scores_gemma":[0.99820983,0.00040827369,0.0009037642,0.00030912866,0.000024166016,0.00014485339],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054930337,0.00016479279,0.000611232,0.00078875996,0.00013414583,0.00006588695,0.0002540546,0.00011707236,0.0072124368],"category_scores_gemma":[0.00044602918,0.00023621386,0.0000361087,0.00045213685,0.000064082036,0.0005765374,0.00021935508,0.0004441814,0.000059391456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000095501255,0.000086639295,0.7767078,0.00011282611,0.000015958078,0.0000046919204,0.0030316035,0.00024874808,7.26147e-7,0.15956396,0.00023022782,0.059987232],"study_design_scores_gemma":[0.001450389,0.00027946263,0.2426771,0.0004392384,0.0000021301216,0.0000026400542,0.0088556,0.0040943758,0.0000010824413,0.002612278,0.73924875,0.00033695],"about_ca_topic_score_codex":0.03724872,"about_ca_topic_score_gemma":0.22872669,"teacher_disagreement_score":0.73901856,"about_ca_system_score_codex":0.002635394,"about_ca_system_score_gemma":0.0003322877,"threshold_uncertainty_score":0.9936951},"labels":[],"label_agreement":null},{"id":"W1500753031","doi":"","title":"Consulting The Experts: Towards A More Passenger-Friendly Accessible Transportation System","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Engineering; Business","score_opus":0.01067757500952905,"score_gpt":0.21598880324402836,"score_spread":0.20531122823449932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500753031","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10128933,0.00039768367,0.0037570542,0.00022008677,0.0015525692,0.0012520333,0.00038035627,0.0019048047,0.8892461],"genre_scores_gemma":[0.84902436,0.00007870336,0.0007329703,0.00008709114,0.00014415904,0.000022340391,0.0033640454,0.00009660372,0.14644971],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984807,0.00003675689,0.00044689229,0.000373148,0.0003251508,0.00033737646],"domain_scores_gemma":[0.9991749,0.000038399165,0.00016306345,0.00033373391,0.00019643108,0.000093468254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007841703,0.00041476972,0.00035214698,0.00022990366,0.00027205326,0.000102991966,0.00043973708,0.0003573164,0.004801969],"category_scores_gemma":[0.0000054067123,0.00039658026,0.0001824693,0.0009797981,0.00004452178,0.00036743362,0.0000035148394,0.00040405183,0.0000232324],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003515097,0.00017968964,0.00066471146,0.002971913,0.00089686335,0.00034015597,0.023262363,0.015903573,0.0030495916,0.026265064,0.008934163,0.9171804],"study_design_scores_gemma":[0.0016488358,0.00006520855,0.0313727,0.0007969407,0.00059890153,0.000005879971,0.120888144,0.002414777,0.002281723,0.000018119319,0.8387551,0.0011536807],"about_ca_topic_score_codex":0.00026776997,"about_ca_topic_score_gemma":0.005016148,"teacher_disagreement_score":0.9160267,"about_ca_system_score_codex":0.00023708127,"about_ca_system_score_gemma":0.0001083324,"threshold_uncertainty_score":0.9998486},"labels":[],"label_agreement":null},{"id":"W1501149656","doi":"","title":"Electromagnetic Modal Analysis of Circular-Rectangular Waveguide Structures for Combline Filter Design","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Modal analysis; Modal; Acoustics; Filter (signal processing); Engineering; Waveguide filter; Structural engineering; Physics; Materials science; Filter design; Electrical engineering; Finite element method; Composite material; Prototype filter","score_opus":0.012066658772677744,"score_gpt":0.1926513001857253,"score_spread":0.18058464141304756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501149656","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117733896,0.005748012,0.6297907,0.00002077819,0.0016402508,0.0022793193,0.00086276385,0.0011596743,0.24076459],"genre_scores_gemma":[0.44844738,0.0003215056,0.02586149,0.000021797705,0.00020568774,0.0000111799,0.0026858079,0.00033629578,0.52210885],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854237,0.000045725832,0.0003703397,0.0004029074,0.00021362863,0.00042500667],"domain_scores_gemma":[0.9991694,0.000094427625,0.00012234428,0.00036723362,0.0001415411,0.00010501927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000076532306,0.0004774695,0.0007797776,0.00088393997,0.00006132649,0.000036369813,0.00039937047,0.0003903684,0.014946],"category_scores_gemma":[0.000018627326,0.0005640126,0.000508649,0.0011645206,0.000026281792,0.000082555016,0.000018747674,0.000259422,0.00000548029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028834943,0.00008781688,0.000050515337,0.0022236896,0.01104848,0.00009331957,0.0014687981,0.78328854,0.124645315,0.0010838435,0.005339773,0.07038159],"study_design_scores_gemma":[0.0016282547,0.0003201895,0.0009574902,0.00019227376,0.008403466,0.0000064074015,0.0004492449,0.8510375,0.050908305,0.0002232141,0.08434084,0.0015327897],"about_ca_topic_score_codex":0.000034517958,"about_ca_topic_score_gemma":0.00009727727,"teacher_disagreement_score":0.6039292,"about_ca_system_score_codex":0.00014871983,"about_ca_system_score_gemma":0.000027260267,"threshold_uncertainty_score":0.9996811},"labels":[],"label_agreement":null},{"id":"W1501465644","doi":"","title":"A March From Selma to Canada: Canada and the Transnational Civil Rights Movement","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civil rights; Movement (music); Political science; Law; Public administration; Art","score_opus":0.007454957106564291,"score_gpt":0.2016831938170749,"score_spread":0.1942282367105106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501465644","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03567115,0.00021114195,0.000020778729,0.004683523,0.0009960823,0.0005641154,0.00037641573,0.00002281056,0.95745397],"genre_scores_gemma":[0.11805736,0.000022462313,0.00009409734,0.0011407513,0.00019465474,0.0000038708044,0.0001929473,0.000016311593,0.8802775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980716,0.0002382563,0.0001380357,0.00035177448,0.00091028766,0.00029004627],"domain_scores_gemma":[0.99910444,0.00014735396,0.00012094427,0.00013965265,0.00019739506,0.00029024077],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017265661,0.00019595205,0.00027296387,0.000034194276,0.00081711734,0.000045748842,0.0004435462,0.000113394235,0.012997476],"category_scores_gemma":[0.000013450432,0.00017931413,0.00006352034,0.0003431516,0.00020885159,0.00006686399,0.000026349824,0.00021942281,0.0000017056855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011958019,0.000090409645,0.0012578995,0.0000879398,0.0009098622,0.0002484569,0.18873397,0.00012511044,0.000023937064,0.08930344,0.58525836,0.13276479],"study_design_scores_gemma":[0.0006163399,0.000008990083,0.0014511443,0.00001552669,0.00006984935,6.354235e-8,0.07049306,0.000008885269,0.0000025286645,0.0004351675,0.9266796,0.00021885306],"about_ca_topic_score_codex":0.99941653,"about_ca_topic_score_gemma":0.9999953,"teacher_disagreement_score":0.3414212,"about_ca_system_score_codex":0.002371039,"about_ca_system_score_gemma":0.007322502,"threshold_uncertainty_score":0.9983051},"labels":[],"label_agreement":null},{"id":"W1501688637","doi":"","title":"Facial Resemblance Affects Behaviour and Attributions","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Attribution; Psychology; Social psychology; Cognitive psychology","score_opus":0.02537376570995998,"score_gpt":0.2862929284617297,"score_spread":0.26091916275176974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501688637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3290376,0.00065085443,0.00004397347,0.00008240412,0.0017581241,0.00042376487,0.00020065457,0.00015298181,0.6676496],"genre_scores_gemma":[0.25061843,0.000032451513,0.0000643951,0.000042509833,0.00014223545,0.0000067845986,0.00068801455,0.00003821279,0.74836695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824053,0.00016041899,0.00017962448,0.00077373505,0.00017525599,0.00047043536],"domain_scores_gemma":[0.99916226,0.000040528565,0.00018995446,0.00036063444,0.00008029536,0.00016632912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007456778,0.00038070022,0.0003684049,0.00030104184,0.00045633892,0.00003348965,0.0003636008,0.0008607664,0.14981495],"category_scores_gemma":[0.000005711874,0.0004733483,0.0001512369,0.00032439514,0.0001846126,0.00016456752,0.000057435118,0.000741544,0.0006619583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054404913,0.0028659927,0.3418775,0.0004959727,0.0012579819,0.0059812427,0.018532671,0.000019284962,0.0008810764,0.2567254,0.07362055,0.29230186],"study_design_scores_gemma":[0.0025814604,0.00029682065,0.7884511,0.00016990342,0.00047009173,0.000056951867,0.0052320063,3.8808838e-7,0.00003046552,0.0004504686,0.20156774,0.00069260405],"about_ca_topic_score_codex":0.00018917864,"about_ca_topic_score_gemma":0.002544401,"teacher_disagreement_score":0.44657362,"about_ca_system_score_codex":0.0002055566,"about_ca_system_score_gemma":0.00009993598,"threshold_uncertainty_score":0.99977183},"labels":[],"label_agreement":null},{"id":"W1503322632","doi":"","title":"The Risk/Reintegration Dichotomy for Community Based Federally Sentenced Women: Oppression in the Name of Justice","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oppression; Economic Justice; Criminology; Political science; Sociology; Psychology; Law; Politics","score_opus":0.01918139857778652,"score_gpt":0.2706386125246375,"score_spread":0.251457213946851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503322632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6372437,0.0001424888,0.0057710498,0.00035570847,0.00073029194,0.0012661404,0.00007195888,0.000050768038,0.35436794],"genre_scores_gemma":[0.7534627,0.0002768492,0.0001858359,0.000101539845,0.00012468887,0.000030686177,0.0003460801,0.000020002024,0.24545166],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99763113,0.0012965153,0.00024272669,0.00018578986,0.00036588998,0.0002779273],"domain_scores_gemma":[0.99777466,0.0011867897,0.0004118708,0.0002732922,0.0003107626,0.000042594333],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097041193,0.00017330173,0.00022585323,0.0001438442,0.0026568936,0.0001604513,0.000744292,0.00019637494,0.0010316251],"category_scores_gemma":[0.0001940493,0.0001258237,0.0002005897,0.00072924694,0.0001433055,0.000161911,0.00002236649,0.0005304412,0.0000025531028],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023848107,0.00075822615,0.0018333653,0.00078034826,0.00021022915,0.000016524002,0.1745444,0.0026265231,0.00021872635,0.0038398358,0.0034723296,0.80931467],"study_design_scores_gemma":[0.0003847383,0.00007942638,0.0008481489,0.00011707198,0.00062867056,1.0108408e-7,0.84806246,0.00098427,0.00003726561,0.00013012115,0.14858842,0.00013931768],"about_ca_topic_score_codex":0.04486131,"about_ca_topic_score_gemma":0.42965713,"teacher_disagreement_score":0.8091754,"about_ca_system_score_codex":0.00028110034,"about_ca_system_score_gemma":0.00025842406,"threshold_uncertainty_score":0.99988157},"labels":[],"label_agreement":null},{"id":"W1504712419","doi":"","title":"USING PROFESSIONAL PRACTICE MODELS: A PHENOMENOGRAPHIC STUDY OF PROFESSIONAL PRACTICE EXPERTS' CONCEPTIONS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Phenomenography; Professional studies; Professional development; Pedagogy; Engineering ethics; Medical education; Psychology; Medicine; Engineering","score_opus":0.07933282962193945,"score_gpt":0.40139567200203924,"score_spread":0.3220628423800998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504712419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072143,0.0005812617,0.00026951556,0.00034780806,0.0046664444,0.00209568,0.000014202738,0.00008764754,0.91979444],"genre_scores_gemma":[0.599695,0.000208718,0.006831041,0.00012112501,0.0006601634,0.000033992143,0.00010983453,0.00007897832,0.39226112],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9931484,0.0035989413,0.0005274084,0.00068796956,0.0014541234,0.00058316905],"domain_scores_gemma":[0.9941687,0.0013495112,0.0020639866,0.000420139,0.0017371578,0.00026051616],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012302051,0.00041665346,0.00047998448,0.00053561456,0.0014967985,0.000099121986,0.00075080065,0.0005599059,0.016519213],"category_scores_gemma":[0.00086461747,0.0004634385,0.0001573972,0.0017595694,0.00027184142,0.006026806,0.00015967537,0.0009017848,0.00002128421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003221551,0.015791215,0.0029332628,0.00025779725,0.0012560829,0.000042264048,0.84927505,0.00053231046,0.0006340227,0.031939108,0.0008865994,0.09323076],"study_design_scores_gemma":[0.0006789844,0.0001334115,0.00053372333,0.00020264558,0.00079447584,0.000003157997,0.70049614,0.000069233545,0.000007422507,0.00025828305,0.2964593,0.00036326153],"about_ca_topic_score_codex":0.0044916384,"about_ca_topic_score_gemma":0.005905324,"teacher_disagreement_score":0.527552,"about_ca_system_score_codex":0.0008504067,"about_ca_system_score_gemma":0.001970743,"threshold_uncertainty_score":0.9998031},"labels":[],"label_agreement":null},{"id":"W1505024764","doi":"","title":"Hydrological and energy budget processes of the subarctic Canadian shield","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Subarctic climate; Energy budget; Shield; Environmental science; Energy (signal processing); Hydrology (agriculture); Geology; Physics; Oceanography; Geotechnical engineering","score_opus":0.010937362453544123,"score_gpt":0.1611127447492626,"score_spread":0.15017538229571847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505024764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14279625,0.0009200979,0.000007658808,0.00031684144,0.00028844425,0.00009391856,0.00004173244,0.000012062667,0.855523],"genre_scores_gemma":[0.7826075,0.0003594595,0.00002263646,0.0001815869,0.000018088398,1.6027036e-7,0.00011497828,0.0000022826632,0.21669331],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926853,0.00006803607,0.00010184162,0.0002268722,0.00012192156,0.00021278665],"domain_scores_gemma":[0.99961567,0.00004646447,0.000093599716,0.000085427644,0.00005245693,0.00010638788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038669954,0.0001447025,0.00017829945,0.000048160942,0.00023711388,0.000022277032,0.00020125811,0.00019662928,0.039064016],"category_scores_gemma":[0.000035516136,0.00009856228,0.0000452466,0.00035326782,0.00007992607,0.000079729514,0.000011153022,0.00013201578,0.000010363509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024982865,0.000034230154,0.5128,0.00040666797,0.00014386742,0.00007161014,0.0011793388,0.0007725757,0.000007495087,0.0018559499,0.001457639,0.4810208],"study_design_scores_gemma":[0.0003786462,0.00032033684,0.26010096,0.00008579571,0.00016023652,0.000007654748,0.006614513,0.00027198927,0.00009334388,0.0012362945,0.7302658,0.00046446463],"about_ca_topic_score_codex":0.10852044,"about_ca_topic_score_gemma":0.90138805,"teacher_disagreement_score":0.7928676,"about_ca_system_score_codex":0.000008751152,"about_ca_system_score_gemma":0.00011736369,"threshold_uncertainty_score":0.9618144},"labels":[],"label_agreement":null},{"id":"W1505514267","doi":"","title":"\"People's Diplomacy\": The Diplomatic Front of North Vietnam During the War Against the United States, 1965-1972","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; World-India Diabetes Foundation (USA)","keywords":"Diplomacy; Political science; Front (military); Vietnam War; Economic history; Public administration; Development economics; Political economy; Law; History; Geography; Sociology; Economics; Politics; Meteorology","score_opus":0.008568069840638648,"score_gpt":0.2172299131623431,"score_spread":0.20866184332170445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505514267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3026878,0.0018394693,0.0000133318845,0.0014662772,0.00062988873,0.0013067261,0.00006537751,0.00014415874,0.69184697],"genre_scores_gemma":[0.34201753,0.0018439182,0.000016790922,0.00032200562,0.00026301297,0.000010682271,0.00027890733,0.000044132295,0.65520304],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973304,0.0007539876,0.0003418063,0.0003828,0.0007119534,0.00047902652],"domain_scores_gemma":[0.9984373,0.00012178797,0.0005550774,0.0005219085,0.000271301,0.00009263172],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002977937,0.0004119504,0.00045877462,0.000106987114,0.0047254534,0.00007008668,0.0015545429,0.00018285695,0.003075436],"category_scores_gemma":[0.000071842296,0.00023302321,0.00032960417,0.001217033,0.000546541,0.00019488003,0.00012485644,0.0006269873,0.000042805492],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054104923,0.00027723084,0.0059921923,0.0005456654,0.0012558688,0.000073019,0.8760398,0.0013706319,0.00003367817,0.004151785,0.010978329,0.098740734],"study_design_scores_gemma":[0.00031930557,0.000036603822,0.023955159,0.000159443,0.00031354267,5.313956e-7,0.37404233,0.000020564608,0.0000056623753,0.000119894896,0.60073316,0.0002937908],"about_ca_topic_score_codex":0.00131877,"about_ca_topic_score_gemma":0.22417076,"teacher_disagreement_score":0.5897548,"about_ca_system_score_codex":0.00027402223,"about_ca_system_score_gemma":0.00018207227,"threshold_uncertainty_score":0.9978359},"labels":[],"label_agreement":null},{"id":"W1506793308","doi":"","title":"Synthesis, Characterization, Thermomechanical and Rheological Properties of Long Chain Branched Metallocene Polyolefins","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Rheology; Metallocene; Characterization (materials science); Materials science; Polymer science; Composite material; Polymer; Polymerization; Nanotechnology","score_opus":0.012124974496318261,"score_gpt":0.17620327448046746,"score_spread":0.1640782999841492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506793308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87044764,0.0027081817,0.029866012,0.00024175823,0.0004806778,0.0006620985,0.00009871298,0.000324112,0.09517084],"genre_scores_gemma":[0.60245866,0.0007581467,0.00022261284,0.000019510031,0.00003965944,0.000004238311,0.000097705524,0.000041112322,0.39635834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987314,0.000082658764,0.00029951995,0.00043548638,0.00016174499,0.0002892401],"domain_scores_gemma":[0.99937224,0.0000735355,0.00018888136,0.0001940653,0.00009159319,0.0000796718],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070876544,0.0003644263,0.00065577903,0.00014122971,0.00011213913,0.00001323948,0.00028319616,0.00054622896,0.010024778],"category_scores_gemma":[0.000081696904,0.00033908748,0.00013937474,0.00023741179,0.00014254123,0.00011741225,0.00012135805,0.00034524727,0.000013850536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009206435,0.00032122928,0.002056424,0.0014581947,0.0014446181,0.00013631409,0.0022706373,0.000066550696,0.8011629,0.020906331,0.0000145830145,0.16924158],"study_design_scores_gemma":[0.009745229,0.0010439423,0.11139357,0.0072474135,0.006412005,0.00017090156,0.010665076,0.36533704,0.46416596,0.0003347838,0.014535079,0.00894899],"about_ca_topic_score_codex":0.000027452172,"about_ca_topic_score_gemma":0.000086218155,"teacher_disagreement_score":0.3652705,"about_ca_system_score_codex":0.0000496872,"about_ca_system_score_gemma":0.00001802506,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W1507485622","doi":"","title":"Modelling Phase Change Material Thermal Storage Systems","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Centres of Excellence","keywords":"Thermal energy storage; Phase-change material; Phase change; Materials science; Computer science; Environmental science; Engineering; Engineering physics; Thermodynamics; Physics","score_opus":0.01817678811524241,"score_gpt":0.19435980132991337,"score_spread":0.17618301321467097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507485622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14747667,0.00062183995,0.01419123,0.0000073912847,0.0121179335,0.0008473809,0.0003540981,0.0010383547,0.8233451],"genre_scores_gemma":[0.4817463,0.00008558554,0.00011894971,0.000006884792,0.0012923571,0.000009805907,0.00081588025,0.00015838798,0.51576585],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875253,0.00005234925,0.0002719788,0.0003491357,0.00023853456,0.00033548957],"domain_scores_gemma":[0.9993199,0.00000949097,0.00013920933,0.0003040843,0.00007863848,0.00014868789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006955035,0.0004096906,0.00048723893,0.00032589168,0.00014265878,0.00015380447,0.00031115406,0.0006345313,0.035760324],"category_scores_gemma":[8.014478e-7,0.00046285888,0.00020903582,0.00037509037,0.00001621563,0.00032424784,0.000021938073,0.0004996186,0.0001421675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064509653,0.00029377043,0.000052152816,0.003893492,0.002242716,0.00072848075,0.008293977,0.6504772,0.021892333,0.002049391,0.0024932863,0.3069381],"study_design_scores_gemma":[0.00088642514,0.000033299,0.000011594758,0.0001697227,0.00031863607,0.000004785332,0.002923725,0.42678523,0.0003237371,0.0000015368466,0.5678883,0.00065300084],"about_ca_topic_score_codex":0.00065892783,"about_ca_topic_score_gemma":0.00037197932,"teacher_disagreement_score":0.56539506,"about_ca_system_score_codex":0.00014318335,"about_ca_system_score_gemma":0.000020479538,"threshold_uncertainty_score":0.9997823},"labels":[],"label_agreement":null},{"id":"W1508136167","doi":"","title":"Elder Abuse in a First Nations Context","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Context (archaeology); Criminology; Political science; Psychology; Medicine; Geography; Medical emergency; Suicide prevention; Poison control; Archaeology","score_opus":0.015226132673731185,"score_gpt":0.24087809852672346,"score_spread":0.22565196585299227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508136167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017828993,0.00048840046,0.000016167478,0.00007549247,0.0004574358,0.00037313777,0.000007639728,0.00006670065,0.980686],"genre_scores_gemma":[0.055004857,0.0025736645,0.00006207061,0.00009990778,0.000053647826,0.0000032396388,0.000051703606,0.000027875436,0.94212306],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859697,0.00020327751,0.00017512158,0.0003768303,0.0002632748,0.00038451358],"domain_scores_gemma":[0.9993266,0.00014685965,0.0001281213,0.0001675981,0.000110022054,0.00012080979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009880137,0.00022050035,0.0002570057,0.0004579034,0.00062195514,0.00006089984,0.00040467855,0.0004207549,0.105717726],"category_scores_gemma":[0.000051277868,0.00027835488,0.00013287348,0.001359412,0.00007997836,0.0003038924,0.000013398594,0.0003275264,0.00019052655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005251102,0.0007970198,0.013172658,0.00041967237,0.00038577788,0.0008045123,0.46412075,0.00002530578,0.000036922193,0.08778292,0.013013214,0.41891614],"study_design_scores_gemma":[0.0006111495,0.000026839854,0.00045035436,0.00046898023,0.00005716846,3.8194509e-7,0.0626604,0.0000012489021,0.00006284466,0.00014214373,0.9351951,0.00032340776],"about_ca_topic_score_codex":0.0069528725,"about_ca_topic_score_gemma":0.85399777,"teacher_disagreement_score":0.92218184,"about_ca_system_score_codex":0.0002944868,"about_ca_system_score_gemma":0.0003217804,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W1508727806","doi":"","title":"Performances of different estimation methods for generalized linear mixed models.","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Mathematics; Generalized linear mixed model; Estimation; Applied mathematics; Statistics; Econometrics; Engineering","score_opus":0.08373058950547209,"score_gpt":0.3711789848734143,"score_spread":0.2874483953679422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508727806","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022810197,0.000076662276,0.9175443,0.000010963688,0.00045444688,0.00056394126,0.00011000816,0.000055481712,0.07890317],"genre_scores_gemma":[0.00056754606,0.000036727386,0.91734564,0.0000060125867,0.000054976645,0.0000086082555,0.00027169468,0.00004717305,0.08166161],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834555,0.00031474055,0.00044106515,0.0003770067,0.00025256196,0.00026905714],"domain_scores_gemma":[0.9978906,0.000754434,0.00051276054,0.00028142147,0.00043172334,0.00012908653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003603602,0.00036112082,0.0008018382,0.0001867745,0.000091546,0.000026413376,0.0003630067,0.00033783086,0.004639642],"category_scores_gemma":[0.00031181643,0.00032733585,0.0002139772,0.00024081364,0.00005626887,0.00017512897,0.000053276897,0.00020535912,0.0000029368703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046794515,0.00008966063,0.000005543544,0.0013901172,0.00012185528,0.000001806858,0.00061636453,0.000059502087,0.00018703948,0.21412225,0.0004496031,0.7824883],"study_design_scores_gemma":[0.0013665248,0.00024317358,0.000027035476,0.00033980107,0.00073701085,0.0000010097563,0.0012507128,0.24897744,0.0035243086,0.7378582,0.005228069,0.0004467437],"about_ca_topic_score_codex":0.000029356932,"about_ca_topic_score_gemma":0.00008810749,"teacher_disagreement_score":0.78204155,"about_ca_system_score_codex":0.000110451656,"about_ca_system_score_gemma":0.00012736194,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W1509543859","doi":"","title":"ELECTROCHEMICAL POLARIZATION BEHAVIOUR OF Mg-Al ALLOYS IN NEAR-NEUTRAL SOLUTIONS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Electrochemistry; Polarization (electrochemistry); Materials science; Metallurgy; Electrode; Chemistry; Physical chemistry","score_opus":0.013188546789429455,"score_gpt":0.20995360206753902,"score_spread":0.19676505527810956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509543859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837831,0.00018688377,0.00032987024,0.00013535505,0.0002884141,0.0004746071,0.000064576954,0.00008152732,0.11465566],"genre_scores_gemma":[0.7842851,0.000019862262,0.0010641882,0.000038552236,0.000060194165,0.00000795787,0.000531732,0.000042709067,0.21394965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984496,0.000081924925,0.0003313776,0.0004143672,0.0002198345,0.00050288136],"domain_scores_gemma":[0.99919677,0.00002230064,0.00025469865,0.00028266083,0.00012479626,0.00011875714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115012306,0.0002665794,0.00032635036,0.00013619683,0.00017919614,0.000051560783,0.0004781636,0.00032466833,0.03600251],"category_scores_gemma":[0.0000102452605,0.0002977937,0.00012275956,0.00048264646,0.000095184245,0.00029994684,0.00009475736,0.00026158296,0.00007820632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017362746,0.00027048023,0.0030839024,0.00011884438,0.000011632284,0.000004155806,0.00055558555,0.000018611934,0.98905146,0.0036272253,0.00024599754,0.002838492],"study_design_scores_gemma":[0.0040377066,0.00050486816,0.11572788,0.00054563774,0.0010837934,0.00002455078,0.008755969,0.000830658,0.6377703,0.000360844,0.2273981,0.002959726],"about_ca_topic_score_codex":0.0009333086,"about_ca_topic_score_gemma":0.0032283857,"teacher_disagreement_score":0.35128117,"about_ca_system_score_codex":0.00015663591,"about_ca_system_score_gemma":0.00018964175,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W1509898785","doi":"","title":"Women, Citizens and Soldiers: The Gender Integration of the Canadian Forces","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Gender studies; Sociology","score_opus":0.02749481274876739,"score_gpt":0.23426860468103336,"score_spread":0.20677379193226597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509898785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08467061,0.00019345239,0.000009098915,0.00036533162,0.00048294797,0.0003125001,0.000018352914,0.000016428086,0.91393125],"genre_scores_gemma":[0.46928212,0.00017538453,0.000006159001,0.00011575039,0.000076310775,0.0000012839911,0.000014639517,0.000009234346,0.53031915],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987692,0.00020814377,0.0001244041,0.00023337702,0.0003080232,0.00035685085],"domain_scores_gemma":[0.99929595,0.00004375317,0.00016193619,0.00019056188,0.00015393195,0.00015388241],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019898597,0.00016828396,0.00016961721,0.00010899996,0.0011409915,0.00011648661,0.0005376069,0.00027614707,0.013346238],"category_scores_gemma":[0.000030519743,0.0001259094,0.00009784805,0.0004618731,0.00027397732,0.00013025117,0.00003652887,0.0002678033,0.000005699848],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088545334,0.000032000356,0.0049281567,0.000110230074,0.00024991998,0.000020456268,0.6127945,0.00000845946,0.000070799004,0.11402043,0.0024220485,0.26525444],"study_design_scores_gemma":[0.0001723629,0.00001664624,0.006092626,0.000036608402,0.00007135479,6.242609e-7,0.4267431,0.000009493447,0.00003079692,0.0023691596,0.56429654,0.0001607121],"about_ca_topic_score_codex":0.17928717,"about_ca_topic_score_gemma":0.952519,"teacher_disagreement_score":0.77323186,"about_ca_system_score_codex":0.00034796653,"about_ca_system_score_gemma":0.00066359603,"threshold_uncertainty_score":0.9875557},"labels":[],"label_agreement":null},{"id":"W1511287616","doi":"","title":"Thermodynamic Study on Vapourization of Niobium Oxides From Slag Melts","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Niobium; Slag (welding); Metallurgy; Materials science; Thermodynamics; Physics","score_opus":0.007759162646915309,"score_gpt":0.1909328738555501,"score_spread":0.1831737112086348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511287616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5626771,0.000116297124,0.0019323908,0.0000028960733,0.0003210203,0.00034405637,0.000049555732,0.00016331402,0.43439338],"genre_scores_gemma":[0.9335403,0.00006740738,0.000076976874,0.000007614518,0.00005637853,0.0000010280737,0.00045168967,0.00007415471,0.06572444],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872226,0.00006359064,0.0002935864,0.00038313534,0.0003056426,0.00023179455],"domain_scores_gemma":[0.99928766,0.000053345444,0.00017244017,0.00032382013,0.00008140563,0.0000813384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004708419,0.00042107186,0.0005175281,0.0002061837,0.00005652208,0.00003273188,0.00043595285,0.000315063,0.009678872],"category_scores_gemma":[0.000006732667,0.0004309848,0.00015993213,0.00041773065,0.00001704279,0.00013949748,0.000024473935,0.00033322207,0.000043796153],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020219672,0.0020256573,0.00039468205,0.0012914578,0.0028823363,0.00046949662,0.0063088075,0.08147283,0.02837606,0.0055198777,0.00014392706,0.8690929],"study_design_scores_gemma":[0.01504711,0.0038797446,0.14092375,0.0032895165,0.004820639,0.0000057211982,0.051829565,0.7068718,0.007867233,0.010297605,0.047244936,0.007922356],"about_ca_topic_score_codex":0.00012639388,"about_ca_topic_score_gemma":0.0009097609,"teacher_disagreement_score":0.86117053,"about_ca_system_score_codex":0.00012684551,"about_ca_system_score_gemma":0.000028268809,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W1511518228","doi":"","title":"Information system capabilities and emergent competitive strategies: An investigation of the strategic fit of supply chain management information systems","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; McMaster University","keywords":"Supply chain management; Information system; Supply chain; Business; Knowledge management; Process management; Competitive advantage; Strategic information system; Management information systems; Computer science; Engineering; Marketing","score_opus":0.023957235324613985,"score_gpt":0.20653799437471543,"score_spread":0.18258075905010143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511518228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5624956,0.000072500996,0.00040836725,0.000037345253,0.0012142481,0.001507302,0.00020898654,0.00009070588,0.43396494],"genre_scores_gemma":[0.9948439,0.000029859699,0.00003606333,0.000022587843,0.000062749226,0.000005954042,0.0013051173,0.000011792849,0.0036819773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99866056,0.000036267047,0.0005578206,0.00016088146,0.000411806,0.00017266344],"domain_scores_gemma":[0.99807984,0.0000118691805,0.0010894784,0.00028369742,0.00051684416,0.000018258077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017520772,0.00027604384,0.0003123046,0.00041833904,0.00015364664,0.00029392148,0.000442936,0.00018545915,0.000823208],"category_scores_gemma":[0.0000041004178,0.00024387127,0.00007066728,0.0007011996,0.00012677477,0.0056513473,0.00011945577,0.00014614216,0.0000153901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002007943,0.000030394476,0.0017579694,0.02532269,0.00013418251,0.0000017282777,0.003650782,0.0040492257,0.000037494483,0.95761716,0.000058655292,0.00713893],"study_design_scores_gemma":[0.0009019798,0.00005343273,0.01606628,0.003997907,0.00045586535,0.0000025186578,0.9546868,0.003798986,0.00019866407,0.0008691559,0.018407546,0.0005608311],"about_ca_topic_score_codex":0.003296221,"about_ca_topic_score_gemma":0.0009706668,"teacher_disagreement_score":0.956748,"about_ca_system_score_codex":0.00013085346,"about_ca_system_score_gemma":0.00010887847,"threshold_uncertainty_score":0.9944782},"labels":[],"label_agreement":null},{"id":"W1512566661","doi":"","title":"Caught Between Worlds: An Ethnography of Western Tibetan Buddhists in Toronto","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Geography; Anthropology; Sociology; History","score_opus":0.02334116293008919,"score_gpt":0.2718181460285565,"score_spread":0.24847698309846727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512566661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01659727,0.0018399082,0.0000032265393,0.000085887776,0.0004071338,0.00028732955,0.000034739576,0.00006424101,0.9806803],"genre_scores_gemma":[0.15056062,0.0002488895,0.00006239082,0.000016018723,0.0001840235,0.0000017416611,0.00011076298,0.000022022989,0.8487935],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981145,0.00034651876,0.0002823176,0.000456157,0.00042413396,0.00037635426],"domain_scores_gemma":[0.99914443,0.000022000846,0.00029692045,0.00024000042,0.00014007441,0.0001565687],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017616601,0.00030410607,0.00056179246,0.00018526682,0.00053024315,0.000030196949,0.0006020693,0.00044118287,0.034101013],"category_scores_gemma":[0.000012678056,0.00034848103,0.00020330025,0.0007090849,0.00024345373,0.00058746093,0.000039541253,0.00030711474,0.000020923026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023692692,0.00036702424,0.059830986,0.0004517578,0.00040957995,0.00013658505,0.6103181,0.000004822559,0.000055506855,0.0068225362,0.0026932117,0.31867293],"study_design_scores_gemma":[0.0003471789,0.00005444804,0.007032411,0.00021536995,0.00013235945,8.48775e-8,0.27475414,2.698387e-7,0.000007973723,0.000041986932,0.7170647,0.0003490811],"about_ca_topic_score_codex":0.007820366,"about_ca_topic_score_gemma":0.8142735,"teacher_disagreement_score":0.8064531,"about_ca_system_score_codex":0.000624752,"about_ca_system_score_gemma":0.00009299722,"threshold_uncertainty_score":0.9998967},"labels":[],"label_agreement":null},{"id":"W1513186589","doi":"","title":"Determinants and public health effects of food cost and availability in two neighborhoods of Hamilton, Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Geography; Environmental health; Environmental planning; Natural resource economics; Agricultural economics; Economics; Medicine; Nursing","score_opus":0.06386736146374393,"score_gpt":0.3523201402662249,"score_spread":0.28845277880248094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513186589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641252,0.0005643225,0.000014989359,0.00008159164,0.0004722395,0.0020503215,0.00011401074,0.000024758401,0.03255256],"genre_scores_gemma":[0.9724756,0.00032961392,0.00026966856,0.00011335034,0.000024180901,0.000009592913,0.00014942499,0.000029808994,0.026598759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972725,0.00058037566,0.0008034219,0.00050235214,0.00024260925,0.00059873046],"domain_scores_gemma":[0.997927,0.0003369557,0.0009058847,0.00030535372,0.00020175603,0.00032306256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003909967,0.00030710507,0.0008940151,0.00043650743,0.00038914365,0.00000842937,0.00021942166,0.00042452547,0.0034374006],"category_scores_gemma":[0.00008835587,0.00035550425,0.00007360768,0.00047708888,0.00014611178,0.00025747457,0.00012623386,0.0009272953,0.0000052007385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036584178,0.0003364187,0.87104565,0.015378558,0.00006797677,0.000016539976,0.06478917,0.0000038430967,0.000013865946,0.005319374,0.000045988192,0.042616796],"study_design_scores_gemma":[0.0064135315,0.0008566538,0.94617164,0.003942851,0.00009898655,0.0000014561076,0.02064964,0.000030216974,0.000047315938,0.0008681307,0.020498822,0.00042073196],"about_ca_topic_score_codex":0.08362811,"about_ca_topic_score_gemma":0.88125074,"teacher_disagreement_score":0.7976226,"about_ca_system_score_codex":0.00095387164,"about_ca_system_score_gemma":0.0023057489,"threshold_uncertainty_score":0.9998897},"labels":[],"label_agreement":null},{"id":"W1514187295","doi":"","title":"LABOUR MARKET PERCEPTIONS OF CARIBBEAN INTERNATIONAL STUDENTS AND THE FACTORS THAT INFLUENCE THEIR DECISIONS OF WHETHER TO REMAIN IN CANADA TO WORK OR TO RETURN HOME","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Perception; Demographic economics; Geography; Political science; Business; Labour economics; Psychology; Economics; Engineering","score_opus":0.01751320735561653,"score_gpt":0.2450085805189611,"score_spread":0.22749537316334456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514187295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80614007,0.000011725764,0.00001620969,0.0002124424,0.0003160608,0.00044280317,0.00015548083,0.000004372797,0.19270083],"genre_scores_gemma":[0.7612016,0.00007613239,0.000065543776,0.000041874806,0.0000106229645,0.0000020768605,0.0000069895614,0.000008090035,0.23858702],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987122,0.00019931227,0.00019657743,0.0002489509,0.00042632825,0.00021666908],"domain_scores_gemma":[0.9991079,0.0002959958,0.00012706142,0.00016864213,0.00016665744,0.0001337254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025691182,0.00016517137,0.0003261452,0.00016698496,0.0001980815,0.000028446497,0.0007253296,0.00009709108,0.009283009],"category_scores_gemma":[0.00012272698,0.00011668839,0.000059347323,0.0007035688,0.00007473658,0.00007295468,0.0001783063,0.00014549869,0.0000020698053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016510003,0.000032058877,0.74679863,0.0000180277,0.00012947319,0.000011406498,0.23608652,0.00002337176,0.0000047691374,0.0007006886,0.001402448,0.013141589],"study_design_scores_gemma":[0.00026918305,0.000023740666,0.45646155,0.00019953406,0.000019123185,6.98484e-8,0.5013681,3.1026912e-7,0.0000027479523,0.00003724307,0.04149621,0.00012217594],"about_ca_topic_score_codex":0.70860827,"about_ca_topic_score_gemma":0.9951005,"teacher_disagreement_score":0.29033712,"about_ca_system_score_codex":0.00028739043,"about_ca_system_score_gemma":0.00035248036,"threshold_uncertainty_score":0.9916226},"labels":[],"label_agreement":null},{"id":"W1514574816","doi":"","title":"Urban/Rural Differences and the Culture War in the United States and Canada","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Weber, Simmel, Sociological Theory","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Urban culture; Political science; Law","score_opus":0.011855280163586343,"score_gpt":0.21198081229572455,"score_spread":0.2001255321321382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514574816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.713462,0.0010929281,9.80817e-7,0.00091700506,0.00017936339,0.00041648265,0.00002463164,0.000032809196,0.2838738],"genre_scores_gemma":[0.68450737,0.007986635,0.000009967008,0.0007452742,0.00011654032,0.000003096634,0.00011746885,0.000015945347,0.3064977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977927,0.0011846785,0.00013245898,0.0002482013,0.00033164996,0.0003103041],"domain_scores_gemma":[0.9989124,0.0006833181,0.00013517584,0.00012351506,0.000065168955,0.00008042935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027199445,0.00022567627,0.0002914219,0.00005800952,0.00083258556,0.0000677224,0.00057611114,0.0002837759,0.0016222114],"category_scores_gemma":[0.0000911326,0.00013177437,0.000051490817,0.0004504018,0.0009414089,0.00010666585,0.000058463334,0.0005284536,0.00000192145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010505143,0.000077371864,0.050935894,0.00011772035,0.000250278,0.00032834426,0.8051267,0.000013613924,0.0000045639185,0.09420859,0.029999174,0.017887207],"study_design_scores_gemma":[0.0007025152,0.000023913732,0.014774199,0.000048553968,0.000049770963,0.0000012412722,0.67101324,0.000012087811,8.012877e-7,0.0014353124,0.3117315,0.00020685383],"about_ca_topic_score_codex":0.7336551,"about_ca_topic_score_gemma":0.9096794,"teacher_disagreement_score":0.28173232,"about_ca_system_score_codex":0.00014703046,"about_ca_system_score_gemma":0.00022324966,"threshold_uncertainty_score":0.99929047},"labels":[],"label_agreement":null},{"id":"W1514914538","doi":"","title":"\"Hey, Look Me Over\": (Re)Visioning and (Re)Producing Contemporary Masculinities","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Aesthetics; Art; Gender studies","score_opus":0.03183376769663456,"score_gpt":0.2524299208390456,"score_spread":0.22059615314241102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514914538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05489079,0.0029343427,0.000024575558,0.00041760135,0.0009442634,0.00036058243,0.000017782026,0.00010008889,0.94031],"genre_scores_gemma":[0.200749,0.0015504975,0.00012004918,0.00008928163,0.00015988332,0.0000011806515,0.000056743378,0.000032682685,0.7972407],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790066,0.0002615507,0.0002477715,0.0006707616,0.00048972125,0.0004295372],"domain_scores_gemma":[0.999137,0.000056117336,0.00025366907,0.00022591672,0.00016822807,0.00015907883],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003111235,0.000342346,0.0004661601,0.00021945895,0.0013634651,0.0002888584,0.0003404068,0.00032084514,0.012805559],"category_scores_gemma":[0.00007194741,0.0004005785,0.00017922485,0.00039221754,0.000129429,0.00057752215,0.00012992218,0.00034748446,0.0000417104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065132114,0.00036408255,0.10337771,0.002138313,0.0022997677,0.0008787967,0.5230866,0.000064083266,0.00016531405,0.0221767,0.14166577,0.20313156],"study_design_scores_gemma":[0.00048824225,0.00003742881,0.0029347022,0.00021506706,0.00011929759,5.4962186e-7,0.58243257,0.000004063779,0.000027116035,0.0002742013,0.41304818,0.00041862158],"about_ca_topic_score_codex":0.0066979607,"about_ca_topic_score_gemma":0.038271382,"teacher_disagreement_score":0.2713824,"about_ca_system_score_codex":0.00017491044,"about_ca_system_score_gemma":0.00031924617,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W1516289381","doi":"","title":"Family Physician Continuity of Care in End-of-Life Homecare Cancer Patients and its Association with Acute Care Services Use","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"End-of-life care; Medicine; Association (psychology); Continuity of care; Family medicine; Acute care; Nursing; Cancer; Gerontology; Palliative care; Health care; Psychology; Internal medicine; Psychotherapist; Political science","score_opus":0.025344066327710357,"score_gpt":0.27906274233029504,"score_spread":0.2537186760025847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516289381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94528055,0.003825595,7.3007715e-7,0.0000030698275,0.00012580866,0.00047415268,0.0010872062,0.000014680815,0.049188226],"genre_scores_gemma":[0.9803298,0.00142115,0.00009869515,0.0000590119,0.000027333188,0.0000029906544,0.0018118479,0.00003814834,0.016211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986826,0.00007244197,0.0002940571,0.00034485612,0.00039290494,0.00021310172],"domain_scores_gemma":[0.9975343,0.00005498185,0.0007817914,0.0001509267,0.0013836183,0.00009442689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000023526885,0.00030225608,0.00087699137,0.00024410896,0.000032148335,0.0000081319595,0.00015485169,0.00032147483,0.00035833602],"category_scores_gemma":[0.000013192019,0.00029636628,0.00011627291,0.00042836307,0.00003465458,0.00026057288,0.00004809298,0.00022874365,0.0000010633433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023952161,0.000096209274,0.92086285,0.004566354,0.00067693886,0.000025953934,0.03816301,0.0000035145758,0.0003720412,0.000032163498,0.00001824371,0.03278749],"study_design_scores_gemma":[0.0071304296,0.0010582454,0.79318124,0.009807918,0.002056378,1.09058554e-7,0.15418075,0.000006637042,0.013838932,0.0000027265153,0.018206894,0.0005297482],"about_ca_topic_score_codex":0.004312275,"about_ca_topic_score_gemma":0.025524165,"teacher_disagreement_score":0.12768163,"about_ca_system_score_codex":0.00030455188,"about_ca_system_score_gemma":0.0002798271,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W1516333235","doi":"","title":"Improving the lifesaving performance of emergency logistics","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Medical emergency; Operations management; Computer science; Engineering; Medicine","score_opus":0.022770973382208827,"score_gpt":0.187601559712988,"score_spread":0.16483058633077918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516333235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29731148,0.00006042256,0.00726304,0.0010099518,0.0010538776,0.0005644849,0.0000020564971,0.00014151471,0.69259316],"genre_scores_gemma":[0.8834051,0.0000307512,0.00013036153,0.00024996966,0.0001570077,0.0000017836925,0.000004029793,0.000010504048,0.116010495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991726,0.000011647482,0.00021389709,0.00019524772,0.0001827428,0.00022384792],"domain_scores_gemma":[0.9994186,0.0000092537375,0.000115470866,0.0002659048,0.00017807216,0.000012668048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012877843,0.00013240168,0.00011473183,0.000105815925,0.00020491984,0.00005293051,0.00045306305,0.000038202117,0.10876359],"category_scores_gemma":[0.000032600277,0.00011043143,0.00007195275,0.0005947319,0.00005614667,0.00089901936,0.00034359613,0.000094858035,0.00070832716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050138387,0.00015848104,0.0964668,0.0010695967,0.00010285367,0.000004199359,0.00021784235,0.0078949705,0.0010695991,0.02561441,0.012009689,0.85534143],"study_design_scores_gemma":[0.0006081159,0.000033458393,0.056724377,0.000058699483,0.00015347864,3.5913533e-7,0.0042420356,0.20751241,0.000102094586,0.0002454044,0.7298226,0.0004969979],"about_ca_topic_score_codex":0.0027260373,"about_ca_topic_score_gemma":0.00031866203,"teacher_disagreement_score":0.85484445,"about_ca_system_score_codex":0.000027727134,"about_ca_system_score_gemma":0.000009903683,"threshold_uncertainty_score":0.9104349},"labels":[],"label_agreement":null},{"id":"W1516666593","doi":"","title":"Urban Food Production: A Prototype Decision Support System","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Information Retrieval and Data Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada; McMaster University","keywords":"Production (economics); Decision support system; Food processing; Business; Environmental planning; Computer science; Engineering; Geography; Artificial intelligence; Food science; Economics; Biology","score_opus":0.0118752967800782,"score_gpt":0.203302055508828,"score_spread":0.19142675872874979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516666593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028005817,0.000030252513,0.039065547,0.00005384654,0.0047284397,0.0013078928,0.00004181177,0.0006011174,0.95137054],"genre_scores_gemma":[0.02293403,0.000010074283,0.029134149,0.000070887785,0.00047048117,0.000013352284,0.0007128119,0.000049985083,0.94660425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980838,0.00004550842,0.00034881753,0.00063738425,0.00054352713,0.00034101287],"domain_scores_gemma":[0.99831367,0.000028959967,0.00038597762,0.00077414373,0.0003395422,0.00015773464],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019704594,0.0003348651,0.00031385236,0.00036712538,0.0003350788,0.00030028867,0.0014515445,0.00042650997,0.0068567647],"category_scores_gemma":[0.00003290522,0.00034051732,0.0001384338,0.001024186,0.000026764106,0.001718943,0.00024802343,0.0005651092,0.0006340655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043688584,0.00006156578,0.00013842748,0.00072657,0.000094657764,0.00010875919,0.003248992,0.000010006169,0.00010741921,0.040686604,0.010748365,0.94363177],"study_design_scores_gemma":[0.0005501839,0.00039121378,0.0002582684,0.0003209155,0.000048892678,0.000050368144,0.002338423,0.0007662226,0.0014918644,0.000040447823,0.9932122,0.0005309633],"about_ca_topic_score_codex":0.000012370892,"about_ca_topic_score_gemma":0.0001658277,"teacher_disagreement_score":0.9824639,"about_ca_system_score_codex":0.0001533207,"about_ca_system_score_gemma":0.00032422243,"threshold_uncertainty_score":0.9999047},"labels":[],"label_agreement":null},{"id":"W1518285382","doi":"","title":"Luke's Conception of Prophets Considered in the Context of Second Temple Literature","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Ontario","keywords":"Temple; Context (archaeology); Art; Theology; Philosophy; History; Ancient history; Archaeology","score_opus":0.021731861326104347,"score_gpt":0.2167547146202143,"score_spread":0.19502285329410995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518285382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10385633,0.001229528,0.000003630429,0.00010590131,0.00041748586,0.0005412488,0.00024579954,0.000014720647,0.8935854],"genre_scores_gemma":[0.81160605,0.000053747535,0.000013803808,0.00020016535,0.00007222308,0.0000021940125,0.00026796327,0.000012513006,0.18777132],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990895,0.00008976785,0.0002898156,0.000203363,0.00018278844,0.00014478216],"domain_scores_gemma":[0.99917454,0.00006487787,0.00033447336,0.00013360192,0.000271965,0.000020520236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065149754,0.00018761077,0.00034322575,0.00017872237,0.00011054452,0.000060725753,0.00022852974,0.00015622751,0.05628893],"category_scores_gemma":[0.000012499167,0.00014393996,0.00014585053,0.00020334772,0.0001901613,0.00020288215,0.000023585379,0.0002624072,0.000008045154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000997447,0.00034782547,0.00033856631,0.0021817456,0.00033229846,0.000047323465,0.5341044,0.000007112716,0.0007508712,0.32343328,0.010982583,0.12647651],"study_design_scores_gemma":[0.001207543,0.000307702,0.00093518937,0.00095843495,0.00009115498,0.0000010943736,0.22541665,0.0000073239494,0.0006034261,0.0009151391,0.76932484,0.00023151755],"about_ca_topic_score_codex":0.0006028978,"about_ca_topic_score_gemma":0.035766143,"teacher_disagreement_score":0.75834227,"about_ca_system_score_codex":0.000058909136,"about_ca_system_score_gemma":0.000058421283,"threshold_uncertainty_score":0.98182863},"labels":[],"label_agreement":null},{"id":"W1519361556","doi":"","title":"Age Effects and Information Shocks: A Study of the Impact of Education Policy on Student Outcomes","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Demographic economics; Political science; Mathematics education; Economics","score_opus":0.013438980507292033,"score_gpt":0.3145480333288826,"score_spread":0.30110905282159056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519361556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66341597,0.000016856091,1.9408074e-7,0.000027743203,0.00021386279,0.0004465251,0.000010622777,0.0000058363876,0.33586243],"genre_scores_gemma":[0.89297855,0.00007421382,0.000004363403,0.000029823463,0.0000367286,0.0000024255344,0.000028860431,0.0000048944967,0.10684012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998947,0.00014596515,0.00020774314,0.00011083974,0.00045524776,0.00013318431],"domain_scores_gemma":[0.9991253,0.000077092256,0.0003797719,0.00014932902,0.0002071722,0.00006133028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082631355,0.00015152959,0.0002475712,0.00022878166,0.00022507858,0.000030994426,0.00029259446,0.00011294283,0.0005714609],"category_scores_gemma":[0.00012512263,0.00010604575,0.00012991634,0.00048828078,0.000080048594,0.0004602132,0.000039784856,0.00011203128,0.0000025745799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023369296,0.0021823964,0.40276447,0.00032818707,0.00045411347,0.000001891227,0.3958403,0.00011455974,0.00001249343,0.052156646,0.00083261036,0.14507863],"study_design_scores_gemma":[0.0003419526,0.00026566035,0.78302574,0.000098911405,0.00003382499,1.2371744e-7,0.20803022,3.2105163e-7,0.000008246367,0.00011162433,0.007992405,0.000090994574],"about_ca_topic_score_codex":0.0413518,"about_ca_topic_score_gemma":0.0049242824,"teacher_disagreement_score":0.38026124,"about_ca_system_score_codex":0.0004252513,"about_ca_system_score_gemma":0.0013287436,"threshold_uncertainty_score":0.9650319},"labels":[],"label_agreement":null},{"id":"W1519430749","doi":"","title":"THE INFLUENCE OF CANADIAN SECURITY INTELLIGENCE SERVICES ON THE FORMATION OF RELIGIOUS AND NATIONAL IDENTITIES OF MUSLIM CANADIANS","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"National security; Political science; Gender studies; Sociology; Law","score_opus":0.00962604500228911,"score_gpt":0.23120022212500047,"score_spread":0.22157417712271135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519430749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88285244,0.000070956725,0.0000022375032,0.00037234568,0.0002017335,0.00021231564,0.00016054272,0.000006344052,0.11612111],"genre_scores_gemma":[0.9889966,0.0007150773,0.0000020028301,0.000087553286,0.00003135055,0.0000011233955,0.000019104711,0.000006418114,0.010140729],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987954,0.00013556358,0.00025198053,0.00014456367,0.00043308918,0.00023943117],"domain_scores_gemma":[0.99859154,0.00030752906,0.00032654704,0.00015381764,0.0004964655,0.00012408812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042664,0.00013060823,0.00016996678,0.00026094096,0.00038497557,0.000040027557,0.00063085376,0.00021460361,0.0005539512],"category_scores_gemma":[0.00008099178,0.000105771964,0.00006359047,0.0004458153,0.00045123493,0.00024259865,0.000024467137,0.00025895413,0.0000028194936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001387034,0.000041436328,0.0012203483,0.0007942162,0.00010313132,0.000010905646,0.89178795,0.0000947789,0.00014494076,0.08070935,0.00052783306,0.024426393],"study_design_scores_gemma":[0.000084585336,0.00006902094,0.0037576936,0.00050233013,0.000058563754,7.939024e-7,0.9605555,0.00007685295,0.00057293364,0.00539898,0.028730467,0.00019231292],"about_ca_topic_score_codex":0.6533443,"about_ca_topic_score_gemma":0.9800047,"teacher_disagreement_score":0.32666045,"about_ca_system_score_codex":0.00013413414,"about_ca_system_score_gemma":0.00065357704,"threshold_uncertainty_score":0.60653776},"labels":[],"label_agreement":null},{"id":"W1519606048","doi":"","title":"Dialogue Summary: Measuring Health System Efficiency in Canada","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Computer science; Environmental science","score_opus":0.05754935168348493,"score_gpt":0.18740615171563516,"score_spread":0.12985680003215022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519606048","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00857577,0.00040112124,0.001961938,0.00075474585,0.0004415977,0.0003061975,0.00007534828,0.000048042286,0.9874352],"genre_scores_gemma":[0.97795254,0.000055055534,0.0001887157,0.0004242451,0.000027200347,0.0000013907451,0.0000035827281,0.000014270247,0.021332996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987418,0.000052508953,0.00034881925,0.00034275727,0.000044653265,0.00046946222],"domain_scores_gemma":[0.9993905,0.000015606083,0.00018343452,0.00022700102,0.000011967293,0.00017150228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029960694,0.00013069184,0.00031417323,0.00022621585,0.0001000555,0.000012407046,0.00030693095,0.000042916716,0.0036079297],"category_scores_gemma":[0.000009146188,0.00017363923,0.000043874574,0.0004662557,0.000018559736,0.00014286328,0.00011604463,0.00013238803,0.00009895983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055297303,0.00009760324,0.14989167,0.0005845458,0.000052529806,0.0002648742,0.00263282,0.00018018846,4.0889876e-7,0.7652683,0.0013140969,0.07965767],"study_design_scores_gemma":[0.0011645178,0.000088388704,0.044205632,0.00016878167,0.000004727586,0.0000034116792,0.0050782254,0.0011293337,0.000013077442,0.00045303226,0.94722515,0.0004657074],"about_ca_topic_score_codex":0.98348397,"about_ca_topic_score_gemma":0.9689092,"teacher_disagreement_score":0.9693768,"about_ca_system_score_codex":0.002273818,"about_ca_system_score_gemma":0.00034949847,"threshold_uncertainty_score":0.9973029},"labels":[],"label_agreement":null},{"id":"W1521167627","doi":"","title":"A New Approach to Science Education for the 21st Century","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics education; Engineering ethics; Political science; Engineering; Psychology","score_opus":0.018320686973207444,"score_gpt":0.23994509806755016,"score_spread":0.22162441109434272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521167627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008395378,0.000011499519,0.005489277,0.0016046417,0.0021719255,0.00032133615,0.0000019396332,0.000054007553,0.9895058],"genre_scores_gemma":[0.08376792,0.000017237304,0.014877277,0.00031215633,0.00058368617,0.0000027280778,0.0000015357856,0.000008745163,0.9004287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999352,0.000012504478,0.000042297896,0.00018849784,0.00017996982,0.00022473287],"domain_scores_gemma":[0.9994339,0.000043329466,0.000022124319,0.00016346213,0.00010021695,0.00023699147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022455584,0.000060971877,0.00004672636,0.0000952832,0.00062866637,0.00014574295,0.00060125487,0.000039573624,0.014055039],"category_scores_gemma":[0.0000888624,0.000055867513,0.000035657307,0.00086104317,0.00015452507,0.00025699264,0.000056327095,0.00009063204,0.000092599905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052522505,0.00003232814,0.00007605161,0.0000026088624,0.0000034968832,4.6186404e-8,0.0054295124,0.000029907804,0.00013607209,0.45177996,0.0083045745,0.5342002],"study_design_scores_gemma":[0.00009495921,0.0000051210127,0.00043171344,0.0000028464344,0.000010740909,2.50436e-7,0.04082409,0.000036818517,0.00002702132,0.00007203047,0.9584179,0.000076525284],"about_ca_topic_score_codex":0.0011649614,"about_ca_topic_score_gemma":0.0007966018,"teacher_disagreement_score":0.9501133,"about_ca_system_score_codex":0.00010107509,"about_ca_system_score_gemma":0.0012448073,"threshold_uncertainty_score":0.98684627},"labels":[],"label_agreement":null},{"id":"W1521360562","doi":"","title":"The Role of Attitudes, Subjective Norms, Percieved Behavioural Control and Context in Nurses's Behavioural Intentions","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HealthForceOntario; Ontario Ministry of Health and Long-Term Care","keywords":"Psychology; Context (archaeology); Control (management); Social psychology; Developmental psychology; Applied psychology; Geography; Management","score_opus":0.028842032440731108,"score_gpt":0.31008386748597316,"score_spread":0.28124183504524203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521360562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5220404,0.010559094,0.0000050907806,0.0003812968,0.0020552436,0.001147104,0.00015355268,0.000049169106,0.463609],"genre_scores_gemma":[0.74880034,0.0001031713,0.000013829509,0.00002471352,0.000023040242,0.000019473962,0.0001662395,0.000022673337,0.2508265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983944,0.00038675327,0.00037681698,0.00030391171,0.00018785373,0.00035026413],"domain_scores_gemma":[0.9984934,0.00019655452,0.00037577274,0.0004997106,0.00029814008,0.00013642694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017258007,0.000246793,0.00035855538,0.00017480439,0.00030069996,0.00003626792,0.00049727445,0.00032559346,0.020615747],"category_scores_gemma":[0.000015851969,0.00023954558,0.0001337215,0.00030808727,0.00019130296,0.00013222262,0.000054358603,0.00064741384,0.00003582834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044887193,0.00036748988,0.69268674,0.000025838606,0.00010529571,0.0000033015112,0.022207381,1.0657775e-7,0.00005235515,0.018766927,0.00015628799,0.26517937],"study_design_scores_gemma":[0.0010560862,0.000054360826,0.75683767,0.000080600184,0.00013853847,0.0000045830584,0.20441899,0.0000023132668,0.0000060682037,0.000038121507,0.03718938,0.00017326722],"about_ca_topic_score_codex":0.011145296,"about_ca_topic_score_gemma":0.08815273,"teacher_disagreement_score":0.26500612,"about_ca_system_score_codex":0.00025200765,"about_ca_system_score_gemma":0.00016941607,"threshold_uncertainty_score":0.9954396},"labels":[],"label_agreement":null},{"id":"W1521813107","doi":"","title":"KINSHIP CARE POLICY: EXACERBATING WOMEN'S OPPRESSION THROUGH NEOLIBERAL FAMILIALIZATION","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oppression; Kinship; Kinship care; Gender studies; Political science; Sociology; Anthropology; Politics; Law","score_opus":0.023592977790996398,"score_gpt":0.2550628664299836,"score_spread":0.2314698886389872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521813107","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13002227,0.00015572816,0.00039806834,0.000023492292,0.0012917806,0.00043239832,0.0000474098,0.00021920787,0.86740965],"genre_scores_gemma":[0.12513803,0.00053802965,0.000614708,0.00020995771,0.00064114947,0.0000050210247,0.0006505792,0.00008553141,0.872117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973007,0.0004037397,0.00027883975,0.0006551673,0.0005653725,0.0007961699],"domain_scores_gemma":[0.9986437,0.00004947152,0.00037696725,0.00032232446,0.00036042585,0.00024714385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012752498,0.00043641948,0.00041455418,0.0002581727,0.0010256387,0.00015699994,0.000759784,0.0008315577,0.013385915],"category_scores_gemma":[0.000059778624,0.00052047626,0.00017169694,0.0011093067,0.00014549344,0.00066198374,0.000109186854,0.00042919585,0.000056263347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022670074,0.00008437778,0.008932592,0.00041587587,0.00011397063,0.000054301203,0.8039923,0.000104808605,0.0000873251,0.055656135,0.0005081343,0.1298235],"study_design_scores_gemma":[0.00071557926,0.00007133749,0.0057768254,0.00023076434,0.00009750564,3.6779858e-7,0.6381079,0.000029383911,0.000036059933,0.0028223435,0.35139486,0.00071707973],"about_ca_topic_score_codex":0.015800847,"about_ca_topic_score_gemma":0.017727992,"teacher_disagreement_score":0.35088673,"about_ca_system_score_codex":0.0011800159,"about_ca_system_score_gemma":0.0010250466,"threshold_uncertainty_score":0.9997247},"labels":[],"label_agreement":null},{"id":"W1523690130","doi":"","title":"THE EFFECTS OF AGE DIFFERENCES ON JOB SATISFACTION: A QUALITATIVE EXPLANATION OF ATTITUDE DIFFERENCES BETWEEN YOUNGER AND OLD WORKERS IN THE SUPERMARKET INDUSTRY.","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Psychology; Social psychology; Gerontology; Medicine","score_opus":0.03261669206872164,"score_gpt":0.27340337566474265,"score_spread":0.240786683596021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523690130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557033,0.00020159264,0.0000028676386,0.00007969479,0.00021599159,0.00047103933,0.00000890716,0.000014220283,0.043302383],"genre_scores_gemma":[0.9797918,0.000065458094,0.0000054927764,0.000015776506,0.000046261724,0.0000057007196,0.000036591344,0.00001355439,0.020019338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859583,0.00016254374,0.00030364207,0.00028691918,0.0004403492,0.00021073417],"domain_scores_gemma":[0.99812794,0.00112176,0.00045208842,0.00017864586,0.000108668835,0.000010887279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034340183,0.0002880136,0.00043073707,0.00033928108,0.00022123501,0.00010605876,0.00035250155,0.00025648187,0.00058665324],"category_scores_gemma":[0.00008765109,0.0001986117,0.00008451268,0.00066075206,0.0002035113,0.00035776637,0.00008162985,0.00048443332,0.0000025801248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017541568,0.000021620895,0.8737666,0.00039083595,0.0001513933,0.0000184294,0.0035541719,8.841488e-8,0.000019731413,0.0008286938,0.000045809214,0.12102719],"study_design_scores_gemma":[0.00048561025,0.000038515478,0.92893964,0.00056195486,0.00032872494,1.2779115e-7,0.068549596,0.0000017884395,0.000009362254,0.00005256935,0.00084819464,0.000183922],"about_ca_topic_score_codex":0.0050432775,"about_ca_topic_score_gemma":0.033384632,"teacher_disagreement_score":0.12084326,"about_ca_system_score_codex":0.000046131696,"about_ca_system_score_gemma":0.00002081706,"threshold_uncertainty_score":0.9842536},"labels":[],"label_agreement":null},{"id":"W1524754271","doi":"","title":"Minutes of Meeting: Graduate Council, March 15, 2004","year":2004,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Political science; Library science; Computer science","score_opus":0.05922366206347836,"score_gpt":0.21894857821171385,"score_spread":0.15972491614823547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524754271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16864337,0.000110933346,0.0044151763,0.00014193679,0.00047592167,0.00019895652,0.000016611577,0.00031661452,0.8256805],"genre_scores_gemma":[0.71180123,0.00007414039,0.002135714,0.00005803682,0.00021219879,0.000001000238,0.000016616767,0.00004933871,0.28565174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916327,0.000027324204,0.00013520688,0.000147088,0.00034399494,0.00018310439],"domain_scores_gemma":[0.9995987,0.00001478889,0.000036760583,0.00014930389,0.00012991208,0.000070564565],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013585237,0.00012689948,0.00013830145,0.00008200511,0.000056101715,0.000015732736,0.00016089116,0.000068467256,0.11670348],"category_scores_gemma":[0.000011545395,0.00014897803,0.00006620656,0.000253787,0.00006083475,0.00016982754,0.000031940395,0.00011266014,0.0011546407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020837228,0.00027581237,0.0016983631,0.0007656661,0.00037112867,0.00012729205,0.009959961,0.5862146,0.06781945,0.0009874778,0.13588355,0.19568832],"study_design_scores_gemma":[0.0027093312,0.00011439976,0.0047211987,0.00017636866,0.000090891925,0.0000065438517,0.0025324237,0.0040967795,0.0043574343,0.0004404233,0.98025024,0.00050397805],"about_ca_topic_score_codex":0.000017908771,"about_ca_topic_score_gemma":0.00027493018,"teacher_disagreement_score":0.84436667,"about_ca_system_score_codex":0.000466583,"about_ca_system_score_gemma":0.00007455577,"threshold_uncertainty_score":0.99962306},"labels":[],"label_agreement":null},{"id":"W1528543273","doi":"","title":"A study of water quality, zooplankton and macrophytes in wetlands of the Canadian Great Lakes basin: Implications for the restoration of Cootes Paradise Marsh","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Marsh; Wetland; Zooplankton; Water quality; Environmental science; Fishery; Structural basin; Paradise; Geography; Ecology; Hydrology (agriculture); Engineering; Biology; History","score_opus":0.02051980738052025,"score_gpt":0.22630861632735652,"score_spread":0.20578880894683627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528543273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784879,0.000031737876,6.309676e-7,0.00030510925,0.00004630659,0.0006002311,0.00017263163,0.0000024458827,0.020352993],"genre_scores_gemma":[0.97431827,0.00004004056,0.000011680888,0.000016090595,0.000004010593,0.000002961978,0.000046514375,0.0000037648342,0.025556663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993383,0.00009612096,0.00016648078,0.00018153129,0.00008856731,0.00012896126],"domain_scores_gemma":[0.99952984,0.00010460616,0.00014159133,0.00017356909,0.000024213361,0.000026194679],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010365812,0.00011247934,0.0002104715,0.0000622287,0.00028966647,0.000006722396,0.00026705067,0.000113179696,0.0019311787],"category_scores_gemma":[0.000009209634,0.00007328517,0.000051353833,0.0001984471,0.00022580367,0.0000665656,0.0000718826,0.000085613,0.000001511551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000263691,0.00008025599,0.9893754,0.000053235737,0.00006329335,0.00000118182,0.004721961,0.00007877437,0.00017345988,0.00006302328,0.0002355729,0.0048901606],"study_design_scores_gemma":[0.0005295026,0.00012837969,0.9864745,0.000023745402,0.00013922635,3.312672e-7,0.0075651347,0.000004252218,0.00038164528,0.00007767953,0.004589508,0.0000860855],"about_ca_topic_score_codex":0.06412278,"about_ca_topic_score_gemma":0.9573069,"teacher_disagreement_score":0.8931841,"about_ca_system_score_codex":0.00009065817,"about_ca_system_score_gemma":0.000033688055,"threshold_uncertainty_score":0.9989812},"labels":[],"label_agreement":null},{"id":"W1528679670","doi":"","title":"Newfoundland: The Oldest British Colony: Its History, Its Present Condition and Its Prospects in the Future","year":2009,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Genealogy; Geography","score_opus":0.0109334795961702,"score_gpt":0.19025362697039547,"score_spread":0.17932014737422527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528679670","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023098574,0.011505529,5.0449705e-7,0.0024318069,0.0005694059,0.0009671836,0.00007062927,0.000043341337,0.9841806],"genre_scores_gemma":[0.0010037774,0.0031748933,0.0000017216487,0.00067449023,0.0010462897,0.0000031905645,0.000034387987,0.00001837198,0.9940429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823433,0.00031818464,0.00015514441,0.00041418461,0.0004966552,0.0003814957],"domain_scores_gemma":[0.99927026,0.000084810745,0.00019067364,0.00018562484,0.00011077392,0.00015787664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026432335,0.00020526123,0.00026628203,0.00034962315,0.0010727088,0.00049240724,0.0007444465,0.0004064767,0.030511228],"category_scores_gemma":[0.00001982783,0.00023206547,0.00010979203,0.0002894767,0.00042691975,0.00042161258,0.00007771679,0.0006189037,0.00011159099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033205546,0.000056361958,0.00004696359,0.00010626465,0.00004195846,0.00096773123,0.013058195,0.0000035587204,0.0000018747056,0.09881813,0.85965335,0.027212413],"study_design_scores_gemma":[0.00043115587,0.000050624705,0.0011816949,0.00013678326,0.00008634017,0.000015901322,0.0017672798,0.000004871617,7.227413e-8,0.0003759164,0.9956781,0.00027124304],"about_ca_topic_score_codex":0.05414557,"about_ca_topic_score_gemma":0.9641781,"teacher_disagreement_score":0.9100325,"about_ca_system_score_codex":0.0048297094,"about_ca_system_score_gemma":0.0019762064,"threshold_uncertainty_score":0.9989906},"labels":[],"label_agreement":null},{"id":"W1529386724","doi":"","title":"Assessing the Long-Term Health Effects of Childhood Exposure to Adverse Air Quality: Case Study from Hamilton, Ontario (1975 - 2005)","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Environmental health; Air quality index; Adverse effect; Quality (philosophy); Medicine; Environmental science; Gerontology; Geography; Meteorology; Internal medicine; Physics","score_opus":0.030187891923702713,"score_gpt":0.295412343738049,"score_spread":0.2652244518143463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529386724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780897,0.00013431389,0.00012762287,0.00016492195,0.00047827107,0.0020593526,0.000038188402,0.00006063204,0.018847018],"genre_scores_gemma":[0.82656187,0.000049023125,0.00040162104,0.0016900692,0.000089730165,0.000006576992,0.00018896082,0.00006240059,0.17094976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601364,0.00095060334,0.0006770841,0.0008426675,0.00076885335,0.0007471486],"domain_scores_gemma":[0.9974801,0.00028351104,0.0008120104,0.0007895329,0.00003159106,0.00060325605],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004622915,0.00053526193,0.00081542006,0.00012575509,0.0008526876,0.000046096648,0.0006774896,0.00031247316,0.016682684],"category_scores_gemma":[0.00003359224,0.0004934103,0.00020494706,0.0005370108,0.000122037905,0.00059775676,0.00022586966,0.00078452175,0.00014237703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035304442,0.002153535,0.47441337,0.00052831095,0.00037153735,0.0052814335,0.31532434,0.00065270165,0.000040312712,0.000008913929,0.0023193825,0.19855312],"study_design_scores_gemma":[0.0016283455,0.00074233307,0.9340546,0.00039472594,0.00016536588,0.00004002636,0.04715801,0.0000019437448,0.00006422786,0.000004364742,0.015244626,0.0005014357],"about_ca_topic_score_codex":0.29585057,"about_ca_topic_score_gemma":0.8465173,"teacher_disagreement_score":0.55066675,"about_ca_system_score_codex":0.0014998235,"about_ca_system_score_gemma":0.0005926244,"threshold_uncertainty_score":0.99975175},"labels":[],"label_agreement":null},{"id":"W1530482477","doi":"","title":"The Tripartite Bargaining Model: The Struggle to Organise Migrant Farmworkers","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Migrant workers; Political science; Sociology; Labour economics; Business; Economics; Economic growth","score_opus":0.013539909860846803,"score_gpt":0.23937353891181287,"score_spread":0.22583362905096607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530482477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025642624,0.00018293751,0.00007713655,0.0010626931,0.000428357,0.00063808524,0.000049628085,0.00009715007,0.97182137],"genre_scores_gemma":[0.06538204,0.00020276611,0.000067905785,0.00052715524,0.00013471801,0.0000033939668,0.000038331036,0.000034965862,0.9336087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982112,0.00023244847,0.00018911691,0.00035336832,0.00047492067,0.00053893076],"domain_scores_gemma":[0.9991015,0.00011759591,0.00013238411,0.0003364682,0.00011572194,0.0001962879],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026653172,0.00024138766,0.00019376546,0.000072428906,0.0027426467,0.00030897587,0.0010480118,0.00019628862,0.025330981],"category_scores_gemma":[0.000024549476,0.00016886018,0.00014387586,0.00093204196,0.00012500727,0.00017290105,0.0000652553,0.00033359238,0.000049831408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073340937,0.000096988,0.00015628293,0.000010457672,0.00032665284,0.00004107696,0.11540808,0.0026943858,0.00008651307,0.14296699,0.030220246,0.70725894],"study_design_scores_gemma":[0.00024529579,0.000022979842,0.00038983574,0.000045945097,0.00009336952,7.8596585e-8,0.08226048,0.00014457571,0.000016220842,0.0004702599,0.91608673,0.00022422831],"about_ca_topic_score_codex":0.003136191,"about_ca_topic_score_gemma":0.099248834,"teacher_disagreement_score":0.88586646,"about_ca_system_score_codex":0.00022573376,"about_ca_system_score_gemma":0.0004386856,"threshold_uncertainty_score":0.99855566},"labels":[],"label_agreement":null},{"id":"W1531285781","doi":"","title":"Communities apart: Dissenting traditions in nineteenth-century central Canada","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dissenting opinion; History; Political science; Ancient history; Law","score_opus":0.010155215812756411,"score_gpt":0.18784536786583067,"score_spread":0.17769015205307426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531285781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0702532,0.00030823427,5.601544e-7,0.00013438762,0.0009048043,0.00019326508,0.00017940716,0.00003918527,0.927987],"genre_scores_gemma":[0.0693852,0.0021830848,0.0000118776115,0.00008473112,0.00016404402,0.0000014533261,0.00081932376,0.000024490935,0.9273258],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850345,0.00022108617,0.00019079084,0.00020970633,0.0003385886,0.000536395],"domain_scores_gemma":[0.9993823,0.000059767768,0.000118720585,0.00016361279,0.000039245773,0.00023633798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006043642,0.00018226352,0.0002506067,0.0007702322,0.0012913054,0.0002459986,0.00048645723,0.00021462311,0.22016335],"category_scores_gemma":[0.0000051968627,0.00030343258,0.00010930333,0.0006591192,0.00021914655,0.00028876535,0.000009332138,0.00046994936,0.00002532274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047961055,0.00040603284,0.007171298,0.0005522896,0.00030740682,0.0017093166,0.39660573,0.00035071926,0.000011778601,0.026211444,0.13142519,0.43476918],"study_design_scores_gemma":[0.00021471902,0.0000053357458,0.005129342,0.00014300538,0.000045241624,4.6093317e-7,0.1336147,0.000006708178,5.987222e-7,0.000013392499,0.86056495,0.00026157903],"about_ca_topic_score_codex":0.99625784,"about_ca_topic_score_gemma":0.9999912,"teacher_disagreement_score":0.72913975,"about_ca_system_score_codex":0.0033642715,"about_ca_system_score_gemma":0.003468264,"threshold_uncertainty_score":0.99994177},"labels":[],"label_agreement":null},{"id":"W1531653146","doi":"","title":"Women and computer science: Alternative routes to computing careers","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer Science and Engineering; Computer science; Data science; Human–computer interaction; Software engineering","score_opus":0.01408020246316244,"score_gpt":0.25594536152329456,"score_spread":0.24186515906013212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531653146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5250759,0.000028754792,0.0001944323,0.00016556955,0.0008194892,0.00026429392,0.000006114499,0.00010627962,0.47333914],"genre_scores_gemma":[0.74125767,0.00004061134,0.00096998096,0.00011802054,0.0002140272,0.000001250969,0.000022105538,0.000015803818,0.25736055],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99841607,0.000075211625,0.00011797708,0.0005355786,0.00035818596,0.0004969677],"domain_scores_gemma":[0.9993116,0.000042684904,0.00009634023,0.00015463389,0.00016305663,0.00023167385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023485861,0.00018977051,0.00020844719,0.00047288695,0.00093572395,0.0001644279,0.00063896604,0.00021935513,0.008132353],"category_scores_gemma":[0.000018628149,0.0002308644,0.00003725226,0.0010428374,0.00037203316,0.0002508708,0.00009401678,0.00024599922,0.000048109807],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043973974,0.000029669292,0.0019836696,0.000021509668,0.000041613395,0.000012697318,0.19873889,0.000050313363,0.000020678484,0.004883333,0.0002956437,0.793878],"study_design_scores_gemma":[0.0006559264,0.00020458721,0.018641612,0.00016882305,0.000073110496,0.0000026340592,0.51536554,0.00023987643,0.00023602601,0.0024016188,0.4611013,0.00090894935],"about_ca_topic_score_codex":0.0012431457,"about_ca_topic_score_gemma":0.0022821128,"teacher_disagreement_score":0.79296905,"about_ca_system_score_codex":0.0006925018,"about_ca_system_score_gemma":0.00047472122,"threshold_uncertainty_score":0.99277437},"labels":[],"label_agreement":null},{"id":"W1533092699","doi":"","title":"Measuring identity theft in Canada: 2006 consumer survey","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity theft; Identity (music); Computer security; Internet privacy; Business; Computer science; Art","score_opus":0.044905145649431134,"score_gpt":0.19674207533456428,"score_spread":0.15183692968513315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533092699","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26441637,0.00031982292,0.021451462,0.00017124183,0.00049175293,0.00025916332,0.00002062461,0.00010773887,0.7127618],"genre_scores_gemma":[0.92889136,0.000071464936,0.00028318987,0.00016872972,0.000011628741,3.6647637e-7,0.0000022369452,0.0000064053515,0.070564635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987611,0.00013053221,0.00015254103,0.0003140773,0.00030496565,0.00033675326],"domain_scores_gemma":[0.9994398,0.0000755096,0.000052198553,0.0002859426,0.000065301574,0.00008127147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015473065,0.00014592527,0.00019450804,0.000087680164,0.00021778983,0.000028935692,0.0007271572,0.000031285592,0.0033080794],"category_scores_gemma":[0.000015705302,0.00015766622,0.000040944975,0.0006662762,0.000055154283,0.0007581242,0.0004976146,0.00013229322,0.000045246103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002234454,0.00003865143,0.9619159,0.000012548881,0.000059046848,0.0005309407,0.00051076233,0.0002760126,0.000020083973,0.0061607026,0.003931416,0.026521552],"study_design_scores_gemma":[0.0008363118,0.000015162925,0.84721714,0.000021688178,0.000008008718,0.00001178978,0.00028424533,0.0005187549,0.0001682861,0.000039288927,0.15056339,0.00031596536],"about_ca_topic_score_codex":0.9346883,"about_ca_topic_score_gemma":0.99184644,"teacher_disagreement_score":0.66447496,"about_ca_system_score_codex":0.00047290316,"about_ca_system_score_gemma":0.0004516787,"threshold_uncertainty_score":0.99760306},"labels":[],"label_agreement":null},{"id":"W1534682221","doi":"","title":"Duplicate Gene Evolution and Expression After Polyploidization","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Gene expression; Biology; Genetics; Expression (computer science); Gene; Computational biology; Computer science","score_opus":0.0075144475826609694,"score_gpt":0.1755320873297927,"score_spread":0.16801763974713171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534682221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197837,0.00066349254,0.000054740896,0.00023467807,0.00018136192,0.00035619823,0.00009086791,0.00011128536,0.07852364],"genre_scores_gemma":[0.7233619,0.00016357307,0.0002331117,0.000057221,0.0002233865,0.0000030027024,0.00091167766,0.0000027420408,0.27504334],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990811,0.000051364033,0.00013034527,0.00039859366,0.00015009724,0.00018854505],"domain_scores_gemma":[0.9996382,0.000021146929,0.0001189861,0.00005612878,0.00006655914,0.00009895326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027879,0.00020179062,0.00016135024,0.000028644065,0.0002098274,0.00005717876,0.0001473677,0.00026990543,0.018770227],"category_scores_gemma":[0.000004880572,0.000106931526,0.00007310062,0.00033450124,0.000018093233,0.00013853071,0.00004277488,0.000121546254,0.000037475253],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002659767,0.00009331286,0.0026593285,0.000026850897,0.00002272226,0.000019889096,0.00020084127,0.000009753953,0.35689014,0.00028645588,0.0001451031,0.6393796],"study_design_scores_gemma":[0.00048733104,0.0002794071,0.7657722,0.00019300765,0.0001653028,0.000008703498,0.0011957857,0.0001066835,0.013555805,0.0011316797,0.21637547,0.00072862685],"about_ca_topic_score_codex":0.00014038118,"about_ca_topic_score_gemma":0.0025586672,"teacher_disagreement_score":0.76311284,"about_ca_system_score_codex":0.000059699152,"about_ca_system_score_gemma":0.000013423339,"threshold_uncertainty_score":0.9821268},"labels":[],"label_agreement":null},{"id":"W1535760020","doi":"","title":"The effectiveness and efficiency of providing home care visits in nursing clinics versus the traditional home setting","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing homes; Nursing; Medicine; Family medicine","score_opus":0.02203923419511319,"score_gpt":0.3180458214483363,"score_spread":0.29600658725322315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535760020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848448,0.0031341515,0.000042758515,0.00014640816,0.0043056607,0.0016595904,0.00006532753,0.000055402954,0.14214274],"genre_scores_gemma":[0.9906144,0.0001503073,0.00003894485,0.000008238686,0.00018681475,0.000008224686,0.00015343635,0.00004149405,0.008798142],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977133,0.0007358436,0.00038856492,0.0003999884,0.00031581146,0.00044647724],"domain_scores_gemma":[0.99677914,0.0022955057,0.0004207325,0.00022902453,0.00020780771,0.00006777006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054363057,0.00027154956,0.00039703085,0.00019414099,0.001250745,0.000030034023,0.00036447373,0.00039303256,0.00037823548],"category_scores_gemma":[0.0000747022,0.00021022501,0.00013622246,0.00067032245,0.00012534184,0.00012801371,0.00005158153,0.00091728364,0.000005270312],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010681624,0.00022544856,0.020640468,0.004822211,0.00021104977,0.00007421772,0.10837428,0.00029723634,0.0001587842,0.01788468,0.00017919473,0.8364508],"study_design_scores_gemma":[0.010427819,0.00070157665,0.36833146,0.010614238,0.00059000216,0.000003784349,0.59681576,0.00006505663,0.0001272485,0.0015705631,0.00993848,0.0008139884],"about_ca_topic_score_codex":0.00017077572,"about_ca_topic_score_gemma":0.0011241888,"teacher_disagreement_score":0.8356368,"about_ca_system_score_codex":0.00062942936,"about_ca_system_score_gemma":0.00070990983,"threshold_uncertainty_score":0.9619846},"labels":[],"label_agreement":null},{"id":"W1538085854","doi":"","title":"Comparison of Downscaled RCM and GCM data for Hydrologic Impact Assessment","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"GCM transcription factors; Environmental science; Climatology; General Circulation Model; Climate change; Geology","score_opus":0.028749907210322778,"score_gpt":0.2943701317456323,"score_spread":0.26562022453530953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538085854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63927335,0.00023420966,0.004883837,0.00010484941,0.00021630997,0.0009724769,0.00026406755,0.000056695764,0.35399422],"genre_scores_gemma":[0.6986905,0.0000284807,0.0010334519,0.000023049663,0.00001755803,0.0000016725212,0.0010048198,0.000012509993,0.299188],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99882853,0.000053245258,0.00021124171,0.0004768419,0.0002172838,0.00021286936],"domain_scores_gemma":[0.9992527,0.00005723207,0.00024270729,0.0003594608,0.00002224266,0.000065657914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010926081,0.00023674473,0.0004266126,0.000061465194,0.00014859445,0.00003113933,0.0005268288,0.000153904,0.012077711],"category_scores_gemma":[0.000007291826,0.00021606729,0.00008342536,0.00016837852,0.00007786604,0.00026288227,0.00025947994,0.00013101664,0.000012685965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002812731,0.00022205668,0.08827841,0.00010034555,0.00018218017,0.000007881808,0.000824913,0.00013516548,0.0013938783,0.00008757965,0.0040919795,0.9043943],"study_design_scores_gemma":[0.00241908,0.0010077227,0.5287371,0.000095460775,0.0006745602,0.000002357887,0.007048074,0.007573246,0.00055894454,0.00016189816,0.4509624,0.0007591498],"about_ca_topic_score_codex":0.00026683306,"about_ca_topic_score_gemma":0.0020634907,"teacher_disagreement_score":0.9036352,"about_ca_system_score_codex":0.00014785197,"about_ca_system_score_gemma":0.000019845502,"threshold_uncertainty_score":0.9888254},"labels":[],"label_agreement":null},{"id":"W1538213694","doi":"","title":"The Impact of Incarceration on Women","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mass incarceration; Psychology; Criminology; Prison","score_opus":0.011962938685863112,"score_gpt":0.2699972021058137,"score_spread":0.25803426341995056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538213694","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38602108,0.000014460672,0.000011541577,0.000017559589,0.00018408697,0.00008916206,0.000006044776,0.000016215405,0.61363983],"genre_scores_gemma":[0.34469888,0.00015855578,0.0000061199767,0.0000050197787,0.000115615185,0.0000010992727,0.000028821694,0.000008931443,0.65497696],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99906784,0.00013516787,0.00012246292,0.0001788042,0.00027057665,0.00022516419],"domain_scores_gemma":[0.99920255,0.0001342907,0.0002021658,0.00018104642,0.00019795852,0.000081986174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017886878,0.00013139623,0.00016833116,0.00015238642,0.00081880204,0.00008763724,0.00033644246,0.00022589319,0.03339786],"category_scores_gemma":[0.000053915584,0.00010634074,0.00022499058,0.0005944247,0.00009864729,0.00011354857,0.000016736465,0.00031665718,0.000037322723],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035120785,0.000060603117,0.00021288308,0.000016327953,0.00016373063,0.000005264154,0.032039348,0.00009353953,0.00018408692,0.0025697765,0.0007625138,0.96354073],"study_design_scores_gemma":[0.00018040201,0.00018986018,0.0017342381,0.000040791147,0.00024010993,1.8279103e-7,0.73881537,0.00009726101,0.000082187405,0.00010939822,0.25830966,0.00020054169],"about_ca_topic_score_codex":0.016838957,"about_ca_topic_score_gemma":0.1451079,"teacher_disagreement_score":0.96334016,"about_ca_system_score_codex":0.00038514085,"about_ca_system_score_gemma":0.0003400268,"threshold_uncertainty_score":0.989708},"labels":[],"label_agreement":null},{"id":"W1539243929","doi":"","title":"Humane Disposability: Rethinking “Food Animals,” Animal Welfare, and Vegetarianism in Response to the Factory Farm","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Factory (object-oriented programming); Animal welfare; Welfare; Agricultural science; Business; Agricultural economics; Biotechnology; Economics; Biology; Market economy; Computer science; Ecology","score_opus":0.02665526751589339,"score_gpt":0.2588878206930558,"score_spread":0.23223255317716243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539243929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6774521,0.00022144223,0.0000010546507,0.001203547,0.00045854805,0.0006953168,0.000037916743,0.00010026924,0.3198298],"genre_scores_gemma":[0.8697903,0.000052555977,0.00010936848,0.00007862982,0.00008865475,0.0000057848015,0.000022943123,0.000040213366,0.12981154],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697113,0.00086597586,0.00033031483,0.00077361945,0.00046858066,0.00059038814],"domain_scores_gemma":[0.99869496,0.0002555421,0.0002446445,0.0004075368,0.00017649228,0.00022080069],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075338775,0.0004012969,0.00040495876,0.00060838443,0.0014359436,0.00024988654,0.0009767631,0.00046859746,0.020838479],"category_scores_gemma":[0.00020507112,0.00041054838,0.00019227114,0.0008818739,0.0003417898,0.0003750051,0.00022450989,0.0009069253,0.000057857054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019858925,0.0006865704,0.024953535,0.00037906153,0.0008122625,0.00060399313,0.63721794,0.00001994623,0.002314834,0.24307327,0.00055579096,0.06952385],"study_design_scores_gemma":[0.00039140947,0.00060497783,0.26151648,0.0001727674,0.00014890217,0.000002492253,0.19972394,0.0000021645362,0.000033592223,0.00092592445,0.5358835,0.0005938343],"about_ca_topic_score_codex":0.010147587,"about_ca_topic_score_gemma":0.71105355,"teacher_disagreement_score":0.700906,"about_ca_system_score_codex":0.00031546573,"about_ca_system_score_gemma":0.0001677637,"threshold_uncertainty_score":0.99986404},"labels":[],"label_agreement":null},{"id":"W1540361981","doi":"","title":"Accessibility and the Allocation of Clinic Resources to Optimize Blood Donor Yield: A Case Study of the Hamilton CMA","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Blood donor; Operations research; Medicine; Engineering; Immunology; Materials science","score_opus":0.024959284573326013,"score_gpt":0.24337877921305123,"score_spread":0.2184194946397252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540361981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8763405,0.00008242918,0.000026332384,0.00016590672,0.00027622248,0.0009978113,0.0000033603349,0.000020007083,0.12208742],"genre_scores_gemma":[0.954906,0.000015856194,0.00003395277,0.00014709345,0.00008694651,0.0000045533557,0.0000084061685,0.000017073227,0.04478011],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987356,0.00012302962,0.00038602814,0.00032055448,0.00029744246,0.0001373101],"domain_scores_gemma":[0.998248,0.00025581004,0.0008179652,0.0003924136,0.0002670543,0.00001877281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052991894,0.00020858792,0.00033933908,0.00018946777,0.00026552047,0.0001017834,0.000474364,0.00014012102,0.007701686],"category_scores_gemma":[0.00008252819,0.00014116422,0.00011892471,0.0007564179,0.00008372093,0.0007250463,0.00016946875,0.00024633965,0.000007900065],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015606337,0.0094080325,0.25898394,0.005124254,0.003470185,0.00026800693,0.08280419,0.0003479666,0.00077360496,0.00499714,0.0006113386,0.617605],"study_design_scores_gemma":[0.024782322,0.00032236704,0.29026097,0.00086314796,0.014442923,0.00005469973,0.53816354,0.00062094914,0.00048999937,0.00029778236,0.12827568,0.0014255976],"about_ca_topic_score_codex":0.0070363753,"about_ca_topic_score_gemma":0.0207021,"teacher_disagreement_score":0.6161794,"about_ca_system_score_codex":0.000010051482,"about_ca_system_score_gemma":0.000023150673,"threshold_uncertainty_score":0.99957585},"labels":[],"label_agreement":null},{"id":"W1540750555","doi":"","title":"Inside Experiences of Community Organizing: A Case Study","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data science; Geography; Computer science","score_opus":0.050277554072529755,"score_gpt":0.3079385627330821,"score_spread":0.25766100866055236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540750555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5564278,0.000031819844,0.000007918887,0.000009495786,0.00022963136,0.00024194551,0.0000011954941,0.00007020867,0.44298002],"genre_scores_gemma":[0.77637494,0.000016853972,0.00007332959,0.00003334753,0.000040421222,0.0000015178593,0.000024164841,0.000021979884,0.22341342],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99618775,0.0024946274,0.00027417045,0.0001980303,0.00050975895,0.00033567398],"domain_scores_gemma":[0.9983176,0.0003772899,0.00035153548,0.0004997951,0.0003048622,0.00014893463],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011682255,0.000254111,0.00037933406,0.0003072868,0.0022116266,0.00007804888,0.001070735,0.00027629104,0.028612418],"category_scores_gemma":[0.00007893772,0.00030402484,0.00010933613,0.0012354796,0.00017203225,0.00021410006,0.00022058132,0.0012033166,0.000020585734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078562356,0.0005314847,0.0012613317,0.00007103587,0.00011092293,0.0007567363,0.9031715,0.0000057460265,0.0000108847435,0.00029304827,0.00009684044,0.09361193],"study_design_scores_gemma":[0.00042589733,0.0002090152,0.00041571693,0.00007260273,0.00012468238,0.000007284575,0.9048155,0.0000011052063,0.000083513885,0.000011502946,0.09358365,0.00024953386],"about_ca_topic_score_codex":0.10365011,"about_ca_topic_score_gemma":0.33371618,"teacher_disagreement_score":0.23006608,"about_ca_system_score_codex":0.00021526999,"about_ca_system_score_gemma":0.00027041932,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W1541897644","doi":"","title":"The relationship between new transportation infrastructure and psychosocial well-being: A case study of the Red Hill Valley Parkway in Hamilton, Ontario","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Geography; Environmental planning; Engineering; Transport engineering; Psychology; Psychotherapist","score_opus":0.0178543936016535,"score_gpt":0.25337747630710244,"score_spread":0.23552308270544894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541897644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304265,0.00002094052,0.000004802576,0.00013160755,0.00041940814,0.00087384175,0.0000087784365,0.000020110927,0.06809401],"genre_scores_gemma":[0.84363204,0.000006469999,0.000019936691,0.0000060899556,0.00009075942,0.0000013658996,0.000045581535,0.00001390724,0.15618382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818796,0.00035308386,0.0004070599,0.00040406027,0.00039564073,0.00025220154],"domain_scores_gemma":[0.9987965,0.000292809,0.00042352246,0.00027627364,0.00009605808,0.0001148421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003680901,0.00023265286,0.00029945662,0.00009340755,0.0010134602,0.00007804949,0.00052126154,0.0005174274,0.0020216391],"category_scores_gemma":[0.000037065765,0.00018601051,0.00012427628,0.0006874989,0.00018435047,0.00027590455,0.000010797519,0.0010427121,7.0227463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108922046,0.000042489766,0.81904274,0.000021539854,0.000035901674,0.00004377554,0.17224775,0.0000030149197,0.0000017247593,0.00035467726,0.000074520554,0.008022917],"study_design_scores_gemma":[0.0008815774,0.000033913253,0.87297684,0.000051010447,0.00020521545,3.4688873e-7,0.092197955,4.5190492e-7,0.0000025193494,0.0018406898,0.031638727,0.000170729],"about_ca_topic_score_codex":0.20367506,"about_ca_topic_score_gemma":0.99099433,"teacher_disagreement_score":0.78731924,"about_ca_system_score_codex":0.0001933219,"about_ca_system_score_gemma":0.0005924838,"threshold_uncertainty_score":0.99889064},"labels":[],"label_agreement":null},{"id":"W1542626674","doi":"","title":"Characterization of Nitrogen Dioxide and Sulphur Dioxide Ambient Concentrations over an Urban Area through Land use Regression Modeling: An application to Hamilton, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nitrogen dioxide; Sulfur dioxide; Environmental science; Characterization (materials science); Environmental chemistry; Geography; Chemistry; Meteorology; Materials science; Inorganic chemistry; Nanotechnology","score_opus":0.01992979509127327,"score_gpt":0.2156322295071065,"score_spread":0.19570243441583324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542626674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740528,0.000030592506,0.022582978,0.000015756252,0.00008485573,0.0004902169,0.00009243119,0.00022419338,0.0024261735],"genre_scores_gemma":[0.9472861,0.00014476983,0.0011418188,0.000038417118,0.000054807635,0.000010499007,0.0026327537,0.00006477233,0.048626017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984761,0.00003666015,0.0003488519,0.00059535814,0.00026450507,0.00027853128],"domain_scores_gemma":[0.99891716,0.000023764618,0.00023207454,0.00046301042,0.00018095037,0.00018303668],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000034312794,0.00036948785,0.0004421295,0.00015312915,0.00015058846,0.000044329325,0.0003127527,0.00046045502,0.00070574525],"category_scores_gemma":[0.000022792481,0.00037746,0.00008840499,0.00029780244,0.000035589517,0.00083371636,0.00006095808,0.00031798548,0.000002808852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068987784,0.00019200223,0.023302196,0.00010989327,0.00010292755,0.000020012105,0.0061339936,0.0032353802,0.9571881,0.0005575325,0.000038980554,0.008429104],"study_design_scores_gemma":[0.0063867085,0.00080582325,0.03146519,0.0018055174,0.0009791913,0.000022396773,0.008056663,0.18202695,0.62603146,0.0003516984,0.13849549,0.0035729236],"about_ca_topic_score_codex":0.0047108685,"about_ca_topic_score_gemma":0.012000404,"teacher_disagreement_score":0.33115667,"about_ca_system_score_codex":0.0002593234,"about_ca_system_score_gemma":0.000080984886,"threshold_uncertainty_score":0.99986774},"labels":[],"label_agreement":null},{"id":"W1542627695","doi":"","title":"Powder Die Fill Study for Powder Metallurgy Applications Using New Experimental Approaches","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Powder metallurgy; Die (integrated circuit); Materials science; Metallurgy; Nanotechnology; Sintering","score_opus":0.03785229168119428,"score_gpt":0.22587095306102253,"score_spread":0.18801866137982826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542627695","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39755458,0.0043434845,0.019409414,0.00003184939,0.0024979357,0.009936739,0.00013887038,0.001758353,0.5643288],"genre_scores_gemma":[0.3768425,0.00001301826,0.00827353,0.000017908384,0.00041515916,0.000077240715,0.00055230845,0.00033504987,0.6134733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984115,0.000035327866,0.00029040917,0.00059060316,0.00024504738,0.0004271211],"domain_scores_gemma":[0.9991178,0.000040468618,0.000121257486,0.0004687759,0.00007301826,0.00017870989],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004828395,0.0005742877,0.0004994692,0.00024926584,0.00024401661,0.00012691473,0.0006219097,0.0003935922,0.00892267],"category_scores_gemma":[0.0000034627744,0.00065291545,0.00023926071,0.00026769706,0.00004320751,0.00035614174,0.00010450018,0.00044213582,0.00004776603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019550612,0.0035197022,0.0010337486,0.0026385307,0.009754628,0.00019268595,0.049352657,0.029127508,0.25196698,0.0029355611,0.0035950385,0.6439279],"study_design_scores_gemma":[0.00436092,0.00046445103,0.0003454328,0.0001623035,0.0019438242,0.000015376325,0.07642866,0.017541487,0.05889879,0.000096029195,0.8365179,0.0032248357],"about_ca_topic_score_codex":0.00015071472,"about_ca_topic_score_gemma":0.0009771411,"teacher_disagreement_score":0.8329229,"about_ca_system_score_codex":0.00025858064,"about_ca_system_score_gemma":0.00009579543,"threshold_uncertainty_score":0.9995922},"labels":[],"label_agreement":null},{"id":"W1543370477","doi":"","title":"The Survival and Decline of the Evangelical Identity of the United Church of Canada 1930-1971","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Political science; Religious studies; Theology; Art; Philosophy; Aesthetics","score_opus":0.014729926849109913,"score_gpt":0.2161377542949604,"score_spread":0.20140782744585048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543370477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3948739,0.00041591993,0.0000017075266,0.00052830006,0.001319006,0.00029739406,0.00013274458,0.0000056525473,0.6024254],"genre_scores_gemma":[0.22872794,0.0005550511,0.0000036213523,0.000027916081,0.000058049383,3.244355e-7,0.000013067552,0.000010845591,0.7706032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984787,0.00032672472,0.00020380275,0.00014709916,0.000662996,0.00018068374],"domain_scores_gemma":[0.9988806,0.00016375001,0.00036697803,0.00026105245,0.00025213786,0.00007546217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020716664,0.0001020974,0.00021513282,0.00016392415,0.001082006,0.000034268505,0.0009038707,0.00015495451,0.0021158396],"category_scores_gemma":[0.0001335958,0.00008164033,0.00013364012,0.0010577305,0.0009922152,0.000090550784,0.00012821474,0.00024115531,5.8249543e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019614873,0.00060134963,0.1052828,0.0024893652,0.0020876294,0.00013803465,0.17225216,0.00024103084,0.001348699,0.38221174,0.19196716,0.13941854],"study_design_scores_gemma":[0.00020769045,0.000009402903,0.053579427,0.00007127329,0.00009391917,3.773381e-7,0.02473661,0.0000036811805,0.000041484072,0.00008796277,0.92107433,0.00009383433],"about_ca_topic_score_codex":0.9772398,"about_ca_topic_score_gemma":0.99983734,"teacher_disagreement_score":0.7291072,"about_ca_system_score_codex":0.00044309304,"about_ca_system_score_gemma":0.0034879223,"threshold_uncertainty_score":0.99879634},"labels":[],"label_agreement":null},{"id":"W1544232965","doi":"","title":"The Long-term Fate and Migration of DDT in Soil and Groundwater at Point Pelee National Park, Ontario, Canada","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Groundwater; National park; Term (time); Environmental science; Geography; Hydrology (agriculture); Environmental protection; Archaeology; Geology; Geotechnical engineering","score_opus":0.007025602497001375,"score_gpt":0.1667211867561017,"score_spread":0.15969558425910033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544232965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95046043,0.00010210719,0.0000013321636,0.000107215754,0.000087031,0.00021388516,0.000022739552,0.000004584925,0.049000695],"genre_scores_gemma":[0.67177945,0.00028400213,0.00007934118,0.000050816358,0.000007260549,0.0000013099594,0.00013000263,0.000010950218,0.3276569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884045,0.000039839168,0.00016149551,0.00035758427,0.0003930894,0.00020751404],"domain_scores_gemma":[0.99963826,0.00004087983,0.00015123741,0.00009945757,0.000009603937,0.00006056385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000069070826,0.0002167062,0.00018416959,0.000039296272,0.00029469404,0.000025203382,0.00018497936,0.00010933284,0.008797986],"category_scores_gemma":[0.0000040271475,0.0002004369,0.00003575354,0.00009937915,0.00023960376,0.00019236728,0.00030336337,0.00016254961,0.00001274145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014603995,0.000034085642,0.9920179,0.000045478384,0.0000489974,0.000042295524,0.0018200013,0.00010851529,0.00032167326,0.00001772221,0.0006100615,0.0047872104],"study_design_scores_gemma":[0.0005600221,0.000045600595,0.9858184,0.000052889016,0.00004222965,0.0000036454858,0.0016566108,0.000005855749,0.0005065644,0.000036455454,0.011058859,0.00021287077],"about_ca_topic_score_codex":0.8062917,"about_ca_topic_score_gemma":0.9991073,"teacher_disagreement_score":0.27868098,"about_ca_system_score_codex":0.0028232916,"about_ca_system_score_gemma":0.000048737074,"threshold_uncertainty_score":0.9921081},"labels":[],"label_agreement":null},{"id":"W1544920921","doi":"","title":"Unravelling Nested Institutional Arrangements","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.0173398146497772,"score_gpt":0.20497375227237646,"score_spread":0.18763393762259928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544920921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2903227,0.000059101392,0.000065080974,0.000028839944,0.00036616277,0.00024812168,0.000026034028,0.00005879896,0.7088252],"genre_scores_gemma":[0.04286197,0.00029597062,0.00022628043,0.000105454536,0.00007576084,0.0000026940693,0.0003655819,0.0000309639,0.9560353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842465,0.00005120981,0.00017210763,0.00054680713,0.0004424203,0.00036277634],"domain_scores_gemma":[0.99941075,0.000022119877,0.000186135,0.00023766988,0.000026960071,0.000116372634],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000051536164,0.0002953253,0.00023173068,0.000059136484,0.000382754,0.000028095274,0.00045419118,0.00026006086,0.24661669],"category_scores_gemma":[0.000014905146,0.00034728253,0.00013107805,0.0005188933,0.00016385417,0.00034825673,0.00012702416,0.00027689646,0.00083571667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024000898,0.0013323071,0.067391396,0.0013285537,0.00045624856,0.0037941667,0.049800627,0.011777324,0.0024446389,0.0022412438,0.02071002,0.8363234],"study_design_scores_gemma":[0.00070420635,0.000045090866,0.021914389,0.00010964936,0.00006631983,0.000009276699,0.014754249,0.00013578526,0.0003174575,0.00010474381,0.9613112,0.00052761286],"about_ca_topic_score_codex":0.0004994204,"about_ca_topic_score_gemma":0.002513123,"teacher_disagreement_score":0.9406012,"about_ca_system_score_codex":0.0009088627,"about_ca_system_score_gemma":0.00006262784,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W1548740931","doi":"","title":"Simulation of Subcritical Experimentsin ZED-2 using G4-STORK","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Stork; Environmental science; Biology; Ecology","score_opus":0.019571130767394068,"score_gpt":0.23037280507806118,"score_spread":0.21080167431066713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548740931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2834751,0.00037105774,0.0045372685,0.0000012952218,0.001451357,0.0002626205,0.000042787018,0.00033509286,0.70952344],"genre_scores_gemma":[0.97920287,0.000008109515,0.00059994217,0.0000017667091,0.0001206159,2.625369e-7,0.000129255,0.00011628556,0.01982091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920535,0.000014434052,0.00017143713,0.00018138778,0.00021081272,0.00021657998],"domain_scores_gemma":[0.99955505,0.000025219833,0.00004766869,0.00017166864,0.00009549369,0.00010488642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028740948,0.00024759854,0.0003022092,0.00014096983,0.000030107767,0.000022625936,0.00016959068,0.00021844084,0.0036453088],"category_scores_gemma":[0.0000063752,0.00032154733,0.00009486273,0.00028026494,0.000016571206,0.00019227811,0.000025641997,0.0002094056,0.00001822484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108709246,0.00006448486,0.00005142725,0.00069499674,0.00024803935,0.000044022654,0.001429516,0.905615,0.03591301,0.0015910036,0.00025089746,0.053988896],"study_design_scores_gemma":[0.0011114109,0.000074255186,0.00013320171,0.00052335346,0.0002881736,0.0000014760196,0.004152414,0.71806186,0.006182588,0.00015844015,0.2682402,0.0010725688],"about_ca_topic_score_codex":0.000041112813,"about_ca_topic_score_gemma":0.000015392488,"teacher_disagreement_score":0.69572777,"about_ca_system_score_codex":0.00025174086,"about_ca_system_score_gemma":0.000033884004,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W1549004440","doi":"","title":"Risk, Panics and Moral Politics in Canada","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"American Political and Social Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moral panic; Politics; Political science; Criminology; Sociology; Law","score_opus":0.010565422704768722,"score_gpt":0.1780683829201641,"score_spread":0.16750296021539537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549004440","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10356336,0.000069617316,0.0000025651657,0.000046933033,0.0003394171,0.000097654,0.00027423407,0.000019018047,0.8955872],"genre_scores_gemma":[0.15233481,0.00013682197,0.000013999563,0.00014941506,0.00016718017,3.6086942e-7,0.00015330296,0.000024702476,0.8470194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990178,0.00006372633,0.00015823945,0.00023457651,0.00015614818,0.0003695603],"domain_scores_gemma":[0.99953634,0.00005338971,0.00011621767,0.00009550643,0.000059648486,0.0001389238],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000021043223,0.00021872265,0.00030095503,0.000078894365,0.00022302734,0.00005676906,0.00016035585,0.00009954831,0.033687316],"category_scores_gemma":[0.000010474202,0.0002434476,0.00005351896,0.00007577909,0.00013007046,0.0000961441,0.00003730157,0.0003811543,0.000009954753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005259135,0.00004075683,0.009955563,0.00012047237,0.0000824879,0.0003085895,0.0116279675,0.000011560238,1.4123174e-7,0.87504464,0.001106081,0.101649165],"study_design_scores_gemma":[0.00037117666,0.000037741233,0.003800119,0.000060645223,0.00011156938,0.0000010190961,0.13657296,0.00034402692,4.7461793e-7,0.004137088,0.8541271,0.00043609165],"about_ca_topic_score_codex":0.9540409,"about_ca_topic_score_gemma":0.99745965,"teacher_disagreement_score":0.87090755,"about_ca_system_score_codex":0.00056755624,"about_ca_system_score_gemma":0.0006271523,"threshold_uncertainty_score":0.9927505},"labels":[],"label_agreement":null},{"id":"W1550399526","doi":"","title":"Minutes of Meeting, Graduate Council, September 25, 2012","year":2004,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; McMaster University","keywords":"Political science; Medical education; Library science; Medicine; Computer science","score_opus":0.03698927414254382,"score_gpt":0.20011382749771706,"score_spread":0.16312455335517323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550399526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076918835,0.0001775478,0.22041304,0.00062017416,0.00041450688,0.00008444296,0.0000030052622,0.00009758997,0.7704978],"genre_scores_gemma":[0.42246008,0.000038647613,0.13265708,0.00016592986,0.00011309619,6.7636836e-7,0.000003450011,0.000025135956,0.4445359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992013,0.000012828609,0.000105267696,0.00019839451,0.00029283037,0.0001893657],"domain_scores_gemma":[0.99943024,0.000031288942,0.00006169225,0.00022192982,0.00017175543,0.000083119485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010021494,0.000106041705,0.00011374408,0.000058209316,0.000053743894,0.00003156743,0.0004817763,0.00003883425,0.0015922168],"category_scores_gemma":[0.000010430452,0.000115562696,0.000060323746,0.0003821806,0.00003279444,0.0004136818,0.0001581012,0.00007928055,0.00006961491],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025163232,0.00049932953,0.0031876988,0.0002683898,0.00028026363,0.00015986024,0.005501087,0.22301412,0.004003967,0.65015316,0.020328399,0.092578575],"study_design_scores_gemma":[0.0011975787,0.000097916425,0.003629859,0.00017991125,0.00003923906,0.000018383409,0.0005024388,0.0059201457,0.0027861104,0.0031221106,0.9820001,0.00050621293],"about_ca_topic_score_codex":0.00009562059,"about_ca_topic_score_gemma":0.00008808899,"teacher_disagreement_score":0.9616717,"about_ca_system_score_codex":0.00018201307,"about_ca_system_score_gemma":0.00018074656,"threshold_uncertainty_score":0.99932045},"labels":[],"label_agreement":null},{"id":"W1550834076","doi":"","title":"Capacity deficit and link loss in wlan to cellular vertical handoff","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Handover; Computer network; Computer science; Handset; Cellular network; Bandwidth (computing); Network packet; Quality of service; Base station; Node (physics); Wireless; Engineering; Telecommunications","score_opus":0.009154625135726744,"score_gpt":0.1762871877336717,"score_spread":0.16713256259794496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550834076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778061,0.0006195956,0.0010378878,0.000027860553,0.000896851,0.00060768536,0.000039266353,0.0002450579,0.11871968],"genre_scores_gemma":[0.9564691,0.00024360884,0.00030164895,0.000038935297,0.00021961481,0.000004425974,0.00017830642,0.00010632342,0.04243804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980946,0.00009219183,0.00031456075,0.00061146356,0.00028419422,0.00060294924],"domain_scores_gemma":[0.99916416,0.00007246085,0.00003854803,0.00037163674,0.00006884457,0.0002843613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009467573,0.0005080384,0.00059900136,0.00028859268,0.000108055225,0.000056517485,0.0003321339,0.0006632798,0.0036425486],"category_scores_gemma":[0.00001881132,0.0006454587,0.00012812986,0.0006081474,0.00007551048,0.00020192798,0.00009910701,0.00084389024,0.00008119354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0090857195,0.001703362,0.16881599,0.013677031,0.0022867534,0.013985499,0.06038336,0.050861083,0.022140421,0.008553014,0.005735126,0.6427727],"study_design_scores_gemma":[0.01834128,0.0009189377,0.11398104,0.0031022418,0.0013271902,0.00013242582,0.0070718853,0.0653031,0.018346163,0.0010290125,0.76082027,0.009626457],"about_ca_topic_score_codex":0.00030124933,"about_ca_topic_score_gemma":0.0076909955,"teacher_disagreement_score":0.7550852,"about_ca_system_score_codex":0.0004171617,"about_ca_system_score_gemma":0.000046609635,"threshold_uncertainty_score":0.9995997},"labels":[],"label_agreement":null},{"id":"W1552066682","doi":"","title":"New series 17, no. 1, Spring 2008","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Spring (device); Series (stratigraphy); Geology; Engineering","score_opus":0.023838482236486432,"score_gpt":0.21448731626026069,"score_spread":0.19064883402377425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552066682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014561649,0.000021524154,0.00048117473,0.0013283313,0.0002740846,0.00008944876,0.0000017424402,0.00011683707,0.9831252],"genre_scores_gemma":[0.043901898,0.00008095291,0.0025074899,0.00017605847,0.00028697064,8.349645e-8,0.0000013012174,0.0000049384976,0.9530403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914205,0.00005805541,0.00007645562,0.00020748458,0.00024312407,0.0002728538],"domain_scores_gemma":[0.99957603,0.00001936329,0.000046602887,0.000109106186,0.00003851109,0.00021036952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006171711,0.00008673238,0.00008775845,0.00005290962,0.0007224746,0.00006786058,0.00033754884,0.000067016066,0.090132095],"category_scores_gemma":[0.00001654791,0.000095964344,0.000052524265,0.0005198439,0.00022009353,0.00232781,0.00006210937,0.00007855206,0.0005036998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028159303,0.00016990208,0.25343445,0.000027058086,0.00006951207,0.0012823871,0.03347747,0.000113893104,0.0011958263,0.16212362,0.26321977,0.28460452],"study_design_scores_gemma":[0.00017361777,0.000046853045,0.0040887445,0.000007928525,0.0000043192017,0.0000029242954,0.0029533247,0.000006269924,0.00017132261,0.00011994555,0.99229467,0.0001300687],"about_ca_topic_score_codex":0.001814424,"about_ca_topic_score_gemma":0.0024526156,"teacher_disagreement_score":0.7290749,"about_ca_system_score_codex":0.000049867038,"about_ca_system_score_gemma":0.0004315646,"threshold_uncertainty_score":0.91069967},"labels":[],"label_agreement":null},{"id":"W1552267881","doi":"","title":"Ethnicity and the Determinants of Cardiovascular Disease among South Asians, Chinese and European Canadians","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Disease; Chinese americans; Medicine; Demography; Geography; Gerontology; Political science; Internal medicine; Sociology","score_opus":0.008855775219699066,"score_gpt":0.20361224737460135,"score_spread":0.19475647215490227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552267881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88331467,0.010397447,0.000011480394,0.000033146338,0.00018026981,0.0007983519,0.00009383023,0.000029252795,0.10514154],"genre_scores_gemma":[0.88855666,0.0028488378,0.000016788354,0.000041416475,0.000104119346,0.0000011043342,0.00007803968,0.000056606586,0.10829645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998283,0.0003622961,0.0002407691,0.00046058514,0.00035771084,0.00029559628],"domain_scores_gemma":[0.99861604,0.000039197224,0.00015942898,0.00054672005,0.000089565154,0.0005490502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027907992,0.00033021177,0.0008569407,0.00017053228,0.00018570626,0.000021164142,0.0001491497,0.00016916124,0.00095580856],"category_scores_gemma":[0.00006529305,0.00024062925,0.0006320632,0.00028594388,0.00029614044,0.00007251682,0.000058274858,0.00039941177,0.000004417478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018880509,0.000056252688,0.39538777,0.00306149,0.0030285898,0.0025878137,0.010091613,0.000045720986,0.0000026269586,0.000029095205,0.0001029753,0.583718],"study_design_scores_gemma":[0.006096219,0.00006439426,0.93489534,0.0006061826,0.0053000744,0.00003258747,0.0063753524,0.0002844931,0.0000062120203,0.000006037193,0.045931205,0.00040189814],"about_ca_topic_score_codex":0.010717205,"about_ca_topic_score_gemma":0.00847531,"teacher_disagreement_score":0.5833161,"about_ca_system_score_codex":0.00006484469,"about_ca_system_score_gemma":0.00013481326,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W1552534114","doi":"","title":"Setting Limits in Healthcare: The Ontario Drug Benefit Program and Accountability for Reasonableness","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Health care; Drug; Public administration; Business; Political science; Medicine; Pharmacology; Law","score_opus":0.10521617287945582,"score_gpt":0.3350199854359246,"score_spread":0.22980381255646876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552534114","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7314729,0.004354069,0.00017703223,0.023007933,0.0018482334,0.009896217,0.0012281759,0.00020668938,0.22780871],"genre_scores_gemma":[0.07337772,0.00015320745,0.003416975,0.0025290994,0.00041843698,0.00025198187,0.0018991876,0.00014641974,0.917807],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962243,0.00020971482,0.0018949473,0.0009782017,0.00010712178,0.00058573147],"domain_scores_gemma":[0.9967316,0.00075039774,0.0017875398,0.00046943684,0.00013017701,0.00013089237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044933036,0.0003774515,0.0010569916,0.00028805394,0.00042555717,0.00017910181,0.00046332713,0.00040197754,0.0023424271],"category_scores_gemma":[0.00019674319,0.00045726667,0.0001686102,0.0003400079,0.00006466182,0.0004936692,0.00005654704,0.00048485093,0.000045722478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006633332,0.00058977975,0.671461,0.0076258187,0.00028070455,0.000009721715,0.02342774,0.0004047112,0.000001110209,0.08050565,0.013742303,0.20128813],"study_design_scores_gemma":[0.0014994642,0.00008744134,0.14896184,0.00039116992,0.000038857743,0.00000200954,0.008447306,0.0009034881,0.000002819772,0.006311623,0.83268404,0.0006699181],"about_ca_topic_score_codex":0.20036903,"about_ca_topic_score_gemma":0.81044227,"teacher_disagreement_score":0.8189418,"about_ca_system_score_codex":0.002117476,"about_ca_system_score_gemma":0.00041821552,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W1552565683","doi":"","title":"Epistemic Uncertainty & Legal Theory","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Uncertainty quantification; Political science; Philosophy; Mathematics; Statistics","score_opus":0.009709135495733334,"score_gpt":0.19622352860803013,"score_spread":0.1865143931122968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552565683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049366415,0.000044438588,0.0001027106,0.00027872933,0.0010847362,0.000267058,0.000009736683,0.00017192819,0.99310404],"genre_scores_gemma":[0.0711283,0.000009821981,0.00005129841,0.004692547,0.0007485579,0.0000021809801,0.0012028196,0.0000508319,0.92211366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986861,0.00002116202,0.00023783781,0.00043137665,0.00034715334,0.00027641002],"domain_scores_gemma":[0.9992069,0.00002126369,0.0003393404,0.00018534313,0.00022496218,0.00002217594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011125817,0.0003457453,0.00025720216,0.0003384467,0.00023630522,0.0003146398,0.00050160027,0.00022721058,0.13766137],"category_scores_gemma":[0.000019292042,0.00036934836,0.00021408073,0.0004104716,0.000058603073,0.0012164928,0.00007432048,0.00031782183,0.0015536717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029242868,0.00006483241,0.00005010631,0.00020896291,0.0000969031,0.000081296625,0.0000557623,0.00016689656,0.00015297439,0.98548883,0.001865465,0.011475566],"study_design_scores_gemma":[0.0008768243,0.000012638042,0.00030395732,0.00022747881,0.00015387006,0.000002012058,0.0016542317,0.00020243405,0.000078874844,0.016886553,0.97914684,0.0004543176],"about_ca_topic_score_codex":0.00094981387,"about_ca_topic_score_gemma":0.002411551,"teacher_disagreement_score":0.97728133,"about_ca_system_score_codex":0.00028534117,"about_ca_system_score_gemma":0.00012985145,"threshold_uncertainty_score":0.99987584},"labels":[],"label_agreement":null},{"id":"W1552774397","doi":"","title":"'OLDER' WORKERS: THE NEGOTIATION OF AGE DISCRIMINATION AND IDENTITY IN THE JOB SEARCH PROCESS","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto; University of Oxford; McMaster University","keywords":"Negotiation; Identity (music); Process (computing); Identity negotiation; Psychology; Social psychology; Sociology; Political science; Labour economics; Computer science; Social science; Art; Aesthetics; Economics","score_opus":0.018402906839695577,"score_gpt":0.28566911221043595,"score_spread":0.26726620537074036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552774397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7907439,0.00036177156,0.00017562139,0.0005165429,0.00017380269,0.0006361248,0.0000052372875,0.000019586945,0.20736744],"genre_scores_gemma":[0.90178293,0.00027763296,0.000015973868,0.000019549665,0.00008083564,0.000002483482,0.000037273367,0.0000075254125,0.09777582],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986725,0.00030628746,0.00014854824,0.00021320187,0.00048043593,0.00017904697],"domain_scores_gemma":[0.9994733,0.000094057694,0.00016236301,0.00011056647,0.00013423646,0.000025526551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044705355,0.00012899624,0.00015464323,0.00012795905,0.00058587367,0.00012626784,0.00039893214,0.00012749767,0.00088945363],"category_scores_gemma":[0.00004129888,0.00009672876,0.000055031578,0.00079125614,0.00020181933,0.000524527,0.000027505017,0.00021417868,0.0000024720239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035659446,0.000045940138,0.016400391,0.00021239235,0.00003294745,0.000011532677,0.9514796,0.000029663528,0.0000031305858,0.015055175,0.00012741363,0.01656613],"study_design_scores_gemma":[0.0003695838,0.000021838761,0.44353575,0.00023846728,0.00010763571,2.2816985e-7,0.5500551,0.000009694576,0.000014463088,0.0023486156,0.003151061,0.00014756947],"about_ca_topic_score_codex":0.028650371,"about_ca_topic_score_gemma":0.61084676,"teacher_disagreement_score":0.5821964,"about_ca_system_score_codex":0.00011302255,"about_ca_system_score_gemma":0.00017831559,"threshold_uncertainty_score":0.97781795},"labels":[],"label_agreement":null},{"id":"W1553252429","doi":"","title":"response of Ontario primary care physicians to pay-for-performance incentives","year":2011,"lang":"en","type":"preprint","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Incentive; Christian ministry; Primary care; Business; Service (business); Incentive program; Quality (philosophy); Pay for performance; Health care; Preventive care; Nursing; Public economics; Family medicine; Medicine; Marketing; Economic growth; Economics; Political science","score_opus":0.04197782788782824,"score_gpt":0.2982645375917283,"score_spread":0.25628670970390005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553252429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2947966,0.00017006724,0.00097587245,0.00076588563,0.0021741579,0.0033860866,0.000687684,0.00017121717,0.6968725],"genre_scores_gemma":[0.06655497,0.00011763036,0.0058028903,0.007681884,0.00027541773,0.000056526227,0.00038100293,0.00011177736,0.9190179],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969746,0.0005658301,0.000615998,0.0007410925,0.00029496354,0.00080755696],"domain_scores_gemma":[0.99740994,0.0003392792,0.0006336155,0.0008375258,0.00054599997,0.00023363567],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003775626,0.0004546688,0.0009766013,0.00033619013,0.0005286981,0.000008976613,0.0009464168,0.00062317576,0.01301615],"category_scores_gemma":[0.000023867615,0.00044691973,0.00031104567,0.0003041156,0.0000871192,0.00020299523,0.0019839592,0.001372213,0.00012336661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.02338709,0.00023631334,0.39873847,0.01630505,0.0004635665,0.0000542164,0.16502106,0.00011145693,0.00030210428,0.00083824585,0.026783776,0.36775863],"study_design_scores_gemma":[0.0013540307,0.00034109718,0.15410934,0.0012994815,0.00014909991,2.3400112e-7,0.0050347857,0.0000022660029,0.00016147444,0.000098185745,0.83697623,0.00047375544],"about_ca_topic_score_codex":0.012255369,"about_ca_topic_score_gemma":0.03712536,"teacher_disagreement_score":0.81019247,"about_ca_system_score_codex":0.0064146314,"about_ca_system_score_gemma":0.009368624,"threshold_uncertainty_score":0.99979824},"labels":[],"label_agreement":null},{"id":"W1553500098","doi":"","title":"THE RELATIONSHIP BETWEEN CHILDHOOD- AND ADOLESCENT-ONSET PSYCHOPATHOLOGY AND ADULT BODY WEIGHT","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Psychology; Developmental psychology; Clinical psychology","score_opus":0.016485766898570488,"score_gpt":0.24430853965843347,"score_spread":0.22782277275986298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553500098","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46184203,0.0033845676,0.000033383407,0.0016697592,0.0030902054,0.00067285524,0.00013261143,0.000105713276,0.5290689],"genre_scores_gemma":[0.5038975,0.0004153003,0.000033883472,0.00021794603,0.0005303824,0.000002297531,0.00047955418,0.000036166635,0.494387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983188,0.00022031507,0.00027922055,0.0005387461,0.00018801069,0.00045491417],"domain_scores_gemma":[0.9990576,0.00020412452,0.00022507778,0.00022363526,0.000068370326,0.00022118365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013343315,0.0003645748,0.00031018414,0.0001357576,0.00074480457,0.000065867316,0.00025509263,0.00046450755,0.004881533],"category_scores_gemma":[0.00002206868,0.00031631565,0.0001051676,0.00024276352,0.00014993334,0.000115795825,0.00006582149,0.000654483,0.00015804896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002558202,0.00014112428,0.80394655,0.000111152694,0.00015753091,0.000016860393,0.0021767733,1.3291744e-8,0.000003030244,0.017252948,0.012358346,0.16357982],"study_design_scores_gemma":[0.0007975716,0.000029263665,0.7492868,0.00020197156,0.00013220213,0.000013667968,0.0017597885,1.1800491e-7,7.981438e-7,0.0009089737,0.24659075,0.00027812252],"about_ca_topic_score_codex":0.00002454786,"about_ca_topic_score_gemma":0.0001832808,"teacher_disagreement_score":0.2342324,"about_ca_system_score_codex":0.000053616863,"about_ca_system_score_gemma":0.000045911453,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W1554463274","doi":"","title":"Slaying the Dragon: Deficit Reduction in Canada and the United States, 1980-2000","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reduction (mathematics); Political science; Economic history; Economics; Mathematics","score_opus":0.008090037776008963,"score_gpt":0.19784712654547376,"score_spread":0.1897570887694648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554463274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33717027,0.00056915457,0.000004310055,0.0048954757,0.0005722005,0.00055447215,0.00016175242,0.000021666685,0.6560507],"genre_scores_gemma":[0.15515697,0.00040558036,0.000005206422,0.00048650202,0.00014388454,0.0000017990706,0.00015060943,0.000016202945,0.84363323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986988,0.00029813126,0.00014754066,0.0002347205,0.00028550558,0.00033531696],"domain_scores_gemma":[0.99939805,0.00014123737,0.00018514851,0.00014925681,0.00005154699,0.000074775315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018045597,0.00016285981,0.00017816195,0.000103752274,0.00064193713,0.00009493104,0.00035324562,0.00012568562,0.001936117],"category_scores_gemma":[0.000025361911,0.0001338667,0.000045970246,0.0009716379,0.00021004616,0.00012316786,0.000022917447,0.000351628,0.000002981972],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016957093,0.000057035184,0.0064828005,0.00025750996,0.00025275725,0.00047125452,0.16277346,0.0050182,0.000010273768,0.26265034,0.113807656,0.446523],"study_design_scores_gemma":[0.00053958147,0.0000041858098,0.0042221793,0.000063608546,0.000042777734,0.0000014811544,0.048186205,0.000078684854,0.0000032084668,0.00031083912,0.94637024,0.00017698706],"about_ca_topic_score_codex":0.9996685,"about_ca_topic_score_gemma":0.9999358,"teacher_disagreement_score":0.8325626,"about_ca_system_score_codex":0.0015325416,"about_ca_system_score_gemma":0.0024016614,"threshold_uncertainty_score":0.99897623},"labels":[],"label_agreement":null},{"id":"W1555103619","doi":"","title":"The Expert Knowledge of University Graduate Students with Learning Disabilities: A Policy and Service Analysis","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Learning disability; Service (business); Graduate education; Mathematics education; Service-learning; Psychology; Pedagogy; Medicine; Business","score_opus":0.02513387450028744,"score_gpt":0.3275198890281754,"score_spread":0.302386014527888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555103619","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54028296,0.00009575694,0.000014049682,0.0010905054,0.00017859365,0.00024972437,0.000005939257,0.00007160405,0.45801082],"genre_scores_gemma":[0.2623877,0.00032998316,0.00008118442,0.000017092181,0.00008472615,4.968203e-7,0.00002921392,0.000016555328,0.73705304],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770945,0.0010254054,0.00014225082,0.0003865022,0.00044196597,0.00029443135],"domain_scores_gemma":[0.99750155,0.0011564543,0.00044078362,0.00024526674,0.0004943777,0.00016157955],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005358827,0.00021250432,0.00030629354,0.0002786668,0.00139941,0.0001753678,0.0007949473,0.00023615052,0.004075905],"category_scores_gemma":[0.00030107892,0.00019439583,0.00010394095,0.0027756502,0.00038989092,0.0004172657,0.00010554569,0.00063811935,0.00001926976],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008810429,0.00027085244,0.09521764,0.00017668137,0.0020633086,0.000008481041,0.8247771,0.000093716,0.000028741048,0.008595634,0.00015203371,0.06773473],"study_design_scores_gemma":[0.0002008408,0.000030037143,0.015020413,0.0000369586,0.0004214695,1.4149467e-7,0.4006622,0.0000071418817,0.0000040081845,0.000008647177,0.5834585,0.00014961053],"about_ca_topic_score_codex":0.027958516,"about_ca_topic_score_gemma":0.228832,"teacher_disagreement_score":0.5833065,"about_ca_system_score_codex":0.00025303446,"about_ca_system_score_gemma":0.00077039853,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W1555265147","doi":"","title":"Mei-A Module System for Mechanized Mathematics Systems","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Functor; Mathematics; Algebra over a field; Category theory; Pure mathematics; Order (exchange); Computer science; Calculus (dental)","score_opus":0.020370596284806725,"score_gpt":0.2072613216921248,"score_spread":0.18689072540731808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555265147","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013700816,0.00048190466,0.61854005,0.0000098386845,0.0037393258,0.0016723342,0.000015586586,0.0007084447,0.37469548],"genre_scores_gemma":[0.07546578,0.00004501153,0.01095647,0.0000119575625,0.00030739917,0.000037709437,0.00020534673,0.000100593876,0.91286975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997443,0.00012743914,0.00048073207,0.0008577361,0.0005100864,0.0005809781],"domain_scores_gemma":[0.9978729,0.00009923673,0.00066609855,0.00083338155,0.00033247017,0.00019593816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022696491,0.0005365988,0.0008424065,0.00029909966,0.00040065567,0.00031765815,0.0017996811,0.00055827637,0.00034016863],"category_scores_gemma":[0.000016285085,0.00053528266,0.00036287273,0.0006469401,0.00002498259,0.00042104317,0.0001600594,0.00024412292,0.00015365364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008536763,0.00016252487,0.00001232791,0.0050562765,0.00041098244,0.0002906626,0.003835592,0.00012165308,0.00019516799,0.9420359,0.0024993103,0.045294207],"study_design_scores_gemma":[0.0037647663,0.0004548353,0.000010544984,0.0005294125,0.00041550674,0.0002073751,0.02590454,0.060796335,0.0015161879,0.0020856254,0.9022456,0.002069269],"about_ca_topic_score_codex":0.00018268284,"about_ca_topic_score_gemma":0.00016661068,"teacher_disagreement_score":0.9399503,"about_ca_system_score_codex":0.0003779786,"about_ca_system_score_gemma":0.00019879061,"threshold_uncertainty_score":0.99970984},"labels":[],"label_agreement":null},{"id":"W1555436964","doi":"","title":"Globalization Compendium Archive","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compendium; World Wide Web; Globalization; XML; Library science; Computer science; File format; Database; Political science; History; Archaeology; Law","score_opus":0.028094607889760374,"score_gpt":0.22965808772693788,"score_spread":0.2015634798371775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555436964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015863926,0.00000882432,0.0049910853,0.000098643715,0.00021802819,0.00011765524,0.000009307381,0.000125559,0.9928445],"genre_scores_gemma":[0.38601664,0.000049941056,0.00094355,0.00028327107,0.000075159114,2.5060777e-7,0.00002051875,0.000007218895,0.6126034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918103,0.00019295973,0.00007365922,0.00016522623,0.00018549626,0.00020164983],"domain_scores_gemma":[0.99963725,0.00000747636,0.000058145677,0.00008631145,0.00008268905,0.00012811854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007964359,0.00007627072,0.00007802665,0.000039336883,0.00039042364,0.000051900566,0.00029196905,0.00005797527,0.19166988],"category_scores_gemma":[0.000017131759,0.00008366513,0.000053042673,0.00046859463,0.00016560806,0.00037632236,0.00007172632,0.000047372923,0.0003788636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003758086,0.000080358186,0.027200893,0.0000072981948,0.000029585954,0.00003591872,0.0139895445,0.000006040105,0.000039182916,0.92389727,0.010603413,0.024072936],"study_design_scores_gemma":[0.00024848408,0.000014078693,0.00870102,0.000008429762,0.00002042353,6.8687694e-7,0.012311461,0.00002173491,0.000035900353,0.0022515652,0.9762611,0.00012511492],"about_ca_topic_score_codex":0.005116502,"about_ca_topic_score_gemma":0.017957766,"teacher_disagreement_score":0.9656577,"about_ca_system_score_codex":0.000106124855,"about_ca_system_score_gemma":0.000044687444,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W1555767564","doi":"","title":"Behaviour of Reduced-Scale Fully Grouted Concrete Block Masonry Building","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Masonry; Block (permutation group theory); Geotechnical engineering; Scale (ratio); Engineering; Structural engineering; Forensic engineering; Geology; Civil engineering; Geography; Mathematics; Cartography","score_opus":0.006877178170098359,"score_gpt":0.19133168861135494,"score_spread":0.18445451044125658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555767564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7473475,0.000107281216,0.00028395117,0.000005296905,0.0018695837,0.00022706715,0.000055437922,0.00029923226,0.24980468],"genre_scores_gemma":[0.7844859,0.00006447836,0.0020711483,0.000011290044,0.00014597189,0.0000018947597,0.00025792525,0.00014154217,0.21281987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841714,0.00005690739,0.00036252805,0.0004432896,0.00024147326,0.00047866494],"domain_scores_gemma":[0.9989958,0.00004246519,0.00023965607,0.00040149887,0.00015586974,0.00016473058],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010380183,0.0004748417,0.000609939,0.0002846919,0.00010956674,0.000031108055,0.00058774394,0.0010414369,0.005879069],"category_scores_gemma":[0.000015236794,0.0006064297,0.0002503116,0.00039938668,0.000059743496,0.00015177423,0.000078034995,0.0009809855,0.000026506583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010652001,0.00015991901,0.007890584,0.0048416564,0.0018425938,0.0011482252,0.018012032,0.0026260526,0.74335027,0.025384549,0.0033382429,0.19034071],"study_design_scores_gemma":[0.014200894,0.0014784911,0.022539796,0.004273365,0.0071451995,0.0003119192,0.09507575,0.03926634,0.4989192,0.0013870117,0.30319765,0.012204377],"about_ca_topic_score_codex":0.000124313,"about_ca_topic_score_gemma":0.00077715097,"teacher_disagreement_score":0.2998594,"about_ca_system_score_codex":0.00012525063,"about_ca_system_score_gemma":0.0000718064,"threshold_uncertainty_score":0.99963874},"labels":[],"label_agreement":null},{"id":"W1557130799","doi":"","title":"Essays On the Economics of Volunteerism, Charity, and Healthcare","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Health economics; Economics; Public economics; Neoclassical economics; Law and economics; Positive economics; Economic growth","score_opus":0.04270500584596931,"score_gpt":0.321015483397123,"score_spread":0.2783104775511537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557130799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2568202,0.0009680358,0.0000031022446,0.0017170318,0.0019471889,0.0012676973,0.00027491394,0.000070340386,0.7369315],"genre_scores_gemma":[0.40709752,0.00094193075,0.000061452556,0.0008874766,0.00034886002,0.000013050635,0.0002543238,0.000077492274,0.5903179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977158,0.00055062765,0.00047145362,0.00041723254,0.00020325549,0.00064167834],"domain_scores_gemma":[0.99789304,0.00043089798,0.0006870582,0.00046601618,0.00026565042,0.0002573463],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035708665,0.0003525488,0.0005789536,0.00016368415,0.00063251826,0.000009239187,0.0004636307,0.0007519363,0.03459476],"category_scores_gemma":[0.00004189719,0.00031270034,0.00010822917,0.00025047894,0.00008482997,0.00013966096,0.00017792759,0.0011697075,0.00031890883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003164022,0.00036916594,0.09482027,0.016901653,0.0005404812,0.00005044698,0.06104235,0.000009428292,0.000067636516,0.52630275,0.053117733,0.24361402],"study_design_scores_gemma":[0.00082770817,0.0002578305,0.063435,0.001732214,0.00014890975,0.0000012594994,0.06685614,0.000023231754,0.000032771106,0.00084998657,0.86538637,0.0004485559],"about_ca_topic_score_codex":0.0031625074,"about_ca_topic_score_gemma":0.015502976,"teacher_disagreement_score":0.8122687,"about_ca_system_score_codex":0.0004449452,"about_ca_system_score_gemma":0.00040153778,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W1557775102","doi":"","title":"PQCT MEASUREMENTS OF BONE MASS, DENSITY, GEOMETRY AND STRUCTURE AT THE DISTAL RADIUS: PREDICTION OF BONE STRENGTH, AND THE IN VIVO EFFECTS OF PHARMACOLOGICAL TREATMENTS FOR OSTEOPOROSIS","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Government of Ontario; McMaster University","keywords":"Osteoporosis; RADIUS; In vivo; Bone mass; Bone density; Bone structure; Quantitative computed tomography; Geometry; Medicine; Biomedical engineering; Materials science; Mathematics; Endocrinology; Computer science; Biology","score_opus":0.016240275904037458,"score_gpt":0.26009064335357074,"score_spread":0.24385036744953328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557775102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130225,0.0023119035,0.0000053078597,0.00006241834,0.00014312645,0.002399215,0.00033944385,0.000006738352,0.0034296087],"genre_scores_gemma":[0.9541913,0.001183062,0.00020468517,0.000032446624,0.00002543306,0.000013016498,0.00028418316,0.00002943865,0.044036392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815655,0.0002666233,0.00043879682,0.00035427825,0.0005017088,0.0002820273],"domain_scores_gemma":[0.9986692,0.00035239506,0.00044667142,0.00019827363,0.0002009854,0.00013245452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002791691,0.00026872798,0.0008231514,0.00023142462,0.00012742495,0.0000081726685,0.00009197198,0.00031231396,0.0012323562],"category_scores_gemma":[0.00010782957,0.00017546676,0.0001486139,0.0004188181,0.00032298945,0.00006554451,0.00006588553,0.00028816002,1.5796712e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05616342,0.0014316512,0.34868038,0.015876345,0.0034554128,0.00012474942,0.0039382363,0.000012516716,0.43311635,0.0001357807,0.0013692542,0.1356959],"study_design_scores_gemma":[0.08061208,0.0043077716,0.29430184,0.0021099348,0.008866478,0.00005515359,0.009020255,0.00016271562,0.5969374,0.00013175211,0.0029830588,0.00051153655],"about_ca_topic_score_codex":0.0002577978,"about_ca_topic_score_gemma":0.0009767327,"teacher_disagreement_score":0.16382109,"about_ca_system_score_codex":0.00019542545,"about_ca_system_score_gemma":0.00013034063,"threshold_uncertainty_score":0.99968064},"labels":[],"label_agreement":null},{"id":"W1558078137","doi":"","title":"Computing the Kinetic Energy from Electron Distribution Functions","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Kinetic energy; Statistical physics; Physics; Computer science; Classical mechanics","score_opus":0.007366068319184953,"score_gpt":0.21352092719797552,"score_spread":0.20615485887879056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558078137","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21342568,0.0020580443,0.047444697,0.00022022707,0.0023739072,0.0006095777,0.0003778247,0.0011327037,0.7323573],"genre_scores_gemma":[0.6318619,0.00007376243,0.00024329303,0.00007478922,0.00045427177,0.0000031196707,0.002738266,0.000050849554,0.36449975],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820393,0.00019310495,0.00022284067,0.000488575,0.0002910802,0.00060047954],"domain_scores_gemma":[0.99906546,0.00008037225,0.00028184094,0.00037575487,0.00009407894,0.00010247609],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001101929,0.0003603457,0.0003045773,0.0000741107,0.00047673343,0.00012834503,0.00059557805,0.00030356288,0.057957802],"category_scores_gemma":[0.000008622685,0.0003178155,0.0001543651,0.00040146208,0.000070833376,0.00021388612,0.00008319619,0.00040985036,0.00016410764],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052686204,0.0002313656,0.00038693225,0.00006128245,0.00014430685,0.000022095952,0.00072596903,0.00002697053,0.82956004,0.024674004,0.015165162,0.12847503],"study_design_scores_gemma":[0.00030271267,0.00015951849,0.0027442148,0.000099079094,0.00032046452,0.0000032531862,0.0008554548,0.000074949035,0.32954946,0.00036548584,0.66500217,0.00052326045],"about_ca_topic_score_codex":0.0020690875,"about_ca_topic_score_gemma":0.0036090643,"teacher_disagreement_score":0.64983696,"about_ca_system_score_codex":0.0003760213,"about_ca_system_score_gemma":0.00010618628,"threshold_uncertainty_score":0.9999274},"labels":[],"label_agreement":null},{"id":"W1559200366","doi":"","title":"Citizen Brief: Improving Access to Palliative Care in Ontario","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Public relations; Nursing; Medicine; Internet privacy; Political science; Computer science","score_opus":0.06790056969443166,"score_gpt":0.30702034576922516,"score_spread":0.2391197760747935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559200366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5855917,0.00012474848,0.00038110677,0.0002763982,0.000075084085,0.0005346412,0.000007344363,0.00003473308,0.41297427],"genre_scores_gemma":[0.809512,0.000024509836,0.0030563406,0.00070935074,0.000048170925,0.000004304886,0.00002207501,0.000024733534,0.1865985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895847,0.00003883656,0.00018069644,0.0003283532,0.00019105774,0.00030256837],"domain_scores_gemma":[0.99923,0.00005573234,0.000079897836,0.0002160307,0.00022431859,0.00019401094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030802727,0.00018232355,0.00035614066,0.0002128495,0.000039100356,0.000034882756,0.0002655488,0.000100950616,0.03768476],"category_scores_gemma":[0.000035153524,0.00018625052,0.00009145831,0.0004826485,0.000049197904,0.0003250857,0.00024624533,0.0002277494,0.0000850337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023370948,0.00004801975,0.83565074,0.0001362211,0.00006260921,0.00014679978,0.0149351815,0.000029939854,0.00075961865,0.00011057244,0.0006199443,0.14726667],"study_design_scores_gemma":[0.0031821895,0.00041263312,0.5533624,0.00096320506,0.00008988722,0.0000014246395,0.022559064,0.000040549647,0.004898707,0.000042067302,0.41409895,0.0003489012],"about_ca_topic_score_codex":0.11575657,"about_ca_topic_score_gemma":0.19437431,"teacher_disagreement_score":0.413479,"about_ca_system_score_codex":0.00068864267,"about_ca_system_score_gemma":0.00021167919,"threshold_uncertainty_score":0.9631949},"labels":[],"label_agreement":null},{"id":"W1560211916","doi":"","title":"ASSESSING SEASONAL DYNAMICS OF SOIL CO2 EFFLUX USING CONTINUOUS MEASUREMENTS IN A TEMPERATE PINE FOREST","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temperate forest; Pine forest; Temperate climate; Environmental science; Temperate rainforest; Atmospheric sciences; Ecology; Forestry; Geography; Biology; Ecosystem; Geology","score_opus":0.01928234759619424,"score_gpt":0.21707962995220356,"score_spread":0.19779728235600932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560211916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75188786,0.000020747893,0.00011456899,0.0000024083236,0.00029758163,0.00039098068,0.000021425212,0.000027997754,0.2472364],"genre_scores_gemma":[0.90904313,0.000004076335,0.00048381137,0.000010019739,0.000022837075,0.000001589792,0.00021032245,0.00006407142,0.09016015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978194,0.00024354797,0.000382512,0.0005771438,0.0005366364,0.000440722],"domain_scores_gemma":[0.99897707,0.000039660346,0.0005210425,0.00028702334,0.000052360116,0.00012286866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002901255,0.0004103104,0.0005916458,0.00017782814,0.00011192517,0.00006747994,0.00050407083,0.00036515773,0.020801792],"category_scores_gemma":[0.000025381778,0.000475417,0.0001261023,0.00061768777,0.000096705306,0.00064193906,0.00015399701,0.00035600134,0.00008002331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030253048,0.00030573667,0.92370605,0.00058511656,0.0001404876,0.00010401392,0.00064945366,0.0029516316,0.008861468,0.000049820737,0.000054415166,0.06228924],"study_design_scores_gemma":[0.008200599,0.00055967463,0.8000459,0.0050508264,0.0008053542,0.000041306335,0.0100155175,0.15927474,0.005947099,0.000097384516,0.00684361,0.003117955],"about_ca_topic_score_codex":0.010528471,"about_ca_topic_score_gemma":0.1014867,"teacher_disagreement_score":0.15715525,"about_ca_system_score_codex":0.0011803368,"about_ca_system_score_gemma":0.00010357926,"threshold_uncertainty_score":0.99976975},"labels":[],"label_agreement":null},{"id":"W1561034781","doi":"","title":"The Development and Application of Policy-Based Tools for Institutional Green Buildings.","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rainwater harvesting; Sustainability; Scope (computer science); Green roof; Work (physics); Quality (philosophy); Engineering; Architectural engineering; Environmental planning; Business; Civil engineering; Roof; Environmental science; Computer science","score_opus":0.010153718745215033,"score_gpt":0.20615310694602001,"score_spread":0.19599938820080498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561034781","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10950002,0.000047219768,0.80137926,0.00039336074,0.00015963173,0.0007355772,0.000016066884,0.00016689934,0.08760198],"genre_scores_gemma":[0.96484417,0.0000035045234,0.026357181,0.000031029223,0.000058767335,0.000009276968,0.000008402139,0.000013970894,0.008673695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995989,0.0000056981416,0.00008657237,0.00009798561,0.00007357039,0.00013726614],"domain_scores_gemma":[0.99969745,0.000092464325,0.000027675715,0.000091358685,0.00004870106,0.00004235833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008289,0.00007893986,0.00006847608,0.00006263851,0.000166416,0.00003342595,0.00014084119,0.00004670186,0.00010060049],"category_scores_gemma":[0.000013577957,0.0000715131,0.000023602579,0.0001673497,0.000063649175,0.0001111414,0.000023925108,0.000069994705,9.902695e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024956034,0.000011598022,0.00044808598,0.00008061338,0.000028375034,9.32551e-7,0.00009168628,0.0025836497,0.007169488,0.08284504,0.00006105534,0.90665454],"study_design_scores_gemma":[0.000499005,0.000014967221,0.0008690578,0.0000094558145,0.000011149701,8.3667805e-7,0.0003234956,0.012498735,0.011651336,0.00028803592,0.9737253,0.000108621876],"about_ca_topic_score_codex":0.00002500573,"about_ca_topic_score_gemma":0.000088379595,"teacher_disagreement_score":0.9736642,"about_ca_system_score_codex":0.00008437009,"about_ca_system_score_gemma":0.00013135186,"threshold_uncertainty_score":0.29162195},"labels":[],"label_agreement":null},{"id":"W1561461036","doi":"","title":"Using Policy to Manage Recidivism and Persons with Serious Mental Illness: Voices from Human Services and Justice Co-ordinating Committees","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Mental illness; Economic Justice; Human services; Criminal justice; Criminology; Psychiatry; Mental health; Political science; Psychology; Medicine; Law","score_opus":0.019679811604374244,"score_gpt":0.29500693762253305,"score_spread":0.2753271260181588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561461036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65956444,0.0004218391,0.00003584967,0.0001606125,0.003959887,0.0005088202,0.0002032702,0.00011599375,0.33502927],"genre_scores_gemma":[0.7884728,0.00006326574,0.0043657296,0.0014445537,0.0021069022,0.0000063932466,0.0010600217,0.00028092522,0.20219943],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975452,0.0001947697,0.0002958739,0.0010676805,0.0003086332,0.00058784045],"domain_scores_gemma":[0.99870026,0.00007743716,0.00044313687,0.00041438086,0.000055852346,0.0003089453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009979437,0.000664957,0.0006181082,0.0006218565,0.0008451929,0.00023667004,0.0004926924,0.00037186526,0.0024549335],"category_scores_gemma":[0.000003943387,0.0007343628,0.00007149911,0.00065273757,0.00011430435,0.00037330037,0.00011597965,0.00047451674,0.000022006992],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034596748,0.00055704993,0.022809293,0.001818525,0.0024858168,0.0013267257,0.24642926,0.000035748377,0.0046119723,0.0041905157,0.011542453,0.70073295],"study_design_scores_gemma":[0.005364615,0.0011028796,0.0880029,0.002058545,0.0020815232,0.00011943734,0.58808154,0.000118915996,0.00011262383,0.00025999759,0.31011054,0.0025865126],"about_ca_topic_score_codex":0.0073021916,"about_ca_topic_score_gemma":0.01981112,"teacher_disagreement_score":0.69814646,"about_ca_system_score_codex":0.00020767353,"about_ca_system_score_gemma":0.000034160283,"threshold_uncertainty_score":0.99951077},"labels":[],"label_agreement":null},{"id":"W1562706977","doi":"","title":"The Early Cult of Skanda in North India: From Demon to Divine Son","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Universiteit Leiden; McMaster University","keywords":"Demon; Cult; Ancient history; Philosophy; Theology; History; Epistemology","score_opus":0.014703777549704275,"score_gpt":0.1865478217922494,"score_spread":0.17184404424254512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562706977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25253332,0.00075984694,0.0000026462903,0.000114348826,0.0007026609,0.0002561378,0.00011437589,0.000022953245,0.7454937],"genre_scores_gemma":[0.31627527,0.00042665662,0.000017644366,0.00009041067,0.00027819656,0.0000031689276,0.00012876466,0.000033063516,0.6827468],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987822,0.0000837265,0.00027592893,0.00032355046,0.000265695,0.00026887466],"domain_scores_gemma":[0.9992759,0.00012068496,0.00018136666,0.00019660889,0.000134136,0.00009128913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043581098,0.00027402877,0.0004192125,0.00012433872,0.00043639087,0.00006691101,0.00037820663,0.00015140796,0.008778857],"category_scores_gemma":[0.000022769316,0.00022157244,0.00014618126,0.00021279904,0.00011118127,0.00008159877,0.000056487777,0.0003408282,0.00008479095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030793727,0.00089219864,0.07318655,0.0005773993,0.0015662549,0.0004221409,0.37116262,0.000052847874,0.000049739978,0.14111216,0.04929477,0.35860395],"study_design_scores_gemma":[0.00041420106,0.00015689041,0.009564308,0.00009464342,0.000096681666,7.745475e-8,0.0052164355,7.7367963e-7,0.0000144799815,0.0009770024,0.98317605,0.0002884824],"about_ca_topic_score_codex":0.004950709,"about_ca_topic_score_gemma":0.21703483,"teacher_disagreement_score":0.9338813,"about_ca_system_score_codex":0.00015936959,"about_ca_system_score_gemma":0.000041689884,"threshold_uncertainty_score":0.99212724},"labels":[],"label_agreement":null},{"id":"W1563263391","doi":"","title":"The Linewidth and Hyperfine A Constant of the 2P1/2 State of a Magnesium Ion Confined in a Linear Paul Trap","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Laser linewidth; Hyperfine structure; Magnesium; Ion; Trap (plumbing); Ion trap; Atomic physics; Physics; Constant (computer programming); State (computer science); Materials science; Quantum mechanics; Mathematics; Metallurgy; Computer science; Algorithm","score_opus":0.006376963898712471,"score_gpt":0.20411713906120849,"score_spread":0.197740175162496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563263391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78881204,0.0001209851,0.000102958795,0.00022639023,0.0003687166,0.00045976797,0.00021406519,0.00000787677,0.20968722],"genre_scores_gemma":[0.82944435,0.000029852708,0.00006529263,0.000009016826,0.000030348721,9.0232965e-7,0.000049548547,0.000013034873,0.17035767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991673,0.000068150046,0.00029000433,0.00018798372,0.000119205644,0.00016731975],"domain_scores_gemma":[0.9992072,0.00008577096,0.00035569834,0.00019246717,0.00012439264,0.000034480083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007129392,0.00018632654,0.00028534638,0.00007770118,0.000103479644,0.000020254793,0.00022035315,0.00006091612,0.0015198906],"category_scores_gemma":[0.0000044054855,0.00013344934,0.00012245703,0.00028508555,0.000093374394,0.000053683594,0.000036117428,0.00028274636,0.0000015856818],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022515778,0.00075495965,0.007800207,0.0004298785,0.0005075894,0.000032356467,0.0041881935,0.0005347799,0.018095355,0.050143573,0.000494756,0.9147668],"study_design_scores_gemma":[0.018919937,0.0017326575,0.060202617,0.0036922058,0.0020565093,0.000015932892,0.08232908,0.033901576,0.06543669,0.017597953,0.7110748,0.0030400371],"about_ca_topic_score_codex":0.00048897904,"about_ca_topic_score_gemma":0.0013012763,"teacher_disagreement_score":0.9117267,"about_ca_system_score_codex":0.00002195981,"about_ca_system_score_gemma":0.00015466011,"threshold_uncertainty_score":0.99939287},"labels":[],"label_agreement":null},{"id":"W1563607965","doi":"","title":"Computational Study of Critical Flow Discharge in Supercritical Water Cooled Reactors","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Supercritical fluid; Supercritical flow; Nuclear engineering; Flow (mathematics); Materials science; Environmental science; Mechanics; Thermodynamics; Engineering; Physics","score_opus":0.013745208936241428,"score_gpt":0.21652279666695196,"score_spread":0.20277758773071053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563607965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8328204,0.000038042657,0.0010576516,0.000015012375,0.00042637883,0.00038026477,0.00006566209,0.00018079142,0.1650158],"genre_scores_gemma":[0.9961007,0.0000071772297,0.00013292904,0.000010481589,0.000038003873,0.0000034748603,0.00021669405,0.00009018435,0.0034003386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982182,0.00012755883,0.00043911528,0.00038874606,0.00032643136,0.0004999523],"domain_scores_gemma":[0.9993329,0.00013704349,6.375481e-7,0.00019461916,0.00012841802,0.00020637238],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008348519,0.00038051748,0.0005989667,0.00030911525,0.000052758118,0.000024951523,0.00030295193,0.00037569038,0.03865964],"category_scores_gemma":[0.000020615327,0.0003709332,0.00013901349,0.00026393228,0.00008394068,0.0002698125,0.000030277886,0.00058901653,0.00009283552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008802296,0.043503504,0.10047908,0.03596346,0.004956118,0.01024739,0.35008287,0.01928425,0.10844756,0.20237051,0.0022896384,0.113573305],"study_design_scores_gemma":[0.05991698,0.009727001,0.16593137,0.006663984,0.007480513,0.0001294837,0.4199136,0.14068702,0.12271431,0.009953068,0.036281243,0.02060144],"about_ca_topic_score_codex":0.00019299475,"about_ca_topic_score_gemma":0.0012492879,"teacher_disagreement_score":0.19241744,"about_ca_system_score_codex":0.000095025345,"about_ca_system_score_gemma":0.000036860776,"threshold_uncertainty_score":0.99987423},"labels":[],"label_agreement":null},{"id":"W1564496936","doi":"","title":"Laminar Simulation of Flow Pulsations in Simplified Subchannel Geometries","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering; McMaster University","keywords":"Laminar flow; Mechanics; Flow (mathematics); Computer science; Geology; Geotechnical engineering; Physics","score_opus":0.015702809522737497,"score_gpt":0.2067690891960065,"score_spread":0.191066279673269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564496936","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17771474,0.00024554817,0.04746125,0.000012882728,0.00091480097,0.00088149396,0.00015445905,0.00034640793,0.7722684],"genre_scores_gemma":[0.8147214,0.000084831016,0.0006598075,0.0000072510097,0.000030063748,0.0000032271275,0.0011822138,0.00005407419,0.18325712],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990184,0.000036782087,0.00032484415,0.00021848864,0.0001716345,0.0002298759],"domain_scores_gemma":[0.9994368,0.000087671135,0.0001350336,0.00016631471,0.000121120014,0.000053066127],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006725418,0.00024130191,0.000301548,0.00054466777,0.00005101198,0.000019700808,0.00017999117,0.00028468444,0.009567669],"category_scores_gemma":[0.000030845727,0.00031236908,0.000082953266,0.00092925393,0.000023704817,0.00033052173,0.0000119625975,0.00023081823,0.000032203996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046857615,0.00014062102,0.0010065051,0.0009534499,0.00020316585,0.000023598437,0.013785448,0.7314867,0.0036537864,0.0021128145,0.0004794637,0.24568592],"study_design_scores_gemma":[0.0060160165,0.000666058,0.047997475,0.0011340398,0.00065811625,0.000003824169,0.028931256,0.7998993,0.032302033,0.003849521,0.075255945,0.0032864395],"about_ca_topic_score_codex":0.000060299775,"about_ca_topic_score_gemma":0.0019410832,"teacher_disagreement_score":0.6370067,"about_ca_system_score_codex":0.00013415882,"about_ca_system_score_gemma":0.000051508418,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W1564695978","doi":"","title":"User adoption of interface agents for electronic mail","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Interface (matter); Context (archaeology); User interface; Operability; World Wide Web; User interface design; Human–computer interaction; Knowledge management; User experience design; Software engineering","score_opus":0.04438517808772303,"score_gpt":0.3160341109387389,"score_spread":0.2716489328510159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564695978","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.670588,0.00039092847,0.014014716,0.00034398626,0.001513067,0.001418033,0.00021360234,0.00030325513,0.3112144],"genre_scores_gemma":[0.23892915,0.00005055279,0.00068105746,0.0000301456,0.00003633745,0.000002613711,0.000121406614,0.000029424216,0.7601193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976728,0.00010499843,0.00052737416,0.0006854533,0.0005980229,0.00041136667],"domain_scores_gemma":[0.99808276,0.00013037556,0.0006923021,0.0005521448,0.00045761658,0.00008479324],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037190417,0.0003125795,0.0004909939,0.0006939591,0.00012749393,0.00006297924,0.0013110355,0.0006618669,0.06363341],"category_scores_gemma":[0.0001019757,0.00031661015,0.000342724,0.0008603724,0.000071510374,0.00036083846,0.00010577347,0.00042082908,0.0003269933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014168004,0.0003143804,0.00890396,0.00007761965,0.00018564599,0.000012973642,0.0009023159,0.00024110933,0.0011575498,0.02168938,0.01950058,0.9455977],"study_design_scores_gemma":[0.0011141597,0.00018483734,0.013802354,0.00007127863,0.00015770123,0.000002384835,0.008411967,0.00012258417,0.0014421319,0.0007219414,0.97363913,0.00032950888],"about_ca_topic_score_codex":0.000017963552,"about_ca_topic_score_gemma":0.0018149675,"teacher_disagreement_score":0.9541386,"about_ca_system_score_codex":0.00023514214,"about_ca_system_score_gemma":0.00017484993,"threshold_uncertainty_score":0.9999286},"labels":[],"label_agreement":null},{"id":"W1565212633","doi":"","title":"PROMOTIONAL COMMUNICATION AND REFELIXIVITY: CASE STUDIES IN THE MEDIA POLITICS AND PROBLEMATIZATION OF NEO-LIBERALISM","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Problematization; Ideology; Politics; Reflexivity; Blame; Political science; Sociology; Liberalism; Context (archaeology); Public relations; Political economy; Social science; Epistemology; Social psychology; Law","score_opus":0.05937376269432947,"score_gpt":0.2946580411680966,"score_spread":0.2352842784737671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565212633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4568657,0.009939541,0.000012611753,0.0047677327,0.00031010737,0.0017507529,0.000046529978,0.000052394036,0.5262546],"genre_scores_gemma":[0.89362025,0.023889361,0.0006925147,0.00007583382,0.00006797559,0.000014486859,0.00019438569,0.000019249968,0.081425935],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852693,0.000682471,0.00021700762,0.0001714468,0.00025436352,0.00014779948],"domain_scores_gemma":[0.9987425,0.00051098753,0.00026707695,0.00023196552,0.0002077068,0.00003973805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045087378,0.0001338302,0.00023788615,0.00011860267,0.00055930443,0.000036832058,0.00026733492,0.00015360829,0.00054827146],"category_scores_gemma":[0.0001693693,0.000121166486,0.000028495422,0.0003757346,0.00038573644,0.0002034617,0.00009948659,0.00021580237,8.7113506e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030911873,0.00015686019,0.0021767325,0.00074296125,0.0001361757,0.00008585724,0.6675771,0.0000041686762,0.0000072232356,0.21815665,0.00082321407,0.11010218],"study_design_scores_gemma":[0.0009662493,0.00007453334,0.004325609,0.0009548268,0.0002965444,0.000044187054,0.88754636,0.00013583609,0.000010081629,0.0106455395,0.09460519,0.0003950292],"about_ca_topic_score_codex":0.0017738473,"about_ca_topic_score_gemma":0.049362764,"teacher_disagreement_score":0.4448287,"about_ca_system_score_codex":0.00009071226,"about_ca_system_score_gemma":0.000049698094,"threshold_uncertainty_score":0.9679839},"labels":[],"label_agreement":null},{"id":"W1565853284","doi":"","title":"Knowledgeable agents for search and choice support in e-commerce: a decision support systems approach","year":2000,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Computer science; Management science; Political science; Operations research; Library science; Data science; Engineering","score_opus":0.03240099171009096,"score_gpt":0.24520913847436532,"score_spread":0.21280814676427434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565853284","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008475158,0.000056520763,0.30901507,0.00012224267,0.00025612637,0.0009923707,0.000029796374,0.00013541743,0.6809173],"genre_scores_gemma":[0.01973337,0.00007124426,0.028612545,0.0001366401,0.00007204243,0.0000065886625,0.000058370308,0.00002256778,0.9512866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984024,0.000072848125,0.00019140267,0.00062794593,0.000243944,0.00046145864],"domain_scores_gemma":[0.999246,0.000080078564,0.00003431819,0.0004460813,0.0000450811,0.00014842796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034280683,0.00018718824,0.00023526147,0.00023715975,0.00014971681,0.00031095927,0.0011054478,0.000079895195,0.0063011786],"category_scores_gemma":[0.0000062092604,0.00019809876,0.000054052318,0.0007607832,0.000045721277,0.0013009593,0.0005301626,0.00012870638,0.00013009817],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047697216,0.00016495178,0.0036482671,0.00011106617,0.000026797117,0.00006222195,0.0004076255,0.00043593443,0.0000043432046,0.0036233326,0.008150005,0.98331773],"study_design_scores_gemma":[0.0017985853,0.00012738664,0.002905881,0.00003161497,0.0000148712215,0.00000806695,0.00033862473,0.1527672,0.000006360374,0.000036853897,0.84172344,0.00024111605],"about_ca_topic_score_codex":0.00017988443,"about_ca_topic_score_gemma":0.00006748026,"teacher_disagreement_score":0.98307663,"about_ca_system_score_codex":0.00008651254,"about_ca_system_score_gemma":0.000044860724,"threshold_uncertainty_score":0.9946072},"labels":[],"label_agreement":null},{"id":"W1566433744","doi":"","title":"Modulation of Intestinal Epithelial Physiology and Signal Transduction by Transforming Growth Factor-beta","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Signal transduction; Modulation (music); Transforming growth factor beta; Cell biology; Transforming growth factor; Chemistry; Biology; Physics","score_opus":0.012037599806268885,"score_gpt":0.21663282227877598,"score_spread":0.20459522247250708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566433744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94577366,0.00038711293,0.0046555744,0.00007524911,0.00032941907,0.00063236465,0.000234253,0.000053801443,0.047858577],"genre_scores_gemma":[0.9479874,0.00030141175,0.00040423998,0.000016111437,0.000098664335,0.0000010131427,0.00069483207,0.00003513639,0.050461233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989935,0.000036097208,0.00022654387,0.00036602622,0.00018664157,0.00019114882],"domain_scores_gemma":[0.9994848,0.00001956859,0.00017242582,0.00009271389,0.0001282235,0.00010227357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003236217,0.00025640125,0.00046858145,0.00017720637,0.000062893,0.00000778287,0.00007451453,0.00023760943,0.016930265],"category_scores_gemma":[0.0000026918622,0.0002696017,0.00016535184,0.00023464771,0.0000740365,0.00014810727,0.000007686596,0.00026668372,0.0000025328509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017647702,0.00011193895,0.00023154977,0.0013085431,0.00018515908,0.000017042792,0.0012480601,0.000023182083,0.642274,0.00021077854,0.000020915324,0.35260406],"study_design_scores_gemma":[0.0096660545,0.0017168982,0.014234252,0.0014810804,0.0022453042,0.00007686883,0.0049955035,0.00012496032,0.9220885,0.00033588638,0.042079177,0.00095552317],"about_ca_topic_score_codex":0.0005015616,"about_ca_topic_score_gemma":0.00023820056,"teacher_disagreement_score":0.35164854,"about_ca_system_score_codex":0.00014042521,"about_ca_system_score_gemma":0.00014994263,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W1567052014","doi":"","title":"A System to Quantify Upper Limb Function","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Function (biology); Computer science; Geology; Biology","score_opus":0.008446154124311869,"score_gpt":0.1754826395899668,"score_spread":0.16703648546565492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567052014","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1830792,0.000025057498,0.011457354,0.00014029267,0.00097051065,0.00019932486,0.0000055236233,0.0008602551,0.8032625],"genre_scores_gemma":[0.967588,0.0000046098435,0.0005033718,0.00006504434,0.00008882128,0.0000014824843,0.0000023501962,0.000021063968,0.031725273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994147,0.000012730494,0.00008115156,0.00016757363,0.00009785412,0.00022602816],"domain_scores_gemma":[0.99966645,0.000019014262,0.000015476568,0.00015986932,0.000039550192,0.0000996111],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033024262,0.0001327465,0.00012069228,0.0001956718,0.00010972974,0.00003210562,0.00012900215,0.00007594232,0.007163595],"category_scores_gemma":[0.000003867946,0.00014557286,0.00007473785,0.0005619762,0.00001686271,0.0001555482,0.000037622118,0.00018454896,0.00008718691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016390115,0.00004892745,0.010789246,0.00021570543,0.00033592983,0.000027842376,0.0005887452,0.0010447174,0.056131344,0.029907288,0.010862092,0.88988423],"study_design_scores_gemma":[0.00031882685,0.0000731071,0.031091612,0.000021432053,0.00003245331,0.000003796117,0.0012508233,0.0010009375,0.0011864363,0.000007914381,0.9647757,0.00023698308],"about_ca_topic_score_codex":0.000023355693,"about_ca_topic_score_gemma":0.00016485853,"teacher_disagreement_score":0.95391357,"about_ca_system_score_codex":0.00004848895,"about_ca_system_score_gemma":0.0000062380614,"threshold_uncertainty_score":0.993744},"labels":[],"label_agreement":null},{"id":"W1567953191","doi":"","title":"A Field and Modeling Study of DDT in Soil and Groundwater Following In-Situ Soil Remediation","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Environmental science; Soil remediation; Groundwater; Soil science; Field (mathematics); In situ; Hydrology (agriculture); Soil contamination; Soil water; Geology; Geotechnical engineering; Contamination; Geography; Ecology; Biology; Mathematics","score_opus":0.01520660278699002,"score_gpt":0.1956075353760054,"score_spread":0.18040093258901538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567953191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98610485,0.000092006034,0.0000028977383,0.000040413015,0.00009984006,0.00028654563,0.0000024226194,0.00001519401,0.013355846],"genre_scores_gemma":[0.9912556,0.000053946533,0.000018861296,0.0000178036,0.00002744402,0.0000013839829,0.000059031496,0.000001281996,0.008564695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881583,0.00006776415,0.00022235893,0.00044116826,0.00023264659,0.00022023678],"domain_scores_gemma":[0.9996755,0.00007330393,0.00012027029,0.00004078501,0.000032014377,0.00005810668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013213202,0.0001970268,0.00028859254,0.00006787107,0.00009282274,0.00004883036,0.000205646,0.00022463893,0.00008354954],"category_scores_gemma":[0.000015735555,0.00010080537,0.000044556953,0.0005298459,0.000014907907,0.00033189583,0.00008003674,0.00022727625,0.0000011635617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009777113,0.0012710462,0.5156528,0.00032401978,0.00011286416,0.0006192881,0.030309603,0.0031076008,0.030180095,0.00022697075,0.00002804925,0.41719],"study_design_scores_gemma":[0.004633625,0.0024141525,0.7196933,0.0015300516,0.0002453888,0.000014327445,0.2621659,0.0031805264,0.0026731829,0.0009679016,0.0007010639,0.0017805843],"about_ca_topic_score_codex":0.0056096967,"about_ca_topic_score_gemma":0.31619668,"teacher_disagreement_score":0.41540942,"about_ca_system_score_codex":0.000069258036,"about_ca_system_score_gemma":0.000015410811,"threshold_uncertainty_score":0.8480221},"labels":[],"label_agreement":null},{"id":"W1568113696","doi":"10.5281/zenodo.39011","title":"Marginalized Particle Filtering For Blind System Identification","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Particle filter; Autoregressive model; Finite impulse response; MIMO; Convolution (computer science); State-space representation; Impulse response; Algorithm; Computer science; Monte Carlo method; System identification; Bayesian probability; Blind signal separation; State space; Nonlinear system; Impulse (physics); Control theory (sociology); Infinite impulse response; Posterior probability; Channel (broadcasting); Kalman filter; Mathematics; Filter (signal processing); Artificial intelligence; Statistics; Digital filter; Telecommunications; Data modeling; Artificial neural network","score_opus":0.02780975504306106,"score_gpt":0.2366691191140066,"score_spread":0.20885936407094552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568113696","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042384225,0.000017823733,0.94132006,0.0010267392,0.000073386655,0.00034194073,0.0000036461463,0.0005400514,0.052437913],"genre_scores_gemma":[0.7136362,0.000004593883,0.12069242,0.0002240905,0.00007454423,0.000009554139,0.000005510286,0.000016151238,0.1653369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908733,0.00007865307,0.00017010106,0.0003178114,0.0001396453,0.00020643396],"domain_scores_gemma":[0.9993327,0.00004396751,0.000109660185,0.00034832736,0.00009086996,0.00007443973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022854499,0.00010901154,0.00011808864,0.000087605426,0.00014511135,0.00020202405,0.0006020177,0.000059744343,0.0009329895],"category_scores_gemma":[0.00000744731,0.00012517512,0.00007261941,0.00037303937,0.000022901233,0.0009830144,0.00014712983,0.000062633895,0.00008380444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012472608,0.00008777127,0.0001936173,0.00007737159,0.00003864433,0.000010897215,0.0014197953,0.00085773127,0.01040539,0.39551085,0.0011987912,0.5900744],"study_design_scores_gemma":[0.0016761861,0.00006517391,0.00025952063,0.000038304643,0.000021412641,0.000009998154,0.00044293542,0.18296157,0.05786824,0.00025660172,0.75612754,0.00027249788],"about_ca_topic_score_codex":0.000008285962,"about_ca_topic_score_gemma":0.000024802985,"teacher_disagreement_score":0.8206276,"about_ca_system_score_codex":0.00011035748,"about_ca_system_score_gemma":0.000030174155,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W1570978164","doi":"","title":"Design of Hardware for an Electrocardiogram Analyzer","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spectrum analyzer; Computer science; Computer hardware; Telecommunications","score_opus":0.027859575188489735,"score_gpt":0.21516522703252625,"score_spread":0.18730565184403652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570978164","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036520003,0.000015647598,0.9660953,0.00007844216,0.00025925302,0.00036611612,0.0000023519174,0.0002283735,0.029302489],"genre_scores_gemma":[0.8590108,0.000004046206,0.1020994,0.00007213491,0.00006313584,0.0000035928708,0.000003360056,0.000017057399,0.03872645],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908274,0.00007476834,0.00011810674,0.00032978103,0.00013903299,0.00025554537],"domain_scores_gemma":[0.9991379,0.00004199569,0.00009544523,0.0005112023,0.00013974772,0.00007375944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021428116,0.00012198298,0.0001888607,0.00018376118,0.00010131381,0.000028476114,0.0009424888,0.00015379724,0.00050538505],"category_scores_gemma":[0.000014955556,0.00012712166,0.00009573201,0.00051842694,0.00006217346,0.0003780895,0.000036270096,0.00015175587,0.000008662204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014228439,0.00018591298,0.0040709474,0.000050230752,0.0002337553,0.000025579116,0.00040927198,0.00038355877,0.50142545,0.05136646,0.0017098734,0.43999666],"study_design_scores_gemma":[0.0031348604,0.0014523371,0.0013227697,0.000040394767,0.00016462356,0.000048457998,0.0005727669,0.02766902,0.33520758,0.0022244952,0.6273514,0.000811284],"about_ca_topic_score_codex":0.00002012697,"about_ca_topic_score_gemma":0.000046279092,"teacher_disagreement_score":0.8639959,"about_ca_system_score_codex":0.00002038305,"about_ca_system_score_gemma":0.000053905445,"threshold_uncertainty_score":0.5533612},"labels":[],"label_agreement":null},{"id":"W1571624431","doi":"","title":"A methodology for the assessment of buddy-agents","year":2001,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Decision support system; Variety (cybernetics); Set (abstract data type); Intelligent decision support system; Risk analysis (engineering); Data mining; Machine learning; Artificial intelligence; Business","score_opus":0.09432482593369945,"score_gpt":0.3037654397071892,"score_spread":0.20944061377348977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571624431","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018973446,0.000025206638,0.9451704,0.0005285918,0.00034097148,0.00032093484,0.00000319556,0.000035463832,0.05167786],"genre_scores_gemma":[0.45184144,0.000072076364,0.23223808,0.00041274042,0.00013675024,0.000007302406,0.0000046833093,0.00001918421,0.31526774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909514,0.0001918649,0.00014638995,0.00023816724,0.00014620542,0.00018220651],"domain_scores_gemma":[0.999073,0.00032020957,0.00015335857,0.00033122403,0.00007804803,0.000044123404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033774393,0.00009537476,0.00015725273,0.000072119095,0.00012744498,0.000028449935,0.0007120286,0.000055097673,0.0032057194],"category_scores_gemma":[0.000014020545,0.00007555802,0.00010019474,0.00035297737,0.000031250343,0.00023402029,0.00018343257,0.00005859071,0.000006865378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055561468,0.00016961481,0.024197957,0.000081611135,0.00023814148,0.000031764244,0.0014331755,0.001775344,0.0025060985,0.17068003,0.002951881,0.7958788],"study_design_scores_gemma":[0.0013255882,0.00013560889,0.02594412,0.000021876589,0.000047129342,0.000010624356,0.00054529385,0.12314364,0.00046849935,0.00031647322,0.847875,0.00016616445],"about_ca_topic_score_codex":0.00011796137,"about_ca_topic_score_gemma":0.00008447786,"teacher_disagreement_score":0.8449231,"about_ca_system_score_codex":0.000054554148,"about_ca_system_score_gemma":0.00004144565,"threshold_uncertainty_score":0.99770546},"labels":[],"label_agreement":null},{"id":"W1571850259","doi":"","title":"Molecular Mechanism(s) of Sex Differences in Lipid Metabolism in Human Skeletal Muscle","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Mechanism (biology); Skeletal muscle; Lipid metabolism; Chemistry; Biology; Bioinformatics; Endocrinology; Biochemistry; Physics","score_opus":0.006323535598246989,"score_gpt":0.2007209010648137,"score_spread":0.1943973654665667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571850259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91083163,0.00022835533,0.00004518411,0.0000061939286,0.0000847957,0.00016342977,0.000014734413,0.000004286429,0.08862139],"genre_scores_gemma":[0.96461624,0.00012261601,0.000080019294,0.000022747261,0.00005246107,0.0000012719329,0.00026946975,0.000020423791,0.03481473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890137,0.00006841674,0.00022185456,0.00040707237,0.00015524054,0.0002460334],"domain_scores_gemma":[0.99951476,0.000003902232,0.00014250596,0.00023823846,0.00004409974,0.00005650919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004857817,0.0002537282,0.00035569846,0.00015721703,0.000030288515,0.000012305358,0.00036472498,0.00031183753,0.00079949806],"category_scores_gemma":[0.0000037926122,0.00028839894,0.00013366393,0.0002746443,0.00003162913,0.0000060680745,0.000067281384,0.00020740117,0.0000025044096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010776087,0.00034209047,0.0009012201,0.00018520199,0.00007369196,0.00004236147,0.00040660962,0.00023090458,0.8543474,0.0030499396,0.000028123053,0.1402847],"study_design_scores_gemma":[0.0038000562,0.0010307427,0.136223,0.00039036106,0.00017358609,0.0000016152853,0.0030681437,0.00040850055,0.783744,0.00190283,0.06752986,0.0017273431],"about_ca_topic_score_codex":0.00015276931,"about_ca_topic_score_gemma":0.0015282154,"teacher_disagreement_score":0.13855736,"about_ca_system_score_codex":0.00001819159,"about_ca_system_score_gemma":0.000054278287,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W1571851988","doi":"","title":"Minutes of Meeting: Graduate Council, October 25, 2004","year":2004,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Library science; Political science; Medical education; Medicine; Computer science","score_opus":0.03849325715284933,"score_gpt":0.19824594506682497,"score_spread":0.15975268791397562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571851988","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01526691,0.00027770488,0.39293566,0.0016805795,0.0006914347,0.00014205485,0.000005011532,0.00016595142,0.5888347],"genre_scores_gemma":[0.70867825,0.00004081845,0.12950431,0.00019217936,0.00010352212,6.129859e-7,0.0000032358957,0.000024098881,0.16145298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914026,0.000012089225,0.000112940266,0.00021758757,0.00031791133,0.00019922288],"domain_scores_gemma":[0.99938685,0.00003362068,0.00006101096,0.00023755888,0.00019410528,0.000086828695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010042656,0.0001121019,0.0001205676,0.00006616499,0.000058642156,0.000036297013,0.0005430264,0.00004018035,0.00073627266],"category_scores_gemma":[0.000019222467,0.00012258769,0.00006097239,0.00047006385,0.000036238085,0.0002985857,0.00015272593,0.00008441652,0.00003588683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022733373,0.0003976557,0.0022652112,0.0001800472,0.00018497495,0.000152123,0.0047127437,0.27617225,0.0044156085,0.6378494,0.004429942,0.06921733],"study_design_scores_gemma":[0.0034731873,0.00029126366,0.006714609,0.00047929186,0.00009409453,0.000048561753,0.0016573513,0.01590819,0.011450189,0.011926096,0.94664115,0.001316028],"about_ca_topic_score_codex":0.00018006447,"about_ca_topic_score_gemma":0.00006740916,"teacher_disagreement_score":0.9422112,"about_ca_system_score_codex":0.00024906066,"about_ca_system_score_gemma":0.00024323894,"threshold_uncertainty_score":0.80616695},"labels":[],"label_agreement":null},{"id":"W1572653836","doi":"","title":"Recent trends in intimate partner homicide risk in North America: Cohabiting and married victims","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homicide; Criminology; Cohabitation; Intimate partner; Demography; Geography; Domestic violence; Demographic economics; Psychology; Medicine; Sociology; Environmental health; Suicide prevention; Poison control; Economics","score_opus":0.013580736289012059,"score_gpt":0.2359022187506035,"score_spread":0.22232148246159145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572653836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54157805,0.00014659381,0.000003343127,0.000036635727,0.00019243163,0.00019017929,0.000024468833,0.000047743666,0.45778057],"genre_scores_gemma":[0.64690727,0.009918919,0.0003811051,0.00022497299,0.0002190824,0.0000060729462,0.0005798612,0.00010590766,0.3416568],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766284,0.00041616068,0.00039812946,0.000626946,0.00026569108,0.0006302281],"domain_scores_gemma":[0.9989724,0.000092939474,0.00043590198,0.00022665804,0.00007785092,0.00019421481],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024663718,0.0003664304,0.0005693945,0.0006380737,0.00031663128,0.000089556204,0.00042783451,0.00034779098,0.02501312],"category_scores_gemma":[0.00005356351,0.00042480478,0.000106604,0.001482505,0.0002060832,0.0003650628,0.00007902826,0.00064159906,0.000040270872],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002910676,0.000064660584,0.39892557,0.00002384424,0.00003825816,0.00012215442,0.03851357,0.000022098153,0.0000047955864,0.00038419507,0.00012472791,0.56148505],"study_design_scores_gemma":[0.0016674084,0.00006351309,0.5235167,0.00023482364,0.00015141862,8.162683e-7,0.07614017,0.00009181057,0.000040732684,0.00011127935,0.3971421,0.0008391794],"about_ca_topic_score_codex":0.018464753,"about_ca_topic_score_gemma":0.5898784,"teacher_disagreement_score":0.57141364,"about_ca_system_score_codex":0.00030937174,"about_ca_system_score_gemma":0.00014552946,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W1573588425","doi":"","title":"Analysis of Subglacial Deposits and Landforms in Southern Ontario Using Sedimentology and Geomatics","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Landform; Sedimentology; Geology; Geomatics; Geomorphology; Structural geology; Archaeology; Seismology; Geography; Remote sensing","score_opus":0.01908750498934698,"score_gpt":0.20855804991915738,"score_spread":0.1894705449298104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573588425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9306944,0.00020118101,0.0000056678964,0.0000027306075,0.000060151087,0.00009734816,0.000019690402,0.000004856663,0.06891398],"genre_scores_gemma":[0.92464954,0.000034920973,0.00020070394,0.0000080445325,0.000005362835,6.4626384e-8,0.0003319399,0.0000029913408,0.07476643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916077,0.00009822262,0.00016810786,0.00025123262,0.000088690795,0.00023297861],"domain_scores_gemma":[0.9996092,0.00006654454,0.00013471291,0.000087971974,0.000031244927,0.00007036459],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010011638,0.0001492874,0.00042922347,0.00052609295,0.000080526734,0.000010235283,0.00013300603,0.00035231432,0.021830011],"category_scores_gemma":[0.000004485343,0.00014326668,0.00005073496,0.00040898798,0.00012562191,0.00008159407,0.000019616547,0.00025066917,0.000007812129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028203006,0.000011395645,0.9871723,0.00006940113,0.0003548664,0.00008449414,0.0063407714,0.0000675611,0.0000017449837,0.000020652651,3.8232676e-7,0.0055944063],"study_design_scores_gemma":[0.0004032849,0.00006428891,0.99280185,0.000026705655,0.00067522936,0.00001048812,0.0045507546,0.0011312907,0.00000768321,0.00006558644,0.00012000923,0.00014281695],"about_ca_topic_score_codex":0.068353266,"about_ca_topic_score_gemma":0.98078257,"teacher_disagreement_score":0.9124293,"about_ca_system_score_codex":0.000004064606,"about_ca_system_score_gemma":0.00008652631,"threshold_uncertainty_score":0.97906417},"labels":[],"label_agreement":null},{"id":"W1573935620","doi":"","title":"Drug Delivery to the Posterior Eye Using Etched Microneedles","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drug delivery; Ophthalmology; Optometry; Medicine; Biomedical engineering; Materials science; Nanotechnology","score_opus":0.06341677234475597,"score_gpt":0.338645096726407,"score_spread":0.27522832438165107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573935620","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71298236,0.0013247911,0.00035156537,0.00023889192,0.004766022,0.0016093579,0.00036849265,0.00019393217,0.27816457],"genre_scores_gemma":[0.07958956,0.0003557656,0.0012460512,0.0022987633,0.00037987754,0.0000086406135,0.0003251181,0.00015507043,0.9156411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972249,0.000535243,0.00040301748,0.0007506129,0.00026183974,0.00082436705],"domain_scores_gemma":[0.99858,0.00013030683,0.00030789388,0.0004353908,0.00021347095,0.00033298155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023981665,0.0006506024,0.00051017903,0.00029259652,0.0006229217,0.000046616467,0.0012844111,0.00065421197,0.10325922],"category_scores_gemma":[0.000011280501,0.0006339395,0.00027891755,0.00053732446,0.00015584353,0.00028783828,0.0002509721,0.0013795799,0.00082747557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008452134,0.00065281655,0.003320775,0.00072280725,0.002194901,0.0009367511,0.025791787,0.002656469,0.07603113,0.00027022828,0.0074224374,0.87154776],"study_design_scores_gemma":[0.0014947021,0.00008281369,0.00069661567,0.00018206298,0.0012149549,0.000011532989,0.011008053,0.00030668723,0.02324797,0.0000383968,0.96077675,0.00093948655],"about_ca_topic_score_codex":0.00041787815,"about_ca_topic_score_gemma":0.002467335,"teacher_disagreement_score":0.9533543,"about_ca_system_score_codex":0.00032179174,"about_ca_system_score_gemma":0.0002199785,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W1580772894","doi":"","title":"HUNGER IN A GLOBALIZING WORLD: INTERNATIONAL ORGANIZATIONS AND CONTESTATION IN THE GLOBAL GOVERNANCE OF FOOD SECURITY","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foreign Affairs and International Trade Canada; McMaster University","keywords":"Corporate governance; Food security; Global governance; Political science; Globalization; International trade; Business; Geography; Law; Agriculture","score_opus":0.010401987213084714,"score_gpt":0.22609550086699665,"score_spread":0.21569351365391193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580772894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5269325,0.00019217076,0.000017882816,0.0002862269,0.000356357,0.00037974853,0.000059313898,0.000021240867,0.4717546],"genre_scores_gemma":[0.9959636,0.000026348775,0.0000136317085,0.00012497594,0.0001486525,9.593947e-7,0.00019047425,0.00001080648,0.003520578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900943,0.00005574479,0.00023002418,0.00022329508,0.00025566015,0.00022585437],"domain_scores_gemma":[0.9993387,0.00004485615,0.00028321263,0.00010691165,0.0002131136,0.00001322876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018821712,0.00018950609,0.00022220636,0.00014541182,0.00007023587,0.0001178211,0.00034773521,0.0001333311,0.0012923005],"category_scores_gemma":[0.00014334997,0.00019221408,0.000052057116,0.0018218751,0.000049297076,0.0009514205,0.00007695823,0.00018555703,0.000003869197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021012001,0.00031741263,0.66195565,0.0005171072,0.00006809077,0.000023902918,0.0068670628,0.00004041512,0.0000041150524,0.3100996,0.00020045438,0.019696064],"study_design_scores_gemma":[0.0011398,0.00001624448,0.879415,0.00022671459,0.00011524577,8.633555e-7,0.069126606,0.00012381507,0.0000018754486,0.008580518,0.04095224,0.00030110666],"about_ca_topic_score_codex":0.004127639,"about_ca_topic_score_gemma":0.08268378,"teacher_disagreement_score":0.46903113,"about_ca_system_score_codex":0.0004033135,"about_ca_system_score_gemma":0.00006242164,"threshold_uncertainty_score":0.9996207},"labels":[],"label_agreement":null},{"id":"W1582904954","doi":"","title":"Loyalty and the Sacramentum in the Roman Republican Army","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Classical Studies and Legal History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Loyalty; Political science; History; Advertising; Business; Law","score_opus":0.014514234937678526,"score_gpt":0.1868184991271655,"score_spread":0.17230426418948697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582904954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056664273,0.00087641313,7.845807e-7,0.0010437423,0.00047582295,0.0003158521,0.000013102931,0.000020551284,0.9915873],"genre_scores_gemma":[0.028465644,0.00012897243,0.0000032082733,0.0006835103,0.00015070236,0.000003985727,0.00003701689,0.000016817996,0.9705101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892896,0.00020072605,0.00015919031,0.0002845309,0.0001970759,0.00022952321],"domain_scores_gemma":[0.9994583,0.00011713951,0.00013264816,0.00020958483,0.000043323464,0.000039020197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016553406,0.00021978484,0.00027387156,0.00006715788,0.00062042923,0.0001961238,0.00034135417,0.00008441098,0.056335367],"category_scores_gemma":[0.000013115294,0.00013354987,0.00012520028,0.000097726326,0.0004529873,0.00010486401,0.000044916324,0.0004532483,0.000014122703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032055087,0.00008814237,0.00007276844,0.00008430311,0.00010544481,0.000052572927,0.06091432,7.066869e-7,4.4791102e-7,0.80159307,0.0661628,0.070604846],"study_design_scores_gemma":[0.00083012454,0.000038921517,0.00032764862,0.00003871582,0.00008160252,8.454508e-7,0.07393321,0.0000066027064,2.3933703e-7,0.00040340424,0.9241736,0.000165105],"about_ca_topic_score_codex":0.0017472984,"about_ca_topic_score_gemma":0.06633976,"teacher_disagreement_score":0.85801077,"about_ca_system_score_codex":0.00010991731,"about_ca_system_score_gemma":0.000031322314,"threshold_uncertainty_score":0.9506971},"labels":[],"label_agreement":null},{"id":"W1582981991","doi":"","title":"Situations of Viewing: Class, Gender and the Everyday Practices and Processes of Watching Television","year":2010,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Psychology; Sociology; Advertising; Social psychology; Computer science; Business; Artificial intelligence","score_opus":0.045037688621887964,"score_gpt":0.2710849971982159,"score_spread":0.22604730857632793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582981991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008611054,0.0029913597,0.000080267295,0.0011156194,0.00006980332,0.00033816363,0.0000083758305,0.000012000623,0.9945233],"genre_scores_gemma":[0.04591458,0.02310832,0.00052568974,0.000054806245,0.000101113495,0.0000014081945,0.000009228723,0.000013679565,0.93027115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990528,0.00023242175,0.00016606349,0.0001727949,0.000265265,0.000110622226],"domain_scores_gemma":[0.99773234,0.0010151744,0.0007650347,0.00020522067,0.00023803684,0.000044221357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004805751,0.000116523384,0.00027132855,0.00005579728,0.00047689708,0.000033234614,0.00034359063,0.00017488282,0.0013911143],"category_scores_gemma":[0.00037918636,0.00009066509,0.000044353288,0.00016610448,0.0008432958,0.00024135008,0.00031131314,0.00029283026,0.0000010896953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002783763,0.00011232191,0.0020547658,0.0018153302,0.00052583986,0.00000481141,0.16130222,0.000005394696,0.00010717462,0.24127339,0.004667158,0.5878532],"study_design_scores_gemma":[0.0003936536,0.00001794158,0.00014408818,0.00015471547,0.00021579361,5.1208707e-7,0.01955602,0.000012900412,0.000008510407,0.0019538894,0.97744167,0.00010031057],"about_ca_topic_score_codex":0.000569133,"about_ca_topic_score_gemma":0.003651042,"teacher_disagreement_score":0.9727745,"about_ca_system_score_codex":0.00003508852,"about_ca_system_score_gemma":0.00037287155,"threshold_uncertainty_score":0.99952173},"labels":[],"label_agreement":null},{"id":"W1584005439","doi":"","title":"Hyster/Historia: Women of Woe in Three Renaissance History Plays","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Early Modern Spanish Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"The Renaissance; Art; Art history","score_opus":0.017219225900975604,"score_gpt":0.17687933517205184,"score_spread":0.15966010927107624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584005439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04563659,0.001796258,0.000006303024,0.00001048335,0.0022900542,0.00029061985,0.00006739312,0.000054663207,0.94984764],"genre_scores_gemma":[0.04245842,0.000026425207,0.00006131125,0.000050342278,0.00019346253,0.0000042466118,0.00014409614,0.00007102214,0.95699066],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827105,0.00009793971,0.00036244123,0.0005343286,0.00031679246,0.00041744395],"domain_scores_gemma":[0.9988299,0.00003692695,0.0004447129,0.00040859074,0.00018249043,0.00009736115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009871768,0.0004162708,0.0006226851,0.0003952144,0.00009527542,0.000053850774,0.0005183455,0.000372924,0.14925683],"category_scores_gemma":[0.000011559117,0.00048726506,0.00015213422,0.00012367753,0.00015530131,0.00044606643,0.00004219601,0.0006138804,0.000059643255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002532817,0.00079108594,0.0024427236,0.0038666523,0.0006922984,0.0009007128,0.55678314,0.00004723858,0.0010243271,0.30979955,0.07364752,0.04747194],"study_design_scores_gemma":[0.000850786,0.00010746126,0.00020638815,0.00045011105,0.000055176057,8.80693e-7,0.012928743,0.000005324634,0.000042556458,0.0004574923,0.9844225,0.0004725458],"about_ca_topic_score_codex":0.0005364455,"about_ca_topic_score_gemma":0.029604146,"teacher_disagreement_score":0.910775,"about_ca_system_score_codex":0.0015739384,"about_ca_system_score_gemma":0.00023240541,"threshold_uncertainty_score":0.9997579},"labels":[],"label_agreement":null},{"id":"W1584359264","doi":"","title":"External Validation of the Orebro Musculoskeletal Pain Screening Questionnaire within an Injured Worker Population: A Retrospective Cohort Study","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Rehabilitation; Health science; Musculoskeletal pain; Medicine; Physical therapy; Cohort; Family medicine; Epidemiology; Cohort study; Population; Nova (rocket); Medical education; Library science; Gerontology; Engineering; Sociology; Environmental health","score_opus":0.010395295403805857,"score_gpt":0.24704669248411368,"score_spread":0.23665139708030783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584359264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757275,0.00003905457,0.00077621103,0.000021337311,0.00052771287,0.0024368642,0.000009201259,0.000094547635,0.02036755],"genre_scores_gemma":[0.9090351,0.000002482235,0.0007557834,0.000015847167,0.00014812255,0.000009901512,0.0003498513,0.000058802492,0.089624114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659824,0.0011376078,0.0005486142,0.0006873179,0.00079063844,0.00023755564],"domain_scores_gemma":[0.99794126,0.000045845285,0.00073201576,0.0006356873,0.0004967694,0.0001484564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009578853,0.00041340067,0.00062828243,0.00029485516,0.0002527324,0.00003140838,0.0003078144,0.0004043212,0.006814378],"category_scores_gemma":[0.00023386313,0.00033903998,0.000393233,0.00084518455,0.000105380495,0.00035926286,0.0000607737,0.00060928887,0.0000071183767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083461014,0.00050307537,0.9247982,0.00047989062,0.0003018668,0.000009025305,0.0034856559,0.000036766367,0.00033603568,0.0002727111,0.000019138064,0.068923056],"study_design_scores_gemma":[0.0013152433,0.0012581858,0.9868914,0.0015450518,0.00069043366,0.0000019086233,0.007444714,0.00014529408,0.00012301802,0.0002016488,0.0000609961,0.00032214224],"about_ca_topic_score_codex":0.0013970447,"about_ca_topic_score_gemma":0.0031379827,"teacher_disagreement_score":0.06925657,"about_ca_system_score_codex":0.00030020755,"about_ca_system_score_gemma":0.00012919537,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W1584781986","doi":"","title":"Socrates in the Clouds: Excess and Impiety","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"SOCRATES; Philosophy; Epistemology","score_opus":0.03184281110193679,"score_gpt":0.2609757991689321,"score_spread":0.2291329880669953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584781986","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25557706,0.0017351937,0.0000048916204,0.00030590087,0.00057889643,0.000290251,0.000014699062,0.000044368466,0.74144876],"genre_scores_gemma":[0.2557094,0.0006417897,0.000017520479,0.00013712488,0.00016990612,0.000004379653,0.00007023413,0.00003367833,0.743216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984834,0.00023975848,0.00019067171,0.00049668003,0.0001933131,0.00039617202],"domain_scores_gemma":[0.9993108,0.00014580434,0.00015360971,0.00028393258,0.000052456202,0.000053425192],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112430214,0.00033951,0.00037322377,0.00014159696,0.00027641852,0.00004982378,0.00047393097,0.0003778447,0.018797787],"category_scores_gemma":[0.0000069813723,0.0002880717,0.00011703868,0.000392236,0.00014689607,0.00009824631,0.00004660283,0.0005881225,0.000120396406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011727582,0.00036895752,0.02240626,0.00053250993,0.000824013,0.0022568952,0.6500404,0.000004292457,0.000033061446,0.010634045,0.06406163,0.24766521],"study_design_scores_gemma":[0.0013481261,0.000084119085,0.031930327,0.00010013362,0.00014387621,0.000022340022,0.74717575,0.0000026248708,0.000007624894,0.00032321762,0.21841192,0.0004499392],"about_ca_topic_score_codex":0.00049998343,"about_ca_topic_score_gemma":0.0048141843,"teacher_disagreement_score":0.24721527,"about_ca_system_score_codex":0.00006230479,"about_ca_system_score_gemma":0.000045984394,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W1584955183","doi":"","title":"discrete choice experiment investigating preferences for funding drugs used to treat orphan diseases","year":2010,"lang":"en","type":"preprint","venue":"MacSphere (McMaster University)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Orphan drug; Rare disease; Public economics; Government (linguistics); Disease; Medicine; Actuarial science; Business; Family medicine; Economics; Bioinformatics; Pathology","score_opus":0.11306755332830105,"score_gpt":0.23969956472608808,"score_spread":0.12663201139778701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584955183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89225435,0.0002683013,0.0059703677,0.0003293515,0.0007518376,0.0011909755,0.00094635587,0.000088194116,0.098200284],"genre_scores_gemma":[0.9084219,0.000030250107,0.0037993744,0.00013739543,0.0002628432,0.00004716855,0.00025918204,0.000058652084,0.08698323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812615,0.000029380666,0.00043683423,0.0009558118,0.000053931497,0.0003978929],"domain_scores_gemma":[0.9986816,0.00010451713,0.00047577423,0.0004256998,0.000013259606,0.00029914494],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016026298,0.00037290063,0.00054976065,0.00022394747,0.00022599005,0.00018584868,0.0005438517,0.00027156048,0.018821074],"category_scores_gemma":[0.000043949236,0.00047653375,0.0002318972,0.000119572585,0.000090677255,0.00031820804,0.00069756253,0.00028007096,0.00023036744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013250278,0.00026756994,0.8915899,0.00070651434,0.0004025621,0.000005121342,0.009467507,0.008258816,0.0008081361,0.026612159,0.0013681347,0.06038107],"study_design_scores_gemma":[0.008730665,0.0008398663,0.22658296,0.0009361063,0.0006178623,0.0000020643529,0.01334948,0.014715342,0.0057811523,0.03999101,0.6823957,0.0060578072],"about_ca_topic_score_codex":0.0006517149,"about_ca_topic_score_gemma":0.00025290446,"teacher_disagreement_score":0.68102753,"about_ca_system_score_codex":0.0005429404,"about_ca_system_score_gemma":0.000038301543,"threshold_uncertainty_score":0.9997686},"labels":[],"label_agreement":null},{"id":"W1586422649","doi":"","title":"Pharmacological Cues, Morphine Tolerance, and Morphine Withdrawal","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Morphine; Psychology; Anesthesia; Medicine; Pharmacology","score_opus":0.012341275469359377,"score_gpt":0.23578146969546115,"score_spread":0.22344019422610178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586422649","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31706676,0.001167817,0.00014281739,0.00016117869,0.00057161617,0.0009388747,0.000054515018,0.00015490525,0.6797415],"genre_scores_gemma":[0.058641605,0.0005067201,0.0016742434,0.0003746464,0.00011282738,0.0000042102224,0.00054320507,0.000058302816,0.93808424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998435,0.00007098045,0.00020568878,0.0006258753,0.0002926639,0.0003697535],"domain_scores_gemma":[0.99921304,0.000026174648,0.00015894968,0.00019832999,0.00010082101,0.00030271342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064719374,0.0004680723,0.0006378795,0.00018465579,0.00015854713,0.00003055556,0.00013163686,0.00038661988,0.066271126],"category_scores_gemma":[0.000009876579,0.00042948363,0.00014883095,0.00035285743,0.000057449786,0.00012539582,0.000040791125,0.0004408467,0.00007450501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01581325,0.0045402003,0.05119382,0.0027095561,0.00681066,0.032757103,0.0015750845,0.00006486189,0.041347988,0.009595508,0.028161388,0.8054306],"study_design_scores_gemma":[0.021819318,0.0018753248,0.023763893,0.0009096716,0.004942446,0.00034668818,0.0021393406,0.00045883568,0.0074188807,0.00044022285,0.93429804,0.0015873207],"about_ca_topic_score_codex":0.000077016986,"about_ca_topic_score_gemma":0.00013905793,"teacher_disagreement_score":0.9061367,"about_ca_system_score_codex":0.00015741827,"about_ca_system_score_gemma":0.00010766592,"threshold_uncertainty_score":0.9998157},"labels":[],"label_agreement":null},{"id":"W1588638392","doi":"","title":"Engineering of Hyperbranched Polyethylene and its Future Applications","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Polymer science; Polyethylene; Materials science; Engineering; Computer science; Composite material","score_opus":0.0071616505715585005,"score_gpt":0.1899130461355921,"score_spread":0.18275139556403358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588638392","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53090173,0.013243174,0.00024988365,0.000078021236,0.0014204202,0.0008585593,0.00023486877,0.00021727094,0.45279607],"genre_scores_gemma":[0.22880094,0.0016879664,0.0014921298,0.00004201411,0.0005496168,0.000010307648,0.00023977834,0.00012101729,0.7670562],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989013,0.000027243796,0.00020065247,0.00041404448,0.00020244534,0.00025432772],"domain_scores_gemma":[0.9993638,0.000027607884,0.0001872469,0.0002179762,0.00007775366,0.00012565688],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003769733,0.0002775411,0.0003954752,0.00017593348,0.00011902291,0.000022419155,0.00032155588,0.0002974465,0.022687277],"category_scores_gemma":[0.0000034751963,0.00031421866,0.00010307623,0.0003275417,0.000039316845,0.00018207774,0.000051963263,0.00019736002,0.000061350795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020575275,0.00008512341,0.00011912824,0.0008587135,0.0001068972,0.00004871017,0.0021930411,0.000060264396,0.91441196,0.0032005566,0.00029317898,0.07841667],"study_design_scores_gemma":[0.0009726934,0.000057194353,0.001199623,0.00015803144,0.00024153531,0.000018031431,0.0026586081,0.000076510194,0.32217866,0.000008268155,0.6717699,0.00066094764],"about_ca_topic_score_codex":0.000067186615,"about_ca_topic_score_gemma":0.00012637548,"teacher_disagreement_score":0.6714767,"about_ca_system_score_codex":0.00003892613,"about_ca_system_score_gemma":0.00007478166,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W1588912559","doi":"","title":"Exploring and Modeling the Level of Service of Public Transit in Urban Areas: An Application to the Greater Toronto and Hamilton Area (GTHA), Canada","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public transport; Ordinary least squares; Metropolitan area; Transport engineering; Transit (satellite); Geography; Population; Service (business); Regression analysis; Business; Econometrics; Engineering; Statistics; Economics; Demography; Mathematics","score_opus":0.09379031958454859,"score_gpt":0.24577000368471075,"score_spread":0.15197968410016216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588912559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823968,0.000098250224,0.00033197476,0.00032195405,0.0000783019,0.000423669,0.00005034881,0.00000871829,0.01628999],"genre_scores_gemma":[0.9944005,0.00004251512,0.000033840708,0.00004146836,0.00003267519,0.000005115486,0.000045097397,0.000010451684,0.005388315],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99896294,0.00009360876,0.0001942466,0.0002992563,0.00026058118,0.00018936602],"domain_scores_gemma":[0.99935585,0.000031950316,0.000116037394,0.00023378662,0.00016336839,0.00009901991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260527,0.00014828447,0.00021121443,0.000044319688,0.00021902627,0.000038529466,0.00043731654,0.00012453167,0.0005029683],"category_scores_gemma":[0.0000056902772,0.00011631456,0.000028717424,0.00031864966,0.000057292447,0.0005786523,0.000018407485,0.00017565937,9.509074e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005000084,0.00013650589,0.27017748,0.000655755,0.00012885788,0.000008789389,0.38642958,0.0005408538,0.0010390406,0.0019772537,0.000027672822,0.3383782],"study_design_scores_gemma":[0.00085724035,0.000060002152,0.5381458,0.00028427428,0.0002468673,3.3883325e-7,0.4211281,0.0033560102,0.00045779467,0.00013104992,0.034674212,0.0006583219],"about_ca_topic_score_codex":0.88145065,"about_ca_topic_score_gemma":0.9994214,"teacher_disagreement_score":0.3377199,"about_ca_system_score_codex":0.00012411863,"about_ca_system_score_gemma":0.00026630948,"threshold_uncertainty_score":0.5507151},"labels":[],"label_agreement":null},{"id":"W1589744534","doi":"","title":"RECONCEPTUALIZING INCLUSIVE CITIZEN PARTICIPATION IN TORONTO","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Political science; Sociology; Public administration; Biology","score_opus":0.04066703859687614,"score_gpt":0.2894628763986047,"score_spread":0.24879583780172854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589744534","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019734921,0.0001716038,0.000004081911,0.00010377561,0.0005461728,0.00031284202,0.000006267353,0.000051637417,0.9790687],"genre_scores_gemma":[0.0384972,0.00024201351,0.00006897411,0.000042713873,0.0001235049,0.0000031918642,0.00012272838,0.000015218614,0.96088445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870217,0.00017211454,0.00020896705,0.00031918427,0.00023864534,0.00035892756],"domain_scores_gemma":[0.9994332,0.000033700428,0.00018948731,0.00010025275,0.0001191762,0.00012417472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013377951,0.00019040308,0.00023673316,0.000064191154,0.00034497527,0.000056468052,0.00031810853,0.00040378288,0.28785872],"category_scores_gemma":[0.000035925736,0.00021768032,0.000073912444,0.0003233562,0.00006732758,0.00044782282,0.00006394321,0.0002105438,0.000057044443],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016358717,0.00005325831,0.0041534193,0.00003776869,0.000069004804,0.000075484764,0.14850429,0.0000022925942,0.000020563702,0.011429988,0.012162213,0.82332814],"study_design_scores_gemma":[0.00025768013,0.000016929476,0.0036128727,0.00013014289,0.000028666778,8.6571355e-8,0.24643111,0.0000014014216,0.000072819246,0.00011145938,0.7490801,0.00025668927],"about_ca_topic_score_codex":0.08962161,"about_ca_topic_score_gemma":0.836717,"teacher_disagreement_score":0.8230714,"about_ca_system_score_codex":0.0017252985,"about_ca_system_score_gemma":0.00031386258,"threshold_uncertainty_score":0.91644067},"labels":[],"label_agreement":null},{"id":"W1592677536","doi":"","title":"Democracy After the Charter","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Charter; Political science; Law; Politics","score_opus":0.012990954879064832,"score_gpt":0.18053758799931327,"score_spread":0.16754663312024845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592677536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016370055,0.00019215926,0.000011088609,0.00068928994,0.001133882,0.00018124268,0.000057510548,0.00008238888,0.9960154],"genre_scores_gemma":[0.06367509,0.00001549359,0.000007674386,0.00080417335,0.0005613225,0.0000015837963,0.00015039172,0.000026703352,0.9347576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989183,0.00006663355,0.00017965405,0.0003075931,0.00020844402,0.00031938162],"domain_scores_gemma":[0.9994132,0.0000385412,0.00009719238,0.00024928388,0.00008816465,0.00011361261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031190528,0.0002908062,0.00025448218,0.00008032076,0.0004157191,0.00015087811,0.00040584104,0.00015378896,0.21847513],"category_scores_gemma":[0.0000040349796,0.00021734509,0.00023193506,0.00006824244,0.00012270501,0.00023353797,0.000030165931,0.00040065372,0.0007599918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064055395,0.00015570255,0.0000507822,0.00013041262,0.00015930449,0.00030811396,0.016930537,8.198121e-7,0.0000028519235,0.43423644,0.026006252,0.5213782],"study_design_scores_gemma":[0.00018595382,0.000063471125,0.0003264776,0.000056424156,0.0001146252,0.0000010182738,0.0039459663,0.000028312907,0.0000010758682,0.00289187,0.992085,0.00029983834],"about_ca_topic_score_codex":0.00022959244,"about_ca_topic_score_gemma":0.005303023,"teacher_disagreement_score":0.9660787,"about_ca_system_score_codex":0.00011029012,"about_ca_system_score_gemma":0.00005481174,"threshold_uncertainty_score":0.9768411},"labels":[],"label_agreement":null},{"id":"W1596157127","doi":"","title":"Religion Worthy of a Free People: Religious Practices and Discourses in London, Ontario, 1870-1890","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Sociology; Religious studies; Gender studies; Philosophy","score_opus":0.010320426365931145,"score_gpt":0.25061340495577067,"score_spread":0.24029297858983953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596157127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2311384,0.00062430435,0.0000030604174,0.00030034073,0.00018473747,0.00022207173,0.00003829204,0.000025499663,0.76746327],"genre_scores_gemma":[0.3563271,0.0026391149,0.0001642008,0.00007329153,0.000076569624,0.0000012840163,0.00008550856,0.000015225114,0.6406177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852204,0.00017088515,0.00024750122,0.00036530438,0.00037068813,0.0003236001],"domain_scores_gemma":[0.9988071,0.0001659157,0.00057064823,0.00021417986,0.000106577936,0.00013563338],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120416305,0.00022232092,0.00038004154,0.00021275363,0.00023111797,0.00005423477,0.00040559805,0.00028701013,0.011099496],"category_scores_gemma":[0.00009745844,0.00025789786,0.0000917146,0.0005259822,0.00041664494,0.00035435162,0.000051190415,0.0003473342,0.00000945299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025566146,0.00045965696,0.2178515,0.00041505732,0.00028757995,0.00050291483,0.07952392,0.00006781685,0.000022364096,0.61199933,0.016980626,0.0693326],"study_design_scores_gemma":[0.0004874055,0.00006527369,0.011794237,0.00024466595,0.00014612271,0.000002825969,0.020349376,7.367276e-7,0.000008934314,0.0005550108,0.9660451,0.00030033063],"about_ca_topic_score_codex":0.50821966,"about_ca_topic_score_gemma":0.96319765,"teacher_disagreement_score":0.94906443,"about_ca_system_score_codex":0.00033665367,"about_ca_system_score_gemma":0.0028027224,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W1596238550","doi":"","title":"New series 18, no. 2, Fall 2009","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto; Queen's University","keywords":"Series (stratigraphy); Computer science; Mathematics; Geology","score_opus":0.02242472190140747,"score_gpt":0.22398605057047177,"score_spread":0.2015613286690643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596238550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014328757,0.000023198587,0.4935248,0.0018826985,0.00010500237,0.000110016656,0.000001656209,0.00022276858,0.5039866],"genre_scores_gemma":[0.020160496,0.000020986872,0.08638824,0.0008283075,0.00014040516,3.828172e-7,0.0000023731252,0.00000912272,0.8924497],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989307,0.000033873697,0.00013833231,0.00040559346,0.00017953575,0.0003119791],"domain_scores_gemma":[0.99906087,0.000022929135,0.00006855125,0.0005456615,0.00010871295,0.00019328718],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000046320565,0.00015608444,0.00013228215,0.00009506798,0.00018584481,0.00014209108,0.0012912814,0.00007554337,0.015226995],"category_scores_gemma":[0.000010091513,0.00017641092,0.000073828865,0.0008124581,0.00004157191,0.0011080654,0.00019959458,0.00012863241,0.00259358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016125456,0.000043441694,0.00017088234,0.0000020915522,0.000010068255,0.00003582259,0.0002719349,0.000084608946,0.0010088669,0.2335925,0.027024828,0.73773885],"study_design_scores_gemma":[0.00011607102,0.00014310538,0.00047866502,0.000009672574,0.000008395281,0.000007786286,0.00013605834,0.0012937605,0.0023987126,0.007397037,0.9877755,0.00023523814],"about_ca_topic_score_codex":0.00011822767,"about_ca_topic_score_gemma":0.00020607193,"teacher_disagreement_score":0.9607507,"about_ca_system_score_codex":0.00007124076,"about_ca_system_score_gemma":0.000098792894,"threshold_uncertainty_score":0.998183},"labels":[],"label_agreement":null},{"id":"W1596891619","doi":"","title":"HYDROLOGIC IMPACT OF CLIMATE CHANGE IN SEMI-URBAN WATERSHEDS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental science; Hydrology (agriculture); Water resource management; Geography; Environmental planning; Geology; Geotechnical engineering; Oceanography","score_opus":0.013651789904167527,"score_gpt":0.22049881727386883,"score_spread":0.20684702736970131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596891619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49259296,0.0000581042,0.0000015144178,0.000023483592,0.00014831925,0.000264545,0.000012146916,0.00002786801,0.50687104],"genre_scores_gemma":[0.8898069,0.0002909045,0.000021929449,0.000033638036,0.000036766236,0.000004184514,0.00012066796,0.00002237761,0.10966261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849284,0.00011110276,0.00021716143,0.00040459764,0.0001715199,0.00060275977],"domain_scores_gemma":[0.99945384,0.000020407082,0.00020916846,0.00022899735,0.000004867095,0.00008274078],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014717468,0.00034195234,0.0004267973,0.000190991,0.000096635435,0.000007741904,0.0003962443,0.0003201813,0.09478387],"category_scores_gemma":[0.0000031962106,0.0003083155,0.00019409614,0.00041316243,0.00012797456,0.00037177737,0.00032137978,0.00026207528,0.0004028143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036252264,0.000139614,0.9650614,0.000095272255,0.000116626295,0.00007402763,0.0041222377,0.000214107,0.00023373633,0.000051852974,0.0003036929,0.029224878],"study_design_scores_gemma":[0.0009742861,0.00028757437,0.96968424,0.00010475483,0.00022666677,0.0000015755334,0.0010616356,0.00022164294,0.00015862101,0.00007402531,0.02664027,0.0005647313],"about_ca_topic_score_codex":0.0018141301,"about_ca_topic_score_gemma":0.0020541567,"teacher_disagreement_score":0.39721397,"about_ca_system_score_codex":0.00028644074,"about_ca_system_score_gemma":0.0000049820705,"threshold_uncertainty_score":0.9999369},"labels":[],"label_agreement":null},{"id":"W1598185421","doi":"","title":"INFERENCE FOR A GAMMA STEP-STRESS MODEL UNDER CENSORING","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Censoring (clinical trials); Inference; Econometrics; Computer science; Artificial intelligence; Statistics; Machine learning; Mathematics","score_opus":0.07725340599650285,"score_gpt":0.32328324526400193,"score_spread":0.24602983926749908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598185421","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008849748,0.000016173959,0.76186866,0.000047587575,0.00011943775,0.00055218436,0.0011258246,0.0001350255,0.23525012],"genre_scores_gemma":[0.099946536,0.000010577799,0.043563757,0.00004396985,0.00009867253,0.000037701917,0.0024238687,0.00007681073,0.8537981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987362,0.000035476165,0.00027491793,0.00036002233,0.000225795,0.00036758636],"domain_scores_gemma":[0.99847066,0.00052540784,0.0002616588,0.00028878314,0.00026809625,0.00018537614],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006140143,0.0003044917,0.0003232224,0.00010537065,0.00022558658,0.000055863296,0.0003131466,0.0002941284,0.019404951],"category_scores_gemma":[0.00016070793,0.0003474328,0.00015059026,0.000251682,0.00004198527,0.00017369738,0.00004317388,0.00023097653,0.00007665977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008193596,0.00015771805,0.000032808653,0.00050540426,0.00006284727,0.0000014483959,0.0002632647,0.0003163222,0.00011577722,0.9582379,0.002024326,0.038200278],"study_design_scores_gemma":[0.006691342,0.00017570159,0.0063918773,0.0017978936,0.0032377483,0.0000066737134,0.017865542,0.29412508,0.002679326,0.2915745,0.37106353,0.0043907706],"about_ca_topic_score_codex":0.000018554061,"about_ca_topic_score_gemma":0.0002547144,"teacher_disagreement_score":0.71830493,"about_ca_system_score_codex":0.00018774727,"about_ca_system_score_gemma":0.00011264685,"threshold_uncertainty_score":0.9998978},"labels":[],"label_agreement":null},{"id":"W1599357688","doi":"","title":"Understanding the Inhibition of the Alzheimer's Ab peptide by Human Serum Albumin","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alzheimer Society; Heart and Stroke Foundation of Canada","keywords":"Peptide; Human serum albumin; Human albumin; Albumin; Alzheimer's disease; Chemistry; Medicine; Internal medicine; Biochemistry; Endocrinology; Disease","score_opus":0.05581183986514315,"score_gpt":0.27283637347832257,"score_spread":0.21702453361317942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599357688","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17789094,0.005904328,0.00004657023,0.00046914746,0.00035289762,0.0019285148,0.00034207074,0.00008047644,0.81298506],"genre_scores_gemma":[0.87443703,0.00006481297,0.000008816061,0.000045375844,0.0000763643,0.000003122739,0.00061063597,0.00004864028,0.1247052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982358,0.00017224214,0.00022351701,0.00032616567,0.00060531625,0.00043695606],"domain_scores_gemma":[0.9988685,0.000056895216,0.00028705882,0.0004542298,0.00010764735,0.00022566748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104013125,0.00032952946,0.00035016923,0.0001214105,0.00045425637,0.000029401092,0.00027017554,0.00024391516,0.019760387],"category_scores_gemma":[0.0000084222365,0.00022215417,0.00032969494,0.00045373294,0.00019490473,0.00018029522,0.000102989994,0.00045517966,0.000052822103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012753439,0.009380955,0.33368057,0.005337629,0.2049887,0.0017287089,0.018984882,0.000041674717,0.029897945,0.033430446,0.23155738,0.11821765],"study_design_scores_gemma":[0.033269618,0.0026218754,0.35723275,0.009073573,0.07437141,0.00012714636,0.17669828,0.000109268236,0.10368726,0.0030632867,0.23560761,0.004137915],"about_ca_topic_score_codex":0.00025299503,"about_ca_topic_score_gemma":0.0006571053,"teacher_disagreement_score":0.6965461,"about_ca_system_score_codex":0.0003593673,"about_ca_system_score_gemma":0.00020748141,"threshold_uncertainty_score":0.98113567},"labels":[],"label_agreement":null},{"id":"W1599881653","doi":"","title":"Real-Time Rainfall Estimation and Prediction","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Estimation; Environmental science; Computer science; Statistics; Climatology; Geography; Meteorology; Econometrics; Mathematics; Geology; Engineering; Systems engineering","score_opus":0.012525548128521692,"score_gpt":0.18170135554444797,"score_spread":0.16917580741592628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599881653","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0561053,0.00013593509,0.00008843015,0.0000387551,0.00019686681,0.00017591583,0.000097859265,0.000110386354,0.94305056],"genre_scores_gemma":[0.0426605,0.00046748098,0.001064088,0.000016983447,0.000082359715,1.8919498e-7,0.0032693844,0.000009073728,0.95242995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989417,0.00008759876,0.00016540731,0.00033519327,0.0002901869,0.00017987074],"domain_scores_gemma":[0.99949884,0.000042948384,0.00016584556,0.000114295544,0.00006735377,0.00011072697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010403783,0.00020167867,0.00021264805,0.0002418719,0.00019540846,0.00008891615,0.0001462088,0.00018901833,0.22595964],"category_scores_gemma":[0.000014259063,0.00021591845,0.00007978524,0.00035495672,0.000027997487,0.00040298825,0.000005702262,0.00013830508,0.0004563757],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010789749,0.000015668815,0.022294713,0.000098741235,0.0001390285,0.00001860891,0.00078681204,0.0013766452,0.00014902993,0.000037109057,0.0018166318,0.97315913],"study_design_scores_gemma":[0.0021153032,0.00034830996,0.47803262,0.00043601968,0.0014218045,0.000007431789,0.0043077804,0.37834,0.00013621898,0.00049872295,0.13301523,0.0013405696],"about_ca_topic_score_codex":0.0006348965,"about_ca_topic_score_gemma":0.0025902113,"teacher_disagreement_score":0.97181857,"about_ca_system_score_codex":0.000017075652,"about_ca_system_score_gemma":0.000026998072,"threshold_uncertainty_score":0.8804899},"labels":[],"label_agreement":null},{"id":"W1600422984","doi":"","title":"Muscle Contractile Properties and Fatigue Characteristics after Spinal Cord Injury","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Spinal cord injury; Spinal cord; Medicine; Physical medicine and rehabilitation; Muscle fatigue; Anatomy; Electromyography","score_opus":0.020293899512671562,"score_gpt":0.2446044709383006,"score_spread":0.22431057142562905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600422984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82417727,0.0005024082,0.00002232272,0.00014172164,0.0005516968,0.0006037484,0.00004682895,0.000070680726,0.17388335],"genre_scores_gemma":[0.5190888,0.00022122775,0.00018856574,0.00018050158,0.00014007966,0.000002722477,0.0001243007,0.000026192158,0.48002762],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887043,0.00005025475,0.00023359127,0.00038991362,0.00021882224,0.00023701278],"domain_scores_gemma":[0.999264,0.000025003357,0.00017380052,0.00019400394,0.0001721965,0.00017098794],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041127725,0.0003014306,0.0004853551,0.0002263454,0.000085702246,0.00005077306,0.00008398277,0.0003347589,0.015255631],"category_scores_gemma":[0.000038579805,0.0002826215,0.00015897042,0.00016960735,0.00007946282,0.00017573431,0.000022522318,0.00038647343,0.000050785162],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014599943,0.00014973957,0.0046931608,0.00078017236,0.000114138405,0.00019043573,0.00029254056,1.03833734e-7,0.0018566406,0.000045284385,0.0004913917,0.97678643],"study_design_scores_gemma":[0.0010659059,0.0019263668,0.62645066,0.0012661914,0.00038549287,0.000015983,0.0032898304,0.000016622107,0.00041105205,0.000008756294,0.36478326,0.00037989634],"about_ca_topic_score_codex":0.000034592744,"about_ca_topic_score_gemma":0.00008303115,"teacher_disagreement_score":0.9764066,"about_ca_system_score_codex":0.00012644999,"about_ca_system_score_gemma":0.00012451173,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W1600601671","doi":"","title":"LOOSELY CULTIVATING DISCIPLINE: FROM ZERO TOLERANCE TO PROGRESSIVE DISCIPLINE IN AN ONTARIO SCHOOL BOARD","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"School discipline; Zero tolerance; Zero (linguistics); Mathematics education; Pedagogy; Political science; Sociology; Psychology; Philosophy; Law; Linguistics","score_opus":0.020749841998789025,"score_gpt":0.2670652853894423,"score_spread":0.24631544339065328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600601671","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70517796,0.00004875098,0.000026501133,0.00008614685,0.000583671,0.0006596379,0.000050087547,0.00009459046,0.29327267],"genre_scores_gemma":[0.1496026,0.0000129902855,0.0013956629,0.00008503884,0.00040270865,0.000011727243,0.0006595981,0.00004527866,0.8477844],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997633,0.00019793226,0.00031984615,0.000785723,0.00047558403,0.00058792246],"domain_scores_gemma":[0.99875855,0.000039085,0.0003108372,0.00022390088,0.00023372215,0.00043392347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000106347674,0.00040941962,0.0004886682,0.00013072944,0.0006958945,0.00020759883,0.0008904496,0.00051002554,0.033345252],"category_scores_gemma":[0.00004793337,0.0004192064,0.00015978156,0.00086648116,0.0001139474,0.0008333078,0.0001500581,0.000643591,0.000117791555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016002472,0.0005628938,0.24103485,0.00008803111,0.00017586003,0.00036187647,0.46458998,0.0001675535,0.0005339328,0.005326792,0.0006984655,0.28485954],"study_design_scores_gemma":[0.0022576672,0.00030685327,0.51736546,0.0016771047,0.0002748887,3.4636253e-7,0.32967275,0.00007536923,0.0001375847,0.004540198,0.14120072,0.0024910346],"about_ca_topic_score_codex":0.17385313,"about_ca_topic_score_gemma":0.9540595,"teacher_disagreement_score":0.7802063,"about_ca_system_score_codex":0.000999459,"about_ca_system_score_gemma":0.0005538894,"threshold_uncertainty_score":0.99982595},"labels":[],"label_agreement":null},{"id":"W1601384479","doi":"","title":"Protesting the \"Protest\": Understanding \"Non-Native\" Reactions and Responses to the Six Nations Land \"Occupation and Protest\" in Caledonia, Ontario","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Development economics; Political economy; Gender studies; Sociology; Economics","score_opus":0.027968312145730964,"score_gpt":0.2403164093207078,"score_spread":0.21234809717497682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601384479","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.403622,0.0000929104,0.00022151577,0.0029777247,0.00057136506,0.0037913055,0.000049818453,0.000059438593,0.5886139],"genre_scores_gemma":[0.19559298,0.000053873326,0.00021313464,0.0000631491,0.00013470037,0.000039685976,0.000023880624,0.00002086145,0.80385774],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988373,0.00023041487,0.00015036148,0.00030475738,0.00024614602,0.00023103814],"domain_scores_gemma":[0.99910045,0.0003666863,0.00016274121,0.00014287964,0.000110755616,0.000116485026],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004563706,0.00014381655,0.00014496931,0.0008718415,0.004113385,0.0004253686,0.00023196537,0.0002155586,0.0015140898],"category_scores_gemma":[0.00045516362,0.00014125678,0.000035876325,0.00088177394,0.00029371947,0.0003117812,0.000057389,0.00065150845,0.0000060435063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009271103,0.00016360865,0.16780165,0.00040736076,0.00016852221,0.00013100942,0.6787171,0.00010762199,0.00036288184,0.059941612,0.002212893,0.08905865],"study_design_scores_gemma":[0.00027258912,0.000036605874,0.10561845,0.000232239,0.000054446096,0.0000017099544,0.038702853,0.000021192986,0.0000028536092,0.0003960876,0.85443866,0.00022233634],"about_ca_topic_score_codex":0.77945226,"about_ca_topic_score_gemma":0.99956757,"teacher_disagreement_score":0.8522257,"about_ca_system_score_codex":0.0016683012,"about_ca_system_score_gemma":0.001595286,"threshold_uncertainty_score":0.99939865},"labels":[],"label_agreement":null},{"id":"W1604864774","doi":"","title":"The Paradox of Amalgamation: An Analysis of Municipal Restructuring in Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Political science; Law","score_opus":0.03128538206656082,"score_gpt":0.2206822642253431,"score_spread":0.18939688215878228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604864774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7709389,0.00010252389,0.000009333901,0.000008881359,0.000102506245,0.00009249947,0.000019420133,0.0000053271783,0.22872065],"genre_scores_gemma":[0.89228386,0.00007911961,0.0001072774,0.0000033554243,0.000005839243,4.0197884e-7,0.00021564649,0.000010605599,0.1072939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990732,0.000040954677,0.000482516,0.0001811255,0.00005553015,0.00016664936],"domain_scores_gemma":[0.99892414,0.00005275966,0.0006176652,0.00032434732,0.00004105727,0.000040033057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001998371,0.00014784961,0.00054183125,0.00062088016,0.00012420557,0.00003459239,0.0005294063,0.00018101957,0.00891616],"category_scores_gemma":[0.000017076305,0.00017066931,0.00019915213,0.0009723438,0.000049089722,0.00020908381,0.00005386882,0.00029412017,0.000004044125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052824954,0.00021329394,0.7236656,0.00014328075,0.0022982175,0.000019220706,0.10545731,0.005320744,0.000012745293,0.11562803,0.000007605037,0.046705678],"study_design_scores_gemma":[0.00049429835,0.000043373286,0.9745591,0.000060375634,0.00015327705,9.7352284e-8,0.012771466,0.00023362898,0.00003326033,0.0025385693,0.008895648,0.00021690661],"about_ca_topic_score_codex":0.17175087,"about_ca_topic_score_gemma":0.89996016,"teacher_disagreement_score":0.7282093,"about_ca_system_score_codex":0.00052646425,"about_ca_system_score_gemma":0.00013980237,"threshold_uncertainty_score":0.99198985},"labels":[],"label_agreement":null},{"id":"W1605538735","doi":"","title":"Molecular Abnormalities in Postmortem Brains of Subjects with Mood Disorders","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Psychiatric Research Foundation; McMaster University","keywords":"Mood disorders; Mood; Psychology; Postmortem studies; Neuroscience; Psychiatry; Medicine; Clinical psychology; Anxiety","score_opus":0.009588696208558576,"score_gpt":0.20289659674622854,"score_spread":0.19330790053766997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605538735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6229697,0.000039052098,0.000029986719,0.000016469785,0.00010244902,0.00033859842,0.00005165069,0.000024844872,0.37642723],"genre_scores_gemma":[0.81248647,0.000053433225,0.00006642506,0.00008494312,0.0000063727,0.0000029648054,0.000048557347,0.000059051537,0.18719177],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99783885,0.00036200462,0.00024526296,0.0007255019,0.0004289136,0.00039944868],"domain_scores_gemma":[0.9991088,0.00007943967,0.00026285343,0.0003560941,0.00007400545,0.0001188175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036074205,0.00042029042,0.00040567928,0.00036358286,0.0000754397,0.000034264518,0.00047461755,0.00015816343,0.0051305965],"category_scores_gemma":[0.000059162423,0.0004552571,0.00013447237,0.000939704,0.00014248939,0.00018349619,0.00004824786,0.00026239493,0.000010979163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00564053,0.0029031094,0.075934924,0.0036022654,0.00036246493,0.0024881188,0.010670619,0.01662507,0.790725,0.04358468,0.00031609513,0.047147114],"study_design_scores_gemma":[0.0023992064,0.0004969313,0.013403351,0.000281746,0.00016056547,0.000008440755,0.00817743,0.000046140074,0.9693116,0.00016422122,0.004629924,0.0009204344],"about_ca_topic_score_codex":0.00013222199,"about_ca_topic_score_gemma":0.005401889,"teacher_disagreement_score":0.18951677,"about_ca_system_score_codex":0.00007206686,"about_ca_system_score_gemma":0.00026405876,"threshold_uncertainty_score":0.9997899},"labels":[],"label_agreement":null},{"id":"W1606227937","doi":"","title":"Cancer care employees' perceptions of research: A qualitative study","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Perception; Psychology; Medicine; Sociology; Social science","score_opus":0.05336348572795952,"score_gpt":0.43775153852200127,"score_spread":0.38438805279404176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606227937","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4281073,0.0017038996,0.000055785884,0.000052197847,0.0006508986,0.0013259051,0.00007385963,0.000049315517,0.5679808],"genre_scores_gemma":[0.089477666,0.0006725283,0.0007326564,0.000038979568,0.00013450933,0.000013768627,0.00014857731,0.000054418855,0.9087269],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977652,0.0007335071,0.00024949087,0.00048734888,0.0004480102,0.00031644854],"domain_scores_gemma":[0.9984014,0.00020693072,0.00018130391,0.00033910916,0.0007473516,0.00012392511],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019729882,0.00025997162,0.00061585207,0.0004547558,0.0002532773,0.000007113501,0.00023649466,0.00038645492,0.08291286],"category_scores_gemma":[0.000042602744,0.00025619924,0.00017526442,0.0008896592,0.00029433967,0.00010004755,0.000028681627,0.0008352237,0.00002868847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049372576,0.002222656,0.027406877,0.0015843463,0.0016835356,0.00061880366,0.8129134,0.000033899374,0.00062897394,0.0009972773,0.0043697604,0.1426032],"study_design_scores_gemma":[0.0023699868,0.0017031102,0.0030740795,0.00039767064,0.000370364,0.0000034601233,0.85773396,7.1781125e-7,0.00011871832,0.00004382626,0.13397042,0.00021368188],"about_ca_topic_score_codex":0.00029836086,"about_ca_topic_score_gemma":0.00468288,"teacher_disagreement_score":0.34074607,"about_ca_system_score_codex":0.0006741313,"about_ca_system_score_gemma":0.0006170405,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W1607087906","doi":"","title":"THE INTERNATIONALIZATION OF PUBLIC POLICY AND MULTI-LEVEL GOVERNANCE: A COMPARISON OF FINANCIAL SERVICES SECTOR REFORM IN CANADA AND FRANCE","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Corporate governance; Public sector; Business; Financial sector; Financial services; Public administration; Public policy; Political science; Financial system; Accounting; Finance; Economics; Economic growth; International trade; Economy","score_opus":0.022780102385689983,"score_gpt":0.2151575653903583,"score_spread":0.19237746300466832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607087906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92529464,0.0045702127,0.00026661943,0.00015842567,0.00033943675,0.000275209,0.0006295409,0.0000065668805,0.068459354],"genre_scores_gemma":[0.9607503,0.00061193045,0.00010915473,0.000025112333,0.0000203155,9.966748e-7,0.00006668785,0.000010032099,0.03840547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913603,0.000012531713,0.0004094961,0.00021883579,0.00007643007,0.00014665152],"domain_scores_gemma":[0.9990389,0.000022670349,0.0007085728,0.00009998974,0.000088631044,0.00004125513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006941537,0.00013807608,0.00033415208,0.00012087535,0.00007611359,0.000024694255,0.00020902054,0.000116168645,0.00040998706],"category_scores_gemma":[0.00004723645,0.00014860163,0.000035872166,0.0003964415,0.000050396073,0.0001741015,0.00004550255,0.000101958816,9.962163e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081764774,0.000053384774,0.43444365,0.000410595,0.000028334825,0.0000021894255,0.00091884413,0.00010250392,0.0000062858376,0.41997898,0.000015353866,0.14395812],"study_design_scores_gemma":[0.00082696107,0.000022821472,0.9517963,0.00015972416,0.000005774165,3.1367853e-7,0.0011509777,0.00074030116,0.00004158433,0.0014599646,0.04364174,0.00015353509],"about_ca_topic_score_codex":0.7044468,"about_ca_topic_score_gemma":0.9754417,"teacher_disagreement_score":0.51735264,"about_ca_system_score_codex":0.0007648527,"about_ca_system_score_gemma":0.00054482504,"threshold_uncertainty_score":0.60597986},"labels":[],"label_agreement":null},{"id":"W1608477950","doi":"","title":"Moving beyond the individual : activity-based modeling of time use and travel behavior incorporating intra-household interactions","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Travel behavior; Computer science; Econometrics; Psychology; Transport engineering; Engineering; Economics","score_opus":0.04459736312549513,"score_gpt":0.2495250895455015,"score_spread":0.2049277264200064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608477950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95375425,0.00002919202,0.0005500512,0.00004514485,0.00018785491,0.00043747574,0.000109908906,0.00006019238,0.044825938],"genre_scores_gemma":[0.951805,0.000016059868,0.00032718296,0.000024290104,0.00006674797,0.0000025454046,0.00017043317,0.000028660337,0.047559112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848324,0.00020131112,0.000259262,0.0003962196,0.00040251834,0.00025742382],"domain_scores_gemma":[0.99898,0.00018241555,0.0003809715,0.00020765723,0.00014229603,0.000106703344],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020304752,0.0002500936,0.000326717,0.00018658387,0.00087311,0.00014441907,0.00042993165,0.00025757623,0.0020639824],"category_scores_gemma":[0.000028242886,0.0002460749,0.00015004545,0.0005030524,0.00026478444,0.00096305815,0.000038700044,0.00054275483,0.000002314207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017042471,0.001930914,0.5258461,0.0007608131,0.0008075399,0.00038524304,0.113294445,0.007309155,0.009465637,0.0016046502,0.00042972146,0.33646154],"study_design_scores_gemma":[0.008335239,0.0006329386,0.5699174,0.00261123,0.008363227,0.000009646746,0.30396947,0.070568606,0.007455466,0.001030709,0.020358855,0.00674724],"about_ca_topic_score_codex":0.00605451,"about_ca_topic_score_gemma":0.034213305,"teacher_disagreement_score":0.3297143,"about_ca_system_score_codex":0.000117454445,"about_ca_system_score_gemma":0.0004024374,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W1612636452","doi":"","title":"New Hardware and Software Design for Electrical Impedance Tomography","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrical impedance tomography; Software; Tomography; Electrical impedance; Electrical resistivity tomography; Computer science; Electrical engineering; Engineering; Medicine; Radiology; Electrical resistivity and conductivity; Operating system","score_opus":0.009674146600226462,"score_gpt":0.2039202377791775,"score_spread":0.19424609117895103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1612636452","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061404966,0.017125454,0.83427155,0.000035900794,0.0012845842,0.0025470436,0.00014236242,0.00218137,0.13627125],"genre_scores_gemma":[0.008184086,0.0023188763,0.1324369,0.00015128021,0.0008362957,0.000018105318,0.00063293864,0.00040364146,0.8550179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983789,0.000027245287,0.00022762775,0.0005049887,0.0002213104,0.0006399325],"domain_scores_gemma":[0.99917275,0.0001747333,0.000080218946,0.00018479163,0.000094507006,0.00029299408],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007489842,0.00048684067,0.00044765638,0.000535167,0.00013936432,0.00007017238,0.0003383013,0.0005415572,0.0021686144],"category_scores_gemma":[0.000016160424,0.0005307263,0.00029113182,0.0014136251,0.000027777865,0.00017975715,0.000020531712,0.0004513662,0.000010015249],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004058897,0.000019897447,0.0003865379,0.0003461385,0.00021506188,0.000039154813,0.0001292686,0.0001272103,0.00052218116,0.00024046506,0.010530871,0.9870373],"study_design_scores_gemma":[0.0030067724,0.0009164741,0.0029615292,0.00042233904,0.00079480023,0.000018931023,0.00043406212,0.003547379,0.012378705,0.0014840472,0.9715536,0.0024813674],"about_ca_topic_score_codex":0.00002766427,"about_ca_topic_score_gemma":0.00018241176,"teacher_disagreement_score":0.98455596,"about_ca_system_score_codex":0.000092821814,"about_ca_system_score_gemma":0.00007444978,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W1619453217","doi":"","title":"Modelling spectral and broadband UV-B (290--325 nm) irradiance for Canada","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irradiance; Broadband; Optics; Remote sensing; Physics; Telecommunications; Environmental science; Materials science; Optoelectronics; Geography; Computer science","score_opus":0.01465318925644323,"score_gpt":0.1818435289860067,"score_spread":0.16719033972956346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1619453217","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009288747,0.0011268982,0.06455537,0.00005963687,0.0008279686,0.00086827186,0.0001346098,0.00054072944,0.92259777],"genre_scores_gemma":[0.030994883,0.0007809021,0.0032371457,0.00006964779,0.00017873954,0.000006283714,0.00047411924,0.0001044448,0.9641538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918723,0.000010680945,0.0001406134,0.00025427443,0.00014686941,0.00026034887],"domain_scores_gemma":[0.99964327,0.000016454027,0.000047453705,0.00012600706,0.00004859968,0.00011819838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003006122,0.00025106655,0.00023089495,0.000101040896,0.00008982567,0.000055768858,0.00014273339,0.0001771447,0.0033820248],"category_scores_gemma":[0.000002202755,0.00032186165,0.000059921775,0.000162154,0.000011276473,0.00016562772,0.000008135534,0.00017901561,0.0000013278909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084916013,0.000093231116,0.00082755386,0.004087928,0.00089559756,0.00031373452,0.002043053,0.14974771,0.003119627,0.011225929,0.16028157,0.6665149],"study_design_scores_gemma":[0.000541038,0.000025323701,0.000059175385,0.00015131521,0.00008338798,0.0000030063834,0.00064641045,0.046092477,0.0020545362,0.000120636665,0.94975847,0.00046421948],"about_ca_topic_score_codex":0.020316524,"about_ca_topic_score_gemma":0.40089822,"teacher_disagreement_score":0.78947693,"about_ca_system_score_codex":0.00027980882,"about_ca_system_score_gemma":0.00014143508,"threshold_uncertainty_score":0.99992335},"labels":[],"label_agreement":null},{"id":"W1661513237","doi":"","title":"Damping and fluidelastic instability in two-phase cross-flow heat exchanger tube arrays","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad del Zulia; McMaster University","keywords":"Instability; Heat exchanger; Tube (container); Mechanics; Flow (mathematics); Materials science; Economics; Engineering; Physics; Thermodynamics; Mechanical engineering","score_opus":0.015060635741371101,"score_gpt":0.2654009668349003,"score_spread":0.25034033109352916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1661513237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68099284,0.0005655594,0.017326536,0.000012116843,0.00061886123,0.000382585,0.00008990382,0.00024360865,0.29976797],"genre_scores_gemma":[0.9839874,0.00019353424,0.00060723437,0.000059344937,0.00014078795,0.0000036408449,0.00035666526,0.000121194724,0.014530222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813527,0.0000672763,0.00038782915,0.00054210325,0.00024286307,0.00062468566],"domain_scores_gemma":[0.9992279,0.00014432448,0.0000023464884,0.0002572874,0.000079815785,0.0002883613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019085933,0.00047118982,0.00053146685,0.0003576619,0.00010779475,0.00009647703,0.00022656715,0.00038375944,0.015357034],"category_scores_gemma":[0.000027149319,0.00056771253,0.00012636311,0.0005521684,0.00009570625,0.00041212834,0.00003131633,0.00069161714,0.000031692507],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002787956,0.001072623,0.02150262,0.01205434,0.00065247755,0.0039917184,0.020942772,0.01379145,0.08822693,0.0051265676,0.00038416375,0.8294664],"study_design_scores_gemma":[0.07874737,0.0019557509,0.06851595,0.009475826,0.002155528,0.00019235106,0.041394405,0.3453654,0.076623745,0.0019133542,0.35554695,0.018113356],"about_ca_topic_score_codex":0.00022468573,"about_ca_topic_score_gemma":0.0039633927,"teacher_disagreement_score":0.811353,"about_ca_system_score_codex":0.0003138479,"about_ca_system_score_gemma":0.000053683467,"threshold_uncertainty_score":0.9996774},"labels":[],"label_agreement":null},{"id":"W1676053108","doi":"","title":"Studies of the Ferromagnetic Superconductors URhGe and UCoGe","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Rare-earth and actinide compounds","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ferromagnetism; Superconductivity; Condensed matter physics; Physics","score_opus":0.01878707075696333,"score_gpt":0.21493439771922887,"score_spread":0.19614732696226556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1676053108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76019436,0.00014414024,0.000020109752,0.00024108503,0.000076931225,0.000079485486,0.000007165171,0.000011197302,0.23922552],"genre_scores_gemma":[0.92006433,0.000005254514,0.00007684546,0.000046314344,0.0000430904,9.826843e-8,0.0000010629556,0.000004171483,0.07975881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947816,0.000043043616,0.00009017911,0.00015598658,0.000080477046,0.0001521453],"domain_scores_gemma":[0.9996618,0.0000333252,0.00005077471,0.00016565945,0.000037724625,0.00005070765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027745713,0.000113979484,0.00015755491,0.000031827,0.00011869576,0.000017140726,0.00017527239,0.000021790118,0.008947604],"category_scores_gemma":[0.0000029696607,0.000088583714,0.0000733525,0.00019869272,0.000111324625,0.000157393,0.00008826887,0.00009136282,0.000005456645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008611961,0.00023531783,0.39357302,0.00005699082,0.00031055158,0.00001901359,0.0032980647,0.00009892206,0.010549775,0.027005631,0.0024655578,0.56230104],"study_design_scores_gemma":[0.0048999917,0.0008986239,0.2541895,0.00028495784,0.00046113797,0.000011493495,0.046490606,0.00029450722,0.019917196,0.010742527,0.66064966,0.0011598285],"about_ca_topic_score_codex":0.00003796645,"about_ca_topic_score_gemma":0.000012600067,"teacher_disagreement_score":0.6581841,"about_ca_system_score_codex":0.000009841243,"about_ca_system_score_gemma":0.000020037238,"threshold_uncertainty_score":0.9919584},"labels":[],"label_agreement":null},{"id":"W1769201899","doi":"","title":"IS O REALLY THE UNIVERSAL DONOR","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; Canadian Blood Services; McMaster University","keywords":"Computer science","score_opus":0.01504161556575482,"score_gpt":0.22629595359775687,"score_spread":0.21125433803200205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1769201899","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04162872,0.0002831782,0.00002457668,0.0009209756,0.0004707825,0.00050026405,0.000041551215,0.00009622168,0.9560337],"genre_scores_gemma":[0.030640775,0.00021928916,0.000126884,0.00038141105,0.00019644725,6.0502566e-7,0.0004124765,0.00005551419,0.9679666],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863434,0.00005877664,0.00016211266,0.0004438378,0.0004090509,0.0002918654],"domain_scores_gemma":[0.99895096,0.000026725806,0.00012737901,0.00042348815,0.00025508346,0.00021638328],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086384876,0.00032286768,0.0003890559,0.00015368234,0.00017649142,0.0000358307,0.00032556415,0.0004111715,0.053999774],"category_scores_gemma":[0.000005743931,0.00025560267,0.00024862072,0.00048626392,0.00006482006,0.00012788239,0.000048172416,0.00057905423,0.00020557709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006077907,0.00047658972,0.0033697265,0.00079639,0.0014130258,0.0017795525,0.01099488,0.000005309578,0.0009418042,0.0037952962,0.07719949,0.89315003],"study_design_scores_gemma":[0.0028119194,0.00030007958,0.0040347893,0.00028427778,0.0012700957,0.000026007592,0.012444568,0.00002751255,0.000274105,0.00012208738,0.9780974,0.00030716506],"about_ca_topic_score_codex":0.000631692,"about_ca_topic_score_gemma":0.0019117838,"teacher_disagreement_score":0.9008979,"about_ca_system_score_codex":0.00017611004,"about_ca_system_score_gemma":0.00037802442,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W180197751","doi":"","title":"Class Action: Class, Politics and Union Activists in Alberta","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Politics; Class action; Political science; Action (physics); Public administration; Law; Mathematics; Computer science; Artificial intelligence; Physics; State (computer science)","score_opus":0.015445809336204633,"score_gpt":0.2537528514926721,"score_spread":0.2383070421564675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W180197751","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0987422,0.000041984447,0.000009197205,0.00056578935,0.0006637989,0.000253503,0.000012898379,0.00002824218,0.8996824],"genre_scores_gemma":[0.1091453,0.00038595585,0.00003133741,0.00015265954,0.0000740124,8.804928e-7,0.00009157606,0.000022593129,0.8900957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984583,0.0003241801,0.00015234335,0.00038353543,0.00027568065,0.00040594477],"domain_scores_gemma":[0.9993251,0.000102286205,0.00015045532,0.0001618812,0.000088140696,0.00017216588],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001267541,0.00022779478,0.00024393768,0.00021367427,0.00044539472,0.00010755138,0.00023026847,0.00041952188,0.014532556],"category_scores_gemma":[0.000038783637,0.0002687098,0.00006357772,0.00063319376,0.00010899147,0.0003565754,0.00003492684,0.00035216194,0.000008723353],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008281594,0.00022861989,0.0068502314,0.0000919603,0.00012327945,0.0000737669,0.011387619,0.000008675716,0.00007883541,0.7951179,0.0028094351,0.18314686],"study_design_scores_gemma":[0.00051616936,0.000027539994,0.010976331,0.000080495425,0.00005238594,4.0357227e-7,0.028314592,0.000005492675,0.000038440416,0.0004669233,0.95923585,0.0002853674],"about_ca_topic_score_codex":0.032740742,"about_ca_topic_score_gemma":0.49839696,"teacher_disagreement_score":0.95642644,"about_ca_system_score_codex":0.0004961976,"about_ca_system_score_gemma":0.0003427391,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W1822878561","doi":"","title":"Health informatics programs for continuing education for health executives in Western Africa, and delivery using distance on-line education: a systematic review","year":2015,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Universidad Peruana Cayetano Heredia","keywords":"Health informatics; Curriculum; Informatics; Public health informatics; Medical education; Health care; Health Administration Informatics; Medicine; Health education; Inclusion (mineral); Public health; Nursing; International health; Political science; Psychology; Pedagogy","score_opus":0.12993744261324094,"score_gpt":0.4251794471230642,"score_spread":0.2952420045098233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1822878561","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003031936,0.9556512,0.0038967964,0.00043471006,0.0007287976,0.036456116,0.00015933918,0.0000753298,0.002594668],"genre_scores_gemma":[0.000003945301,0.9418584,0.0030004396,0.0010597607,0.00024541764,0.0012160183,0.0003382657,0.00010349553,0.05217424],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927472,0.0021255098,0.0030192288,0.00058743835,0.00031567347,0.0012049332],"domain_scores_gemma":[0.9930227,0.0008529247,0.0044475403,0.0005912795,0.0005415108,0.0005440911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031452707,0.00064886245,0.0043336432,0.0004492546,0.00049439893,0.000042409185,0.00046859536,0.00038228018,0.0000511878],"category_scores_gemma":[0.00022551144,0.00059823366,0.0002692457,0.0009576006,0.000056464654,0.0003365159,0.00013134682,0.000782,0.000013975722],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019139472,0.000086016495,0.000019208252,0.52120054,0.000031342955,2.1759313e-7,0.0019167557,3.351328e-7,8.2885226e-10,0.00028136172,0.0013203458,0.47512472],"study_design_scores_gemma":[0.00041215017,0.00025907176,2.012446e-7,0.46084392,0.00021273592,0.0000070505967,0.004904155,0.000057035457,1.3677677e-9,0.000013704323,0.5330577,0.00023227089],"about_ca_topic_score_codex":0.0003106179,"about_ca_topic_score_gemma":0.0014443616,"teacher_disagreement_score":0.5317374,"about_ca_system_score_codex":0.0058051613,"about_ca_system_score_gemma":0.017252317,"threshold_uncertainty_score":0.9996469},"labels":[],"label_agreement":null},{"id":"W188969448","doi":"","title":"Athapaskan Matriliny and Trade in Canada and Alaska","year":2017,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Political science","score_opus":0.01556163517879469,"score_gpt":0.20381687078365243,"score_spread":0.18825523560485774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W188969448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0078598065,0.00035929173,0.0000042403053,0.00043410357,0.00017703895,0.00022749258,0.000039091872,0.000015883885,0.99088305],"genre_scores_gemma":[0.012544617,0.0008884987,0.000028394506,0.000095406904,0.00015422612,3.418289e-7,0.000010195786,0.000013033376,0.9862653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998952,0.00008479303,0.00014174971,0.000366951,0.00016269102,0.00029182766],"domain_scores_gemma":[0.9993675,0.00007439884,0.00016401194,0.00017826234,0.000017644683,0.00019818198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014606866,0.0001938191,0.00031134655,0.00009259051,0.00041602887,0.00009579723,0.00032066947,0.00023752869,0.009023837],"category_scores_gemma":[0.000013471578,0.00023836529,0.00003958042,0.00005554752,0.0002675201,0.00028844556,0.00010717339,0.00025253659,0.0000062835716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001291004,0.000048986774,0.2506564,0.0004984175,0.00023395401,0.00077538047,0.051569458,0.000014285588,0.0000020705875,0.029273894,0.14657688,0.5202212],"study_design_scores_gemma":[0.00034428932,0.000011988494,0.009878963,0.00006984852,0.000034450528,0.0000014708654,0.004597362,0.00000949463,6.537942e-7,0.0005384497,0.9842513,0.00026173602],"about_ca_topic_score_codex":0.8613105,"about_ca_topic_score_gemma":0.99910605,"teacher_disagreement_score":0.83767444,"about_ca_system_score_codex":0.00086708716,"about_ca_system_score_gemma":0.0023994858,"threshold_uncertainty_score":0.991882},"labels":[],"label_agreement":null},{"id":"W19708654","doi":"","title":"THE PERCEPTUAL COMPLETION PROCESS: EVIDENCE FROM 8-YEAR-OLDS, 11-YEAR-OLDS, AND ADULTS","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Perception; Psychology; Developmental psychology; Cognitive psychology","score_opus":0.022680311877003326,"score_gpt":0.24161916275117698,"score_spread":0.21893885087417364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W19708654","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56563514,0.0013686485,0.00003751467,0.00037426277,0.0029117262,0.0006857228,0.00013511672,0.00012616786,0.4287257],"genre_scores_gemma":[0.28501436,0.001095379,0.000089832334,0.00015272791,0.00053787313,0.0000046212144,0.00067578367,0.00005174305,0.71237767],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817115,0.00014452527,0.00026756467,0.0007139568,0.0003293035,0.00037350308],"domain_scores_gemma":[0.9991095,0.000097130345,0.00023336422,0.00024718046,0.00015859214,0.00015423476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000093991126,0.00037036755,0.00030981208,0.00008317053,0.0005050727,0.00009407235,0.00047291323,0.0003567607,0.057997476],"category_scores_gemma":[0.000014561778,0.00032237245,0.0001345602,0.00024135379,0.00012956442,0.00018671693,0.000067671455,0.0003999325,0.0004858317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009334102,0.0007913164,0.13760473,0.00076045044,0.0009247569,0.0001403606,0.0718757,0.0000016497359,0.00010571842,0.022787627,0.04916408,0.70650953],"study_design_scores_gemma":[0.001459418,0.00010124654,0.64438486,0.0018024528,0.00014443365,0.0000030636365,0.053313836,0.0000030663803,0.000012899706,0.0006621207,0.29752934,0.00058328424],"about_ca_topic_score_codex":0.0011158632,"about_ca_topic_score_gemma":0.0047253827,"teacher_disagreement_score":0.70592624,"about_ca_system_score_codex":0.0000716683,"about_ca_system_score_gemma":0.00008926819,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W197743240","doi":"","title":"Mobility And Health In Beasley Neighbourhood","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Gerontology; Sociology; Economic geography; Geography; Medicine; Mathematics","score_opus":0.01627122176009873,"score_gpt":0.20030360985957119,"score_spread":0.18403238809947245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W197743240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23136126,0.001463175,0.0000014826882,0.001243183,0.00023780245,0.0006945807,0.00012809275,0.000106716754,0.7647637],"genre_scores_gemma":[0.3996526,0.001173451,0.000053392854,0.0003946483,0.00019087543,0.00000203622,0.0009324704,0.0000032880778,0.59759724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876493,0.0000867778,0.0001983353,0.00049011956,0.00013494492,0.00032487672],"domain_scores_gemma":[0.99956656,0.00003452029,0.00015530706,0.00005403164,0.000036567715,0.00015304545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095415315,0.00025694477,0.0003490725,0.000023815339,0.00016514778,0.000038840673,0.0002383947,0.00029164593,0.03722565],"category_scores_gemma":[0.0000019564382,0.00011715134,0.00009416668,0.0005080519,0.000026636171,0.00014073937,0.00005445612,0.0003188534,0.000029535164],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058728685,0.00013871501,0.0072589577,0.000042770047,0.0000173004,0.000019575315,0.00037556243,0.000001247369,0.00025547887,0.0004569152,0.00055860326,0.9908161],"study_design_scores_gemma":[0.00034306524,0.00020181105,0.673478,0.000099867044,0.000021619768,0.000003481683,0.0052362597,0.000013769051,0.000013305682,0.00012504801,0.3200836,0.00038017743],"about_ca_topic_score_codex":0.001754329,"about_ca_topic_score_gemma":0.045753144,"teacher_disagreement_score":0.99043596,"about_ca_system_score_codex":0.0001167739,"about_ca_system_score_gemma":0.000014047213,"threshold_uncertainty_score":0.97165936},"labels":[],"label_agreement":null},{"id":"W1982861686","doi":"","title":"Agenda: Graduate Council, January 22, 2013","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Government of Ontario; China Scholarship Council; McMaster University","keywords":"Political science","score_opus":0.05057804705358458,"score_gpt":0.24352416375839198,"score_spread":0.19294611670480738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982861686","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01966526,0.000045824767,0.000098794044,0.0033713279,0.0008391214,0.00016971564,0.000015131626,0.00010651914,0.9756883],"genre_scores_gemma":[0.18647107,0.000092140675,0.00040203458,0.00017333338,0.00032958214,5.230426e-7,0.0000028792256,0.000009373985,0.8125191],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881685,0.00007614553,0.000088477114,0.00023388687,0.00045056664,0.00033407632],"domain_scores_gemma":[0.9993408,0.000049377137,0.00005662057,0.0001686436,0.00024394593,0.00014061105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023065892,0.00011747957,0.00012675846,0.000043491324,0.0010557976,0.000065537926,0.00026904844,0.000110717076,0.06114317],"category_scores_gemma":[0.00003336233,0.000116250674,0.000099555145,0.0004459357,0.000426024,0.0003338762,0.00012389431,0.00025303094,0.00030350912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007910145,0.0001910748,0.004506829,0.000027895125,0.00019176626,0.0003566905,0.023893341,0.000045916273,0.00062317326,0.17686826,0.5268438,0.26637217],"study_design_scores_gemma":[0.00029969044,0.000017124106,0.0018428867,0.0000050752847,0.000031923315,0.0000015564838,0.0066661844,0.00002452175,0.00001226507,0.0002696393,0.9906675,0.00016158512],"about_ca_topic_score_codex":0.006763856,"about_ca_topic_score_gemma":0.051900074,"teacher_disagreement_score":0.46382377,"about_ca_system_score_codex":0.00017720337,"about_ca_system_score_gemma":0.00030409667,"threshold_uncertainty_score":0.9998502},"labels":[],"label_agreement":null},{"id":"W1986041809","doi":"","title":"The Relationship between Physician Labour Supply, Service Volume and Service Intensity","year":2004,"lang":"en","type":"preprint","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Variation (astronomy); Graduation (instrument); Service (business); Medicine; Regional variation; Demography; Sample (material); Family medicine; Business; Marketing","score_opus":0.05770300667286123,"score_gpt":0.22952435634445256,"score_spread":0.17182134967159132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986041809","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2179265,0.001483946,0.0046383217,0.20116656,0.0014370664,0.0019548228,0.0019325991,0.000348527,0.56911165],"genre_scores_gemma":[0.8757545,0.0001614646,0.00026828094,0.0053075845,0.00030136068,0.0000040061245,0.000086099215,0.000044566685,0.11807218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983026,0.00006743408,0.00041510936,0.00068614265,0.00006479904,0.00046391258],"domain_scores_gemma":[0.99848825,0.00013791013,0.00044213168,0.0006282685,0.000119017466,0.00018444788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003499303,0.00031890426,0.000502475,0.000180357,0.00051802455,0.00020785732,0.000693549,0.00033247628,0.0014154249],"category_scores_gemma":[0.000040363477,0.00036813135,0.00010993826,0.00058332836,0.000073052,0.00022005546,0.0015206354,0.0007969751,0.0005827893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055226723,0.000044851953,0.3241165,0.0010812164,0.00025137403,0.000022113129,0.0018693699,0.00045919805,1.8218378e-7,0.6502104,0.00076786696,0.021121694],"study_design_scores_gemma":[0.0004009001,0.00001916724,0.33672065,0.000115300216,0.00003446556,7.226749e-7,0.00066433335,0.00021068883,0.0000010027826,0.070426695,0.59107447,0.00033160544],"about_ca_topic_score_codex":0.025333384,"about_ca_topic_score_gemma":0.008671206,"teacher_disagreement_score":0.657828,"about_ca_system_score_codex":0.0004483358,"about_ca_system_score_gemma":0.00009465781,"threshold_uncertainty_score":0.99987704},"labels":[],"label_agreement":null},{"id":"W2023156601","doi":"10.5555/2820126.2820139","title":"A methodology for the simplification of tabular designs in model-based development","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Automotive industry; Code refactoring; Software engineering; Traceability; Readability; Programming language; Software; Engineering","score_opus":0.18123033687229742,"score_gpt":0.30929783022177126,"score_spread":0.12806749334947384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023156601","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019451771,0.00004449872,0.9956762,0.0005630508,0.000019976345,0.00022598806,0.0000010919338,0.000023616516,0.0015004094],"genre_scores_gemma":[0.38291138,0.0000047694025,0.60927063,0.00009744047,0.000008264525,0.0000075569073,0.000003173877,0.0000067455553,0.0076900194],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898666,0.00024330347,0.0001508893,0.00024631317,0.00018767672,0.00018518555],"domain_scores_gemma":[0.9987089,0.0006499196,0.000064801716,0.00032538394,0.00018590079,0.0000651126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010259972,0.00007544962,0.00014900554,0.00014666546,0.00006188657,0.000021836318,0.0008273411,0.00005761763,0.00015153353],"category_scores_gemma":[0.0001556107,0.000062443476,0.00005875523,0.0007564307,0.00006568475,0.00014365793,0.00014834899,0.00007729162,0.000004222383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013927069,0.00014597333,0.0042636385,0.000049783874,0.000052289906,0.000005308768,0.0017044605,0.25902554,0.00055227324,0.01699414,0.00014139428,0.7169259],"study_design_scores_gemma":[0.0007969938,0.000056908175,0.00039785163,0.000010789061,0.000013823317,2.9465673e-7,0.00046598827,0.9525619,0.0042088735,0.0022809268,0.039101902,0.000103711915],"about_ca_topic_score_codex":0.000051023017,"about_ca_topic_score_gemma":0.00013673255,"teacher_disagreement_score":0.7168222,"about_ca_system_score_codex":0.00013066175,"about_ca_system_score_gemma":0.00040305094,"threshold_uncertainty_score":0.2546371},"labels":[],"label_agreement":null},{"id":"W2063170794","doi":"","title":"Evaluation of Yttrium-Doped SrTiO₃ as a Solid Oxide Fuel Cell Anode","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Yttrium; Anode; Solid oxide fuel cell; Fuel cells; Doping; Materials science; Oxide; Chemical engineering; Nanotechnology; Inorganic chemistry; Optoelectronics; Chemistry; Metallurgy; Engineering; Physical chemistry; Electrode","score_opus":0.02072886514339517,"score_gpt":0.26581935162152204,"score_spread":0.24509048647812687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063170794","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28325352,0.0005782539,0.00009272717,0.0000062342287,0.0006456942,0.0007372604,0.000082890285,0.00008402242,0.7145194],"genre_scores_gemma":[0.25786203,0.00029093106,0.0018634943,0.000055837427,0.00009631148,0.000007768721,0.0003499398,0.000097396376,0.7393763],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9956289,0.00052477076,0.0006154721,0.00091614824,0.0017458466,0.0005688846],"domain_scores_gemma":[0.99737585,0.00007939004,0.0008634568,0.00071219186,0.00079631596,0.00017281687],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072071963,0.0005529971,0.0006748905,0.00033488247,0.00015099812,0.00007367978,0.00096690457,0.0004425279,0.35708073],"category_scores_gemma":[0.0000617244,0.00065299345,0.00023149693,0.0006291703,0.000122102,0.00059746346,0.00012899158,0.00031626297,0.0015643353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038876527,0.0010911425,0.00014452066,0.0026540703,0.00032148417,0.00022036037,0.0053024623,0.018474609,0.82793725,0.0003592792,0.0022130625,0.13739413],"study_design_scores_gemma":[0.0049285223,0.00032029065,0.00033113203,0.0005424934,0.0021651895,0.000007564183,0.008950064,0.00086180796,0.7588928,0.0016949165,0.21983634,0.0014689068],"about_ca_topic_score_codex":0.00021259589,"about_ca_topic_score_gemma":0.00045686937,"teacher_disagreement_score":0.35551637,"about_ca_system_score_codex":0.00064435275,"about_ca_system_score_gemma":0.0007622305,"threshold_uncertainty_score":0.9995921},"labels":[],"label_agreement":null},{"id":"W209239398","doi":"","title":"Paleoenvironmental analysis using thecamoebians and foraminifera in Mexican anchialine caves: a focus on Aktun Ha (Carwash) Mexico","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Geographic Society; Natural Sciences and Engineering Research Council of Canada; Cushman Foundation for Foraminiferal Research","keywords":"Foraminifera; Cave; Oceanography; Geology; Focus (optics); Paleontology; Archaeology; Geography; Benthic zone","score_opus":0.016878167664081022,"score_gpt":0.21761381544874933,"score_spread":0.20073564778466832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W209239398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82942134,0.00034523796,0.000014005324,0.000052794432,0.000108341264,0.0002413836,0.00013210542,0.000019053103,0.16966571],"genre_scores_gemma":[0.94371676,0.00042283392,0.00018747158,0.00005581934,0.000031886568,3.377909e-7,0.000964245,0.000009450612,0.05461121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795896,0.00031699895,0.00025091166,0.0006749012,0.00026538444,0.00053285284],"domain_scores_gemma":[0.9992335,0.00015697397,0.00016040858,0.00024678264,0.000018720159,0.00018363984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001241771,0.00036172787,0.00060932484,0.00075484725,0.00031150755,0.00003257904,0.00032973537,0.000421665,0.035309784],"category_scores_gemma":[0.0000103702005,0.0003656262,0.00017423705,0.0008894254,0.00026236934,0.00015535131,0.000026425574,0.0005908593,0.00006374488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049422355,0.00004714704,0.9817775,0.00003313514,0.00033043342,0.0007851306,0.00091329735,0.0017665504,0.0000039110237,0.00003159664,0.0000115888915,0.013805485],"study_design_scores_gemma":[0.0009952496,0.00023368772,0.98441285,0.00005858162,0.0004558221,0.0000462931,0.005838593,0.0051325387,0.00005025069,0.00008515656,0.0022182318,0.00047271742],"about_ca_topic_score_codex":0.0020905433,"about_ca_topic_score_gemma":0.20073804,"teacher_disagreement_score":0.1986475,"about_ca_system_score_codex":0.000014764804,"about_ca_system_score_gemma":0.00007728287,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W2096922850","doi":"","title":"GENERATION OF IMMUNE RESPONSES IN EXPERIMENTAL ALLERGIC AIRWAY INFLAMMATION","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Immune system; Inflammation; Airway; Immunology; Medicine; Allergic inflammation; Anesthesia","score_opus":0.014504797438490567,"score_gpt":0.2132431536656356,"score_spread":0.19873835622714503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096922850","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5554759,0.00009278683,0.000033632445,0.000008986464,0.000106905754,0.00018466108,0.0000043352957,0.000012316506,0.4440805],"genre_scores_gemma":[0.38476115,0.000045420016,0.00037185097,0.0000054983852,0.000012972968,0.0000019134927,0.00019686927,0.00001813779,0.6145862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987206,0.00010847856,0.00034132673,0.00035229337,0.00027104348,0.00020628687],"domain_scores_gemma":[0.9995038,0.00001590399,0.00020395925,0.00020069264,0.00001276239,0.000062861254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001311145,0.00021683353,0.00024230363,0.00015152559,0.00009223502,0.000013069418,0.00023521407,0.00022419315,0.27548224],"category_scores_gemma":[0.000007582565,0.00024348484,0.000103390346,0.00046914368,0.000060015427,0.00022908032,0.000033119515,0.00016676108,0.000075767544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011587333,0.00064937863,0.009249767,0.00016527588,0.000047265767,0.00016367696,0.0048826234,0.0076306835,0.78638124,0.00072809047,0.00078944664,0.18815383],"study_design_scores_gemma":[0.0035771378,0.0004808126,0.03809384,0.00042119366,0.0001170139,0.0000070320843,0.011733406,0.0031166782,0.621183,0.00003742326,0.31969973,0.0015327345],"about_ca_topic_score_codex":0.00053988333,"about_ca_topic_score_gemma":0.0014153359,"teacher_disagreement_score":0.31891027,"about_ca_system_score_codex":0.00023191413,"about_ca_system_score_gemma":0.000041596853,"threshold_uncertainty_score":0.99290234},"labels":[],"label_agreement":null},{"id":"W2098084843","doi":"","title":"Simplification Infrastructure for an Implementation of the Chiron Logic","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Flexibility (engineering); Computer science; Software engineering; Set (abstract data type); Block (permutation group theory); Automated theorem proving; Programming language; Mathematics","score_opus":0.016244220025463597,"score_gpt":0.24949647463650712,"score_spread":0.2332522546110435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098084843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05825527,0.00016579004,0.5614839,0.0003546969,0.008642706,0.0066379933,0.000097184384,0.0005053494,0.36385712],"genre_scores_gemma":[0.88844883,0.000007982596,0.0043303897,0.00006360356,0.00017880257,0.000010026644,0.00043891088,0.000030543924,0.10649089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988385,0.00008350564,0.00022435063,0.00042461103,0.00021739268,0.00021162811],"domain_scores_gemma":[0.9986396,0.000024454086,0.0005331844,0.0005612279,0.00018451024,0.000057047757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011432967,0.00020937108,0.00021195466,0.00009929955,0.0002025451,0.00009517697,0.0012835799,0.00030355522,0.0012678824],"category_scores_gemma":[0.000007269483,0.00016876975,0.00014557125,0.00036399675,0.000033709355,0.0003707251,0.00008806189,0.00022653426,0.000004413116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029586789,0.000034357457,0.0010220578,0.000184922,0.00004021146,8.3043534e-7,0.0024079436,0.000023000124,0.0028189705,0.23982015,0.00030519412,0.75331277],"study_design_scores_gemma":[0.0023442216,0.00074650726,0.059094734,0.00003569604,0.0002786405,0.000009211039,0.015535397,0.0014466123,0.015828285,0.04869494,0.8549314,0.0010543532],"about_ca_topic_score_codex":0.00019385343,"about_ca_topic_score_gemma":0.00345799,"teacher_disagreement_score":0.85462624,"about_ca_system_score_codex":0.000065324304,"about_ca_system_score_gemma":0.00014989267,"threshold_uncertainty_score":0.9996451},"labels":[],"label_agreement":null},{"id":"W2099754629","doi":"","title":"The influences of local environmental factors on settlement and agriculture in Saltfleet Township, Ontario, 1790--1890","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Settlement (finance); Agriculture; Geography; Environmental planning; Agricultural economics; Regional science; Business; Archaeology; Economics","score_opus":0.006051745720914687,"score_gpt":0.16779613050378805,"score_spread":0.16174438478287337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099754629","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7511978,0.00016242587,0.0000041331223,0.000035411773,0.00011741144,0.00025790924,0.00004040585,0.000009001643,0.24817547],"genre_scores_gemma":[0.47488594,0.00028728857,0.000021615971,0.00005343291,0.000011514541,0.0000018407957,0.00017247834,0.000015785874,0.52455014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851906,0.00007824635,0.00022166684,0.00045449185,0.00044120997,0.00028533456],"domain_scores_gemma":[0.9994207,0.000055969354,0.00023800222,0.00016994115,0.000001532559,0.00011382757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053480395,0.00032944282,0.0002627352,0.00005136286,0.0002182491,0.00000936261,0.0003563354,0.00018854433,0.034524977],"category_scores_gemma":[0.0000012080919,0.00023585737,0.00009738395,0.00016368243,0.0011984459,0.00012842297,0.00015359119,0.00037189518,0.00004800928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012532067,0.0008512215,0.59300125,0.000074016134,0.00023103289,0.00024937702,0.017968783,0.004098308,0.0023048793,0.00025747073,0.005819435,0.373891],"study_design_scores_gemma":[0.00035340793,0.00017390409,0.49083534,0.000057558387,0.000042483938,0.0000025941793,0.04130216,0.0000036137042,0.00028498078,0.00003412991,0.46660843,0.00030140165],"about_ca_topic_score_codex":0.008748846,"about_ca_topic_score_gemma":0.09970699,"teacher_disagreement_score":0.460789,"about_ca_system_score_codex":0.0013612806,"about_ca_system_score_gemma":0.000021332693,"threshold_uncertainty_score":0.99785197},"labels":[],"label_agreement":null},{"id":"W2103852172","doi":"","title":"BROADLY TUNABLE ULTRASHORT PULSE GENERATION WITH MODE-LOCKED SEMICONDUCTOR LASERS","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Ultrashort pulse; Optoelectronics; Laser; Ti:sapphire laser; Materials science; Semiconductor laser theory; Semiconductor; Ultrashort pulse laser; Pulse (music); Femtosecond pulse shaping; Mode (computer interface); Bandwidth-limited pulse; Optics; Tunable laser; Physics; Computer science","score_opus":0.007906613184681376,"score_gpt":0.17985089842696966,"score_spread":0.17194428524228828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103852172","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4769784,0.00051219703,0.011715436,0.000027631122,0.0014416148,0.000773729,0.000109986475,0.0020303852,0.50641066],"genre_scores_gemma":[0.6730517,0.00012333675,0.0011199622,0.000020690542,0.00018167571,0.000007097273,0.0015701671,0.00017127908,0.32375407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988592,0.000022324539,0.00019275461,0.0003928375,0.00017492303,0.0003579227],"domain_scores_gemma":[0.9994373,0.000015611859,0.00006852767,0.0002652709,0.00008574411,0.00012759375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030157089,0.00040871513,0.00032022136,0.000253535,0.00011638402,0.00004344751,0.00026813545,0.0004367176,0.008414268],"category_scores_gemma":[0.000004250801,0.00046793552,0.00007980656,0.00050017843,0.000028466782,0.00037029118,0.000011247448,0.00046470348,0.00008465453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019984838,0.00008120726,0.00040469292,0.0006583537,0.00071661134,0.00025210108,0.0016835262,0.8840439,0.059790116,0.0010555282,0.0020061808,0.049107984],"study_design_scores_gemma":[0.009253292,0.0004953321,0.0051471223,0.0012829402,0.002001651,0.00020105,0.0097397845,0.077648886,0.3113617,0.000111309295,0.57581085,0.006946046],"about_ca_topic_score_codex":0.00007577335,"about_ca_topic_score_gemma":0.0007607906,"teacher_disagreement_score":0.80639493,"about_ca_system_score_codex":0.00038476297,"about_ca_system_score_gemma":0.000109774,"threshold_uncertainty_score":0.99977726},"labels":[],"label_agreement":null},{"id":"W2105451588","doi":"","title":"ECOHYDROLOGICAL RESPONSE TO PEATLAND DRAINAGE AND WILDFIRE","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Sphagnum; Moss; Drainage; Environmental science; Hydrology (agriculture); Water table; Geography; Physical geography; Forestry; Ecology; Geology; Archaeology; Geotechnical engineering; Biology; Groundwater","score_opus":0.00768944736828592,"score_gpt":0.19796482760529105,"score_spread":0.19027538023700513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105451588","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5443731,0.00002886711,0.000011939175,0.00015589768,0.000121134566,0.00017683116,0.000010323494,0.000034851473,0.45508707],"genre_scores_gemma":[0.49565214,0.000012299694,0.00011213586,0.00013825162,0.00004415622,0.0000016201253,0.000088453344,0.000017611235,0.50393337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850935,0.000173457,0.00013935521,0.0005387445,0.000174429,0.00046464044],"domain_scores_gemma":[0.99927783,0.0000826981,0.00008999713,0.00021553619,0.0000048978086,0.00032906633],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018607415,0.00029808868,0.00031360463,0.00010355129,0.0002057624,0.000037449732,0.00031821054,0.0003788601,0.11517488],"category_scores_gemma":[0.000022322607,0.00028306356,0.00007450366,0.0002745501,0.0000833314,0.00016857116,0.00026154428,0.00025160244,0.00053723203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012460379,0.00036792038,0.45445287,0.000093626506,0.00018646511,0.0012707309,0.006333726,0.000104366154,0.010436824,0.00028528928,0.015853744,0.49815407],"study_design_scores_gemma":[0.00051248976,0.00022002058,0.40188754,0.000016571956,0.00006166129,0.000013352673,0.00039216707,0.000020590767,0.000030587762,0.00005408615,0.5964822,0.00030872738],"about_ca_topic_score_codex":0.00022305742,"about_ca_topic_score_gemma":0.0032000428,"teacher_disagreement_score":0.58062845,"about_ca_system_score_codex":0.00017034491,"about_ca_system_score_gemma":0.000014610861,"threshold_uncertainty_score":0.99996215},"labels":[],"label_agreement":null},{"id":"W2106222297","doi":"","title":"CANADIAN IMMIGRATION POLICY AND PRACTICE: SOME SOCIOLOGICAL IMPLICATIONS","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; Immigration policy; Sociological theory; Political science; Social science; Public administration; Law","score_opus":0.021359936086867516,"score_gpt":0.28144303435319284,"score_spread":0.2600830982663253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106222297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051939436,0.00010432172,0.000046717967,0.004786337,0.0001802675,0.00032281442,0.00007265672,0.00007396382,0.98921895],"genre_scores_gemma":[0.029938325,0.0015419037,0.00032563432,0.00073960697,0.0003021136,0.000002891847,0.00047829322,0.000019300307,0.9666519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873966,0.00031153575,0.00014406144,0.0003234849,0.0001484471,0.00033279462],"domain_scores_gemma":[0.9989613,0.00012369538,0.00018852307,0.00014281132,0.00022819063,0.0003554741],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020468564,0.00017590298,0.00017341616,0.0002832139,0.00083090103,0.0001096101,0.00026787582,0.0005388198,0.018544964],"category_scores_gemma":[0.00022075081,0.00020103487,0.00006685812,0.00046156035,0.00013102136,0.00053819845,0.000020143852,0.00026636285,0.00006942621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041677988,0.000030461715,0.000575248,0.000014806882,0.000047332604,0.000008064487,0.028695567,0.0000013487571,0.00003235189,0.88998795,0.0015152984,0.07904992],"study_design_scores_gemma":[0.00013966336,0.000025323212,0.0035713168,0.000014957283,0.000075819924,0.0000013081893,0.060998127,0.000009305563,0.0000019062784,0.0029131968,0.932005,0.0002440661],"about_ca_topic_score_codex":0.36605126,"about_ca_topic_score_gemma":0.95718867,"teacher_disagreement_score":0.9304897,"about_ca_system_score_codex":0.0006436216,"about_ca_system_score_gemma":0.0018680874,"threshold_uncertainty_score":0.9823522},"labels":[],"label_agreement":null},{"id":"W2106276464","doi":"","title":"The Meaning of Spirituality to Person with Schizophrenia: A Hermeneutic Inquiry","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Meaning (existential); Schizophrenia (object-oriented programming); Psychology; Psychotherapist; Hermeneutics; Epistemology; Psychoanalysis; Philosophy; Medicine; Psychiatry; Alternative medicine","score_opus":0.0336340896658095,"score_gpt":0.2926078492789265,"score_spread":0.258973759613117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106276464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.124924324,0.00023887654,0.000034577075,0.0015894893,0.00067863293,0.0005009618,0.0000074558643,0.00007032653,0.87195534],"genre_scores_gemma":[0.31821182,0.00027213708,0.0005527241,0.00082088273,0.00059864717,0.0000038489984,0.00005651615,0.00005626518,0.67942715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976636,0.0005274742,0.00024420142,0.0005115034,0.0005434394,0.0005097805],"domain_scores_gemma":[0.9987167,0.00013794548,0.00031138083,0.00037550577,0.00025211382,0.00020633527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047955048,0.0002895866,0.00041017786,0.00015744749,0.0008682965,0.00009925244,0.00081204274,0.00039433708,0.002546811],"category_scores_gemma":[0.00004618275,0.00024852937,0.00016514542,0.00089182076,0.00035157774,0.00015469865,0.000029270295,0.00036922228,0.000037003934],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004889129,0.00025327987,0.0029943336,0.00024522684,0.00044348478,0.00012356346,0.2523189,0.000044558175,0.00017975351,0.084976986,0.0119439075,0.6415869],"study_design_scores_gemma":[0.0015451906,0.00058838725,0.021041779,0.0005037093,0.00032391993,0.0000032776727,0.42382175,0.0000019272734,0.0001183176,0.0016546034,0.5496073,0.0007898255],"about_ca_topic_score_codex":0.0048812656,"about_ca_topic_score_gemma":0.16300476,"teacher_disagreement_score":0.6407971,"about_ca_system_score_codex":0.00018589056,"about_ca_system_score_gemma":0.000367124,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W2113129671","doi":"","title":"Caregiver-teen Conflict & the CAS: A Beneficial Relationship?","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology","score_opus":0.026322346840780993,"score_gpt":0.25458174382646365,"score_spread":0.22825939698568265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113129671","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071554594,0.0007450172,0.000024426876,0.000121238765,0.0015931586,0.00047433228,0.00006747501,0.00009527332,0.9253245],"genre_scores_gemma":[0.10603542,0.00003354089,0.000016611952,0.0001593595,0.00021722335,0.0000034120512,0.0003231816,0.00006154055,0.89314973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982192,0.00025249846,0.00024357652,0.00061140565,0.00025546644,0.0004178783],"domain_scores_gemma":[0.99875826,0.0001857955,0.00025950302,0.00057859404,0.00010831659,0.00010952178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000089110705,0.00040259806,0.0003485417,0.00019665492,0.00045731265,0.00007139994,0.000586197,0.00057848997,0.20546341],"category_scores_gemma":[0.000013282436,0.00037317112,0.00028839658,0.0005769273,0.00007609047,0.00011784036,0.00003663763,0.0007827693,0.0013103666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020806899,0.00059508433,0.020277122,0.00025856352,0.002443154,0.0017743955,0.12397987,0.00006672734,0.000029238086,0.29229295,0.07101113,0.48519108],"study_design_scores_gemma":[0.0012836357,0.00006870025,0.033648804,0.00007335351,0.00045026984,0.000019449686,0.035827305,0.0000017096982,0.000021838701,0.000118368574,0.928045,0.00044160633],"about_ca_topic_score_codex":0.0008220541,"about_ca_topic_score_gemma":0.0068880063,"teacher_disagreement_score":0.85703385,"about_ca_system_score_codex":0.00015091221,"about_ca_system_score_gemma":0.00011148287,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W2113623399","doi":"","title":"\"Ticky Box\" Practice: Client Centred versus Document Centred Social Work","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Hamilton Health Sciences","keywords":"Documentation; Mental health; Health care; Social work; Payment; Nursing; Public relations; Psychology; Medicine; Political science; Business; Psychiatry","score_opus":0.05521464331346691,"score_gpt":0.3384351184034027,"score_spread":0.28322047508993575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113623399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002111597,0.0004768163,0.00002248764,0.0142873395,0.0039503695,0.0006574563,0.000016828119,0.00022049632,0.9782566],"genre_scores_gemma":[0.06536089,0.0007546756,0.00044948762,0.0005849417,0.0010910501,0.000002621362,0.00043175364,0.00006455548,0.93126005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637073,0.0005564258,0.00043084627,0.00063112396,0.0011134195,0.00089746306],"domain_scores_gemma":[0.9978981,0.00031335646,0.0005848891,0.00022270091,0.00064580084,0.00033513855],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035580093,0.0003826606,0.00039847128,0.0002977735,0.0014146675,0.00019040766,0.00058002875,0.00085951056,0.06836079],"category_scores_gemma":[0.00019195322,0.0004787496,0.00021210853,0.0017717327,0.00015369496,0.0004519182,0.00007166075,0.0007066795,0.00037564032],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004715879,0.00025927354,0.00006425638,0.00012560417,0.00029358562,0.00019779796,0.07338959,0.0000020266154,0.0000031386955,0.12699948,0.013249737,0.7806996],"study_design_scores_gemma":[0.0011889684,0.00004818001,0.00013237058,0.00006966855,0.00010022129,1.7552152e-7,0.3031495,5.36935e-7,0.000010930284,0.000051988314,0.69492555,0.0003219093],"about_ca_topic_score_codex":0.00071311754,"about_ca_topic_score_gemma":0.0142734265,"teacher_disagreement_score":0.78037775,"about_ca_system_score_codex":0.0015110759,"about_ca_system_score_gemma":0.0008276386,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W2116441444","doi":"","title":"On The Practice of B-ing Earley","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","score_opus":0.012495973227861154,"score_gpt":0.23890579344620244,"score_spread":0.22640982021834127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116441444","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073869905,0.00010235922,0.07209414,0.00016935416,0.0006192833,0.00019935521,0.0000100057005,0.000066586836,0.92600024],"genre_scores_gemma":[0.013860918,0.00010656603,0.028692875,0.0006217896,0.00015490617,0.0000010113876,0.0001165983,0.000047012425,0.9563983],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998616,0.00012498259,0.00018049697,0.0004033688,0.00044960988,0.00022558605],"domain_scores_gemma":[0.9982034,0.00051695836,0.00037502858,0.0006589377,0.00018009452,0.00006559258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024432878,0.00021094349,0.00020449508,0.00016497463,0.00018713124,0.00009122328,0.0015338884,0.00018490702,0.0055138106],"category_scores_gemma":[0.00007329609,0.00016710274,0.00010544561,0.00060442684,0.000030447889,0.000602482,0.00026631847,0.0004105394,0.00007223014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021051831,0.00012296755,0.000010275077,0.00006424948,0.00008688205,0.0001649027,0.0013071529,0.000076965116,0.00019487858,0.18321908,0.0036210455,0.8109211],"study_design_scores_gemma":[0.00038914374,0.00015776602,0.00019116708,0.00038855808,0.000062295876,0.0000060146344,0.00330313,0.0026360122,0.0018638048,0.0005732824,0.99008846,0.0003403555],"about_ca_topic_score_codex":0.00014906019,"about_ca_topic_score_gemma":0.00005660862,"teacher_disagreement_score":0.9864674,"about_ca_system_score_codex":0.00006263152,"about_ca_system_score_gemma":0.00008799107,"threshold_uncertainty_score":0.9953953},"labels":[],"label_agreement":null},{"id":"W2117922538","doi":"","title":"Acquired Brain Injury (ABI) and Employment: Making the Case for an ABI Survivor Community Economic Development","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Psychology; Traumatic brain injury; Medicine; Psychiatry; Neuroscience; Rehabilitation","score_opus":0.024571023079839577,"score_gpt":0.272865102261785,"score_spread":0.24829407918194543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117922538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460045,0.00011842092,0.00015229647,0.00023933734,0.0009980786,0.001318443,0.000081575876,0.00007606335,0.051011294],"genre_scores_gemma":[0.86738133,0.00003029351,0.0009826588,0.00028680306,0.0002733632,0.000016228549,0.0016000827,0.000095928146,0.12933329],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988796,0.00020005753,0.0002388009,0.0003138634,0.000110096975,0.00025759367],"domain_scores_gemma":[0.99911255,0.00016238494,0.00019830409,0.00031987645,0.00008423194,0.00012267915],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002805621,0.00029569122,0.0003716842,0.00016100069,0.0007406083,0.00007739963,0.00017510932,0.000255635,0.0011079814],"category_scores_gemma":[0.000019711566,0.00026711432,0.00014137458,0.00012794427,0.000082825805,0.0001930005,0.00007703566,0.00027806874,0.000009993845],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046106265,0.0002827179,0.0043906514,0.001760324,0.0010296293,0.0005812432,0.033962525,0.00009238085,0.0004853641,0.0014021796,0.002284211,0.94911814],"study_design_scores_gemma":[0.008011479,0.0007361659,0.04804328,0.0014241722,0.0014444671,0.00018712028,0.13097633,0.00020560437,0.00093288353,0.00038535648,0.8062773,0.0013758477],"about_ca_topic_score_codex":0.001058814,"about_ca_topic_score_gemma":0.028950665,"teacher_disagreement_score":0.9477423,"about_ca_system_score_codex":0.0005064947,"about_ca_system_score_gemma":0.000378971,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W2122351423","doi":"","title":"THE SPINAL CORD INJURY ACTIVE LIVING GUIDE: USEFUL AND DESIRED CONTENT TO ENCOURAGE A HEALTHY AND ACTIVE LIFESTYLE","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Vignette; Spinal cord injury; Psychology; Cognition; Population; Physical activity; Active living; Gerontology; Medicine; Physical therapy; Social psychology; Spinal cord; Psychiatry; Environmental health","score_opus":0.060199495205471874,"score_gpt":0.3487794025037387,"score_spread":0.2885799072982668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122351423","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.907579,0.0003999852,0.00004326803,0.0004003471,0.0016951932,0.0010362938,0.0001329768,0.00006165372,0.08865127],"genre_scores_gemma":[0.4006754,0.00019236222,0.0001299925,0.00037876566,0.0001428041,0.000025140575,0.00004747425,0.00005660555,0.5983515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805087,0.0002749568,0.00033379925,0.00062899996,0.00017529982,0.0005360967],"domain_scores_gemma":[0.9985293,0.00014078648,0.00033721753,0.00032792968,0.00020934995,0.00045540984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017379847,0.00035059592,0.00036982135,0.00020429654,0.0006817091,0.00009365602,0.00032632903,0.00046530605,0.008473757],"category_scores_gemma":[0.00005148261,0.00032777598,0.000121634956,0.00027509077,0.00012567783,0.00020817865,0.00013350781,0.0009051269,0.00006352459],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008780282,0.0001363381,0.0019809674,0.00008240677,0.000098207725,0.000049353268,0.002314695,2.2147615e-8,0.00014058332,0.00070588925,0.0014348261,0.9842764],"study_design_scores_gemma":[0.0010605466,0.004928463,0.4152249,0.00076858484,0.00026143232,0.000026556892,0.060952514,0.000002614634,0.00013872924,0.000028692359,0.5160198,0.0005871227],"about_ca_topic_score_codex":0.0020943047,"about_ca_topic_score_gemma":0.016653085,"teacher_disagreement_score":0.9836893,"about_ca_system_score_codex":0.00018459673,"about_ca_system_score_gemma":0.00016212347,"threshold_uncertainty_score":0.99991745},"labels":[],"label_agreement":null},{"id":"W2122450386","doi":"","title":"From State to Community: Restructuring of Social Services and its Impact on Community-Based Partnerships A Case Study","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; State (computer science); Political science; Business; Computer science; Finance","score_opus":0.07204937945954878,"score_gpt":0.27784735042875136,"score_spread":0.20579797096920258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122450386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93955135,0.000050543713,0.0000021964338,0.000042405856,0.000110489076,0.00046398648,0.000659777,0.000041668885,0.059077576],"genre_scores_gemma":[0.9798168,0.000009666596,0.000048753678,0.00009341558,0.000048895996,0.000001915454,0.00049911253,0.000049690265,0.019431734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982295,0.0006434591,0.00046503564,0.00025274057,0.000089613844,0.00031967068],"domain_scores_gemma":[0.9984738,0.00028720568,0.00055007497,0.00043768168,0.00007968908,0.00017151934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004925065,0.00041184807,0.0008122162,0.0005687014,0.0010785187,0.00014335719,0.0006831897,0.0002417729,0.00371009],"category_scores_gemma":[0.00001638984,0.00051738526,0.00016865107,0.0005118687,0.00003453968,0.0003057009,0.00023075426,0.001316372,0.00003640251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033938533,0.0024752582,0.082291715,0.001348092,0.002216683,0.00074760977,0.82608306,0.0003973309,0.00005893435,0.0013619633,0.00015668561,0.07946881],"study_design_scores_gemma":[0.0053495076,0.001518029,0.25173804,0.00052366697,0.00024700476,0.000008020359,0.71877456,0.00018745117,0.00021784872,0.0013671686,0.018290427,0.0017782415],"about_ca_topic_score_codex":0.028971737,"about_ca_topic_score_gemma":0.08797124,"teacher_disagreement_score":0.16944633,"about_ca_system_score_codex":0.00034299813,"about_ca_system_score_gemma":0.00007250357,"threshold_uncertainty_score":0.9997278},"labels":[],"label_agreement":null},{"id":"W2126050758","doi":"","title":"\"Ta'n Teli-Ktlamsītasimk (Ways of Believing)\": Mi'kmaw Religion in Eskasoni, Nova Scotia","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Forestry; Art; Geography; Archaeology; Engineering","score_opus":0.03562696559020513,"score_gpt":0.28208592725308684,"score_spread":0.24645896166288173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126050758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10746268,0.0005766931,0.000021504713,0.0006263012,0.0017751955,0.0012923295,0.000053692977,0.00008710142,0.8881045],"genre_scores_gemma":[0.12502684,0.0012834664,0.00048894074,0.0021772927,0.0005003245,0.000009081029,0.0005519705,0.00018185009,0.86978024],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99636984,0.00032289838,0.0007946064,0.0006804653,0.00030931213,0.0015228511],"domain_scores_gemma":[0.9979364,0.00027056062,0.00081279984,0.0004635094,0.0003955062,0.00012118104],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031386895,0.0004949219,0.0009659531,0.0005327483,0.0010430155,0.000008827074,0.000575944,0.0013350821,0.09358813],"category_scores_gemma":[0.00007559684,0.00056065293,0.00023200372,0.00090983056,0.000083168954,0.00014770418,0.0002726492,0.0016491925,0.0010642223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030012964,0.0013995704,0.33886135,0.011839923,0.0013249418,0.0024066686,0.21878783,0.00024040145,0.0005226765,0.011108528,0.31507325,0.09543357],"study_design_scores_gemma":[0.0033826544,0.00053742784,0.017275896,0.0020325033,0.00030847488,0.000004705229,0.118582375,0.000039991046,0.000093101255,0.00019706834,0.8564918,0.0010540122],"about_ca_topic_score_codex":0.017891029,"about_ca_topic_score_gemma":0.4087891,"teacher_disagreement_score":0.54141855,"about_ca_system_score_codex":0.00094099296,"about_ca_system_score_gemma":0.00047209716,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W2136250291","doi":"","title":"The Impact of Mission on Firm Innovativeness","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cornerstone; Mission statement; Corporation; Statement (logic); Business; Accounting; Management; Economics; Finance; Political science; Geography","score_opus":0.013399182396119461,"score_gpt":0.20839696371836194,"score_spread":0.1949977813222425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136250291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20941237,0.00002638048,0.00007301313,0.0007091019,0.00005589328,0.00009553361,0.0000029118826,0.000039844766,0.78958493],"genre_scores_gemma":[0.9118374,0.0000032767325,0.000015232633,0.00013372253,0.00022688524,5.7425932e-8,0.0000081485705,0.000007837474,0.08776742],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995722,0.000008071635,0.00008025713,0.00011078232,0.00011141601,0.00011727147],"domain_scores_gemma":[0.99964625,0.000018961231,0.00010234509,0.0000909529,0.00013407844,0.0000073993524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004894811,0.00009570111,0.000075705444,0.00004791804,0.00023062428,0.000058464007,0.0002080169,0.00004822331,0.026821604],"category_scores_gemma":[0.000012275956,0.000062529034,0.000053864278,0.00075340644,0.000041064974,0.00042679094,0.00006675424,0.00008075331,0.00014180786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000644058,0.00032401521,0.051609,0.0000620061,0.00017375212,0.000019640662,0.00014451197,0.006116993,0.0029895762,0.26951456,0.020218419,0.64818347],"study_design_scores_gemma":[0.0005385141,0.000026675705,0.05660406,0.0000348194,0.000017216222,5.6403655e-7,0.0004751939,0.000396577,0.00047696143,0.00050865073,0.94078207,0.0001386952],"about_ca_topic_score_codex":0.00008329922,"about_ca_topic_score_gemma":0.000039119896,"teacher_disagreement_score":0.92056364,"about_ca_system_score_codex":0.000044139913,"about_ca_system_score_gemma":0.000019588448,"threshold_uncertainty_score":0.974068},"labels":[],"label_agreement":null},{"id":"W2136439873","doi":"","title":"The Politics of Possession: Augustine's Demonology in The City of God","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Augustinian Studies and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Demonology; Possession (linguistics); Politics; History; Religious studies; Political science; Art; Literature; Law; Philosophy; Linguistics","score_opus":0.018448720287127057,"score_gpt":0.21811500178266716,"score_spread":0.1996662814955401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136439873","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11072103,0.00049473374,0.000005130451,0.00033969895,0.00039117184,0.00019003628,0.000033331547,0.000012892926,0.88781196],"genre_scores_gemma":[0.45245466,0.00012327424,0.000014952581,0.000060388677,0.00012961397,6.087527e-7,0.00003108365,0.000010747904,0.5471747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893856,0.00016963876,0.00030122907,0.00018460794,0.0001398521,0.00026612225],"domain_scores_gemma":[0.99889094,0.00028982872,0.00039453394,0.00025339343,0.00014904958,0.000022234934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012241332,0.00019724052,0.00037172824,0.0000977408,0.00035405665,0.000020065047,0.0006011197,0.00016071279,0.014003927],"category_scores_gemma":[0.000027288408,0.00012699267,0.00013513501,0.000116619325,0.00044041453,0.00005555522,0.00006907024,0.00031769284,0.000005900993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026994295,0.00011934321,0.0009604534,0.00012319097,0.00013358048,0.000043285872,0.024414346,0.0000032014664,0.000005114015,0.9019772,0.001957822,0.06999255],"study_design_scores_gemma":[0.0004740827,0.00021932418,0.0061292266,0.00010632178,0.00014528717,0.0000027086749,0.14815858,0.0000052406267,0.000030668845,0.004835621,0.8397275,0.0001653946],"about_ca_topic_score_codex":0.000705422,"about_ca_topic_score_gemma":0.016232496,"teacher_disagreement_score":0.8971416,"about_ca_system_score_codex":0.000030618845,"about_ca_system_score_gemma":0.00007593809,"threshold_uncertainty_score":0.9868974},"labels":[],"label_agreement":null},{"id":"W2136884434","doi":"","title":"Speaking Truth to Power: How the United Church Observer and The Canadian Mennonite Helped Their Denominations Navigate a New Church-State Dynamic during the Vietnam War","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Power (physics); Vietnam War; Political science; History; Law; Computer science","score_opus":0.009593064580955844,"score_gpt":0.18307464951081673,"score_spread":0.17348158492986088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136884434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95682305,0.0001993005,0.000002766758,0.005544661,0.00033564144,0.0010424831,0.00019707884,0.000056300145,0.03579871],"genre_scores_gemma":[0.75820607,0.00012738036,0.000014441562,0.0003499886,0.000114229864,0.0000058821115,0.00044371822,0.0000066473253,0.24073166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982291,0.0002569934,0.00019263875,0.0004966857,0.00027391492,0.0005506583],"domain_scores_gemma":[0.99886227,0.0002472436,0.0002260091,0.00019844928,0.000169758,0.00029627312],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025183122,0.00043651756,0.0003072972,0.00005629832,0.0022675318,0.00036431194,0.001108749,0.0003042747,0.0031480216],"category_scores_gemma":[0.000010211273,0.00013120344,0.00020215462,0.0013381002,0.00016759528,0.00018596635,0.00017255492,0.0009112987,0.000023879109],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001845984,0.00012233219,0.0029525836,0.00012212446,0.0012032767,0.00020952435,0.07375245,0.00020717556,0.054515883,0.0055524316,0.0010719218,0.85844433],"study_design_scores_gemma":[0.00090334535,0.000087296066,0.36636683,0.00010818337,0.00020574674,0.000023494302,0.050461534,0.00010774799,0.00006225683,0.0001716566,0.5808318,0.0006701202],"about_ca_topic_score_codex":0.06054633,"about_ca_topic_score_gemma":0.8570721,"teacher_disagreement_score":0.8577742,"about_ca_system_score_codex":0.0001977528,"about_ca_system_score_gemma":0.00008945416,"threshold_uncertainty_score":0.99903136},"labels":[],"label_agreement":null},{"id":"W2138795310","doi":"","title":"Three Essays in Health Economics","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health economics; Economics; Data science; Neoclassical economics; Political science; Computer science; Health care; Economic growth","score_opus":0.04881669643995956,"score_gpt":0.3485130389966144,"score_spread":0.29969634255665484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138795310","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022310136,0.0011790815,0.000026847985,0.0006952869,0.0030478702,0.0016808461,0.00015198739,0.00018337724,0.9707246],"genre_scores_gemma":[0.0086011235,0.00080081786,0.00070995884,0.0010166407,0.00044043444,0.000011956197,0.001127289,0.00014498699,0.9871468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964145,0.00053606665,0.00087667326,0.0007563475,0.000273241,0.0011431999],"domain_scores_gemma":[0.99756825,0.000178305,0.00087702856,0.0005305991,0.00030371503,0.0005420751],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070409355,0.00047863994,0.0009455833,0.00045796213,0.0004294115,0.000016031148,0.0006749892,0.0009809146,0.04819055],"category_scores_gemma":[0.000058117497,0.00057802466,0.00012354608,0.0006358552,0.00004044768,0.00025407496,0.0001784171,0.0016040708,0.0020676092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028333026,0.00034136494,0.044000424,0.010555766,0.00019996676,0.00037086965,0.027183913,0.0002569392,0.0000028554468,0.049212005,0.27404267,0.5909999],"study_design_scores_gemma":[0.0018480367,0.00013629842,0.008397864,0.0014843354,0.00002536841,8.558747e-7,0.035538364,0.00008757261,6.58397e-7,0.003765105,0.94825757,0.00045800622],"about_ca_topic_score_codex":0.013601226,"about_ca_topic_score_gemma":0.40536064,"teacher_disagreement_score":0.67421484,"about_ca_system_score_codex":0.003800113,"about_ca_system_score_gemma":0.0036057925,"threshold_uncertainty_score":0.9996671},"labels":[],"label_agreement":null},{"id":"W2140384234","doi":"","title":"\"HIGH CHURCH MENNONITES?\" THE RELATIONSHIP BETWEEN RELIGION AND ETHNICITY AMONG MANITOBA MENNONITES AT AN ANGLICAN CHURCH","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Religious studies; Theology; Sociology; Anthropology; Philosophy","score_opus":0.02229826029542578,"score_gpt":0.2601933421056266,"score_spread":0.23789508181020083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140384234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67241293,0.00024084572,0.000005333223,0.00015181335,0.00026295646,0.00049755245,0.000038209397,0.00012329953,0.3262671],"genre_scores_gemma":[0.55219686,0.0006324561,0.00011374043,0.000038732887,0.00046034233,0.000004189982,0.00037068615,0.00004541964,0.44613758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680233,0.0007559863,0.00031867475,0.0007662974,0.00072903105,0.00062769756],"domain_scores_gemma":[0.997609,0.00082254433,0.00046018575,0.0005321775,0.00021511369,0.00036093828],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071059243,0.0004552858,0.00046556818,0.00029481598,0.0027301684,0.00034153738,0.0009823431,0.0011261356,0.003890942],"category_scores_gemma":[0.000078007,0.00041598908,0.00015413915,0.00091742625,0.0006527482,0.00056595023,0.00017889749,0.0012838637,0.000052505886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026501514,0.00008148469,0.8985707,0.00013151366,0.00018091613,0.00008658862,0.03791347,0.000007606286,0.00031298815,0.017027183,0.008518641,0.036903862],"study_design_scores_gemma":[0.00059586915,0.00013863345,0.6635017,0.00011775803,0.0004014391,0.0000016400882,0.031391814,0.00000673286,0.000083881336,0.0030835185,0.29989496,0.00078209344],"about_ca_topic_score_codex":0.046601746,"about_ca_topic_score_gemma":0.32584202,"teacher_disagreement_score":0.29137632,"about_ca_system_score_codex":0.00031436165,"about_ca_system_score_gemma":0.000218194,"threshold_uncertainty_score":0.9998292},"labels":[],"label_agreement":null},{"id":"W2141174274","doi":"","title":"Development of an accelerator based system for in vivo neutron activation analysis measurements of manganese in humans","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Manganese; Neutron activation analysis; Radiochemistry; Nuclear physics; In vivo; Nuclear engineering; Chemistry; Materials science; Physics; Engineering; Biology; Metallurgy","score_opus":0.02145754912101603,"score_gpt":0.2348130972739467,"score_spread":0.21335554815293067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141174274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531998,0.0000017618515,0.00040166988,0.0000025464478,0.000018304763,0.00048380738,0.000075931515,0.0000082156275,0.045807973],"genre_scores_gemma":[0.99310625,1.2808816e-7,0.0012886988,0.0000019788367,0.000018013385,0.000013218095,0.0007579961,0.00002161144,0.0047921254],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990722,0.000038235692,0.0003154421,0.00027890052,0.00015375637,0.00014146716],"domain_scores_gemma":[0.99935806,0.000013761435,0.00030927078,0.00019227272,0.00009102809,0.00003562219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000069583744,0.00017159239,0.0003657921,0.00038681284,0.00005263421,0.000013520747,0.00022191457,0.00007642555,0.0031524226],"category_scores_gemma":[2.5592746e-7,0.00020795761,0.00013207541,0.00080812955,0.000009540196,0.00013145794,0.000010687094,0.00008591472,0.0000010982898],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003313824,0.0049293204,0.07913561,0.0032466992,0.0029391996,0.0000036152114,0.012564643,0.017404757,0.37374464,0.008218251,0.00006501165,0.49443445],"study_design_scores_gemma":[0.009410264,0.00020288669,0.18906948,0.0017359449,0.0018631937,2.2739478e-8,0.051810432,0.005133637,0.71239215,0.00014094058,0.026439115,0.001801913],"about_ca_topic_score_codex":0.00030848858,"about_ca_topic_score_gemma":0.001554434,"teacher_disagreement_score":0.4926325,"about_ca_system_score_codex":0.00014104135,"about_ca_system_score_gemma":0.000114209935,"threshold_uncertainty_score":0.9977588},"labels":[],"label_agreement":null},{"id":"W2141286913","doi":"","title":"Through Thick and Thin: A Regional Comparison of Harpoon Heads from Thule Sites in Nunavut, Canada","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Physical geography; Geology","score_opus":0.03770260580099308,"score_gpt":0.3011806915183493,"score_spread":0.2634780857173562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141286913","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61606973,0.0012241278,0.0000026390546,0.00045075445,0.00040297088,0.0005818872,0.00019684657,0.000020025778,0.381051],"genre_scores_gemma":[0.43056247,0.0015449636,0.00039230337,0.0012340902,0.00020409297,0.000010479266,0.0017453721,0.00007356018,0.56423265],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979483,0.00028190005,0.0004582009,0.00043038174,0.0002281266,0.0006530904],"domain_scores_gemma":[0.9988755,0.0003322047,0.000398857,0.00019157266,0.00013804281,0.00006383373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008952358,0.00029262915,0.00077363534,0.000097811324,0.0010396268,0.000005456129,0.00025988833,0.00057886733,0.04495712],"category_scores_gemma":[0.0000133356,0.00031098726,0.000064108186,0.00027938042,0.000059872546,0.00012257873,0.000111609435,0.00093374355,0.000027177339],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025972323,0.00027282356,0.6716664,0.0012579873,0.00042417375,0.0001685585,0.24896508,0.0001203142,0.00004882095,0.0015089096,0.06656727,0.0064024753],"study_design_scores_gemma":[0.0015612408,0.0001350611,0.13722458,0.0005606898,0.0001271265,5.379028e-7,0.28591332,0.0000986121,0.000019858739,0.00022489202,0.573723,0.000411086],"about_ca_topic_score_codex":0.855943,"about_ca_topic_score_gemma":0.9993368,"teacher_disagreement_score":0.53444177,"about_ca_system_score_codex":0.0007058127,"about_ca_system_score_gemma":0.0014905427,"threshold_uncertainty_score":0.9999342},"labels":[],"label_agreement":null},{"id":"W2144625806","doi":"","title":"INUIT ENGAGEMENT IN NUNAVUT AND CANADA: STRUGGLES FOR HEALTH AND CITIZENSHIP","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Political science; Public administration; Gender studies; Geography; Sociology; Law; Politics","score_opus":0.018504325198051775,"score_gpt":0.24012260528019114,"score_spread":0.22161828008213935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144625806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93598324,0.0012430566,0.000018262375,0.0019941141,0.0009774794,0.0016407194,0.00035744082,0.00005366641,0.05773201],"genre_scores_gemma":[0.6167953,0.00039364936,0.00081616215,0.003221507,0.00015951242,0.000010933333,0.0011850586,0.00012651752,0.37729135],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987705,0.00014753554,0.00020817951,0.00042015975,0.00014298965,0.0003106484],"domain_scores_gemma":[0.99945,0.00008153453,0.00013830379,0.000110614696,0.00004341567,0.00017610051],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095584124,0.00024925877,0.00034445868,0.00019817593,0.00020056196,0.000074370095,0.00012478328,0.0001432418,0.0015215052],"category_scores_gemma":[0.000017451246,0.00029912748,0.000037626443,0.00015611654,0.000026429156,0.000083954495,0.000028613056,0.00026461852,4.5610696e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008004167,0.0003510735,0.124660105,0.013432819,0.00043880095,0.00026659918,0.037644144,0.000022625542,0.000118421354,0.004723283,0.09109794,0.71924],"study_design_scores_gemma":[0.011657227,0.00058775727,0.046430305,0.0019552882,0.00019596402,0.000016369348,0.04547038,0.000080710925,0.0011123202,0.0016849403,0.8892472,0.0015615901],"about_ca_topic_score_codex":0.077102944,"about_ca_topic_score_gemma":0.9308853,"teacher_disagreement_score":0.8537824,"about_ca_system_score_codex":0.00053276337,"about_ca_system_score_gemma":0.00025021468,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W2148595459","doi":"","title":"Into the Panopticon: The Experiences of Female Kin Caregivers","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Panopticon; Next of kin; Sociology; Psychology; Gender studies; Political science; Anthropology; Law","score_opus":0.01198901202053392,"score_gpt":0.23612638433438773,"score_spread":0.2241373723138538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148595459","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27884346,0.00030748133,0.000005083237,0.0006631893,0.00053651776,0.00026104294,0.0000021956475,0.000029500583,0.71935153],"genre_scores_gemma":[0.5390027,0.0003077835,0.000027047941,0.000045898432,0.00022440786,0.000001849685,0.000022569791,0.000009851418,0.4603579],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871814,0.00023001002,0.00015046416,0.0002541121,0.0004167661,0.00023050643],"domain_scores_gemma":[0.9992231,0.000112767135,0.00024198866,0.00024492308,0.00011794261,0.00005927942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017285261,0.0001731372,0.00018974672,0.00006561027,0.00092641334,0.000076724,0.0008688056,0.00020068322,0.03268284],"category_scores_gemma":[0.00002440316,0.00012320366,0.00017517718,0.0005100644,0.00042427058,0.00023117903,0.000055759367,0.00023378016,0.000028146602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061672115,0.000025505358,0.00018929769,0.00002433345,0.000052951647,0.0000074374448,0.7764982,0.000027711974,0.00002079937,0.012931535,0.0005664475,0.20959409],"study_design_scores_gemma":[0.00009410004,0.000015712558,0.00031097332,0.00003686636,0.000051930623,1.2900473e-7,0.5571081,0.0000023591538,0.00010432643,0.000028895736,0.44215187,0.00009469025],"about_ca_topic_score_codex":0.0035232313,"about_ca_topic_score_gemma":0.040456988,"teacher_disagreement_score":0.44158545,"about_ca_system_score_codex":0.00014040098,"about_ca_system_score_gemma":0.00021763169,"threshold_uncertainty_score":0.97705215},"labels":[],"label_agreement":null},{"id":"W2148732515","doi":"","title":"AGENT TOOLKITS: A GENERAL OVERVIEW OF THE MARKET AND AN ASSESSMENT OF INSTRUCTOR SATISFACTION WITH UTILIZING TOOLKITS IN THE CLASSROOM","year":2002,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Research council; Library science; Computer science; Engineering; Medical education; Medicine; Linguistics","score_opus":0.04403337133436201,"score_gpt":0.2960055447480395,"score_spread":0.25197217341367745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148732515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80464697,0.00003873567,0.00005945441,0.000723706,0.00005763031,0.00018694338,0.0000034470781,0.000010440883,0.19427265],"genre_scores_gemma":[0.98927534,0.0001391289,0.0007178499,0.00008100205,0.000013751261,9.284549e-7,5.859847e-7,0.0000028119416,0.009768585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992078,0.00029884657,0.000101542624,0.000116602285,0.00017807432,0.00009715405],"domain_scores_gemma":[0.9996377,0.000038270653,0.000116263545,0.00014026088,0.000046531753,0.000020979543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017242953,0.00006271386,0.00008946758,0.00005882951,0.00013886494,0.00002000438,0.00019025097,0.000057675217,0.0061241896],"category_scores_gemma":[0.000014294514,0.00004214239,0.000023532499,0.0004851291,0.00020319203,0.00024260918,0.000028312366,0.00011519081,3.4587958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015378559,0.000091276415,0.5605098,0.000025710064,0.0000229274,0.0000024950514,0.008963563,0.000009504263,0.0001963406,0.12524611,0.00024541456,0.3046715],"study_design_scores_gemma":[0.000649595,0.00013715388,0.8236247,0.000099689954,0.000047253816,0.0000036475783,0.109405495,0.00062533055,0.00012866572,0.00036465356,0.064786926,0.00012692699],"about_ca_topic_score_codex":0.001602032,"about_ca_topic_score_gemma":0.027053686,"teacher_disagreement_score":0.30454457,"about_ca_system_score_codex":0.00009321315,"about_ca_system_score_gemma":0.000058214973,"threshold_uncertainty_score":0.99478436},"labels":[],"label_agreement":null},{"id":"W2149478192","doi":"","title":"Mechanisms of transport of Na+, K+ and CI- in Malpighian tubules of Rhodnius prolixus and Drosophila melanogaster","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Rhodnius prolixus; Malpighian tubule system; Drosophila melanogaster; Rhodnius; Cell biology; Drosophila (subgenus); Reduviidae; Biology; Chemistry; Zoology; Midgut; Genetics; Insect; Hemiptera; Botany; Larva; Gene","score_opus":0.015450508644058659,"score_gpt":0.2263741233706188,"score_spread":0.21092361472656013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149478192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703516,0.00004913878,0.00001145682,0.00001869295,0.00007668221,0.0003468014,0.00010170822,0.000009373849,0.029034555],"genre_scores_gemma":[0.9832972,0.00014974657,0.000062180225,0.000019604786,0.000004728369,0.000001217814,0.000026862484,0.000018878505,0.01641958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986476,0.00017439103,0.00030682771,0.0004831244,0.00014988471,0.00023818803],"domain_scores_gemma":[0.9993461,0.00009391531,0.0002621338,0.00018141039,0.000055886987,0.00006057528],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008150101,0.00023080896,0.0005565766,0.0003688371,0.00004456167,0.0000031342277,0.0002968169,0.00033998946,0.0016776226],"category_scores_gemma":[0.000019611898,0.0002340082,0.000077088385,0.00036064626,0.00040761707,0.00012787753,0.000065486034,0.00034027363,0.0000014529909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014693821,0.00015453376,0.0035819772,0.0009477165,0.000027812886,0.00011564879,0.00081239577,0.0000125005745,0.97915703,0.010877858,0.0000013554569,0.002841777],"study_design_scores_gemma":[0.0022994531,0.0010634926,0.051970344,0.00050083624,0.000083955725,0.000025540043,0.0010092206,0.0000127955645,0.93886167,0.003690567,0.00018272908,0.0002993805],"about_ca_topic_score_codex":0.00009442811,"about_ca_topic_score_gemma":0.00027078236,"teacher_disagreement_score":0.048388366,"about_ca_system_score_codex":0.000018545257,"about_ca_system_score_gemma":0.000110231435,"threshold_uncertainty_score":0.999235},"labels":[],"label_agreement":null},{"id":"W2149670533","doi":"","title":"INAPPROPRIATE USE OF EMERGENCY MEDICAL SERVICES IN ONTARIO","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical emergency; Emergency medical services; Medicine; Computer science","score_opus":0.020942668237153312,"score_gpt":0.2373437054794014,"score_spread":0.21640103724224807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149670533","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6330137,0.00040327915,0.000003454628,0.00006309622,0.00093035697,0.00039689284,0.000011043121,0.000030442965,0.36514768],"genre_scores_gemma":[0.028971443,0.0015546127,0.00018123748,0.00005936786,0.00006545497,0.000002826875,0.00045067762,0.000036995963,0.9686774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835116,0.000052744388,0.00042888173,0.0004032635,0.00048030872,0.00028367052],"domain_scores_gemma":[0.99905723,0.00002176538,0.00024394793,0.00025561254,0.00027111123,0.00015033328],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006023418,0.00031891232,0.0006438963,0.00026953866,0.000049738723,0.000006693976,0.00025039626,0.0004743851,0.26418757],"category_scores_gemma":[0.000025265283,0.0003095151,0.00021510618,0.000449915,0.000034223303,0.00024427785,0.00010488177,0.0006148457,0.00005574923],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003087684,0.0012446827,0.6950761,0.008316761,0.0023512929,0.0018589107,0.031461183,0.000013286997,0.0011793422,0.0016884563,0.015864423,0.23785786],"study_design_scores_gemma":[0.002390626,0.00031714395,0.24991356,0.0026346557,0.0006931932,0.000005996467,0.016527563,0.00005015745,0.00038488687,0.00007639376,0.7263645,0.000641359],"about_ca_topic_score_codex":0.082538344,"about_ca_topic_score_gemma":0.66611445,"teacher_disagreement_score":0.71050006,"about_ca_system_score_codex":0.00018157535,"about_ca_system_score_gemma":0.00033315874,"threshold_uncertainty_score":0.9999357},"labels":[],"label_agreement":null},{"id":"W2152891349","doi":"","title":"Spatially Explicit Habitat Characterization, Suitability Analysis, Verification, and Modelling of the Yellow Perch Perca f1avescens (Mitchell 1814) Population in Long Point Bay, Lake Erie","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Ministry of Natural Resources","keywords":"Perch; Bay; Habitat; Fishery; Population; Geography; Environmental science; Ecology; Fish <Actinopterygii>; Biology; Archaeology","score_opus":0.009397556782261202,"score_gpt":0.18683123873597657,"score_spread":0.17743368195371537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152891349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607686,0.000012077437,0.0029906074,0.00023308222,0.00013029866,0.0006463819,0.00005637362,0.000021487402,0.035141103],"genre_scores_gemma":[0.95815766,0.000116722156,0.00020463506,0.000050247232,0.000010568934,0.0000040464656,0.0010004627,0.000016203407,0.04043948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998522,0.00013515614,0.00033683222,0.0005461773,0.00023264032,0.00022719485],"domain_scores_gemma":[0.9992679,0.00003200418,0.0003001508,0.00031680247,0.0000388604,0.000044302706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001804553,0.00024742942,0.0003697939,0.00015506128,0.0002378416,0.000024428717,0.00030199016,0.00020982287,0.01687073],"category_scores_gemma":[0.000018941044,0.00024586156,0.00012381237,0.0009864883,0.00012186688,0.0003465296,0.0001807939,0.00021182903,0.000010181625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083969884,0.00009413005,0.9790712,0.00013763469,0.0001277497,0.0000041257713,0.0022605008,0.016648648,0.00011394763,0.0001313415,0.000022883893,0.0013038935],"study_design_scores_gemma":[0.0003187519,0.000023292008,0.9934574,0.000057509464,0.00037622475,2.3760617e-7,0.00128729,0.0026829343,0.0000445547,0.00012615406,0.0013998203,0.0002258501],"about_ca_topic_score_codex":0.0006805082,"about_ca_topic_score_gemma":0.45806205,"teacher_disagreement_score":0.45738155,"about_ca_system_score_codex":0.00029059764,"about_ca_system_score_gemma":0.00002336042,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W2160198357","doi":"","title":"COMMUNITY RESEARCHERS' EXPERIENCES WITH COMMUNITY-BASED RESEARCH","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data science; Sociology; Psychology; Computer science","score_opus":0.14355845605033957,"score_gpt":0.3576676792253187,"score_spread":0.21410922317497916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160198357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36012775,0.00006305541,0.0000064631136,0.00018310886,0.00028507502,0.00038609185,0.000009057514,0.000108504275,0.6388309],"genre_scores_gemma":[0.3925801,0.00003724109,0.00011470182,0.00006877543,0.00022306755,0.0000127268595,0.00027217084,0.00003979361,0.6066514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.989386,0.007764038,0.00017897146,0.00032285866,0.0014213006,0.000926831],"domain_scores_gemma":[0.99667823,0.0012956425,0.0001613321,0.0006243309,0.000829644,0.0004108361],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034752823,0.00030599712,0.00037657094,0.00037320363,0.008709896,0.00034327846,0.0023442926,0.0009900805,0.047703397],"category_scores_gemma":[0.00017900925,0.00031182956,0.0001446496,0.0021285606,0.0021350991,0.00037857858,0.000207339,0.00818129,0.00007850892],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011948639,0.00043736954,0.0004919355,0.00019143132,0.00008535111,0.00007773605,0.8833244,0.0000040518153,0.000049815237,0.0031558576,0.0038385147,0.10714868],"study_design_scores_gemma":[0.0003402884,0.00021550595,0.00019607846,0.00016558392,0.00002137686,1.5985557e-7,0.63675725,0.0000027971541,0.000091977075,0.00025843762,0.36169505,0.0002554733],"about_ca_topic_score_codex":0.055249486,"about_ca_topic_score_gemma":0.44317794,"teacher_disagreement_score":0.38792846,"about_ca_system_score_codex":0.0004145287,"about_ca_system_score_gemma":0.0013086685,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W2162552666","doi":"","title":"Expressions of Sovereignty: Law and Authority in the Making of the Overseas British Empire, 1576-1640","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Sovereignty; Empire; Law; Political science; Politics","score_opus":0.028423769398445226,"score_gpt":0.2697512989280083,"score_spread":0.24132752952956307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162552666","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051451314,0.000099699304,0.000003338563,0.000047898055,0.00024061694,0.00027603874,0.000049750408,0.000011806622,0.94781953],"genre_scores_gemma":[0.6665999,0.00008198587,0.00003266656,0.000088076136,0.00003937689,5.810447e-7,0.0000094365205,0.000008134153,0.33313984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985438,0.00045348654,0.00017967485,0.00023053911,0.00037899404,0.00021352188],"domain_scores_gemma":[0.99933404,0.000078324025,0.00028983215,0.00019738596,0.00006695955,0.000033460125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002714597,0.00013205601,0.00024102407,0.000032055385,0.00059099175,0.00003719001,0.00056622387,0.00033339707,0.0108711505],"category_scores_gemma":[0.000032674972,0.00012415665,0.00017525516,0.00048822144,0.00049006275,0.00020955293,0.000063051244,0.00037295138,8.3062656e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022964527,0.00037025523,0.042813063,0.0005684876,0.00015770257,0.00016731664,0.2327909,0.000029854635,0.00010845162,0.68919295,0.0094163455,0.02415501],"study_design_scores_gemma":[0.00048447304,0.000025060921,0.022378009,0.00075741176,0.00013667984,0.0000018136031,0.30192024,0.0000023416299,0.000021540493,0.001930637,0.6720885,0.00025327047],"about_ca_topic_score_codex":0.006075632,"about_ca_topic_score_gemma":0.055028293,"teacher_disagreement_score":0.68726236,"about_ca_system_score_codex":0.00012337342,"about_ca_system_score_gemma":0.00016436307,"threshold_uncertainty_score":0.99003303},"labels":[],"label_agreement":null},{"id":"W2162796016","doi":"","title":"Studies on Mathematical Modelling of Influenza in Canada","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Management science; Operations research; Mathematics; Engineering","score_opus":0.08716322738102057,"score_gpt":0.3164902024781272,"score_spread":0.22932697509710664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162796016","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5847284,0.0005554371,0.000016329615,0.000044076645,0.00023456986,0.00059055805,0.000032756092,0.00002141578,0.41377646],"genre_scores_gemma":[0.28199136,0.0005807602,0.0025990042,0.00051366177,0.00015832602,0.0000117402315,0.00009304627,0.00015774487,0.71389437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816334,0.00005456331,0.00042128674,0.0003595706,0.00063863193,0.0003625976],"domain_scores_gemma":[0.99881035,0.00020834134,0.00021537092,0.000309992,0.0003378841,0.00011808511],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012543086,0.00031832812,0.0008559054,0.00036984115,0.00006634539,0.000006470117,0.0002226115,0.0002305575,0.006506747],"category_scores_gemma":[0.00015670815,0.00030058538,0.00011321079,0.0004388801,0.00008622676,0.00006629068,0.000084194224,0.00096373004,0.000025570233],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.047127232,0.0032330025,0.06643656,0.0661186,0.014375116,0.013160968,0.07755026,0.078106806,0.008396277,0.03221283,0.0059523075,0.58733004],"study_design_scores_gemma":[0.027059007,0.0024938378,0.013802296,0.030411603,0.0030223678,0.00003593605,0.41618183,0.01605082,0.05208008,0.0037348147,0.43036637,0.0047610416],"about_ca_topic_score_codex":0.12576212,"about_ca_topic_score_gemma":0.81140304,"teacher_disagreement_score":0.68564093,"about_ca_system_score_codex":0.0009361337,"about_ca_system_score_gemma":0.0014894864,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W2166053425","doi":"","title":"Truancy and Early School Leaving: An Ongoing Issue","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truancy; Mathematics education; Criminology; Psychology; Political science","score_opus":0.014643656728306913,"score_gpt":0.24448094070001522,"score_spread":0.2298372839717083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166053425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30477318,0.00041009363,0.000020526328,0.00007227243,0.000352619,0.00024449307,0.000009902255,0.00013169445,0.6939852],"genre_scores_gemma":[0.081229776,0.00018277891,0.00047421324,0.000057760142,0.0005570901,0.000001323591,0.00006187691,0.00004426211,0.91739094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798083,0.0002092649,0.00021728368,0.00063053024,0.0004346056,0.00052749796],"domain_scores_gemma":[0.9989907,0.000041287396,0.00022748076,0.00024578717,0.00014445641,0.0003503012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017735701,0.000320559,0.0003665386,0.00020653404,0.0008436949,0.00030351215,0.00051724457,0.00046130535,0.026285736],"category_scores_gemma":[0.000027361008,0.00039420472,0.00010450148,0.00057052536,0.00012029946,0.001057504,0.000036766287,0.0005049485,0.0001511953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048191537,0.00019196676,0.19880065,0.00034479852,0.00017283218,0.0005517152,0.063648395,0.000020287729,0.00032123097,0.013694605,0.006900137,0.71487147],"study_design_scores_gemma":[0.00065299985,0.000080720194,0.053737614,0.00030608312,0.00013482214,7.4462184e-7,0.059131727,0.0000054047114,0.00005510005,0.00039998,0.8847722,0.00072260137],"about_ca_topic_score_codex":0.010755708,"about_ca_topic_score_gemma":0.08839118,"teacher_disagreement_score":0.87787205,"about_ca_system_score_codex":0.00021493288,"about_ca_system_score_gemma":0.0002693037,"threshold_uncertainty_score":0.999851},"labels":[],"label_agreement":null},{"id":"W2173060065","doi":"","title":"‘IT’S JUST A THING I DO’: YOUNG KITCHEN WORKERS’ COMMUNITIES OF PRACTICE AND CAREERS OF PRECARITY","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Sociology; Gender studies","score_opus":0.02778302752352844,"score_gpt":0.23048244057931053,"score_spread":0.2026994130557821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173060065","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02114944,0.00058189326,0.00006619453,0.00020717134,0.0003571724,0.00031119268,0.000012318425,0.00004634442,0.9772683],"genre_scores_gemma":[0.7514034,0.00030704544,0.0008417992,0.00024587876,0.00025582832,0.0000017211199,0.0005598012,0.00006827172,0.24631628],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99892443,0.00003763928,0.00025608184,0.00020766746,0.00040280214,0.00017139997],"domain_scores_gemma":[0.99827003,0.000084272666,0.00066981424,0.00019637267,0.00076440413,0.0000150990945],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025099274,0.0002555665,0.000393198,0.00029467314,0.00019757182,0.00012066485,0.0003985054,0.00015274851,0.0041646087],"category_scores_gemma":[0.00009073338,0.0002827255,0.00007130023,0.000630398,0.00010664989,0.0011101599,0.000434268,0.00021691062,0.000008530616],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026427445,0.000645558,0.62378156,0.015392376,0.004154838,0.000101358106,0.110239774,0.00045558097,0.000086012944,0.053785954,0.07699726,0.111716956],"study_design_scores_gemma":[0.0009828007,0.000025073663,0.0159015,0.0007291273,0.0014431534,7.0591443e-7,0.5833747,0.00009827841,0.000012836239,0.0004781487,0.39649168,0.00046200698],"about_ca_topic_score_codex":0.0059212046,"about_ca_topic_score_gemma":0.011853066,"teacher_disagreement_score":0.73095196,"about_ca_system_score_codex":0.000059894133,"about_ca_system_score_gemma":0.000044992532,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W2173118935","doi":"","title":"Optimal Ordering Decision and Incentives for Yield Improvement under Random Demand","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; McGill University","keywords":"Incentive; Yield (engineering); Microeconomics; Economics; Business; Operations research; Mathematics; Materials science","score_opus":0.019365369596883807,"score_gpt":0.2174369205953347,"score_spread":0.1980715509984509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173118935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19647568,0.0007821687,0.022212885,0.0002517456,0.0029565997,0.0031260108,0.000023515811,0.00027083413,0.77390057],"genre_scores_gemma":[0.17164953,0.00020348745,0.0019080329,0.0010293771,0.0013954908,0.00003414699,0.0007980912,0.00018571128,0.8227961],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984725,0.000009903981,0.0002598526,0.00058572384,0.00030708945,0.00036489416],"domain_scores_gemma":[0.9991799,0.00007177001,0.0002882234,0.00020609662,0.00021303968,0.000040948355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025414757,0.0003911159,0.0003950094,0.00038347614,0.00026969062,0.00036142342,0.0003335756,0.00020205087,0.008570661],"category_scores_gemma":[0.00004341741,0.00040896598,0.00014366522,0.00030570614,0.000042067168,0.00086092256,0.0002854337,0.00016054692,0.000040361483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006313569,0.00025153017,0.0009164204,0.0022888358,0.0006360033,0.000055183045,0.0006040393,0.0017852586,0.00053772406,0.010818672,0.03058786,0.9452049],"study_design_scores_gemma":[0.006258655,0.00008246695,0.00044142499,0.00045839106,0.0004841169,4.1976512e-7,0.016728181,0.0042795055,0.00008969645,0.0018298993,0.9686271,0.00072012964],"about_ca_topic_score_codex":0.0001964472,"about_ca_topic_score_gemma":0.00095085887,"teacher_disagreement_score":0.9444848,"about_ca_system_score_codex":0.00012684423,"about_ca_system_score_gemma":0.00003675833,"threshold_uncertainty_score":0.9998362},"labels":[],"label_agreement":null},{"id":"W2174362764","doi":"","title":"Multi-scale modelling of geomechanical behaviour using the Voronoi cell finite element method (VCFEM) and finite-discrete element method (VCFEM-DEM)","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Voronoi diagram; Finite element method; Discrete element method; Scale (ratio); Extended finite element method; Smoothed finite element method; Mixed finite element method; Geology; Element (criminal law); Computer science; Geotechnical engineering; Mathematics; Structural engineering; Geometry; Boundary knot method; Engineering; Mechanics; Physics; Geography; Cartography","score_opus":0.029512909667882215,"score_gpt":0.24461373898140742,"score_spread":0.2151008293135252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174362764","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017282089,0.00053213135,0.9906252,0.000020417654,0.00039779523,0.00065468537,0.00013642004,0.00020985951,0.005695256],"genre_scores_gemma":[0.07286223,0.00042888348,0.85780114,0.00005756632,0.00022414257,0.000025021069,0.0004580686,0.00040386023,0.06773907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971079,0.00018907178,0.00073429284,0.00072330603,0.00052929803,0.00071609387],"domain_scores_gemma":[0.99838877,0.00028802702,0.0002685932,0.00054464844,0.00018423636,0.00032571753],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006875866,0.00072722,0.00088696746,0.00026754398,0.00015647603,0.000063094674,0.00067805295,0.0005652874,0.002457096],"category_scores_gemma":[0.000022658112,0.0006853838,0.00032918883,0.0005835196,0.000033439377,0.00019336806,0.00031718836,0.0010492603,0.0000108489385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075520715,0.00006592526,0.000008536311,0.00046752908,0.00015178794,0.000021199174,0.00045858178,0.95557284,0.005060218,0.000092049144,0.000025339536,0.038000487],"study_design_scores_gemma":[0.0011600613,0.00011224936,0.0000063831344,0.00024408099,0.000654114,0.0000032119415,0.0023413622,0.9664325,0.007866205,0.00016464533,0.02027218,0.00074299204],"about_ca_topic_score_codex":0.00034311836,"about_ca_topic_score_gemma":0.00036672622,"teacher_disagreement_score":0.13282406,"about_ca_system_score_codex":0.00025204942,"about_ca_system_score_gemma":0.00006765565,"threshold_uncertainty_score":0.99955976},"labels":[],"label_agreement":null},{"id":"W2177119445","doi":"","title":"CROSS-CULTURAL ADAPTATION OF THE PARTICIPATION AND ENVIRONMENT MEASURE FOR CHILDREN AND YOUTH IN THE KOREAN CULTURAL CONTEXT","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Konyang University; McMaster University","keywords":"Adaptation (eye); Context (archaeology); Measure (data warehouse); Cross-cultural; Psychology; Political science; Geography; Sociology; Anthropology; Computer science; Data mining; Archaeology","score_opus":0.051168973448666714,"score_gpt":0.2997935360753203,"score_spread":0.24862456262665356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177119445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97768545,0.00013774041,0.000008092048,0.00013459964,0.00016066767,0.0007387199,0.00013378105,0.000010022617,0.020990921],"genre_scores_gemma":[0.9867181,0.000033581353,0.000012432562,0.00001748416,0.00006215473,0.0000017257347,0.00015005554,0.000008510681,0.012995915],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885184,0.0002832133,0.00014332568,0.0002065548,0.00033092618,0.0001841366],"domain_scores_gemma":[0.9994192,0.00006247048,0.00025664314,0.00009440197,0.00010889565,0.000058395446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000325004,0.00014492896,0.00016328724,0.00003233178,0.00037551264,0.00011833929,0.00024452308,0.00018391645,0.00018568408],"category_scores_gemma":[0.00014016272,0.000099342324,0.00006309832,0.00016351344,0.00027488786,0.00033227514,0.000021282947,0.00015488229,6.5639625e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030992148,0.000049362923,0.10086149,0.000026146636,0.00006607567,3.4164023e-7,0.69698256,0.000032268334,0.000030383615,0.0015383621,0.00010070279,0.20000237],"study_design_scores_gemma":[0.0011432369,0.000065887376,0.40021262,0.00009418467,0.00020481789,1.5615376e-7,0.59363204,0.000011301763,0.000027599204,0.00023126646,0.004179932,0.0001969548],"about_ca_topic_score_codex":0.0066432795,"about_ca_topic_score_gemma":0.040896345,"teacher_disagreement_score":0.29935113,"about_ca_system_score_codex":0.00015014787,"about_ca_system_score_gemma":0.000074232266,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W2177851526","doi":"","title":"BLAST DAMAGE MITIGATION IN SUBMERGED SYSTEMS. PHASE I: INTERNAL EXPLOSION","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Engineering; Forensic engineering; Environmental science; Physics","score_opus":0.00811985012669097,"score_gpt":0.2030711951385393,"score_spread":0.19495134501184833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177851526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60158193,0.0005100545,0.0003566562,0.0000026214368,0.0015048636,0.0002939823,0.000034255998,0.00019529178,0.39552033],"genre_scores_gemma":[0.83694553,0.000051221472,0.000044310647,0.0000032080595,0.00012673358,0.000002203715,0.0010142832,0.000068471854,0.16174404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988386,0.00007174422,0.00025255373,0.00030469173,0.00025929918,0.00027311954],"domain_scores_gemma":[0.9994819,0.000010087546,0.00008513403,0.00021348534,0.00007588796,0.00013351224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054224678,0.00034338367,0.00034053516,0.00037001647,0.00004613036,0.00007914993,0.0003293496,0.00029280508,0.00552579],"category_scores_gemma":[0.0000038078717,0.00041220212,0.00010196263,0.0003878265,0.000017190598,0.00025344934,0.000037920214,0.000430535,0.00004884993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031057058,0.0005121812,0.003679724,0.0042689173,0.00095140695,0.0029912589,0.014875409,0.08250453,0.21982194,0.001597328,0.016734762,0.64895684],"study_design_scores_gemma":[0.020849312,0.00068218034,0.0057461946,0.0047753374,0.00086930185,0.000059304235,0.051748317,0.15307303,0.047342975,0.0004319016,0.7093579,0.0050642327],"about_ca_topic_score_codex":0.0001706736,"about_ca_topic_score_gemma":0.0017335169,"teacher_disagreement_score":0.69262314,"about_ca_system_score_codex":0.00034332613,"about_ca_system_score_gemma":0.00004003635,"threshold_uncertainty_score":0.999833},"labels":[],"label_agreement":null},{"id":"W2178046984","doi":"","title":"Extra-personal gaze influences on the eye to hand spatial interference effect","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Saccade; Gaze; Tapping; Psychology; Stimulus (psychology); Foveal; Motor control; Communication; Eye movement; Computer vision; Computer science; Cognitive psychology; Neuroscience; Physics; Acoustics","score_opus":0.02189829618547253,"score_gpt":0.24625223181276618,"score_spread":0.22435393562729364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178046984","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3250701,0.000005430281,0.06200283,0.0013237485,0.0006594343,0.00028551152,0.000005973676,0.00007710947,0.61056983],"genre_scores_gemma":[0.8068271,5.348381e-7,0.000033538727,0.0011604611,0.00009815075,0.0000020248299,0.0000039064225,0.000009196088,0.19186506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989269,0.00034185706,0.000105765204,0.0002850992,0.00015029487,0.00019012214],"domain_scores_gemma":[0.9993876,0.00021137664,0.00006795571,0.00019290429,0.000054287168,0.00008587827],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001534565,0.00014404916,0.00012289402,0.00008232949,0.00022370079,0.00007048507,0.00027186758,0.00008583445,0.14550795],"category_scores_gemma":[0.000054538395,0.0001121727,0.000053704018,0.00031750734,0.0000884455,0.000113204536,0.000050954764,0.00015939874,0.0013115582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000686374,0.000092606315,0.08674733,0.000016783542,0.00009197239,0.0000146318425,0.0042054025,0.00019290768,0.001344015,0.01786853,0.0044952487,0.8842442],"study_design_scores_gemma":[0.000983011,0.000830532,0.104781166,0.000065513486,0.000032925018,0.0000024873154,0.00118396,0.0014978468,0.0009990847,0.000057333997,0.8892877,0.00027843882],"about_ca_topic_score_codex":0.00015869288,"about_ca_topic_score_gemma":0.00024698803,"teacher_disagreement_score":0.88479245,"about_ca_system_score_codex":0.000066645625,"about_ca_system_score_gemma":0.000014693645,"threshold_uncertainty_score":0.99946606},"labels":[],"label_agreement":null},{"id":"W2182828081","doi":"","title":"A Value Planning Framework for Predicting and Recapturing the Value of Rapid Transit Infrastructure","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Value Engineering and Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Transit (satellite); Transit-oriented development; Business; Transport engineering; Computer science; Engineering; Public transport","score_opus":0.011488617124861726,"score_gpt":0.2032295476857047,"score_spread":0.19174093056084296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182828081","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21055627,0.0027696097,0.08357557,0.00059682556,0.0053151506,0.0034090006,0.000066417444,0.00068821973,0.69302297],"genre_scores_gemma":[0.82514834,0.0001137824,0.017574897,0.00062229356,0.0042338157,0.000026781276,0.000674187,0.00039488016,0.15121104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988663,0.000017209519,0.00022600993,0.00035652381,0.0002536576,0.00028026933],"domain_scores_gemma":[0.99922043,0.00008835316,0.00032591927,0.00022264538,0.00012008832,0.00002257776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025281217,0.00031500042,0.00034071621,0.00024765282,0.00020803935,0.00013672703,0.00038063547,0.00025292067,0.00064602174],"category_scores_gemma":[0.00007745594,0.00028633533,0.00013046587,0.000378032,0.000033665572,0.00036016043,0.00010834094,0.0003663742,0.0000024154867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012744062,0.00007541326,0.003583288,0.0097121205,0.0013223696,0.00005919466,0.00816754,0.18381684,0.0001939787,0.17551482,0.0062815063,0.6099985],"study_design_scores_gemma":[0.0023435876,0.00009554969,0.007583705,0.0030163238,0.0019536351,0.0000032515882,0.034409095,0.04530412,0.0000850031,0.016655352,0.8874494,0.0011010176],"about_ca_topic_score_codex":0.00012415285,"about_ca_topic_score_gemma":0.000022907685,"teacher_disagreement_score":0.8811678,"about_ca_system_score_codex":0.000050667393,"about_ca_system_score_gemma":0.000030799652,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W2183212082","doi":"","title":"Prehistoric Settlement Patterns on the Central Coast of British Columbia","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Prehistory; Settlement (finance); Archaeology; Geography; Ancient history; History; Computer science","score_opus":0.016919480389302376,"score_gpt":0.2275453223523103,"score_spread":0.2106258419630079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183212082","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60712755,0.00004822765,0.000006462924,0.00011309122,0.0008382165,0.00035228732,0.0005615211,0.000028841268,0.39092383],"genre_scores_gemma":[0.35972512,0.000095436335,0.000020926602,0.000058412905,0.00013248666,0.0000018913,0.00018596537,0.000017005916,0.63976276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983171,0.00030857208,0.00018881037,0.0003191328,0.0004570355,0.0004093167],"domain_scores_gemma":[0.9991324,0.000085225605,0.00027490224,0.00019307554,0.00015869767,0.00015571961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019410139,0.00013935282,0.00028756238,0.00004929641,0.00033156373,0.00005460709,0.0006137717,0.00022719381,0.048193064],"category_scores_gemma":[0.00002859641,0.00019541582,0.00012957198,0.0002672264,0.00020739019,0.00008438805,0.00007794273,0.0002480895,0.000014735638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035015872,0.00049131125,0.3591809,0.0002607702,0.00035460846,0.00038309154,0.049232196,0.000027296199,0.000038250124,0.005026816,0.22007073,0.36458388],"study_design_scores_gemma":[0.0005360117,0.00015751885,0.09316841,0.00020507311,0.00008458733,9.497857e-7,0.052880693,0.0000023515795,0.000008504823,0.00024390423,0.8524365,0.00027552273],"about_ca_topic_score_codex":0.036021557,"about_ca_topic_score_gemma":0.952828,"teacher_disagreement_score":0.91680646,"about_ca_system_score_codex":0.00043889158,"about_ca_system_score_gemma":0.00043380124,"threshold_uncertainty_score":0.97039765},"labels":[],"label_agreement":null},{"id":"W2183584266","doi":"","title":"The Making of the Meadowlands: How Ancaster's Fields Became Hamilton's Suburbs","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art history; Art","score_opus":0.010428895359295028,"score_gpt":0.18590270178739127,"score_spread":0.17547380642809624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183584266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05884995,0.0005682277,0.000054017895,0.000445106,0.00084438047,0.00035348328,0.00002473656,0.000025570635,0.93883455],"genre_scores_gemma":[0.25546473,0.00005588845,0.00004015628,0.00012572533,0.000040548195,0.0000011734048,0.000018069179,0.00002202253,0.7442317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986207,0.0001143363,0.00013491025,0.00033807248,0.0005274739,0.00026448915],"domain_scores_gemma":[0.9991671,0.000032740474,0.00033930704,0.0003938998,0.000011695432,0.000055298326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008578612,0.00025456926,0.00022450382,0.00002660694,0.00033034701,0.000016828659,0.00089186366,0.00019163107,0.011320067],"category_scores_gemma":[0.000006152091,0.00016532061,0.00019572573,0.00026813766,0.0010704526,0.00013438425,0.00025039926,0.00032245065,0.00008287785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009910028,0.000263129,0.018776255,0.00016666779,0.00036799355,0.0001407436,0.020298444,0.0012278372,0.0013579131,0.00028071416,0.19594619,0.7601831],"study_design_scores_gemma":[0.0002501268,0.00006364667,0.008985907,0.000076976365,0.00008204348,0.0000049801292,0.013781339,0.00004897402,0.00008242832,0.00006947167,0.97631466,0.00023941605],"about_ca_topic_score_codex":0.00015996359,"about_ca_topic_score_gemma":0.0029494788,"teacher_disagreement_score":0.7803685,"about_ca_system_score_codex":0.00041748563,"about_ca_system_score_gemma":0.000039835748,"threshold_uncertainty_score":0.98958373},"labels":[],"label_agreement":null},{"id":"W2185445836","doi":"","title":"Adult Phenotypic Plasticity in Thermogenesis: An Interpopulation Study using High and Low Altitude Deer Mice","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Phenotypic plasticity; Thermogenesis; Biology; Phenotype; Plasticity; Zoology; Evolutionary biology; Physiology; Ecology; Endocrinology; Genetics; Obesity; Gene; Physics","score_opus":0.021806997505731375,"score_gpt":0.26178458570918356,"score_spread":0.2399775882034522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185445836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035615,0.00022469086,0.00007181739,0.000008173615,0.0003013388,0.00076241384,0.000014958765,0.00004909809,0.008211387],"genre_scores_gemma":[0.9401491,0.00002264654,0.0004655256,0.000043999284,0.00015808048,0.000001602856,0.00018962483,0.000056613197,0.058912784],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99847585,0.00014642822,0.00027021344,0.00054669485,0.00029199992,0.000268834],"domain_scores_gemma":[0.9991366,0.000019690015,0.00019183064,0.00020626234,0.00023191396,0.00021366494],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077482495,0.00034933825,0.0005562298,0.00033639526,0.00007580689,0.000029165463,0.00015556267,0.00029898938,0.00290461],"category_scores_gemma":[0.000026280884,0.00036507254,0.00005205466,0.00031911922,0.000031171472,0.00029738614,0.00005609918,0.00031592202,0.000014175242],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012667259,0.0037611348,0.29248223,0.0018292629,0.0013616025,0.0019564927,0.04207529,0.0005246633,0.026150474,0.00080757414,0.00010198067,0.61628205],"study_design_scores_gemma":[0.0126134865,0.001128237,0.92286813,0.0013492113,0.004057794,0.00003495326,0.050053805,0.0025289156,0.0010930115,0.00017747095,0.0028720186,0.001222944],"about_ca_topic_score_codex":0.0026436627,"about_ca_topic_score_gemma":0.011543791,"teacher_disagreement_score":0.63038594,"about_ca_system_score_codex":0.00021251621,"about_ca_system_score_gemma":0.00015948604,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W2185524174","doi":"","title":"Henry Fielding's Whores","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Art history; Art","score_opus":0.02895707495932826,"score_gpt":0.2640934355134623,"score_spread":0.23513636055413406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185524174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009686297,0.00011418195,0.0000104122655,0.00010338486,0.0012249743,0.00017613395,0.000013855385,0.00012692888,0.9885438],"genre_scores_gemma":[0.024083965,0.000098515935,0.00012047274,0.00006756928,0.00033827501,5.8698583e-7,0.000092259594,0.000020554913,0.9751778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985976,0.00019173101,0.00012615016,0.0003347634,0.00040629946,0.00034342307],"domain_scores_gemma":[0.99924344,0.00004160414,0.00015295461,0.00017109718,0.00015702932,0.00023390139],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020341875,0.0002051635,0.0002493242,0.00007834993,0.00060087605,0.00006808332,0.0005112146,0.0006270271,0.13118474],"category_scores_gemma":[0.000036943802,0.00025365743,0.000191175,0.00035402173,0.00015183211,0.00029127268,0.00003265178,0.00039197787,0.00021572616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037193997,0.00012640169,0.00306511,0.00021910114,0.000256867,0.00032922058,0.18354267,0.000019466657,0.0000356141,0.05575372,0.53087157,0.2254083],"study_design_scores_gemma":[0.0001992225,0.000027306101,0.0002126577,0.00005181917,0.00006612668,1.9667529e-7,0.10516671,6.086297e-7,0.000009292086,0.0003272125,0.893675,0.00026379],"about_ca_topic_score_codex":0.0020890154,"about_ca_topic_score_gemma":0.011112583,"teacher_disagreement_score":0.36280346,"about_ca_system_score_codex":0.0005001497,"about_ca_system_score_gemma":0.00050220196,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2186543268","doi":"","title":"A LONGITUDINAL INVESTIGATION OF CIRCADIAN RHYTHMS AND SLEEP DISTURBANCES ACROSS THE PERINATAL PERIOD IN WOMEN AT LOW AND HIGH RISK OF POSTPARTUM DEPRESSION","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation","keywords":"Circadian rhythm; Perinatal period; Period (music); Depression (economics); Postpartum depression; Sleep (system call); Postpartum period; Longitudinal study; Medicine; Dark therapy; Psychiatry; Psychology; Pregnancy; Neuroscience; Biology","score_opus":0.010388880234486402,"score_gpt":0.23819628605575982,"score_spread":0.22780740582127343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186543268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504864,0.0024562215,7.1231455e-7,0.00005695903,0.00017098582,0.00040656005,0.00012294392,0.000009377066,0.0017276169],"genre_scores_gemma":[0.9790679,0.00053592306,0.000027020838,0.0000144379,0.000027103219,0.000004526895,0.00008608733,0.000016593103,0.020220358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884844,0.00010503132,0.00025695734,0.00031270814,0.00022945042,0.0002474435],"domain_scores_gemma":[0.99916846,0.00004311616,0.00035998906,0.00017495434,0.00007629252,0.00017721986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016316086,0.00020775216,0.00041111582,0.00008649099,0.00012411838,0.000013647809,0.00009988038,0.00018182727,0.00059814745],"category_scores_gemma":[0.00001919172,0.00016983935,0.000038861905,0.00017023367,0.00020498708,0.00013478538,0.000106156636,0.000266389,0.0000013768821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056831627,0.000042347776,0.9291605,0.009989735,0.00009299552,0.00013859036,0.025493281,0.000006496975,0.00011863786,0.000038139853,0.000006509499,0.029229615],"study_design_scores_gemma":[0.0018694686,0.00036167048,0.98294157,0.0058277487,0.00009482582,0.00004583707,0.006633712,0.000051247986,0.0014751924,0.000054337954,0.0004872473,0.00015715596],"about_ca_topic_score_codex":0.0009131603,"about_ca_topic_score_gemma":0.0017196316,"teacher_disagreement_score":0.05378107,"about_ca_system_score_codex":0.00017360743,"about_ca_system_score_gemma":0.00006858769,"threshold_uncertainty_score":0.69258475},"labels":[],"label_agreement":null},{"id":"W2188275696","doi":"","title":"Proportion and Apportionment: A Study in Homeric Values","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Apportionment; Statistics; Mathematics; Geography; Political science; Law","score_opus":0.02948110123178497,"score_gpt":0.28354652182311674,"score_spread":0.25406542059133175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188275696","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42481235,0.00014970553,0.0000041212215,0.000247529,0.00024405213,0.0008260884,0.0000043390924,0.00006635087,0.5736455],"genre_scores_gemma":[0.316437,0.00014432686,0.000024237788,0.000010042395,0.000054116426,0.0000033326396,0.0000249252,0.0000123895625,0.68328965],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99836725,0.00024463335,0.00019576882,0.0004091899,0.00051408075,0.00026906133],"domain_scores_gemma":[0.9994375,0.000031845662,0.00019679857,0.00010472691,0.00011097276,0.00011816167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034473205,0.00019102814,0.00032428632,0.00019546092,0.00029023038,0.000064601976,0.00019310643,0.00016897212,0.004502189],"category_scores_gemma":[0.000066857356,0.00020781478,0.000048928538,0.0006521547,0.00015720936,0.00024846604,0.00008756021,0.00021817634,0.000025478992],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034578188,0.0009019932,0.109350696,0.00014633492,0.0001693756,0.0002734374,0.13248406,0.000004829253,0.000016813468,0.0019656813,0.0021430352,0.7521979],"study_design_scores_gemma":[0.0009567993,0.0002248388,0.081538565,0.00010399302,0.00015724514,3.1804746e-7,0.5373475,0.000008907687,0.0000032564556,0.0011061478,0.37815475,0.00039769523],"about_ca_topic_score_codex":0.0018242715,"about_ca_topic_score_gemma":0.09280839,"teacher_disagreement_score":0.75180024,"about_ca_system_score_codex":0.0003440991,"about_ca_system_score_gemma":0.00019263531,"threshold_uncertainty_score":0.9964078},"labels":[],"label_agreement":null},{"id":"W2188488662","doi":"","title":"Apollo and the Mundus of Caere: An Interpretation of the Palm Tree Frescoes of the Hypogaeum of Clepsina","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University; McMaster University","keywords":"Fresco; Apollo; Palm; Interpretation (philosophy); Art; Archaeology; Geography; Geology; Art history; Computer science; Physics; Astronomy; Biology; Programming language; Painting","score_opus":0.018346425413508508,"score_gpt":0.2536642976927855,"score_spread":0.23531787227927697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188488662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5871658,0.00027072412,0.0000061852115,0.0007525335,0.0004191839,0.00052255887,0.00006678535,0.000009077423,0.4107872],"genre_scores_gemma":[0.86710435,0.000076732875,0.000022105596,0.000011568192,0.000023512504,5.374205e-7,0.0000044848653,0.000008116949,0.1327486],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982954,0.00060093706,0.000281502,0.00018186784,0.00050082384,0.00013942397],"domain_scores_gemma":[0.99829644,0.0002733483,0.00074572104,0.00029960577,0.0003478008,0.000037090245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033426256,0.00015070138,0.0004277961,0.00005478261,0.00020780183,0.000012604865,0.00081336225,0.00017439753,0.0004887327],"category_scores_gemma":[0.00025459088,0.000087064655,0.00020882089,0.0005519621,0.0016808271,0.00013154665,0.0002136213,0.00019194321,3.419827e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032836609,0.0004946977,0.037041415,0.0010983051,0.0009856552,0.0000027574695,0.3247993,0.00005911597,0.0022939662,0.112097405,0.0019325515,0.51591116],"study_design_scores_gemma":[0.004316968,0.00044972717,0.14255428,0.0017274577,0.0017987211,6.901511e-7,0.7559765,0.00030692035,0.0068814754,0.012133804,0.073269784,0.0005836566],"about_ca_topic_score_codex":0.0060397624,"about_ca_topic_score_gemma":0.18561064,"teacher_disagreement_score":0.5153275,"about_ca_system_score_codex":0.000058489124,"about_ca_system_score_gemma":0.00021179623,"threshold_uncertainty_score":0.91303545},"labels":[],"label_agreement":null},{"id":"W2189092689","doi":"","title":"Modelling the Formal Division of Legal Authority in Canadian Constitutionalism","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Constitutionalism; Division (mathematics); Law; Political science; Law and economics; Sociology; Mathematics","score_opus":0.03068214086792979,"score_gpt":0.257301192286838,"score_spread":0.22661905141890823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189092689","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023467282,0.00034417797,0.00013951879,0.0003122241,0.0005860728,0.00022755103,0.00006310858,0.000014437115,0.97484565],"genre_scores_gemma":[0.9006423,0.00008177075,0.000037354795,0.000023187033,0.00009560468,8.673789e-7,0.00006697079,0.0000044300205,0.099047534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870926,0.00012584962,0.00016932415,0.00019129406,0.00042785236,0.00037640773],"domain_scores_gemma":[0.99932414,0.00005141387,0.000115084265,0.000079386715,0.00026654053,0.00016345967],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042039872,0.00013834254,0.00021492924,0.00016157412,0.00083445647,0.000034701243,0.00036002405,0.00021368741,0.0028362744],"category_scores_gemma":[0.000043968157,0.00012785548,0.00008817615,0.00051077193,0.00046205346,0.0003324276,0.0000443151,0.00026846438,0.00001556394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053046162,0.000019965504,0.0016275123,0.00001297146,0.00003416408,0.000033945285,0.0048823887,0.0039595836,6.231824e-7,0.9739134,0.0003308217,0.0151316095],"study_design_scores_gemma":[0.00027682798,0.000015064552,0.0007844962,0.00013818494,0.00005063257,4.0205603e-7,0.03120301,0.0005493768,0.0000023871537,0.0108781755,0.9558949,0.00020656428],"about_ca_topic_score_codex":0.9365833,"about_ca_topic_score_gemma":0.9781771,"teacher_disagreement_score":0.96303517,"about_ca_system_score_codex":0.0005863492,"about_ca_system_score_gemma":0.0032748503,"threshold_uncertainty_score":0.99807525},"labels":[],"label_agreement":null},{"id":"W2190751360","doi":"","title":"THE EFFECTS OF SELF-EFFICACY, SELF-CONTROL STRENGTH AND NORMATIVE FEEDBACK ON EXERCISE PERFORMANCE","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Normative; Self-efficacy; Psychology; Self-control; Social psychology; Control (management); Computer science; Political science; Artificial intelligence; Law","score_opus":0.007081788790398764,"score_gpt":0.22167152019949274,"score_spread":0.214589731409094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190751360","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49102166,0.00034591512,0.0000044411827,0.00002103704,0.0011543734,0.00090154714,0.000019340096,0.00012848515,0.5064032],"genre_scores_gemma":[0.55568486,0.00043359696,0.00008335204,0.000068415284,0.000090853,0.000009751704,0.00011810207,0.000057073485,0.44345403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823725,0.0002179555,0.00033854292,0.0004758383,0.0003650449,0.00036539498],"domain_scores_gemma":[0.9981612,0.0004162849,0.0005590237,0.0004524412,0.00024118288,0.00016988289],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017133693,0.00042577085,0.00052056595,0.00017693632,0.00024925935,0.000043749136,0.00043765947,0.00039758088,0.006477056],"category_scores_gemma":[0.000024110952,0.00035927736,0.00012600921,0.0003725521,0.00008682586,0.0001687524,0.000041996784,0.00048511958,0.00013130666],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003091862,0.0013129931,0.008663192,0.00097259233,0.0010377239,0.00010017578,0.050804727,0.00001989008,0.000008843416,0.0030378883,0.012205843,0.91874427],"study_design_scores_gemma":[0.017752076,0.002106832,0.18090142,0.0015565236,0.0015360318,0.000010914768,0.054153297,0.00011426669,0.00036141073,0.00008307357,0.7398782,0.0015459941],"about_ca_topic_score_codex":0.000038885508,"about_ca_topic_score_gemma":0.000063823405,"teacher_disagreement_score":0.9171983,"about_ca_system_score_codex":0.00013052559,"about_ca_system_score_gemma":0.00010839934,"threshold_uncertainty_score":0.9998859},"labels":[],"label_agreement":null},{"id":"W2192337740","doi":"","title":"Glycerin Suppositories Used Prophylactically in Premature infants (SUPP): A pilot study for a multicentre randomized controlled trial","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Randomized controlled trial; Internal medicine","score_opus":0.033498895193543134,"score_gpt":0.332557008247315,"score_spread":0.29905811305377183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192337740","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78166187,0.0009813354,0.000024842348,0.00025322003,0.0023412234,0.12258157,0.00010291884,0.00019961024,0.091853395],"genre_scores_gemma":[0.40348163,0.00004444871,0.00048751352,0.00008190677,0.0006465381,0.00091319793,0.00037393687,0.00018213782,0.5937887],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99472076,0.0012522141,0.0010177165,0.0009048763,0.0013114439,0.00079300767],"domain_scores_gemma":[0.9959324,0.0014806495,0.0005402396,0.0005220274,0.0009697112,0.00055497856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012538927,0.0006591935,0.0035597177,0.00068230694,0.00014189704,0.00010417756,0.00043831175,0.0004877497,0.004686215],"category_scores_gemma":[0.002418218,0.0005515051,0.00044234266,0.0007065999,0.00011224896,0.000255166,0.00010344891,0.0011484532,0.0000316807],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9744171,0.0029407644,0.00019590501,0.0020283742,0.0007815984,0.0008552909,0.002684437,0.0000027788087,0.0002231651,0.00005536567,0.000115297604,0.015699957],"study_design_scores_gemma":[0.9514995,0.012015441,0.00012864653,0.0004944679,0.0011294512,0.0000037013658,0.0075363996,0.00015885978,0.00006919936,0.000029394798,0.026517337,0.00041759608],"about_ca_topic_score_codex":0.0003214197,"about_ca_topic_score_gemma":0.0061795292,"teacher_disagreement_score":0.5019353,"about_ca_system_score_codex":0.0007687332,"about_ca_system_score_gemma":0.0026895425,"threshold_uncertainty_score":0.99969363},"labels":[],"label_agreement":null},{"id":"W2194647147","doi":"","title":"Resistance in Disguise: Understanding the Effect of Chinese Serialized Internet Fiction on Democratization and Development of Civil Society","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Democratization; Resistance (ecology); The Internet; Political science; Media studies; Sociology; Computer science; World Wide Web; Law; Democracy","score_opus":0.029458061776889897,"score_gpt":0.2556081001470746,"score_spread":0.2261500383701847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194647147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81153315,0.00004051536,0.0025670957,0.00019820906,0.00028473046,0.00026521785,0.0000031272039,0.000016629027,0.18509135],"genre_scores_gemma":[0.99298143,0.000010536829,0.00016138107,0.000010803912,0.000033401775,5.055928e-7,0.000002080803,0.000003735197,0.0067961444],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992701,0.00025705097,0.00010556399,0.00008806849,0.00017305561,0.000106207444],"domain_scores_gemma":[0.9995864,0.00020055109,0.00008979012,0.00004796809,0.000029384297,0.00004588412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002373267,0.000063895895,0.00012330909,0.000029737146,0.000095626165,0.000012223691,0.000097176744,0.00006282339,0.00035670632],"category_scores_gemma":[0.00009779721,0.00005125283,0.000025723259,0.00030479542,0.00016531267,0.00008378608,0.00003274844,0.000054904416,5.7944777e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085770484,0.000050820163,0.49675888,0.00016183741,0.0000843201,0.000003899731,0.46104127,0.000063433545,0.00022657317,0.030721582,0.0011197281,0.008909954],"study_design_scores_gemma":[0.012956365,0.00068489986,0.026836226,0.00081733806,0.0001470303,4.6053708e-7,0.65191585,0.0004980982,0.005013081,0.012426066,0.2878939,0.0008106915],"about_ca_topic_score_codex":0.00024985764,"about_ca_topic_score_gemma":0.009876997,"teacher_disagreement_score":0.46992266,"about_ca_system_score_codex":0.00028889094,"about_ca_system_score_gemma":0.00009973022,"threshold_uncertainty_score":0.5511596},"labels":[],"label_agreement":null},{"id":"W2195572865","doi":"","title":"From Victimization to Transnationalism: A Study of Vietnamese Diaspora Intellectuals in North America","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transnationalism; Diaspora; Vietnamese; Gender studies; Political science; Anthropology; History; Sociology; Geography; Linguistics; Philosophy; Politics; Law","score_opus":0.016249616778237573,"score_gpt":0.2546691430536011,"score_spread":0.23841952627536353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195572865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7272982,0.00010412889,0.00023477677,0.00012673186,0.00042835352,0.0009520031,0.000107201384,0.000060184593,0.27068838],"genre_scores_gemma":[0.7997196,0.00009829606,0.00054882513,0.00011779939,0.00016406913,0.000007998186,0.00057505013,0.000045035784,0.19872335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785674,0.00046081413,0.00030269354,0.00047544658,0.0006571223,0.00024718352],"domain_scores_gemma":[0.99887514,0.00011322498,0.00031985468,0.00019804966,0.0003061353,0.00018757925],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001676087,0.00023408057,0.0004901467,0.00029506916,0.0002036707,0.00002879812,0.00051242014,0.00018436533,0.021916164],"category_scores_gemma":[0.000079430276,0.00029171433,0.000117616575,0.0020506915,0.00013917293,0.00023627526,0.000027873499,0.00023706481,0.00003365573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027752575,0.00046490526,0.0033547683,0.000018012877,0.0000920578,0.000019154566,0.91791356,0.0009726389,0.0000115151915,0.00003500643,0.002542818,0.07429807],"study_design_scores_gemma":[0.0005895273,0.00015088629,0.0033137521,0.000029820781,0.000079625985,2.1596051e-8,0.7516176,0.000032943335,0.0000019331192,0.000026132884,0.24390091,0.00025685923],"about_ca_topic_score_codex":0.026842294,"about_ca_topic_score_gemma":0.22572917,"teacher_disagreement_score":0.24135809,"about_ca_system_score_codex":0.000661395,"about_ca_system_score_gemma":0.0005688141,"threshold_uncertainty_score":0.9999535},"labels":[],"label_agreement":null},{"id":"W2196006599","doi":"","title":"A Comparison of Higher versus Lower Dietary Protein Intake on Glomerular Filtration Rate in Healthy Adults: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Renal function; Meta-analysis; Medicine; MEDLINE; Systematic review; Randomized controlled trial; Crossover study; Internal medicine; Inclusion and exclusion criteria; Placebo; Chemistry; Pathology","score_opus":0.12835435984409516,"score_gpt":0.34992357733122464,"score_spread":0.2215692174871295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196006599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000074449435,0.97890544,0.000012461349,0.0002713458,0.00008621073,0.0053492337,0.00006714969,0.000029852392,0.015270851],"genre_scores_gemma":[0.00008221976,0.9896737,0.00026383027,0.00036272305,0.000019320541,0.00004762742,0.00018256411,0.000036783,0.009331287],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9962622,0.0010085256,0.0012942947,0.0006691485,0.00042864712,0.00033717055],"domain_scores_gemma":[0.99760413,0.00011314384,0.0012027756,0.0005993562,0.00019119363,0.0002893698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006886777,0.00056543143,0.008636352,0.0005965852,0.000053773892,0.000015354502,0.0002287413,0.0003315801,0.0080831405],"category_scores_gemma":[0.000047013265,0.0004286529,0.00095437164,0.002014939,0.00006929459,0.00011258722,0.00008522173,0.00056644424,0.000050576054],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009716524,0.00029731178,0.000011632019,0.9525718,0.03101039,0.00008719259,0.0001718769,7.904285e-7,5.0220233e-8,0.00043199732,0.00017858304,0.014266716],"study_design_scores_gemma":[0.002360749,0.0019097897,0.000015545293,0.10549334,0.58792067,0.000002757954,0.0002983558,0.00001174134,2.3980522e-7,0.000009385027,0.30147356,0.00050386466],"about_ca_topic_score_codex":0.00013172375,"about_ca_topic_score_gemma":0.00044508712,"teacher_disagreement_score":0.84707844,"about_ca_system_score_codex":0.0005305269,"about_ca_system_score_gemma":0.00051605643,"threshold_uncertainty_score":0.99981654},"labels":[],"label_agreement":null},{"id":"W2196050762","doi":"","title":"Hydrostratigraphy of the Paris Moraine in the Guelph Area, Ontario, Canada","year":2015,"lang":"en","type":"dataset","venue":"MacSphere (McMaster University)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; McGill University","keywords":"Moraine; Geography; Archaeology; Physical geography; Glacier","score_opus":0.01750477401243686,"score_gpt":0.16707034024917328,"score_spread":0.14956556623673642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196050762","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008256575,0.00032457837,0.0000043625273,0.000642142,0.00026622423,0.0002296159,0.9080548,0.0000071265117,0.08221454],"genre_scores_gemma":[0.20179453,0.000096101074,0.000054100525,0.0009684408,0.00009082267,2.3215257e-7,0.7209499,0.000004300224,0.07604156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857914,0.00021846972,0.00020080597,0.00028151946,0.0004622669,0.00025779015],"domain_scores_gemma":[0.99916005,0.00008483975,0.00017748073,0.0004503828,0.000046504694,0.0000807144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019113389,0.0002103637,0.00030927482,0.0000762966,0.00011020496,0.000028951998,0.0011667795,0.00015186824,0.08345667],"category_scores_gemma":[0.000016564602,0.000119368764,0.00013867048,0.0007298527,0.00010769033,0.0000552724,0.000050416667,0.00048859906,0.000013061724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000190127,0.00001660343,0.07963637,0.000013214351,0.0000414088,0.00007974505,0.00007472656,0.010119893,4.4852108e-8,0.0000011585668,0.9079505,0.0020472961],"study_design_scores_gemma":[0.00017198632,0.00004328173,0.034904663,0.00003026179,0.0001130796,0.0000029504445,0.0007229818,0.0004891823,2.5001268e-7,0.000048610553,0.9633202,0.00015255013],"about_ca_topic_score_codex":0.9954837,"about_ca_topic_score_gemma":0.9998157,"teacher_disagreement_score":0.19353797,"about_ca_system_score_codex":0.00002853453,"about_ca_system_score_gemma":0.0005578493,"threshold_uncertainty_score":0.91738117},"labels":[],"label_agreement":null},{"id":"W2198120592","doi":"","title":"Citizen Brief: Mobilisation des collectivités dans l'établissement des priorités pour les soins à domicile et les soins communautaires dans le Nord-Est de l'Ontario","year":2015,"lang":"fr","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.06632138027340174,"score_gpt":0.27556902264553995,"score_spread":0.20924764237213822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198120592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64256954,0.0006276889,0.0075421478,0.001962877,0.00033245707,0.00037401993,0.00006254916,0.00008808916,0.3464406],"genre_scores_gemma":[0.5109413,0.00023157486,0.0020862871,0.00007585475,0.0001496685,0.0000033990789,0.0000067193428,0.000024723151,0.4864804],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961718,0.0012379732,0.00032151662,0.00060520344,0.00067249255,0.0009910298],"domain_scores_gemma":[0.99823964,0.00035947125,0.00032732732,0.00030301462,0.0002653821,0.00050516246],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0010991269,0.0004035847,0.00043273772,0.00009280416,0.002711169,0.00037306332,0.0010143179,0.0003777344,0.0069753295],"category_scores_gemma":[0.0001836232,0.00047422532,0.00023553138,0.0014236734,0.003007015,0.0015018751,0.00040263825,0.00046467877,0.000033801243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001538562,0.0006037909,0.49096772,0.00006738956,0.00012595707,0.00011828297,0.31465346,0.0017326347,0.0006139205,0.053384133,0.003664772,0.13391408],"study_design_scores_gemma":[0.002071293,0.00032210533,0.22287615,0.00032176622,0.00015395458,0.000012257833,0.37677735,0.0005273863,0.0004957917,0.006878251,0.38884792,0.0007157705],"about_ca_topic_score_codex":0.92366445,"about_ca_topic_score_gemma":0.9910188,"teacher_disagreement_score":0.38518316,"about_ca_system_score_codex":0.004465468,"about_ca_system_score_gemma":0.006388345,"threshold_uncertainty_score":0.99977094},"labels":[],"label_agreement":null},{"id":"W2206165187","doi":"","title":"ASSESSMENT OF INTERFACIAL ADHESION IN POLYMER LAMINATED SHEET METALS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Adhesion; Materials science; Polymer; Composite material; Sheet metal","score_opus":0.01803250150034767,"score_gpt":0.25043281430950753,"score_spread":0.23240031280915988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206165187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6050017,0.0009982996,0.000015493099,0.0000158989,0.00062226376,0.00024837404,0.0000780104,0.00004380245,0.39297616],"genre_scores_gemma":[0.6326376,0.000025866702,0.00016898174,0.000013028138,0.000028463897,0.0000014809096,0.00013834382,0.000027333499,0.3669589],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982637,0.00023513124,0.00037541302,0.00043332102,0.0003779377,0.000314455],"domain_scores_gemma":[0.9991521,0.000031920972,0.0003348042,0.0002498339,0.00013359809,0.00009772424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021384057,0.00031531978,0.0005878989,0.00033282436,0.000054872824,0.000050787676,0.00055555796,0.00028809378,0.052655585],"category_scores_gemma":[0.000008103195,0.00030180888,0.00012299027,0.00042657543,0.00006702044,0.000308211,0.0001486439,0.00021793362,0.00005905623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007846357,0.00024327928,0.0013983124,0.00036932484,0.00007226233,0.00010107009,0.0017127629,0.00003343279,0.9043722,0.00049630116,0.0003710673,0.09004532],"study_design_scores_gemma":[0.0018210667,0.00045535152,0.005456539,0.0007700926,0.0002392994,0.00000353251,0.004867656,0.00022500442,0.95477873,0.00006423276,0.030568948,0.0007495395],"about_ca_topic_score_codex":0.0012678015,"about_ca_topic_score_gemma":0.001318313,"teacher_disagreement_score":0.089295775,"about_ca_system_score_codex":0.00020550513,"about_ca_system_score_gemma":0.0002791099,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W2213673639","doi":"","title":"SAFER WALKING ROUTES TO SCHOOL: APPLIED AND METHODOLOGICAL GEOGRAPHIES OF CHILD PEDESTRIAN INJURY","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Federal Highway Administration; University of Oxford; U.S. Department of Transportation","keywords":"SAFER; Pedestrian; Psychology; Transport engineering; Engineering; Computer science; Computer security","score_opus":0.03450443443138194,"score_gpt":0.2905399131555257,"score_spread":0.25603547872414373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213673639","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3411871,0.00019248828,0.000046328532,0.00013630018,0.00017438694,0.00040560265,0.000027501465,0.00007071202,0.6577596],"genre_scores_gemma":[0.81108606,0.00018875518,0.0020740987,0.00011036782,0.00025190835,0.0000028020993,0.00015170783,0.00003145579,0.18610287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982809,0.00024583892,0.00025442714,0.000509849,0.00039019575,0.00031878465],"domain_scores_gemma":[0.9990054,0.00010575407,0.00021426834,0.00019286408,0.00015810091,0.00032366242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005925087,0.00025441317,0.0005062595,0.0003023137,0.00034817893,0.000077247976,0.00048069644,0.00042037008,0.013102993],"category_scores_gemma":[0.000105837906,0.00025793054,0.0001306551,0.00092716137,0.00022336506,0.00023665029,0.000067283436,0.00033484257,0.000009680852],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025638484,0.00020476965,0.2533984,0.0004594836,0.000303037,0.00003615712,0.019557118,0.0000057675566,0.0003333582,0.008004274,0.0018049577,0.71332884],"study_design_scores_gemma":[0.0009451412,0.00017034254,0.3620134,0.00028975977,0.00045231223,2.1786063e-7,0.07200473,8.619409e-7,0.0003576839,0.0044673868,0.55839646,0.00090168533],"about_ca_topic_score_codex":0.0020352774,"about_ca_topic_score_gemma":0.015704354,"teacher_disagreement_score":0.71242714,"about_ca_system_score_codex":0.00007518389,"about_ca_system_score_gemma":0.00017092269,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W2215574653","doi":"","title":"CONTINUOUS MISSING PARTICIPANT DATA IN RANDOMIZED CONTROLLED TRIALS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Missing data; Randomized controlled trial; Psychology; Medicine; Statistics; Mathematics; Internal medicine","score_opus":0.08038496187836154,"score_gpt":0.3027176385456857,"score_spread":0.22233267666732415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215574653","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034692509,0.006356701,0.05687404,0.0023049107,0.0026687281,0.009334453,0.00010320715,0.0005305196,0.9183582],"genre_scores_gemma":[0.058091488,0.00042982106,0.008924558,0.0002736924,0.0004094559,0.00005550238,0.0010263106,0.00006936665,0.9307198],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99581224,0.0015684199,0.0010436418,0.00080849294,0.00036844585,0.00039874326],"domain_scores_gemma":[0.99591285,0.0016046712,0.0010402554,0.001105075,0.00015286855,0.00018430834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036508017,0.00036450208,0.003846433,0.00024218789,0.00010937984,0.00032013794,0.0022796455,0.00023884296,0.0026149922],"category_scores_gemma":[0.0007016642,0.00029592693,0.0004351494,0.0006639229,0.000051737374,0.0005333186,0.00036492446,0.0003438113,0.00004005021],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.047962792,0.00024953127,0.000023929,0.000085839936,0.0009311772,0.00030773616,0.0014184193,0.00030910087,0.00019591146,0.02325567,0.007813931,0.91744596],"study_design_scores_gemma":[0.5106508,0.00007018986,0.00004338351,0.0007950391,0.0023646129,0.0000073886904,0.0021882434,0.12742607,0.00008091211,0.007384163,0.3477055,0.0012836735],"about_ca_topic_score_codex":0.00019391498,"about_ca_topic_score_gemma":0.00082127796,"teacher_disagreement_score":0.9161623,"about_ca_system_score_codex":0.00006378164,"about_ca_system_score_gemma":0.00031996742,"threshold_uncertainty_score":0.9999493},"labels":[],"label_agreement":null},{"id":"W2216770183","doi":"","title":"Efficacy of web-based tailored health communication for behavioural modification in sun safety: A comparative study of tailored and response independent information delivery","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Web application; Medicine; Computer science; World Wide Web","score_opus":0.0722015059468444,"score_gpt":0.3288119419256601,"score_spread":0.2566104359788157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216770183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924583,0.00010534184,0.00011245403,0.00008353053,0.00016071358,0.00200921,0.00014586288,0.000018799417,0.004905809],"genre_scores_gemma":[0.9929429,0.000012032948,0.00019597712,0.000014524375,0.0000061548494,0.000017956261,0.0019826721,0.000009732687,0.004818005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978852,0.0007254081,0.00062162714,0.0002826707,0.00028746383,0.00019762534],"domain_scores_gemma":[0.99777365,0.0003147388,0.0010993807,0.00031236227,0.00040876208,0.00009112535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007673453,0.00021398684,0.00047113426,0.0006173989,0.00011777804,0.00002103835,0.0003490288,0.00021068158,0.0006797063],"category_scores_gemma":[0.000035712786,0.00023868721,0.00005693051,0.0005692639,0.000078029065,0.0004069646,0.000032442877,0.00022410705,0.0000057046423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.21699557,0.0061640996,0.099008426,0.00065464963,0.0003422494,0.000005495731,0.49292243,0.0021499086,0.0012911957,0.002204903,0.0017964055,0.17646469],"study_design_scores_gemma":[0.008998839,0.0018485792,0.69710296,0.00020181538,0.000111834175,0.0000010329766,0.28801972,0.0014166755,0.000051702085,0.000028929364,0.0019531453,0.00026480627],"about_ca_topic_score_codex":0.0027390842,"about_ca_topic_score_gemma":0.008365394,"teacher_disagreement_score":0.5980945,"about_ca_system_score_codex":0.00030489065,"about_ca_system_score_gemma":0.0005755527,"threshold_uncertainty_score":0.9733382},"labels":[],"label_agreement":null},{"id":"W2220331629","doi":"","title":"Uterine Brain-derived Neurotrophic Factor and Endometriosis","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Endometriosis; Brain-derived neurotrophic factor; Neuroscience; Neurotrophic factors; Medicine; Psychology; Internal medicine; Receptor","score_opus":0.029616255590063017,"score_gpt":0.2817201432155645,"score_spread":0.25210388762550145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220331629","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55794036,0.0016601937,0.000017931468,0.0005450237,0.0002987658,0.0014258049,0.00016584068,0.00015627296,0.43778977],"genre_scores_gemma":[0.23527806,0.001852847,0.00036199833,0.00021173651,0.00012462573,0.0000066307366,0.0005124323,0.000087194756,0.7615645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791664,0.00012567911,0.00022353734,0.00064092193,0.0006167158,0.00047649338],"domain_scores_gemma":[0.9980493,0.00047872216,0.00015537367,0.00035783512,0.00028894917,0.0006698246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006789197,0.00045372843,0.0007362058,0.0010467046,0.00011329467,0.00006999624,0.00019774697,0.00028965186,0.038311254],"category_scores_gemma":[0.00074999453,0.000426003,0.00021083091,0.0011632721,0.00007109528,0.00016013214,0.0001260214,0.0004919549,0.000116707495],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041286503,0.00049017306,0.00427151,0.001234529,0.001330433,0.0038889318,0.00060059136,9.464199e-7,0.012502457,0.00008560599,0.0026671754,0.968799],"study_design_scores_gemma":[0.010664123,0.0020850766,0.022582168,0.00030671977,0.00041276176,0.000087239954,0.001056465,0.000017284288,0.0032463726,0.000029400817,0.9589846,0.0005277953],"about_ca_topic_score_codex":0.00016419023,"about_ca_topic_score_gemma":0.00024858597,"teacher_disagreement_score":0.9682712,"about_ca_system_score_codex":0.00034237865,"about_ca_system_score_gemma":0.0002699607,"threshold_uncertainty_score":0.99981916},"labels":[],"label_agreement":null},{"id":"W2238832878","doi":"","title":"ADVANCED THERMAL MANAGEMENT FOR A SWITCHED RELUCTANCE MACHINE","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Switched reluctance motor; Thermal management of electronic devices and systems; Engineering; Automotive engineering; Mechanical engineering; Computer science; Rotor (electric)","score_opus":0.007627928819212511,"score_gpt":0.19719366606594985,"score_spread":0.18956573724673734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238832878","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046420516,0.0017045195,0.008486664,0.000050198647,0.0009705612,0.0010807625,0.0001873116,0.00045987262,0.98241806],"genre_scores_gemma":[0.05371293,0.0014696768,0.002877416,0.000028723773,0.00012948914,0.000044562385,0.00020733252,0.00020327482,0.9413266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998788,0.000020711386,0.00019428569,0.00041821733,0.00016375227,0.0004150349],"domain_scores_gemma":[0.9995105,0.000050282273,0.000042512238,0.0002572306,0.00006177348,0.00007769455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035534984,0.00044202918,0.0004076836,0.00016896776,0.0001393523,0.000020249447,0.000351489,0.00018149159,0.0061871936],"category_scores_gemma":[0.000002746132,0.00043869345,0.00018517883,0.00024137931,0.00002643975,0.00019010525,0.000023586688,0.00017911852,0.000058063728],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069978816,0.000033739445,0.00012817132,0.0016989228,0.0011220006,0.00008399613,0.0010103524,0.0005683821,0.003630211,0.0025722636,0.0007925676,0.98765963],"study_design_scores_gemma":[0.0048727687,0.00013572941,0.004119341,0.00079924334,0.0004925661,0.0000011910076,0.0023095794,0.00056709186,0.005489377,0.0002297287,0.9796456,0.0013377662],"about_ca_topic_score_codex":0.0000044896706,"about_ca_topic_score_gemma":0.00027431047,"teacher_disagreement_score":0.98632187,"about_ca_system_score_codex":0.00026258559,"about_ca_system_score_gemma":0.0000139438225,"threshold_uncertainty_score":0.99980646},"labels":[],"label_agreement":null},{"id":"W2248879593","doi":"","title":"Building Great Lakes Resiliency to Eutrophication: Lessons to inform adaptive governance of the nearshore areas of the Laurentian Great Lakes.","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"New York Sea Grant, State University of New York; Natural Sciences and Engineering Research Council of Canada; Michigan Sea Grant, University of Michigan","keywords":"Eutrophication; Corporate governance; Geography; Environmental planning; Environmental resource management; Oceanography; Environmental science; Ecology; Geology; Business; Biology","score_opus":0.02223612301461668,"score_gpt":0.255235602138078,"score_spread":0.2329994791234613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248879593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20572016,0.0001317134,0.00012954074,0.005574152,0.00075868145,0.0019109531,0.00022955328,0.00006097901,0.78548425],"genre_scores_gemma":[0.4608541,0.000016518554,0.00023955159,0.00007642874,0.000075084776,0.00000544685,0.00001942492,0.000029897721,0.53868353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760896,0.00022083716,0.00029681608,0.0004263621,0.0010694076,0.00037761815],"domain_scores_gemma":[0.9983744,0.00003487332,0.00041832545,0.0006351373,0.00036471765,0.00017253865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022550288,0.0002883422,0.00035321037,0.00012121366,0.00059902546,0.00008351248,0.002006861,0.00020001183,0.0040971134],"category_scores_gemma":[0.000055153116,0.00022757654,0.0002425434,0.0019020372,0.00029006318,0.00023126598,0.0002892916,0.00027451103,0.000016776874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019140966,0.00029609486,0.023300286,0.0007958503,0.00083150767,0.000043295015,0.26132455,0.005829977,0.0005325718,0.25996885,0.020593682,0.42456925],"study_design_scores_gemma":[0.0003377778,0.0000765093,0.032524705,0.00059545675,0.0002046157,4.0608214e-7,0.020795893,0.000006722588,0.00029555638,0.00035827345,0.94451874,0.00028533014],"about_ca_topic_score_codex":0.0030221855,"about_ca_topic_score_gemma":0.17099763,"teacher_disagreement_score":0.9239251,"about_ca_system_score_codex":0.00048408585,"about_ca_system_score_gemma":0.00040215804,"threshold_uncertainty_score":0.9968133},"labels":[],"label_agreement":null},{"id":"W2269867314","doi":"10.1080/14399776.2014.981134","title":"Robust fault diagnosis of an electro-hydrostatic actuator using the Novel dynamic second-order SVSF and IMM strategy","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Control theory (sociology); Actuator; Robustness (evolution); State variable; Fault detection and isolation; Engineering; Hydrostatic equilibrium; Filter (signal processing); Computer science; Physics; Artificial intelligence; Control (management)","score_opus":0.010339904431116298,"score_gpt":0.18857746734488712,"score_spread":0.17823756291377083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269867314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94482183,0.00008204291,0.033935297,0.000025426281,0.00014624315,0.00024520184,0.000021303505,0.000120889854,0.020601751],"genre_scores_gemma":[0.99324024,0.000010919334,0.00037609658,0.000028000513,0.000025540543,0.0000015233727,0.0000031125269,0.000029138815,0.0062854425],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923414,0.00006523882,0.00015687941,0.00019464798,0.00011216842,0.00023691694],"domain_scores_gemma":[0.99955064,0.000057929956,0.000062100065,0.000202568,0.00004215562,0.00008460747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000820345,0.00017825192,0.00021666852,0.00008346212,0.00010334846,0.000053614396,0.00017744146,0.00009048898,0.0033661216],"category_scores_gemma":[0.000007238784,0.00016008453,0.000049127677,0.00031301644,0.00005547099,0.00024492468,0.000029831002,0.000155917,0.000004548214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017010953,0.00016517329,0.0015679274,0.0005355654,0.00062174426,0.000022167216,0.001649601,0.46660262,0.15077952,0.0012412261,0.000107532374,0.3765368],"study_design_scores_gemma":[0.0011387453,0.000122757,0.00053166226,0.000032959946,0.00007007981,0.000016810558,0.0017043697,0.9724663,0.0016356093,0.000019118748,0.02202929,0.00023232143],"about_ca_topic_score_codex":0.00014778438,"about_ca_topic_score_gemma":0.00097429554,"teacher_disagreement_score":0.50586367,"about_ca_system_score_codex":0.000080958525,"about_ca_system_score_gemma":0.000017964858,"threshold_uncertainty_score":0.99754494},"labels":[],"label_agreement":null},{"id":"W2278427710","doi":"","title":"Offshore Drilling: An Emerging Issue in Arctic Food Security, a review","year":2016,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Food security; Arctic; Submarine pipeline; The arctic; Drilling; Offshore drilling; Environmental planning; Engineering; Business; Petroleum engineering; Geography; Oceanography; Geology; Ecology; Biology; Mechanical engineering; Agriculture","score_opus":0.06858737270353325,"score_gpt":0.35740206229859567,"score_spread":0.2888146895950624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278427710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022768197,0.7647284,0.000010959224,0.00027935504,0.0006862374,0.0023991389,0.00006694268,0.00007539246,0.23175128],"genre_scores_gemma":[0.0000056371928,0.878123,0.000039777085,0.00053974474,0.00046937782,0.000033027485,0.00005445868,0.00008534579,0.12064965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468523,0.0016121597,0.00093798037,0.000857118,0.00021456262,0.001692961],"domain_scores_gemma":[0.9978223,0.00034683954,0.0007184984,0.00066087575,0.00020960937,0.00024189102],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007157127,0.0006438549,0.002626887,0.0003690132,0.0014926031,0.000009428008,0.00083710975,0.00075525907,0.14334905],"category_scores_gemma":[0.00007033644,0.0005331629,0.0004350736,0.0009406669,0.00008622028,0.00020620794,0.0010170833,0.0013919022,0.0017675653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015185376,0.000077133,0.00026176544,0.101595394,0.00021696635,0.00016295453,0.004287025,1.1682683e-7,6.3744032e-9,0.0010467853,0.002818685,0.88951796],"study_design_scores_gemma":[0.00044647197,0.00021506865,0.0000032974663,0.09118819,0.0004904868,0.000007993715,0.0049749822,9.078142e-7,5.6166978e-9,0.00008126682,0.90208167,0.0005096588],"about_ca_topic_score_codex":0.00056373666,"about_ca_topic_score_gemma":0.03647056,"teacher_disagreement_score":0.89926296,"about_ca_system_score_codex":0.0015994614,"about_ca_system_score_gemma":0.0008036436,"threshold_uncertainty_score":0.9998073},"labels":[],"label_agreement":null},{"id":"W2289974458","doi":"","title":"Truck Freight Generators & Attractors in the Province of Ontario","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Transport engineering; Business; Engineering; Automotive engineering","score_opus":0.013574806828744096,"score_gpt":0.20342065997161815,"score_spread":0.18984585314287405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289974458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33111525,0.0000065778463,0.0019476243,0.00018362948,0.00009243523,0.00012914033,0.0000027423569,0.000023815744,0.6664988],"genre_scores_gemma":[0.87949234,0.0000032439339,0.0008352233,0.00007116515,0.000029789382,2.1899079e-7,0.0000062575014,0.000003775845,0.11955796],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933046,0.0001587966,0.00009454919,0.00011648574,0.00017458468,0.0001251396],"domain_scores_gemma":[0.9997269,0.000055514698,0.00007029426,0.00008239702,0.000031397965,0.00003349608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020201692,0.00005876104,0.00008063595,0.000056417477,0.00013732704,0.00002041273,0.00022635942,0.000060146824,0.007191011],"category_scores_gemma":[0.000010298174,0.000051566964,0.00003305705,0.00031225695,0.000084678584,0.00018086271,0.0000056326894,0.00009138133,0.000005637064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046108707,0.00008338082,0.839143,0.000014130576,0.000013836227,0.000023772905,0.054677207,0.005184395,0.000016450946,0.058367398,0.00047496535,0.04195536],"study_design_scores_gemma":[0.0003734038,0.00003396984,0.121873505,0.000017886628,0.000017627844,1.5818821e-7,0.004767116,0.00006785725,0.000048027356,0.000101538666,0.87259513,0.000103775616],"about_ca_topic_score_codex":0.025433417,"about_ca_topic_score_gemma":0.47743407,"teacher_disagreement_score":0.87212014,"about_ca_system_score_codex":0.000112502734,"about_ca_system_score_gemma":0.0002260321,"threshold_uncertainty_score":0.99371654},"labels":[],"label_agreement":null},{"id":"W2297009444","doi":"","title":"Panel Summary: Exploring Models for Pharmacist Prescribing in Ontario","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Pharmacist; Pharmacy; Business; Medicine; Nursing","score_opus":0.4546626941816139,"score_gpt":0.33257168644914176,"score_spread":0.12209100773247217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297009444","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2272655,0.00013799552,0.003660042,0.0005569468,0.0005472239,0.0010831883,0.0000129354175,0.000103736216,0.76663244],"genre_scores_gemma":[0.6795429,0.000037579382,0.0023093703,0.0005544042,0.000079326026,0.000007350334,0.00002704623,0.000031202995,0.31741083],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897105,0.00004773563,0.00016673311,0.00028322297,0.00019879061,0.00033249924],"domain_scores_gemma":[0.9993162,0.00009995281,0.000061544735,0.0001464226,0.000068689595,0.00030715455],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015808726,0.00015853382,0.00025417047,0.000118861244,0.00005139381,0.000024844285,0.00013776537,0.00005734449,0.0036130303],"category_scores_gemma":[0.000027197311,0.00016202347,0.00009343581,0.00020364935,0.000031902593,0.00091560755,0.000111982,0.00029710354,0.000024175037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015379454,0.0011040745,0.73232496,0.00048759926,0.00042201614,0.0011711784,0.010583716,0.0066281026,0.0006866789,0.004296088,0.004745923,0.22217019],"study_design_scores_gemma":[0.009347292,0.00022792903,0.0009359939,0.0001232898,0.00019494304,0.00001260979,0.0019961356,0.027422462,0.00037296908,0.000252693,0.9588637,0.0002499787],"about_ca_topic_score_codex":0.0046437313,"about_ca_topic_score_gemma":0.008343766,"teacher_disagreement_score":0.9541178,"about_ca_system_score_codex":0.0005029738,"about_ca_system_score_gemma":0.00017855516,"threshold_uncertainty_score":0.9972978},"labels":[],"label_agreement":null},{"id":"W2297800213","doi":"","title":"The Green Publicity State: Sustainability, Austerity, and the 'Green Economy' in Michigan and Ontario, 2007-2012","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"International Labour Organization; McMaster University; Ontario Power Authority; European Commission; Michigan Economic Development Corporation; H2020 European Research Council; National Aeronautics and Space Administration","keywords":"Austerity; Sustainability; Publicity; State (computer science); Green economy; Political science; Economy; Economics; Sustainable development; Law","score_opus":0.008748446396482921,"score_gpt":0.2045857158721881,"score_spread":0.19583726947570518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297800213","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5526705,0.0002822444,0.0000060009015,0.005648786,0.00035361023,0.0014242377,0.000018903598,0.000063236694,0.43953252],"genre_scores_gemma":[0.45321983,0.00005930315,0.0000026119285,0.0003861573,0.0003062246,0.0000051498037,0.000052084182,0.00003652773,0.5459321],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997971,0.00014805405,0.00036792125,0.00059576234,0.00022295042,0.000694304],"domain_scores_gemma":[0.9986038,0.0001944352,0.00036770446,0.00038647602,0.0003844659,0.00006310266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007555075,0.00046910119,0.000522107,0.00020856311,0.0007959903,0.0009520904,0.0006817899,0.00029383498,0.0024468116],"category_scores_gemma":[0.00009807219,0.00032228377,0.00015559346,0.00042690395,0.00056995236,0.0019911937,0.00054410123,0.0005187775,0.000011100753],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005479555,0.0003313605,0.49691162,0.0034242764,0.00063567265,0.0001764847,0.026296016,0.000005717239,0.0000021765532,0.08476011,0.0021614179,0.3798156],"study_design_scores_gemma":[0.0033420033,0.000030102636,0.19467416,0.00008902029,0.00024644844,0.0000017605496,0.059667274,0.000029958177,6.793673e-7,0.06752033,0.67377484,0.00062343053],"about_ca_topic_score_codex":0.27084187,"about_ca_topic_score_gemma":0.7847752,"teacher_disagreement_score":0.6716134,"about_ca_system_score_codex":0.0005800035,"about_ca_system_score_gemma":0.0003004633,"threshold_uncertainty_score":0.99992293},"labels":[],"label_agreement":null},{"id":"W2301889275","doi":"","title":"Dialogue Summary: Improving Leadership Capacity in Community Care in Ontario","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Public relations; Business; Political science","score_opus":0.1257554115869433,"score_gpt":0.24295494408576943,"score_spread":0.11719953249882611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301889275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4676672,0.00005454572,0.000014384054,0.0003766009,0.0001998188,0.00014514013,0.000004375786,0.000027213538,0.5315107],"genre_scores_gemma":[0.904521,0.0000048250527,0.00010936926,0.000119141456,0.000042179807,6.10321e-7,0.0000027133253,0.000005135127,0.095195055],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982057,0.00065465725,0.00012058082,0.00021120335,0.00032686978,0.00048095314],"domain_scores_gemma":[0.9994243,0.00008722452,0.000082794315,0.00015087487,0.00006393119,0.00019091586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006593159,0.000116422314,0.00018054545,0.00008163427,0.00032934212,0.00006649015,0.0006216368,0.00015329497,0.0022928028],"category_scores_gemma":[0.00011005226,0.00013715065,0.000050839506,0.0008420898,0.0003564783,0.0005967709,0.0001460686,0.0005797599,0.000017137798],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051295476,0.00005581496,0.6780127,0.000011033612,0.000002817034,0.00003934622,0.27676094,0.0000502438,0.0000058431556,0.002910825,0.00029612368,0.04180298],"study_design_scores_gemma":[0.0009414715,0.00006936843,0.13647532,0.00005504618,0.000005977405,2.0243777e-7,0.55965245,0.0000109254115,0.000008545117,0.00045347298,0.30208626,0.00024099385],"about_ca_topic_score_codex":0.97286725,"about_ca_topic_score_gemma":0.99938154,"teacher_disagreement_score":0.5415374,"about_ca_system_score_codex":0.0025495912,"about_ca_system_score_gemma":0.0008806926,"threshold_uncertainty_score":0.99861926},"labels":[],"label_agreement":null},{"id":"W2302174481","doi":"","title":"The good, the finite, and the infinite","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Trillium Foundation; McMaster University","keywords":"Mathematics","score_opus":0.009241373943921454,"score_gpt":0.2194783039564262,"score_spread":0.21023693001250474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302174481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002324295,0.0007263832,0.00006583127,0.0041874372,0.00052286795,0.00043498806,0.000011416308,0.000041358493,0.99168545],"genre_scores_gemma":[0.07183808,0.0016074446,0.000004564325,0.00017297587,0.00025806908,0.000004107696,0.000016489408,0.000011123421,0.92608714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981191,0.0010173207,0.000131183,0.00020776944,0.00027867852,0.0002459617],"domain_scores_gemma":[0.9978716,0.0015509018,0.0001596264,0.00023788685,0.00012849423,0.000051485495],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007663252,0.00015948211,0.00013228132,0.00003285964,0.003791755,0.00020318483,0.0006541616,0.00017765634,0.010376087],"category_scores_gemma":[0.00015124894,0.00007568364,0.00009400387,0.00032994163,0.00093480555,0.00023715859,0.00006672169,0.00027899258,0.00010247972],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047161282,0.00000704899,0.00012342377,0.0000066344323,0.00005966857,0.0000031553807,0.009785261,0.0000054931343,0.000004549586,0.759353,0.00077197107,0.2294082],"study_design_scores_gemma":[0.0005352741,0.000016612505,0.00048617067,0.00004486306,0.00007748328,4.894469e-7,0.03584145,0.00001959902,0.000004389197,0.009019349,0.953823,0.00013135372],"about_ca_topic_score_codex":0.00043491658,"about_ca_topic_score_gemma":0.016772386,"teacher_disagreement_score":0.953051,"about_ca_system_score_codex":0.000069095186,"about_ca_system_score_gemma":0.00020130354,"threshold_uncertainty_score":0.9975052},"labels":[],"label_agreement":null},{"id":"W2306761346","doi":"","title":"Evidence Brief: Addressing Overuse of Health Services in Canada","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Business; Political science","score_opus":0.5348316575151815,"score_gpt":0.4420739707140672,"score_spread":0.09275768680111429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306761346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.788132,0.0031176307,0.00023115303,0.01071183,0.0012223286,0.001412164,0.00008379729,0.000111803696,0.19497728],"genre_scores_gemma":[0.96572626,0.0002089154,0.0006118123,0.00643649,0.00008050685,0.0000021812277,0.000008128634,0.000031669235,0.02689402],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938013,0.003706855,0.00075583335,0.00041797588,0.0005809633,0.0007370952],"domain_scores_gemma":[0.9968427,0.0010061266,0.0008882584,0.0004583242,0.00033097007,0.0004736378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019629737,0.0002041679,0.0005300791,0.00016250892,0.00028370164,0.000011659254,0.0005427203,0.00014782103,0.0091156],"category_scores_gemma":[0.00024762342,0.00022614583,0.000038598962,0.000880559,0.00006323263,0.0010097201,0.00039880385,0.0007323953,0.00004503622],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003186832,0.000057617617,0.84328884,0.002524158,0.000025391602,0.0001134167,0.011000087,0.000083589046,0.000019727191,0.00072454696,0.0019017977,0.13994214],"study_design_scores_gemma":[0.0026727868,0.00017011032,0.23240264,0.008208339,0.000029434457,0.0000036149174,0.16795482,0.00039278052,0.00003277676,0.00011904679,0.58757156,0.00044211445],"about_ca_topic_score_codex":0.9814406,"about_ca_topic_score_gemma":0.99116546,"teacher_disagreement_score":0.6108862,"about_ca_system_score_codex":0.0034467925,"about_ca_system_score_gemma":0.013187319,"threshold_uncertainty_score":0.99240696},"labels":[],"label_agreement":null},{"id":"W2307020659","doi":"","title":"PRESSURE RELATED STANDARDS AND PERFORMANCE OF WATER DISTRIBUTION SYSTEMS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; McMaster University","keywords":"Environmental science","score_opus":0.0032879447073450776,"score_gpt":0.1549734172069822,"score_spread":0.15168547249963713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307020659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35525405,0.0020094665,0.002669728,0.00000989973,0.0026649432,0.00086783775,0.0012880574,0.00040028992,0.6348357],"genre_scores_gemma":[0.5966528,0.0001675715,0.000006663519,2.1007975e-7,0.000025638059,8.685662e-7,0.00048725217,0.000026398655,0.4026326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991562,0.00003292361,0.0002274251,0.0001929016,0.0002010575,0.00018950322],"domain_scores_gemma":[0.99955815,0.000006789683,0.00007895978,0.00014633946,0.00015767604,0.000052059928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008061108,0.00021345854,0.0002895686,0.00008406041,0.00006396506,0.000031324686,0.00011659352,0.00031232522,0.0025220262],"category_scores_gemma":[0.0000018333701,0.00016727558,0.000045177923,0.00010472252,0.000021708815,0.00025013456,0.00002211312,0.000121515535,0.000008075182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044793384,0.00023878238,0.024911672,0.089635074,0.00770251,0.00025041154,0.022351444,0.33480468,0.019916747,0.007154821,0.037802994,0.4507515],"study_design_scores_gemma":[0.0019002543,0.00022480087,0.0020982747,0.0027871195,0.0005178595,0.000012574051,0.0010898446,0.039272055,0.013003515,0.000009251639,0.9381517,0.000932741],"about_ca_topic_score_codex":0.00003242071,"about_ca_topic_score_gemma":0.00004643638,"teacher_disagreement_score":0.9003487,"about_ca_system_score_codex":0.000102021775,"about_ca_system_score_gemma":0.000018752378,"threshold_uncertainty_score":0.9983898},"labels":[],"label_agreement":null},{"id":"W2339748151","doi":"","title":"CALIBRATION OF THE JOHNSON-COOK FAILURE PARAMETERS AS THE CHIP SEPARATION CRITERION IN THE MODELLING OF THE ORTHOGONAL METAL CUTTING PROCESS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Calibration; Orthogonal array; Process (computing); Chip; Engineering; Computer science; Engineering drawing; Mathematics; Taguchi methods; Statistics; Electrical engineering; Programming language","score_opus":0.02346689059970425,"score_gpt":0.23405229133705904,"score_spread":0.2105854007373548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339748151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94172645,0.0003468556,0.0342,0.00035808518,0.0006488048,0.00084246014,0.000025251164,0.00013919266,0.0217129],"genre_scores_gemma":[0.9934976,0.00006128861,0.00085926143,0.000018539846,0.00002574453,0.000007417281,0.00001725256,0.000027377699,0.005485483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989207,0.00023748202,0.00025499196,0.00018220421,0.00022123804,0.0001833867],"domain_scores_gemma":[0.9991767,0.00019728743,0.00020091241,0.00035972957,0.00005433812,0.000011061641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029620837,0.00022438029,0.00023385596,0.000101572376,0.00013489992,0.000018089939,0.00082536496,0.00032170684,0.0001640138],"category_scores_gemma":[0.00006815114,0.00011530427,0.00015845253,0.0005317067,0.00010406705,0.00019881729,0.000050224375,0.0005207666,7.772327e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017653221,0.0000393709,0.0010077506,0.0009332329,0.0002902461,0.0000060856805,0.010951048,0.9338715,0.010085868,0.0061157765,0.00009036445,0.036432188],"study_design_scores_gemma":[0.0027083363,0.00028882784,0.008959795,0.005180651,0.0017174988,0.00006212526,0.057795525,0.39159575,0.499112,0.013038875,0.017392267,0.0021483433],"about_ca_topic_score_codex":0.00003320341,"about_ca_topic_score_gemma":0.00026334147,"teacher_disagreement_score":0.5422758,"about_ca_system_score_codex":0.000046100504,"about_ca_system_score_gemma":0.000053774278,"threshold_uncertainty_score":0.47019714},"labels":[],"label_agreement":null},{"id":"W2340099305","doi":"","title":"Daily Targeted Evidence Reports for Orthopaedic Surgeons: A Mixed Methods Study in India","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Context (archaeology); Incentive; Evidence-based medicine; Randomized controlled trial; Intervention (counseling); Medical education; Family medicine; Alternative medicine; Nursing; Surgery","score_opus":0.11711174060914509,"score_gpt":0.4338367987427248,"score_spread":0.3167250581335797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340099305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91320586,0.00028411523,0.023469437,0.0034507704,0.003850559,0.0074534733,0.000029046965,0.0002061853,0.04805058],"genre_scores_gemma":[0.7709604,0.000082301805,0.0059012454,0.00029716233,0.00014651827,0.00010521016,0.000005370607,0.000024429837,0.22247738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949714,0.0025274656,0.0005631316,0.00061050546,0.00035044382,0.0009770792],"domain_scores_gemma":[0.99535507,0.003215432,0.00029327578,0.00042536212,0.00027732895,0.0004335202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051787742,0.0001644665,0.00031071622,0.0004351591,0.0005664603,0.000014626658,0.0003552048,0.00015809722,0.02580022],"category_scores_gemma":[0.0026117358,0.00012526232,0.000075680575,0.0014603569,0.00012255278,0.0006648471,0.00022964808,0.00032356477,0.00008735639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022266574,0.00013877709,0.71946126,0.00012790391,0.000014069861,0.00009099844,0.0029356175,8.330586e-7,0.00028765542,0.00008990118,0.0072071166,0.26942316],"study_design_scores_gemma":[0.0015089319,0.0003832296,0.6657649,0.0005461377,0.000017778058,0.0000023558578,0.033257704,0.00004255796,0.000038398448,0.00024015973,0.2979769,0.00022090905],"about_ca_topic_score_codex":0.0011601077,"about_ca_topic_score_gemma":0.0033917844,"teacher_disagreement_score":0.2907698,"about_ca_system_score_codex":0.00059176167,"about_ca_system_score_gemma":0.0017634958,"threshold_uncertainty_score":0.9750903},"labels":[],"label_agreement":null},{"id":"W2341974820","doi":"","title":"An Almost Everywhere Extension Theorem for Continuous Definable Functions in an O-minimal Structure","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Extension (predicate logic); Mathematics; Almost everywhere; Pure mathematics; Discrete mathematics; Computer science; Programming language","score_opus":0.01688362305012835,"score_gpt":0.25999262335094064,"score_spread":0.24310900030081228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341974820","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73078954,0.00016860367,0.008589614,0.000050611347,0.0012614077,0.0015742655,0.000708453,0.0003030102,0.25655448],"genre_scores_gemma":[0.27219054,0.000013762224,0.004890026,0.000057170542,0.00019524588,0.0000074790332,0.0009304323,0.00013157433,0.7215838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808913,0.00024147858,0.00029580356,0.00073014956,0.00014879291,0.0004946306],"domain_scores_gemma":[0.9984593,0.00030905206,0.00030311846,0.00056216377,0.00022691196,0.00013946068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014762969,0.00044886628,0.00058789685,0.00024223397,0.0003407887,0.00003341389,0.00045283188,0.00080338755,0.026738774],"category_scores_gemma":[0.000073927615,0.00041667288,0.00015113482,0.00023268134,0.00011475888,0.00059814646,0.000041630017,0.00041581705,0.00002205448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013490836,0.0009828891,0.0035644344,0.0009789318,0.0003345,0.0005162703,0.0058188243,0.000087866894,0.012807804,0.628604,0.0020035533,0.33081007],"study_design_scores_gemma":[0.0073802625,0.0019697126,0.0028084256,0.000883226,0.0008173571,0.000052404404,0.075862,0.00019487609,0.0024536534,0.78187686,0.123400405,0.0023008392],"about_ca_topic_score_codex":0.00002135894,"about_ca_topic_score_gemma":0.003575894,"teacher_disagreement_score":0.4650293,"about_ca_system_score_codex":0.0001729108,"about_ca_system_score_gemma":0.00012905383,"threshold_uncertainty_score":0.9998285},"labels":[],"label_agreement":null},{"id":"W2342135099","doi":"","title":"Social capital and bank accounting transparency","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; McMaster University","funders":"","keywords":"Accounting; Transparency (behavior); Capital (architecture); Political science; Business; Library science; History; Computer science; Archaeology; Law","score_opus":0.033385464650968755,"score_gpt":0.1952042453984056,"score_spread":0.16181878074743686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342135099","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34356275,0.0008808368,0.0033121866,0.00041705836,0.0002144024,0.00011511687,0.000052640054,0.000050101728,0.6513949],"genre_scores_gemma":[0.9192805,0.00007331079,0.00032251765,0.00012212782,0.00014267224,4.288201e-7,0.000007678722,0.0000167755,0.080033936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991775,0.00001008932,0.00020203166,0.0003233549,0.000033594097,0.00025339183],"domain_scores_gemma":[0.99965256,0.000007448285,0.00013358738,0.000097498065,0.000029551677,0.00007935733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014429237,0.00013317086,0.0002458722,0.00011570673,0.00019992697,0.000049606235,0.00018322682,0.00012433271,0.0056188167],"category_scores_gemma":[0.000010148064,0.00017584983,0.00006362016,0.00027859784,0.00007205987,0.00043426902,0.0001287681,0.0001248483,0.00024895818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017005735,0.00015384545,0.18077809,0.00008058756,0.00006197525,0.0001233062,0.016522083,0.000015751377,0.00020905591,0.59978557,0.006262086,0.19583762],"study_design_scores_gemma":[0.00135252,0.000069059104,0.017200693,0.000014128807,0.000011466367,0.0000049479063,0.0016051066,0.00011840637,0.00006220181,0.0105828615,0.9686129,0.00036567447],"about_ca_topic_score_codex":0.0003722661,"about_ca_topic_score_gemma":0.00012757797,"teacher_disagreement_score":0.96235085,"about_ca_system_score_codex":0.00009985133,"about_ca_system_score_gemma":0.000023127974,"threshold_uncertainty_score":0.99529016},"labels":[],"label_agreement":null},{"id":"W2343230203","doi":"","title":"Strategic Communications Management in Arts Organizations","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Business; Arts administration; Knowledge management; Political science; Arts in education; Computer science","score_opus":0.018935683336241422,"score_gpt":0.19469152596676897,"score_spread":0.17575584263052754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343230203","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010779592,0.00001734712,0.00006922463,0.00018134838,0.00017775162,0.00023815432,0.000009029759,0.000032666318,0.9884949],"genre_scores_gemma":[0.06102575,0.000309801,0.0012891587,0.000053647338,0.000010540206,0.0000039000597,0.00022538884,0.00002814995,0.9370537],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914646,0.000025879133,0.0001800323,0.00032967547,0.000100825906,0.00021713997],"domain_scores_gemma":[0.9993778,0.00001183078,0.0001138348,0.00042396723,0.0000117536865,0.000060801554],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000048145786,0.00018222512,0.00015837689,0.000109349385,0.00015041523,0.000036392186,0.00064959243,0.000121750614,0.26318714],"category_scores_gemma":[0.0000013051073,0.00019022681,0.00003137487,0.000556468,0.000055544584,0.00020411976,0.00030021733,0.00011486616,0.0018926099],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083071376,0.00037836796,0.022302933,0.00012733025,0.00017820614,0.00015327126,0.0016830422,0.00037554558,0.00023174741,0.025424594,0.00340246,0.94565946],"study_design_scores_gemma":[0.00093426695,0.0000123362925,0.06729487,0.00018757618,0.00006729712,0.000001930907,0.0055533634,0.000120790566,0.000050220413,0.0014273992,0.9237228,0.00062716036],"about_ca_topic_score_codex":0.00020518224,"about_ca_topic_score_gemma":0.006398542,"teacher_disagreement_score":0.9450323,"about_ca_system_score_codex":0.0004873282,"about_ca_system_score_gemma":0.000028222967,"threshold_uncertainty_score":0.99888456},"labels":[],"label_agreement":null},{"id":"W2345252284","doi":"","title":"Reactive Extrusion of Phosphate Cross-linked Resistant Pea Starches","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; McMaster University","keywords":"Reactive extrusion; Extrusion; Phosphate; Chemistry; Food science; Materials science; Biochemistry; Composite material","score_opus":0.020959376953248458,"score_gpt":0.24308032691922682,"score_spread":0.22212094996597836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345252284","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30750227,0.00053784996,0.000013458326,0.00013398314,0.0011502871,0.00037552108,0.000131316,0.00012920194,0.6900261],"genre_scores_gemma":[0.5030139,0.00003374308,0.00017174083,0.00003716151,0.000066079214,0.0000011333615,0.00018991482,0.00005658797,0.49642974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982083,0.00019566593,0.0003428947,0.000524286,0.00038505645,0.00034380995],"domain_scores_gemma":[0.99861014,0.00009405978,0.0004678452,0.00037313087,0.00033736828,0.000117428404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010364612,0.000380045,0.00046648548,0.00025991056,0.00027030078,0.00006757085,0.00045988415,0.0003742026,0.030416429],"category_scores_gemma":[0.000022921002,0.00034375518,0.00024231305,0.00031292805,0.00015549439,0.0003724845,0.00008519614,0.00032848262,0.00008820165],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07739512,0.00023905635,0.0008811254,0.0011031622,0.00034858185,0.00012081279,0.006758142,0.000009962962,0.13498005,0.00061351596,0.0005184985,0.77703196],"study_design_scores_gemma":[0.0042269016,0.002344916,0.009420152,0.0027326113,0.00038008523,0.0000024213623,0.009290947,0.000031780597,0.26542434,0.0006940398,0.7043012,0.0011506373],"about_ca_topic_score_codex":0.00035906487,"about_ca_topic_score_gemma":0.00052617886,"teacher_disagreement_score":0.77588135,"about_ca_system_score_codex":0.00028937726,"about_ca_system_score_gemma":0.00009177135,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W2345802441","doi":"","title":"Genetics of human obesity in the post-genome wide association study era","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University; Heart and Stroke Foundation of Canada","keywords":"Genome-wide association study; Obesity; Human obesity; Genetics; Genetic association; Biology; Association (psychology); Psychology; Single-nucleotide polymorphism; Genotype; Gene","score_opus":0.0071217127985851465,"score_gpt":0.21585196750490337,"score_spread":0.20873025470631823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345802441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404755,0.00040381396,0.000010269364,0.000042430936,0.00012818987,0.0005429192,0.00012047147,0.0000069793737,0.058269385],"genre_scores_gemma":[0.86469436,0.00017230562,0.000021876505,0.00008815481,0.0001371927,0.0000030999768,0.00088150956,0.000025525424,0.133976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985784,0.0002646521,0.00024971645,0.0004021559,0.00027099784,0.00023404373],"domain_scores_gemma":[0.9989575,0.000031827465,0.0002954616,0.0003876493,0.00026502556,0.00006253923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016167169,0.00023646439,0.00023869237,0.000115321,0.00012217264,0.000025312518,0.0004913017,0.00030610993,0.0017531266],"category_scores_gemma":[0.000045718753,0.00021746541,0.0001526875,0.00016495319,0.000032413132,0.0000065557206,0.000069362,0.00014287537,0.000008577228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000765177,0.0022058494,0.90377504,0.00025575378,0.00037166345,0.000058939775,0.0023100956,0.00001325472,0.0822799,0.000051294966,0.000973385,0.0069396775],"study_design_scores_gemma":[0.003209777,0.0012687402,0.9336429,0.00007354871,0.00035409263,5.611816e-7,0.012125225,5.580081e-7,0.0078959735,0.00014239455,0.04074301,0.00054320117],"about_ca_topic_score_codex":0.000092199516,"about_ca_topic_score_gemma":0.0033870446,"teacher_disagreement_score":0.0757812,"about_ca_system_score_codex":0.000091359194,"about_ca_system_score_gemma":0.00012930878,"threshold_uncertainty_score":0.9991594},"labels":[],"label_agreement":null},{"id":"W2401634755","doi":"","title":"A landscape approach to evaluate sources of nutrient and sediment to the Nottawasaga River, a tributary of Georgian Bay, Lake Huron","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Tributary; Watershed; Water quality; Hydrology (agriculture); Sediment; Environmental science; Bay; Georgian; Substrate (aquarium); Drainage basin; Nutrient; Geography; Geology; Oceanography; Ecology; Cartography; Geomorphology; Archaeology","score_opus":0.013533831189137806,"score_gpt":0.21855292674118845,"score_spread":0.20501909555205064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401634755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6772626,0.00007006114,0.0013477209,0.00088342244,0.0002447311,0.0013256393,0.0004749546,0.000027197,0.31836367],"genre_scores_gemma":[0.5991125,0.000054258002,0.0011989162,0.00030385263,0.000059652208,0.0000112515,0.00018054504,0.00003365539,0.39904535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982815,0.00022324364,0.00027667734,0.0004373413,0.00051251636,0.00026874203],"domain_scores_gemma":[0.99920267,0.000043030836,0.00024032472,0.00030444984,0.000029914314,0.000179638],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031893773,0.00024976098,0.00033636563,0.000109625864,0.00012800774,0.000017583163,0.00045206185,0.00013312158,0.017881623],"category_scores_gemma":[0.00000810472,0.00018296498,0.000105900814,0.00038345958,0.00010652707,0.000104381026,0.00029357462,0.0001253202,0.00008224743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008043909,0.0030619951,0.09316856,0.0021039336,0.0015047643,0.00007370213,0.15725274,0.009850618,0.015056778,0.004808564,0.031917945,0.6731565],"study_design_scores_gemma":[0.0019779508,0.0005311624,0.06225141,0.00028579702,0.0002995342,0.0000035906533,0.008016914,0.0001353439,0.0061447727,0.00011314835,0.91969013,0.0005502675],"about_ca_topic_score_codex":0.0004340969,"about_ca_topic_score_gemma":0.0016382711,"teacher_disagreement_score":0.88777214,"about_ca_system_score_codex":0.00011294254,"about_ca_system_score_gemma":0.00003473523,"threshold_uncertainty_score":0.9830162},"labels":[],"label_agreement":null},{"id":"W2408143212","doi":"","title":"Polymerized Silicone Microemulsions","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microemulsion; Silicone; Polymerization; Polymer science; Materials science; Chemical engineering; Composite material; Polymer; Pulmonary surfactant; Engineering","score_opus":0.00853980977883189,"score_gpt":0.20401529787507458,"score_spread":0.19547548809624268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408143212","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30421528,0.0003718571,0.000085410305,0.00010719811,0.0018869643,0.00032182553,0.00037954812,0.00024463492,0.6923873],"genre_scores_gemma":[0.04364227,0.00012130737,0.000237691,0.000078630015,0.00022673488,0.000003199227,0.00043734518,0.000073569565,0.9551793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978319,0.00015959884,0.00035068573,0.0007661513,0.00036538922,0.00052629027],"domain_scores_gemma":[0.9986628,0.000052186435,0.00040721137,0.0005600916,0.00010696029,0.00021070831],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012984115,0.0004618212,0.0006451113,0.00020811475,0.00032149738,0.00015630668,0.00087197794,0.00039243718,0.59863436],"category_scores_gemma":[0.000017442379,0.0004065686,0.00025963772,0.0002935219,0.0000879606,0.00027687085,0.00015373496,0.00014093226,0.0029858153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033550762,0.000052437128,0.000018506802,0.000109373104,0.00005154921,0.000082300605,0.00025101463,3.1679124e-7,0.9366143,0.0003722381,0.0011807965,0.060931675],"study_design_scores_gemma":[0.0010518995,0.00005631425,0.00014375588,0.00024243518,0.00027514203,0.000006431289,0.0013182411,0.0000010400196,0.66088307,0.00009668064,0.33527592,0.0006491097],"about_ca_topic_score_codex":0.00029118918,"about_ca_topic_score_gemma":0.00038201993,"teacher_disagreement_score":0.5956485,"about_ca_system_score_codex":0.00012868163,"about_ca_system_score_gemma":0.00014409031,"threshold_uncertainty_score":0.9998386},"labels":[],"label_agreement":null},{"id":"W2410154342","doi":"","title":"Citizen Brief: Strengthening Care for People with Chronic Diseases in Ontario","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Medical Association; McMaster University","keywords":"Chronic poverty; Business; Nursing; Public relations; Medicine; Public administration; Political science; Economic growth; Poverty; Poverty reduction","score_opus":0.020622063345320185,"score_gpt":0.27329023466755564,"score_spread":0.25266817132223546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410154342","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2908439,0.00058042747,0.00334695,0.0042751245,0.0007414859,0.0030730262,0.00035562555,0.00033157563,0.6964519],"genre_scores_gemma":[0.42049736,0.00004060817,0.00064353226,0.0012905976,0.00018700834,0.000029156845,0.000052142073,0.00004931381,0.57721025],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984343,0.00013616373,0.000232502,0.000374242,0.00014846207,0.0006743475],"domain_scores_gemma":[0.9988506,0.0004420765,0.00013324451,0.0002651394,0.000117365635,0.000191575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006246423,0.00019526815,0.00036989077,0.00013553193,0.00044829934,0.0000081207245,0.00025956545,0.00013709291,0.048015073],"category_scores_gemma":[0.00001701942,0.00014536861,0.0000799203,0.00023005233,0.000045176428,0.00027660112,0.00015724088,0.00026195348,0.000052884683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005965328,0.000023453696,0.86251247,0.00040620434,0.00003213727,0.000037553546,0.0044170492,0.000005435648,0.000017770399,0.001458412,0.002965033,0.12752792],"study_design_scores_gemma":[0.0049267313,0.00022080768,0.22102723,0.00036455132,0.000050213446,6.209096e-7,0.0043404205,0.0000024958583,0.0000073132705,0.00006246757,0.7687784,0.00021877026],"about_ca_topic_score_codex":0.027445514,"about_ca_topic_score_gemma":0.8781344,"teacher_disagreement_score":0.8506889,"about_ca_system_score_codex":0.0040392457,"about_ca_system_score_gemma":0.0028747402,"threshold_uncertainty_score":0.99978405},"labels":[],"label_agreement":null},{"id":"W2419609157","doi":"","title":"Up-rooted Lives, Deep-rooted Memories: Stress and Resilience among Jamaican Agricultural Workers in Southern Ontario","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Resilience (materials science); Agriculture; Psychological resilience; Geography; Socioeconomics; Political science; Economic growth; Sociology; Archaeology; Psychology; Economics; Social psychology","score_opus":0.008837610794832765,"score_gpt":0.2069322107681987,"score_spread":0.19809459997336593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419609157","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6876077,0.00008987014,0.000011474606,0.000044710694,0.00033244892,0.0003467876,0.00002192607,0.00005214356,0.31149295],"genre_scores_gemma":[0.3412615,0.000071279115,0.00003362627,0.000009520078,0.00009787309,0.0000016934686,0.00010047321,0.00001502368,0.658409],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99795467,0.00026578613,0.00029276163,0.0006503204,0.00031015064,0.00052632147],"domain_scores_gemma":[0.9989616,0.00010887339,0.00033259572,0.00020232804,0.00015414896,0.00024045608],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018262272,0.000347084,0.0003927677,0.00020109283,0.0005999073,0.00016473925,0.00054113625,0.00044198462,0.023589754],"category_scores_gemma":[0.00004676717,0.00032468926,0.000109363464,0.0005746128,0.00034488502,0.0006519369,0.00006681413,0.00040994494,0.000039514794],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022259452,0.000049133847,0.5279701,0.00007437385,0.000084356354,0.000046361183,0.4339946,0.00002483545,0.000017747187,0.00027379516,0.00024903123,0.03699312],"study_design_scores_gemma":[0.000674853,0.00003398714,0.3286536,0.00045263002,0.000065049586,3.9727317e-7,0.6561345,0.000004652268,0.000030438032,0.00008329638,0.013353706,0.0005129225],"about_ca_topic_score_codex":0.37481013,"about_ca_topic_score_gemma":0.99582773,"teacher_disagreement_score":0.6210176,"about_ca_system_score_codex":0.00074453856,"about_ca_system_score_gemma":0.00048752167,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W2422399802","doi":"","title":"The Evolution of the Ontario Legal Aid Plan and its effect on the service delivery of the McQueston Community and Legal Services","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Legal service; Service (business); Business; Service delivery framework; Public administration; Public relations; Law; Political science; Marketing; Geography","score_opus":0.01941092974986131,"score_gpt":0.23521312105688738,"score_spread":0.21580219130702608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2422399802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81558233,0.000030505513,0.0000018720131,0.020085225,0.00017891466,0.00022504493,0.000008934815,0.000008042457,0.16387914],"genre_scores_gemma":[0.94109094,0.000012931013,0.0000032186254,0.00031913235,0.000024064257,7.4657447e-7,3.520775e-7,0.0000034238726,0.058545213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982222,0.0012320658,0.00010473051,0.00009305465,0.00022199131,0.00012599447],"domain_scores_gemma":[0.9982818,0.0010628746,0.00019565393,0.00026307438,0.00016544551,0.00003117644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00067252136,0.00008440347,0.00008141097,0.000023567174,0.0018264641,0.0000799292,0.00058147265,0.00006170384,0.00088297745],"category_scores_gemma":[0.00007581054,0.000037113066,0.000036662906,0.0004601179,0.00030344725,0.0005515078,0.00021018418,0.00033420778,0.0000036925048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066903763,0.00020452315,0.16017151,0.00013059915,0.00019644652,0.0000015361791,0.06962342,0.000014605508,0.0033428562,0.7240768,0.00084636564,0.04072231],"study_design_scores_gemma":[0.00046617244,0.00009441687,0.08125569,0.00014768887,0.00007271714,0.0000023507832,0.034459874,0.0000135926375,0.0009430351,0.00028729578,0.88216317,0.00009402225],"about_ca_topic_score_codex":0.23770362,"about_ca_topic_score_gemma":0.6731792,"teacher_disagreement_score":0.8813168,"about_ca_system_score_codex":0.00020285988,"about_ca_system_score_gemma":0.0003591699,"threshold_uncertainty_score":0.99947304},"labels":[],"label_agreement":null},{"id":"W246127266","doi":"","title":"Measurement of intervention fidelity within paediatric rehabilitation for children with physical disabilities","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Reseau canadien de recherche respiratoire; McMaster University","keywords":"Fidelity; Rehabilitation; Intervention (counseling); Physical therapy; Psychology; Physical medicine and rehabilitation; Medicine; Computer science; Psychiatry","score_opus":0.013626665121814454,"score_gpt":0.23503304656278637,"score_spread":0.2214063814409719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W246127266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673007,0.0002985877,0.00047402893,0.000074192634,0.00021962858,0.002281218,0.00007808521,0.00005745866,0.029216088],"genre_scores_gemma":[0.9426412,0.0000074052073,0.00046984942,0.000013543768,0.00012250221,0.000014666844,0.00080442696,0.000037557482,0.05588882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99856544,0.00008011558,0.00031458068,0.0003576953,0.00045759047,0.00022457413],"domain_scores_gemma":[0.99885577,0.0000634894,0.00036290745,0.00024121127,0.00037987228,0.0000967757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002441478,0.00027680764,0.00047966006,0.00016035601,0.00006786809,0.000009986909,0.00011203478,0.00015831942,0.0028719201],"category_scores_gemma":[0.00011142101,0.00025167316,0.0003758275,0.00027196354,0.00008461059,0.0001970205,0.000023917124,0.00018266332,0.000004741074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016788254,0.005425057,0.44301367,0.014283293,0.002787375,0.0000019312174,0.018703856,0.0001296786,0.001763288,0.0049702115,0.001376428,0.49075696],"study_design_scores_gemma":[0.014402433,0.0059166094,0.88585526,0.0023765136,0.00550774,0.0000026519963,0.07258156,0.00010982955,0.0026619262,0.0007217511,0.008844407,0.0010193426],"about_ca_topic_score_codex":0.00029689638,"about_ca_topic_score_gemma":0.0022047304,"teacher_disagreement_score":0.4897376,"about_ca_system_score_codex":0.00024429793,"about_ca_system_score_gemma":0.0001079086,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2484654674","doi":"","title":"SCANNING TRANSMISSION X-RAY AND FLUORESCENCE MICROSCOPY OF LIPID BILAYERS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Light Source; U.S. Department of Energy","keywords":"Fluorescence microscope; Fluorescence; Microscopy; Lipid bilayer; Materials science; Nanotechnology; Biophysics; Chemistry; Optics; Membrane; Physics; Biology; Biochemistry","score_opus":0.005864206119741394,"score_gpt":0.19233380358584387,"score_spread":0.18646959746610248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484654674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6490059,0.00083369587,0.00752119,0.00013835447,0.0004922853,0.0007003418,0.00010412093,0.00040850777,0.34079564],"genre_scores_gemma":[0.6115117,0.0016938659,0.005697668,0.000017983262,0.000098127115,0.0000039631145,0.00015109502,0.000108006876,0.3807176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939287,0.000014266345,0.00016333695,0.00019313862,0.000095130585,0.00014127925],"domain_scores_gemma":[0.99965566,0.000021840704,0.00006704567,0.00013133607,0.000042204247,0.00008191709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025481857,0.00016897579,0.0001905038,0.00012148761,0.00005644451,0.00001991118,0.00016365161,0.0001320213,0.009302007],"category_scores_gemma":[0.0000024260353,0.00016944714,0.000044759545,0.00020564737,0.00004192496,0.000109712346,0.00001410883,0.00008707331,0.000013341456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040550232,0.000011176634,0.00015495661,0.00022668297,0.000017160019,0.0000016742067,0.0003035779,0.00004366647,0.593914,0.000069794,0.000131815,0.405085],"study_design_scores_gemma":[0.0013192354,0.00007637664,0.0054745018,0.0012028114,0.00012777044,0.0000018539687,0.0013882633,0.0016571746,0.49999714,0.000027874801,0.48807,0.0006569771],"about_ca_topic_score_codex":0.000006051156,"about_ca_topic_score_gemma":0.000005547565,"teacher_disagreement_score":0.4879382,"about_ca_system_score_codex":0.0000289567,"about_ca_system_score_gemma":0.000022092865,"threshold_uncertainty_score":0.9916036},"labels":[],"label_agreement":null},{"id":"W2508951795","doi":"","title":"An evaluation of \"old age\" traits in transition analysis and mandibular ridge resorption in age estimation of older individuals","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Ridge; Dentistry; Estimation; Resorption; Orthodontics; Demography; Medicine; Geography; Cartography; Engineering; Sociology; Internal medicine","score_opus":0.022872296054057016,"score_gpt":0.25462272033955036,"score_spread":0.23175042428549333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508951795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977977,0.00016983875,0.0001274235,0.00010256504,0.000092045804,0.00035497049,0.00014174213,0.000011578213,0.02102287],"genre_scores_gemma":[0.9882937,0.00008517839,0.00007346146,0.0000091563725,0.000021632257,0.000002733452,0.0009094548,0.000009155936,0.010595525],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998672,0.00032662976,0.000323722,0.00029816726,0.00023113548,0.00014836258],"domain_scores_gemma":[0.99942136,0.000045595338,0.00027229456,0.000102741185,0.00013515618,0.000022884378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039228617,0.00018343313,0.00047512134,0.0009536475,0.000086087515,0.0000090430585,0.00010057624,0.0002470262,0.00848413],"category_scores_gemma":[0.00001049091,0.00017232537,0.000086088796,0.00024835547,0.0012107292,0.0002650061,0.0000151318045,0.00013512291,0.0000012773767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014990589,0.0007775687,0.027612139,0.0010650068,0.002225484,0.00013796914,0.41559255,0.001877462,0.0005390113,0.0943055,0.000059407197,0.45430887],"study_design_scores_gemma":[0.008620439,0.00097578694,0.69561064,0.0014860616,0.0074970787,0.0000020526247,0.2691022,0.0046415925,0.0020535348,0.0080436915,0.000896396,0.0010705545],"about_ca_topic_score_codex":0.0031821774,"about_ca_topic_score_gemma":0.25007936,"teacher_disagreement_score":0.6679985,"about_ca_system_score_codex":0.000063576466,"about_ca_system_score_gemma":0.000032127376,"threshold_uncertainty_score":0.9924222},"labels":[],"label_agreement":null},{"id":"W2509730637","doi":"","title":"Performance of Foamed Asphalt Stabilized Base Materials Incorporating Reclaimed Asphalt Pavement","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"Asphalt; Asphalt pavement; Geotechnical engineering; Environmental science; Civil engineering; Engineering; Waste management; Materials science; Composite material","score_opus":0.01589426647729796,"score_gpt":0.2151839508612348,"score_spread":0.19928968438393682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509730637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.782865,0.00014553402,0.00018528107,0.000016712955,0.0016054926,0.0011807032,0.00013602595,0.00031391735,0.21355133],"genre_scores_gemma":[0.82196957,0.00036130619,0.0013105453,0.0000220658,0.00020683692,0.000028886938,0.0010316,0.00018142178,0.17488775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970746,0.00016411392,0.00091212755,0.0005591138,0.0007167725,0.0005732399],"domain_scores_gemma":[0.9981946,0.00008402764,0.00071505853,0.00054217386,0.0002981188,0.0001660184],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004894196,0.0006591576,0.0008043542,0.00040237512,0.0001763028,0.000047755613,0.00057064556,0.00045573962,0.07915287],"category_scores_gemma":[0.000024275345,0.00067785225,0.00015477608,0.00050904567,0.00006974608,0.00069820165,0.000090518246,0.00029709368,0.00018017825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013105808,0.00017149247,0.00400061,0.0067485278,0.00070911046,0.000042656007,0.0014132978,0.0028348428,0.5041362,0.00024552838,0.0010852626,0.4773019],"study_design_scores_gemma":[0.005022396,0.00050542253,0.0022542921,0.0025491465,0.0005511344,0.0000023826597,0.0019932757,0.0075562363,0.95846385,0.00005596835,0.019485457,0.0015604469],"about_ca_topic_score_codex":0.00002979173,"about_ca_topic_score_gemma":0.00017861697,"teacher_disagreement_score":0.47574145,"about_ca_system_score_codex":0.00063744816,"about_ca_system_score_gemma":0.00020023249,"threshold_uncertainty_score":0.9995673},"labels":[],"label_agreement":null},{"id":"W2510256274","doi":"","title":"Benchmarking, Planning, and Promoting Transit- Oriented Intensification in Rapid Transit Station Areas: Project Key Indicators","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Transit (satellite); Key (lock); Business; Public transport; Computer science; Transport engineering; Engineering; Marketing; Computer security","score_opus":0.016233033556740727,"score_gpt":0.23500225088554616,"score_spread":0.21876921732880544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510256274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72221076,0.00012386772,0.1290855,0.0020663065,0.00029371813,0.0014079204,0.00006400664,0.00040242716,0.14434546],"genre_scores_gemma":[0.99032044,0.000076241806,0.001275204,0.000043349617,0.00003609394,0.0000024961344,0.000047141926,0.000013018699,0.008185991],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987954,0.00020835575,0.00019204213,0.000330013,0.00022269672,0.0002515247],"domain_scores_gemma":[0.9995479,0.00007687376,0.00013176388,0.00007681034,0.000079893936,0.00008678197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029384115,0.000125446,0.000136068,0.00038471652,0.00025231016,0.000038860628,0.00011244924,0.00012261166,0.001836451],"category_scores_gemma":[0.00003609185,0.00011841377,0.000031293,0.0008967754,0.00014692386,0.00056118227,0.000006261702,0.000098943245,0.0000029634882],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024758186,0.000084784275,0.35762072,0.000051237468,0.000035515197,0.00004112363,0.14510232,0.00031317756,0.00035179756,0.0053891004,0.0001264396,0.4906362],"study_design_scores_gemma":[0.0053352043,0.00033135744,0.40684345,0.0011307098,0.00013981586,0.000003329945,0.0766832,0.00173789,0.0005166632,0.00014422931,0.50620973,0.00092443055],"about_ca_topic_score_codex":0.00056278094,"about_ca_topic_score_gemma":0.0019025457,"teacher_disagreement_score":0.5060833,"about_ca_system_score_codex":0.00012102409,"about_ca_system_score_gemma":0.00012032512,"threshold_uncertainty_score":0.999076},"labels":[],"label_agreement":null},{"id":"W2523916885","doi":"","title":"Water Storage Dynamics in Peat-Filled Depressions of the Canadian Shield Rock Barrens: Implications for Primary Peat Formation","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Shield; Geology; Geomorphology; Earth science; Geochemistry; Petrology; Geography; Archaeology","score_opus":0.0072681559333488,"score_gpt":0.19134586914395207,"score_spread":0.18407771321060326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523916885","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22325818,0.000020035492,0.00079836545,0.0009877189,0.00035401311,0.0011758244,0.0004659261,0.000023485061,0.77291644],"genre_scores_gemma":[0.76744837,0.000024254856,0.000064105545,0.00007180887,0.000020790165,0.000012663526,0.00096061424,0.000018924098,0.2313785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990099,0.00006035542,0.00020771431,0.0002812108,0.000104843704,0.00033598425],"domain_scores_gemma":[0.9994019,0.000044316774,0.00013800696,0.0002889335,0.000022760023,0.000104037834],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000071726,0.00018159731,0.0002180386,0.00012294282,0.00033480776,0.000017493585,0.00048690336,0.00028666528,0.011599752],"category_scores_gemma":[0.000010618457,0.00012283582,0.000117804615,0.00017710454,0.000033979075,0.00021633266,0.00011612215,0.00016088385,0.000026477464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005218352,0.0002133159,0.8717279,0.00043794236,0.0001130854,0.000020401732,0.0043859645,0.0015596445,0.0056198398,0.0020701052,0.0077110273,0.105618976],"study_design_scores_gemma":[0.00239473,0.00010915143,0.87852484,0.00022846082,0.00022457108,0.000006990097,0.0018260755,0.0012808786,0.0008113123,0.00086675264,0.113013044,0.00071318925],"about_ca_topic_score_codex":0.010199856,"about_ca_topic_score_gemma":0.84373474,"teacher_disagreement_score":0.8335349,"about_ca_system_score_codex":0.0013341939,"about_ca_system_score_gemma":0.00008811061,"threshold_uncertainty_score":0.9963913},"labels":[],"label_agreement":null},{"id":"W2527731230","doi":"","title":"Governing Dogs: An Autoethnographic Tale of Redefining 'Service Dog' in Canada","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Service (business); Gender studies; Genealogy; Sociology; History; Business; Marketing","score_opus":0.018168920452404955,"score_gpt":0.2531071255583191,"score_spread":0.23493820510591415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527731230","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3733058,0.00008555717,8.402708e-7,0.00013119694,0.0005323631,0.00017038044,0.00006472476,0.000042993346,0.62566614],"genre_scores_gemma":[0.80865586,0.00010623229,0.00012551933,0.00005588416,0.00006810691,0.000001893508,0.00010965309,0.000034003187,0.19084284],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99789274,0.00025598356,0.00032914698,0.0004711844,0.00056308473,0.00048786483],"domain_scores_gemma":[0.9986443,0.00015524366,0.00049291423,0.00027937227,0.0002556453,0.0001725334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017991313,0.0002745233,0.00038932232,0.00051424804,0.00045429994,0.000055856817,0.0008424224,0.00026931343,0.043590236],"category_scores_gemma":[0.000046140787,0.0003196791,0.0001365008,0.0014503014,0.00012211023,0.000668243,0.00007228854,0.00042603153,0.000018278284],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018575775,0.0008166861,0.48278922,0.0016335269,0.0013843301,0.0011004782,0.20423932,0.00060481887,0.0051685763,0.031487007,0.006352003,0.26256645],"study_design_scores_gemma":[0.0007748386,0.000107619046,0.056074377,0.0011587102,0.00015851865,0.000001123921,0.5620041,0.000028727698,0.000084205414,0.00021315299,0.37854254,0.00085208216],"about_ca_topic_score_codex":0.9805334,"about_ca_topic_score_gemma":0.99985677,"teacher_disagreement_score":0.43535006,"about_ca_system_score_codex":0.0007374127,"about_ca_system_score_gemma":0.001499423,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W2534324837","doi":"","title":"STUDIES OF MAGNETOTACTIC BACTERIA BY SOFT X-RAY MICROSCOPY","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Canadian Light Source","keywords":"Magnetotactic bacteria; Microscopy; Bacteria; Materials science; X-ray; Nanotechnology; Biology; Optics; Physics; Paleontology","score_opus":0.009011285278962519,"score_gpt":0.23460074326690822,"score_spread":0.2255894579879457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534324837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13459338,0.0002872615,0.0006287457,0.000090172245,0.00047601786,0.000468196,0.00085797854,0.000053144464,0.86254513],"genre_scores_gemma":[0.15950577,0.000033344822,0.00030438887,0.00001137985,0.00015060247,0.0000033785172,0.00040390267,0.00005456246,0.8395327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990678,0.00003397829,0.00019869201,0.0003531285,0.000121365614,0.00022508015],"domain_scores_gemma":[0.99912244,0.000049880586,0.00033499306,0.00028076142,0.00014270618,0.00006922296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025766794,0.0002780979,0.00038349154,0.00006109195,0.0001409193,0.000029108363,0.00031859093,0.00008746822,0.055391647],"category_scores_gemma":[0.0000011773553,0.0002672495,0.0001697163,0.0001946277,0.000073601404,0.00014926564,0.00006603943,0.0001492869,0.00016853715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020137266,0.00037583118,0.001200601,0.0003396639,0.0011873876,0.0000031303214,0.0011092575,0.0000024696876,0.3824705,0.017891547,0.022728084,0.57249016],"study_design_scores_gemma":[0.000925266,0.00008732848,0.00040186313,0.00029909794,0.00035290423,1.05151514e-7,0.0064356,0.0000046466544,0.030866249,0.0017070441,0.9583413,0.00057861744],"about_ca_topic_score_codex":0.00007612543,"about_ca_topic_score_gemma":0.000011629163,"teacher_disagreement_score":0.9356132,"about_ca_system_score_codex":0.00004518154,"about_ca_system_score_gemma":0.000063692474,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W2541022267","doi":"10.6084/m9.figshare.4141725.v1","title":"DIY and Collaboration Canadian Style: Building a geographically distributed storage array for Ontario and beyond","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); World Wide Web; Computer science; Business; Database; Geography; Archaeology","score_opus":0.006318972892277652,"score_gpt":0.16927782669841682,"score_spread":0.16295885380613917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541022267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2918385,0.00020134592,0.6702409,0.00081212865,0.0002877313,0.0006564393,0.00045323945,0.00016331699,0.035346404],"genre_scores_gemma":[0.9776326,0.00008520566,0.0037803347,0.00004904307,0.000028493945,0.0000020479742,0.000019691523,0.000022019303,0.01838057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994107,0.0000126389805,0.00008303282,0.0001990072,0.00005989171,0.00023475519],"domain_scores_gemma":[0.9995791,0.00003290552,0.000019154497,0.00009895765,0.000060991726,0.000208928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004743299,0.00012704998,0.000120002805,0.00010194474,0.00012641728,0.00006446836,0.00008709262,0.00008569695,0.0024455586],"category_scores_gemma":[0.000008459408,0.00011571374,0.000020258643,0.00021170192,0.000050219493,0.00021905404,0.000019791383,0.00006239285,0.0000014514466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001846202,0.000039286995,0.04436285,0.00019188717,0.000390241,0.00015571265,0.003165334,0.002174467,0.036483023,0.018835124,0.0032003706,0.8908171],"study_design_scores_gemma":[0.0007737988,0.000088142275,0.005778489,0.00004676934,0.000049717342,0.0000059658573,0.0005193216,0.0011278314,0.0010374109,0.00029801796,0.98991317,0.00036134137],"about_ca_topic_score_codex":0.012650903,"about_ca_topic_score_gemma":0.6570031,"teacher_disagreement_score":0.9867128,"about_ca_system_score_codex":0.00021622272,"about_ca_system_score_gemma":0.00005721593,"threshold_uncertainty_score":0.9984663},"labels":[],"label_agreement":null},{"id":"W2543272851","doi":"","title":"Synthesis and Characterization of In Situ Gelling Hydrogels Made From Hyperbranched Poly(oligoethylene glycol methacrylate)","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Self-healing hydrogels; Methacrylate; In situ; Polymer chemistry; Characterization (materials science); Materials science; Polymer science; Chemical engineering; Chemistry; Polymer; Nanotechnology; Organic chemistry; Composite material; Monomer; Engineering","score_opus":0.010024432987079867,"score_gpt":0.20308337947040467,"score_spread":0.1930589464833248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543272851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458367,0.0007840736,0.00013372896,0.000038888702,0.00047922088,0.0002950775,0.00026176838,0.000049341743,0.052121166],"genre_scores_gemma":[0.91185254,0.0004393991,0.00042856648,0.000027973902,0.000109693654,0.000004450449,0.00016326105,0.00007317001,0.08690093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797535,0.00018966732,0.0004411459,0.00069477316,0.00029727022,0.00040179116],"domain_scores_gemma":[0.9988468,0.00016826589,0.00047896232,0.0003132951,0.000054288783,0.00013837092],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014826661,0.00041413005,0.000765552,0.0003435239,0.0000972407,0.00005790767,0.00041067292,0.00047944632,0.030037884],"category_scores_gemma":[0.00001689087,0.00041649683,0.0001337294,0.00028656234,0.00010380271,0.00045036344,0.00008160339,0.00019354284,0.00008633066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043952646,0.000049454215,0.00067565124,0.00013989497,0.000057590325,0.00004184132,0.0011406675,0.0000014113464,0.8921054,0.000046543606,0.000002438054,0.10529957],"study_design_scores_gemma":[0.0008954711,0.000031717555,0.0067754835,0.0006151651,0.00022410347,0.0000017754456,0.00076512666,0.00001875548,0.9834627,0.000048098937,0.0066825803,0.00047902123],"about_ca_topic_score_codex":0.000767675,"about_ca_topic_score_gemma":0.0007705111,"teacher_disagreement_score":0.10482055,"about_ca_system_score_codex":0.00010197323,"about_ca_system_score_gemma":0.00009793164,"threshold_uncertainty_score":0.9998287},"labels":[],"label_agreement":null},{"id":"W2547605670","doi":"","title":"The German Minority in Czechoslovakia after the Expulsions","year":2001,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"German; Political science; Philosophy; Linguistics","score_opus":0.015789710198856555,"score_gpt":0.23726354296905441,"score_spread":0.22147383277019786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547605670","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18231471,0.0001860715,0.000025108073,0.00199051,0.00023392236,0.00017115397,0.0000020773666,0.000039169478,0.81503725],"genre_scores_gemma":[0.49139285,0.00032382106,0.000014379407,0.00014953643,0.000084153355,6.814255e-7,5.294262e-7,0.000005825617,0.5080282],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998656,0.00045930129,0.00011508964,0.0001606366,0.00022326334,0.0003857129],"domain_scores_gemma":[0.9993302,0.00012187197,0.000051932748,0.00037117535,0.000033902732,0.00009086492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035565224,0.000109290304,0.00008773488,0.00004495795,0.001161827,0.00012080283,0.00097602094,0.0000656705,0.011083673],"category_scores_gemma":[0.000011651381,0.0000626267,0.00007807027,0.0005517681,0.0004525252,0.00026609804,0.0003152842,0.00028695422,0.00022218535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024149746,0.00010340287,0.081365466,0.0000061353953,0.00002906543,0.00043707443,0.027365886,0.0000060322113,0.000015774238,0.022745159,0.0010763541,0.86660814],"study_design_scores_gemma":[0.0002403068,0.000012835767,0.024096556,0.000014925363,0.0000086461605,0.0000032604707,0.019726241,0.000013329106,0.0000016781687,0.0004262359,0.95535195,0.00010402381],"about_ca_topic_score_codex":0.0018739583,"about_ca_topic_score_gemma":0.045410585,"teacher_disagreement_score":0.9542756,"about_ca_system_score_codex":0.00009974635,"about_ca_system_score_gemma":0.00004614435,"threshold_uncertainty_score":0.9898203},"labels":[],"label_agreement":null},{"id":"W2548459576","doi":"","title":"Simulating Radiative Feedback and the Formation of Massive Stars","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Chicago; Deutsche Forschungsgemeinschaft; U.S. Department of Energy","keywords":"Radiative transfer; Stars; Astronomy; Physics; Astrophysics; Optics","score_opus":0.008352395440524869,"score_gpt":0.2224589440282812,"score_spread":0.21410654858775632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548459576","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062175684,0.000051869818,0.03297237,0.00010306635,0.00011668038,0.0007930435,0.00021287957,0.00001839071,0.903556],"genre_scores_gemma":[0.8225539,0.0000037719112,0.00013311637,0.0000025990448,0.00010545894,0.0000020430348,0.00010452939,0.000015171506,0.17707944],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990016,0.0001365088,0.0001909471,0.0002272421,0.00020012881,0.00024353876],"domain_scores_gemma":[0.9990358,0.00027344588,0.0003477779,0.00014711224,0.00012314395,0.00007276223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070575,0.00021181536,0.00032391454,0.00007431248,0.00018838704,0.000035180932,0.00023400848,0.00006735982,0.0117848],"category_scores_gemma":[0.0000056121057,0.00014962735,0.00015514222,0.0001750747,0.0001790507,0.00030609994,0.00008654938,0.00025964843,0.000023483824],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006701336,0.000026493908,0.0005156827,0.000039799143,0.00015358285,0.0000013229882,0.0012025819,0.00009622576,0.00014514843,0.016820768,0.00004840607,0.98027986],"study_design_scores_gemma":[0.08994641,0.0017886402,0.031281974,0.00662497,0.0033608268,0.0000024703688,0.49174634,0.053340547,0.1231433,0.029960342,0.1624418,0.0063623735],"about_ca_topic_score_codex":0.00009698368,"about_ca_topic_score_gemma":0.000008827038,"teacher_disagreement_score":0.9739175,"about_ca_system_score_codex":0.000044731176,"about_ca_system_score_gemma":0.00008029805,"threshold_uncertainty_score":0.9891186},"labels":[],"label_agreement":null},{"id":"W2549448331","doi":"","title":"Evidence Brief: Defining the Mental Health and Addictions 'Basket of Core Services' to be Publicly Funded in Ontario","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Mental health; Core (optical fiber); Addiction; Psychiatry; Business; Psychology; Public relations; Political science; Medicine; Computer science; Telecommunications","score_opus":0.1787091209158957,"score_gpt":0.32984460184105086,"score_spread":0.15113548092515516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549448331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90044814,0.00040435654,0.00014781507,0.012011424,0.0005385302,0.002109671,0.00022409073,0.000052002106,0.08406398],"genre_scores_gemma":[0.7332622,0.00024074325,0.0007957255,0.015484102,0.00003630521,0.000020817328,0.00008281345,0.000026254991,0.25005105],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820757,0.00033066393,0.00039560947,0.00031179553,0.00024374394,0.00051060534],"domain_scores_gemma":[0.99870896,0.00034017037,0.0002400524,0.00025983527,0.00006479783,0.00038617093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045498367,0.00014399608,0.00022577097,0.00013744672,0.00061586284,0.0000074183445,0.00026208212,0.000080253485,0.020446189],"category_scores_gemma":[0.000011419244,0.0001026795,0.00003500596,0.00038412752,0.00006131394,0.00029654425,0.0003496735,0.00027035666,0.000047957532],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041068922,0.00006217214,0.92368853,0.00037222877,0.000015334981,0.0000026344856,0.020654317,0.0000010728421,0.000021643124,0.0060347673,0.0018619434,0.046874657],"study_design_scores_gemma":[0.0023070753,0.000719776,0.11044003,0.0046947217,0.000012220127,0.0000014140812,0.039622612,0.000020831132,0.000011365255,0.0000830033,0.8419069,0.00018004827],"about_ca_topic_score_codex":0.14248067,"about_ca_topic_score_gemma":0.8309621,"teacher_disagreement_score":0.840045,"about_ca_system_score_codex":0.0009816884,"about_ca_system_score_gemma":0.00055619166,"threshold_uncertainty_score":0.98044926},"labels":[],"label_agreement":null},{"id":"W2557595612","doi":"","title":"Dissolved organic carbon concentration, patterns and quality at a reclaimed and two natural wetlands, Fort McMurray, Alberta.","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Wetland; Natural (archaeology); Dissolved organic carbon; Environmental science; Land reclamation; Water quality; Hydrology (agriculture); Geography; Ecology; Geology; Oceanography; Archaeology; Biology; Geotechnical engineering","score_opus":0.007533100371072778,"score_gpt":0.20902471342741716,"score_spread":0.2014916130563444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557595612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8241589,0.000058483216,0.000009630837,0.000093060306,0.0003094337,0.00028330166,0.000034027882,0.000030358313,0.1750228],"genre_scores_gemma":[0.63602513,0.0001685749,0.000017499866,0.00005121144,0.00005041069,0.0000017342538,0.00033501943,0.00002150827,0.3633289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824154,0.00013055996,0.00025851582,0.0007318463,0.0002145301,0.0004229767],"domain_scores_gemma":[0.9991556,0.0001190735,0.00025333403,0.00023888338,0.000021642909,0.00021149749],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009852949,0.0003715967,0.00042381015,0.000042390624,0.00026783478,0.00004526845,0.00022723309,0.00027524185,0.037578415],"category_scores_gemma":[0.000023414228,0.00032079313,0.000067082205,0.00014337,0.00013324496,0.00019980868,0.00024053268,0.00021903805,0.000029332112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045409863,0.000032768927,0.9625811,0.00006749052,0.000087876644,0.00003459534,0.00093089946,4.478778e-7,0.007486218,0.00007022859,0.00025674168,0.027997514],"study_design_scores_gemma":[0.005082325,0.0001852438,0.9181557,0.00016076006,0.00026714083,0.000022850978,0.0011365641,0.00014424203,0.0020343636,0.00012113503,0.07158094,0.0011086873],"about_ca_topic_score_codex":0.0039884,"about_ca_topic_score_gemma":0.24995472,"teacher_disagreement_score":0.24596632,"about_ca_system_score_codex":0.00032159637,"about_ca_system_score_gemma":0.000026256326,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W2557865473","doi":"","title":"Smart home technology and the needs of the aging population in Southern Ontario","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population ageing; Population; Geography; Demography; Sociology","score_opus":0.00820984625755329,"score_gpt":0.18980737673956158,"score_spread":0.1815975304820083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557865473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408891,0.000026125903,0.0000729799,0.009336199,0.00008084866,0.00021221882,0.0000022051902,0.0000630097,0.04931731],"genre_scores_gemma":[0.8423881,0.0000060655975,0.000036686983,0.000028262446,0.00000789291,4.7305494e-7,9.5353094e-8,0.000004244936,0.1575282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933684,0.00014022648,0.000099407145,0.00011887743,0.00011387994,0.00019074301],"domain_scores_gemma":[0.9995874,0.00007588393,0.00009175902,0.0001971392,0.000027925025,0.000019901294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020007917,0.00007419587,0.000125511,0.0002337223,0.00019759376,0.000010015116,0.0004392785,0.0001456702,0.0015870376],"category_scores_gemma":[0.00003814132,0.00004296109,0.000037163176,0.0009920516,0.00088247866,0.00012824248,0.00021878499,0.00013729694,0.000007697751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002890863,0.000008687644,0.8215099,0.0000023504508,0.000011191352,0.0000019851736,0.020569624,8.602675e-7,0.00005757762,0.06470179,0.000008218033,0.093098916],"study_design_scores_gemma":[0.0082410555,0.000053288357,0.47842994,0.0003653791,0.00009670505,0.000006323817,0.22982822,0.000011786517,0.0002597295,0.03566942,0.24659564,0.000442527],"about_ca_topic_score_codex":0.0641098,"about_ca_topic_score_gemma":0.6440099,"teacher_disagreement_score":0.5799001,"about_ca_system_score_codex":0.00018597243,"about_ca_system_score_gemma":0.00006113534,"threshold_uncertainty_score":0.99932563},"labels":[],"label_agreement":null},{"id":"W2558143169","doi":"","title":"Whole-Rock Pb Isotope Delineation of Archean and Paleoproterozoic Crustal Terranes in the Grenville Province and Adjacent Makkovik Province: Evidence for Juvenile Crustal Growth during the Paleoproterozoic","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archean; Geology; Geochemistry; Terrane; Petrology; Seismology; Tectonics","score_opus":0.016806589728665566,"score_gpt":0.2035873677667121,"score_spread":0.18678077803804655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558143169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927429,0.0010481725,0.00019526352,0.00069146097,0.000053589105,0.001438864,0.00015316356,0.000014991368,0.0036616072],"genre_scores_gemma":[0.9648745,0.0002154422,0.00015189113,0.000049568207,0.000068573856,0.0000073811984,0.00013861633,0.000005988327,0.034488045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982991,0.00017760629,0.0003321997,0.00053825387,0.0003012191,0.00035159156],"domain_scores_gemma":[0.99905896,0.00027516446,0.00028743153,0.00020060607,0.00009413311,0.000083725114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022957768,0.00030206778,0.00036163125,0.00011154669,0.00028985526,0.000073267605,0.00046062097,0.00018130768,0.003977853],"category_scores_gemma":[0.000084456406,0.00016996739,0.00012132881,0.00025275483,0.00016061038,0.0002394046,0.000056225617,0.00027058806,0.0000062423355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032225254,0.00012172033,0.5897239,0.0031954215,0.00015122056,0.00009061354,0.0026728997,0.00019479389,0.004659329,0.000087750544,0.00006570227,0.39581412],"study_design_scores_gemma":[0.0022156613,0.00082184526,0.97001284,0.0012820173,0.00036735606,0.000023514312,0.009926674,0.002845641,0.0025580116,0.0012188429,0.007864378,0.00086322834],"about_ca_topic_score_codex":0.0018393537,"about_ca_topic_score_gemma":0.048051454,"teacher_disagreement_score":0.3949509,"about_ca_system_score_codex":0.000014400137,"about_ca_system_score_gemma":0.00007783118,"threshold_uncertainty_score":0.9969326},"labels":[],"label_agreement":null},{"id":"W2562180448","doi":"","title":"Optimization of an Image-guided Radiation Therapy Protocol for Advanced Stage Lung Cancer","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Lung cancer; Stage (stratigraphy); Radiation therapy; Medicine; Protocol (science); Medical physics; Radiology; Oncology; Alternative medicine; Pathology; Biology","score_opus":0.011286891262753122,"score_gpt":0.3042896755461833,"score_spread":0.2930027842834302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562180448","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007664562,0.000041210395,0.74415433,0.0000245808,0.00019510614,0.113975585,0.000657369,0.00021007004,0.1399753],"genre_scores_gemma":[0.0002648385,0.00008087328,0.13709246,0.000034223376,0.00051780045,0.041760556,0.0015965139,0.00030531228,0.81834745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987573,0.000070211674,0.00029289466,0.00045554037,0.0001669729,0.00025706858],"domain_scores_gemma":[0.998561,0.000035655274,0.00072079565,0.00030086722,0.00030968527,0.00007199535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054936023,0.0003505549,0.00037959043,0.00016817599,0.00012986425,0.000030658382,0.00033039408,0.00016276859,0.047793612],"category_scores_gemma":[0.0000022601262,0.00033702538,0.00017090287,0.00022511689,0.000037549704,0.00076524727,0.000014355265,0.0001222494,4.296265e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018548414,0.0001778281,0.00093077635,0.00033650588,0.0002710095,0.0000013118113,0.00041544242,0.0051928526,0.015934102,0.0015621557,0.00029086246,0.9730323],"study_design_scores_gemma":[0.017072428,0.00069142925,0.0002241945,0.0008892891,0.00016046417,2.1455837e-7,0.0010382764,0.013368681,0.30166805,0.00035708203,0.66292584,0.0016040797],"about_ca_topic_score_codex":0.000106589854,"about_ca_topic_score_gemma":0.000020508473,"teacher_disagreement_score":0.9714282,"about_ca_system_score_codex":0.00018834461,"about_ca_system_score_gemma":0.00019063371,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W2562337126","doi":"","title":"A Scaled Gradient Descent Method for Unconstrained Optimization Problems With A Priori Estimation of the Minimum Value","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"A priori and a posteriori; Gradient descent; Mathematical optimization; Mathematics; Value (mathematics); Descent (aeronautics); Computer science; Applied mathematics; Statistics; Artificial intelligence; Engineering; Artificial neural network","score_opus":0.012662514789529336,"score_gpt":0.2195353591680864,"score_spread":0.20687284437855705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562337126","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037264833,0.0000680852,0.87943816,0.000025390516,0.00039997298,0.0017975393,0.00003529822,0.0002787076,0.11423038],"genre_scores_gemma":[0.23836304,0.00007142752,0.59725636,0.000022578202,0.000108562286,0.000036321555,0.0005221301,0.00024673674,0.16337281],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917674,0.00004746833,0.00018153478,0.00024444057,0.00016639548,0.00018339272],"domain_scores_gemma":[0.99912417,0.000039052225,0.0002805411,0.00035774367,0.00015638772,0.0000421149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006759829,0.00026025277,0.00030448186,0.000112120586,0.00014970408,0.000046390775,0.00034869558,0.00019705793,0.00025165186],"category_scores_gemma":[0.000014570663,0.00021809553,0.00013233011,0.00016876023,0.000046428617,0.00011997688,0.000022645894,0.00015050682,4.2258003e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018966229,0.00003637952,0.000028044286,0.0004771417,0.00021091862,0.0000043766418,0.0007089582,0.83131266,0.0012716657,0.00062003086,0.00019018965,0.16494995],"study_design_scores_gemma":[0.0013162006,0.00015841184,0.00015647171,0.0021325764,0.00060126674,0.0000069672487,0.0005720353,0.9579101,0.02807793,0.00028513125,0.008309131,0.00047375428],"about_ca_topic_score_codex":0.000049414266,"about_ca_topic_score_gemma":0.00024802907,"teacher_disagreement_score":0.28218177,"about_ca_system_score_codex":0.00012579247,"about_ca_system_score_gemma":0.00008036552,"threshold_uncertainty_score":0.88936776},"labels":[],"label_agreement":null},{"id":"W2562732638","doi":"","title":"Be myself experiences of the post-90s of Chinese international students in Canadian universities","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Mathematics education; Medical education; Psychology; Medicine; Computer science","score_opus":0.010953132472709426,"score_gpt":0.2736096678724597,"score_spread":0.2626565353997503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562732638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5874733,0.00003984246,1.6998332e-7,0.00023299035,0.0010365315,0.000117686,0.00003544913,0.0000050677586,0.41105896],"genre_scores_gemma":[0.6748935,0.000125212,0.0000034244347,0.000018583329,0.000064478096,4.769883e-7,0.00002552241,0.000006298639,0.3248625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847156,0.000131965,0.00019498506,0.00021226816,0.0007432806,0.00024592617],"domain_scores_gemma":[0.99914265,0.00006916431,0.00026980028,0.0001125334,0.00032054086,0.00008533878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016824156,0.00015876461,0.00021927616,0.0003510897,0.00020654073,0.00002879435,0.0016039083,0.00019662593,0.025539944],"category_scores_gemma":[0.000034497178,0.00012856592,0.00015282856,0.0003375572,0.00019359482,0.000277578,0.00011367316,0.00013065178,0.0000055940714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001719435,0.00006581783,0.054196615,0.000028275781,0.00014247815,0.000020213463,0.9361809,0.0000033173687,0.000039705003,0.0060408255,0.00006956127,0.0030403463],"study_design_scores_gemma":[0.0004606798,0.000023996303,0.023854863,0.00016021001,0.000018453593,1.2395326e-7,0.9344384,8.514222e-7,0.000078653655,0.00008221078,0.04073305,0.0001484838],"about_ca_topic_score_codex":0.28836322,"about_ca_topic_score_gemma":0.87501615,"teacher_disagreement_score":0.5866529,"about_ca_system_score_codex":0.00070696016,"about_ca_system_score_gemma":0.00074006367,"threshold_uncertainty_score":0.97535086},"labels":[],"label_agreement":null},{"id":"W2565274252","doi":"","title":"Planning to 2050 for Materials Research with Neutron Beams in Canada","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental science","score_opus":0.04397322364057987,"score_gpt":0.25868059837926927,"score_spread":0.2147073747386894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565274252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6896384,0.0000031846512,0.001373423,0.0005027133,0.000058798603,0.00060714374,0.00011889982,0.000012882085,0.3076846],"genre_scores_gemma":[0.9691164,6.035258e-8,0.00078897795,0.000034997804,0.000097615644,0.000007812173,0.00002944672,0.000016761645,0.029907942],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928975,0.000030991087,0.00007077429,0.00020002901,0.00013123374,0.0002771942],"domain_scores_gemma":[0.999578,0.000030778265,0.000026691641,0.00014081501,0.0000832273,0.00014051466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008504521,0.00008347768,0.000115288625,0.000052344352,0.00008310929,0.000038208203,0.00019545964,0.00001321062,0.0025431113],"category_scores_gemma":[7.6642283e-7,0.00008401339,0.000013040726,0.00033972255,0.000016961743,0.00008617552,0.000085659565,0.00008148476,0.000020320607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020315007,0.0005794846,0.1106533,0.00010387831,0.00029005803,0.00008596319,0.005034065,0.030280791,0.020535624,0.353583,0.09578855,0.38103378],"study_design_scores_gemma":[0.0011527318,0.00011019438,0.002738506,0.000044593868,0.000010130967,2.1295537e-7,0.010292448,0.00011270855,0.0020459513,0.0009026361,0.98237723,0.00021267321],"about_ca_topic_score_codex":0.48067757,"about_ca_topic_score_gemma":0.12896952,"teacher_disagreement_score":0.88658863,"about_ca_system_score_codex":0.00021147495,"about_ca_system_score_gemma":0.00031448636,"threshold_uncertainty_score":0.9983687},"labels":[],"label_agreement":null},{"id":"W2566409268","doi":"","title":"Positive Aging: Indigenous Peoples Aging with HIV/AIDS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Indigenous; Gerontology; Virology; Medicine; Biology; Ecology","score_opus":0.008734198728310811,"score_gpt":0.23732312561220104,"score_spread":0.22858892688389024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566409268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123022236,0.00042024133,0.0004963383,0.00039121637,0.00013771841,0.0010366227,0.00013076489,0.00019477899,0.87417006],"genre_scores_gemma":[0.11300869,0.0001943426,0.0010607042,0.00010321681,0.00009006489,0.000005928991,0.0012363626,0.00008244127,0.8842182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834234,0.00006280943,0.00022440069,0.00060100143,0.00029447183,0.00047496092],"domain_scores_gemma":[0.9986994,0.00008463439,0.00026484934,0.00040103018,0.00026309036,0.00028699884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038923466,0.00041366942,0.0005025631,0.00041173532,0.00043218312,0.00003282776,0.0001995604,0.0003025979,0.014402607],"category_scores_gemma":[0.000006470243,0.00033961574,0.00013357737,0.00053399266,0.00005293639,0.00015628416,0.00003720446,0.00039047442,0.0004569694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027649265,0.0010332572,0.14198722,0.0018679156,0.0030610466,0.0033350675,0.030863304,0.000008733413,0.0003915388,0.0029790658,0.0010698296,0.81063807],"study_design_scores_gemma":[0.030955192,0.0053576254,0.3021325,0.028224904,0.009778096,0.0007393861,0.08695873,0.000041268264,0.0033410487,0.0002314925,0.52827775,0.0039620143],"about_ca_topic_score_codex":0.00023070392,"about_ca_topic_score_gemma":0.0007273881,"teacher_disagreement_score":0.8066761,"about_ca_system_score_codex":0.0005396431,"about_ca_system_score_gemma":0.0006693131,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W2566689675","doi":"","title":"The Political Behaviour of Youth in Whitefish River First Nation","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Indigenous and Northern Affairs Canada; McMaster University","keywords":"Politics; Political science; Geography; Fishery; Gender studies; Genealogy; Sociology; History; Law; Biology","score_opus":0.015096832682583732,"score_gpt":0.20424275760993288,"score_spread":0.18914592492734913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566689675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015918145,0.00006299249,0.0000030603817,0.0005232919,0.00048661625,0.00016076792,0.00009206934,0.000016503946,0.9827365],"genre_scores_gemma":[0.13213237,0.0001579945,0.000007055188,0.000022033386,0.00009540184,5.412246e-7,0.000039836137,0.000011597041,0.86753315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989112,0.00014743078,0.00014637149,0.00019065551,0.00030076844,0.00030354847],"domain_scores_gemma":[0.99941427,0.000088256165,0.00013549486,0.00012392762,0.000120059136,0.000118021424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014224071,0.000097396834,0.00014749198,0.0005665389,0.00081229507,0.00009713833,0.0003789674,0.0002548962,0.01374783],"category_scores_gemma":[0.000058655867,0.00010626013,0.00010193982,0.0003923443,0.00043942334,0.00019386111,0.000023331804,0.00019935238,0.000040854815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034264787,0.00016206529,0.025869295,0.00018110416,0.00009414091,0.00011276984,0.09471925,0.0000017688284,0.000009210144,0.6505668,0.0070598386,0.22088107],"study_design_scores_gemma":[0.00033295178,0.000015882033,0.009841073,0.00014613537,0.00007863427,7.975522e-8,0.111363664,3.5184462e-7,0.0000044043795,0.0003810517,0.8776654,0.00017039618],"about_ca_topic_score_codex":0.5066918,"about_ca_topic_score_gemma":0.98989016,"teacher_disagreement_score":0.8706055,"about_ca_system_score_codex":0.0013760808,"about_ca_system_score_gemma":0.00078980456,"threshold_uncertainty_score":0.9871537},"labels":[],"label_agreement":null},{"id":"W2568969349","doi":"","title":"Analyzing Ann Quin’s and Kate Millett’s Forgotten Works Through a Mad Reading Practice and Feminist Literary Criticism","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Criticism; Reading (process); Literature; Literary criticism; Philosophy; Art; Linguistics","score_opus":0.01138973894150256,"score_gpt":0.2271111525473081,"score_spread":0.21572141360580555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568969349","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018288118,0.0070707183,0.000028175773,0.00037112046,0.0015818807,0.00028808456,0.00029548467,0.0001160103,0.9884197],"genre_scores_gemma":[0.022001391,0.0009468118,0.0007863227,0.0009825631,0.0011111107,0.0000035885892,0.00033346243,0.00008882498,0.97374594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981487,0.0001243475,0.00030117072,0.0007282629,0.00023983575,0.00045768495],"domain_scores_gemma":[0.9987288,0.00026229097,0.00029225834,0.00031433353,0.0002595102,0.00014277517],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000108339256,0.000515183,0.0004960746,0.00017708588,0.0007965473,0.00092958705,0.0003009471,0.00038021198,0.011240483],"category_scores_gemma":[0.000054855678,0.00048713008,0.00011460216,0.00014174634,0.00028859533,0.0017104783,0.00017936178,0.00053791347,0.000012045092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001834475,0.00011021118,0.0010349298,0.0013324912,0.0010487058,0.0016012188,0.21657465,1.7738782e-7,0.000053801734,0.43059197,0.02422114,0.32159624],"study_design_scores_gemma":[0.00050891656,0.0000875636,0.00003872384,0.0014497457,0.00040206735,0.000033540382,0.040519148,0.000002920998,0.000012282489,0.0014603066,0.95491314,0.00057165016],"about_ca_topic_score_codex":0.00014479668,"about_ca_topic_score_gemma":0.00049330504,"teacher_disagreement_score":0.930692,"about_ca_system_score_codex":0.00015476307,"about_ca_system_score_gemma":0.000053743777,"threshold_uncertainty_score":0.99975806},"labels":[],"label_agreement":null},{"id":"W2569809771","doi":"","title":"Designing a Management and Referral Tool for Patients with Multiple Chronic Illnesses in Primary Care Settings","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Referral; Medicine; Intensive care medicine; Nursing; Family medicine","score_opus":0.009989060193955249,"score_gpt":0.2152940464879632,"score_spread":0.20530498629400795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569809771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33649337,0.0008103171,0.00059078564,0.00006728339,0.000322072,0.00586934,0.00013051053,0.00018525118,0.65553105],"genre_scores_gemma":[0.36380678,0.00023517846,0.0034196991,0.000117242234,0.0001301125,0.0000748222,0.0046902127,0.00016437711,0.6273616],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985192,0.000028742716,0.0001942503,0.00061126595,0.0002671669,0.0003793936],"domain_scores_gemma":[0.99933165,0.000052460826,0.00016985575,0.00024369455,0.00012051429,0.00008183734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037797545,0.0003637745,0.00040544296,0.0003080372,0.00011909519,0.00004904854,0.00015146383,0.00014435979,0.001774387],"category_scores_gemma":[0.00000737635,0.00032261203,0.00007881137,0.00022960876,0.00005175165,0.00026462786,0.00009287299,0.00013902642,0.000005686562],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0092779985,0.0003355957,0.11363508,0.036281377,0.0009089498,0.00043333872,0.0018059626,0.000020859849,0.000073917836,0.000483701,0.0012960627,0.83544713],"study_design_scores_gemma":[0.055094738,0.0019620508,0.5479309,0.017463889,0.0030047211,0.0000025779084,0.03581798,0.000039173996,0.00024174484,0.00006285464,0.33647507,0.001904337],"about_ca_topic_score_codex":0.00002431911,"about_ca_topic_score_gemma":0.00035937023,"teacher_disagreement_score":0.8335428,"about_ca_system_score_codex":0.0011072705,"about_ca_system_score_gemma":0.00020661282,"threshold_uncertainty_score":0.9999226},"labels":[],"label_agreement":null},{"id":"W2581366681","doi":"","title":"Panel Summary: Enhancing Access to Patient-centred Primary Care in Ontario","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Primary care; Business; Medicine; Family medicine","score_opus":0.05257049388932392,"score_gpt":0.28954647336242595,"score_spread":0.23697597947310203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581366681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13146195,0.00020011616,0.00015149586,0.00279362,0.00094711815,0.0012852763,0.000053972868,0.00015185213,0.8629546],"genre_scores_gemma":[0.20148192,0.000081326216,0.00070177333,0.02333888,0.00015885633,0.000018800676,0.00006399159,0.000072234856,0.7740822],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744666,0.00034260785,0.00044680628,0.0005418959,0.00027489723,0.0009471443],"domain_scores_gemma":[0.9986077,0.0002888348,0.00017017164,0.00041501888,0.00015154376,0.00036671176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000075209995,0.00026606955,0.00044417317,0.00030635827,0.00038243696,0.000018573488,0.0005927695,0.00024112218,0.06173679],"category_scores_gemma":[0.000024984525,0.00022435104,0.000094409595,0.0004900354,0.000033744724,0.000667526,0.00092348945,0.0004837392,0.00054442504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000811629,0.00005900803,0.585463,0.00035632978,0.000027986374,0.0002105814,0.019013807,0.000003013147,0.000521452,0.00019924254,0.01610673,0.37722725],"study_design_scores_gemma":[0.0021532946,0.00011882506,0.11828038,0.00056513725,0.000020092199,5.7906317e-7,0.008712765,1.8130211e-7,0.00010760531,0.000027602562,0.8697166,0.0002969404],"about_ca_topic_score_codex":0.035276543,"about_ca_topic_score_gemma":0.7078291,"teacher_disagreement_score":0.85360986,"about_ca_system_score_codex":0.0073739267,"about_ca_system_score_gemma":0.002525337,"threshold_uncertainty_score":0.9964366},"labels":[],"label_agreement":null},{"id":"W2587417949","doi":"","title":"Assessing the Relationship Between Depression and Obesity Using Structural Equation Modeling","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Depression (economics); Obesity; Psychology; Clinical psychology; Medicine; Mathematics; Internal medicine; Statistics; Economics; Macroeconomics","score_opus":0.08890395516316787,"score_gpt":0.34997655111968506,"score_spread":0.2610725959565172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587417949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8498555,0.0005895669,0.0030082485,0.00006511228,0.00044473243,0.00029287464,0.000007854785,0.000061499704,0.1456746],"genre_scores_gemma":[0.9435145,0.0000098588325,0.0004983889,0.000042541265,0.00036637895,9.2756113e-7,0.00013464603,0.00003222073,0.0554005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833894,0.00034581253,0.00028166358,0.00046529228,0.00021324184,0.00035505433],"domain_scores_gemma":[0.99890476,0.00040980766,0.00028324165,0.00023326602,0.0000834676,0.00008543686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022627317,0.00027790453,0.0002943721,0.00015886979,0.001151363,0.00011600581,0.00020776894,0.0004080365,0.0025106694],"category_scores_gemma":[0.000059392154,0.0002475278,0.0000759246,0.0002881352,0.00004616309,0.00039804477,0.00006820165,0.00061787706,0.000015482077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000687782,0.000011537606,0.83291584,0.00015073207,0.00009555433,0.00001230512,0.006138528,0.0010393929,0.0000096926615,0.0011845642,0.00004256293,0.15833053],"study_design_scores_gemma":[0.00089555955,0.000027931967,0.9518579,0.00045996593,0.00050661387,0.0000060455586,0.026451603,0.015143094,0.0000062896756,0.0008364452,0.0032855673,0.0005229304],"about_ca_topic_score_codex":0.00064990553,"about_ca_topic_score_gemma":0.00045939852,"teacher_disagreement_score":0.15780759,"about_ca_system_score_codex":0.00017676162,"about_ca_system_score_gemma":0.000086807406,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2587943265","doi":"","title":"How Do Therapists Understand and Intend to Implement Practice Guideline Recommendations for Rehabilitation of the Upper Limb Following Stroke","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Guideline; Stroke (engine); Physical medicine and rehabilitation; Medicine; Physical therapy; Psychology; Engineering; Pathology; Mechanical engineering","score_opus":0.02391781144926859,"score_gpt":0.30888390682711764,"score_spread":0.28496609537784906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587943265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14966705,0.0023174835,0.011828093,0.2739953,0.00832473,0.016634077,0.0014663484,0.00017419593,0.53559273],"genre_scores_gemma":[0.08779319,0.00016226587,0.030785263,0.0006517076,0.00015441615,0.000018130557,0.0004367436,0.000072778996,0.8799255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867254,0.000120626304,0.00032739856,0.0004016127,0.00027675685,0.00020103279],"domain_scores_gemma":[0.9977704,0.0006880424,0.00046392938,0.00043686316,0.0005281298,0.00011261917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031092047,0.00023825398,0.00040053934,0.0002538007,0.00029172812,0.0000963964,0.00019806069,0.00018898425,0.0015233579],"category_scores_gemma":[0.0010330537,0.00019467254,0.0004229633,0.00016766058,0.000050761715,0.0002975788,0.000052675157,0.00019966971,0.0000013132435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005570078,0.000460906,0.012127251,0.0018290625,0.0020826014,0.000008338198,0.014099896,0.00001011184,0.004774865,0.006044931,0.045412045,0.9075799],"study_design_scores_gemma":[0.0020777313,0.0008171101,0.0050668586,0.0006504173,0.000597335,0.0000030334268,0.10302458,0.000017417005,0.00024900786,0.00011880897,0.8871894,0.00018830608],"about_ca_topic_score_codex":0.000070515016,"about_ca_topic_score_gemma":0.0005625943,"teacher_disagreement_score":0.9073916,"about_ca_system_score_codex":0.00028976108,"about_ca_system_score_gemma":0.00020597364,"threshold_uncertainty_score":0.9993894},"labels":[],"label_agreement":null},{"id":"W2591797623","doi":"","title":"CLINICAL DECISION MAKING IN PARAMEDICINE","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical decision making; Medicine; Intensive care medicine","score_opus":0.42975407805716803,"score_gpt":0.5396392692959469,"score_spread":0.10988519123877882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591797623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09981806,0.0004024966,0.00017178188,0.00077920494,0.0055634235,0.0013586581,0.00003094471,0.00013657134,0.89173883],"genre_scores_gemma":[0.095959164,0.00096750865,0.0013130103,0.001831288,0.0009678489,0.000009053367,0.00022849663,0.00011213428,0.8986115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928401,0.0031968914,0.0014216992,0.0010087336,0.000634721,0.00089781376],"domain_scores_gemma":[0.9923407,0.0038030609,0.0020462614,0.0010985604,0.00036914722,0.00034227959],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0031224687,0.00046969912,0.0011361301,0.00047796988,0.0010265469,0.00003965657,0.0011767646,0.001871921,0.098597534],"category_scores_gemma":[0.0027049175,0.00049391337,0.00022097872,0.00042030893,0.00013328552,0.00059146184,0.00024764004,0.004373416,0.001277246],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015276761,0.00010366301,0.16957441,0.0008441808,0.00005302591,0.00052816997,0.0022932405,0.0000013691921,0.0000019360214,0.00070638326,0.003611037,0.8207549],"study_design_scores_gemma":[0.002061627,0.00012025312,0.2132983,0.006747952,0.00011272148,0.0000014016659,0.019061927,0.000039005816,6.247941e-7,0.0005309886,0.7576181,0.000407077],"about_ca_topic_score_codex":0.0019492039,"about_ca_topic_score_gemma":0.05985643,"teacher_disagreement_score":0.82034785,"about_ca_system_score_codex":0.000727418,"about_ca_system_score_gemma":0.0015387847,"threshold_uncertainty_score":0.99975127},"labels":[],"label_agreement":null},{"id":"W2593077520","doi":"","title":"Investigation of Sub-Pitch Spatial Resolution for Pixelated CZT X-Ray Detector","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resolution (logic); Detector; Optics; X-ray; Image resolution; X-ray detector; Physics; Materials science; Computer science; Artificial intelligence","score_opus":0.011923144770603617,"score_gpt":0.197934696489702,"score_spread":0.1860115517190984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593077520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4179514,0.001159785,0.16794607,0.00004942334,0.00468073,0.0025360652,0.00040731792,0.0011262947,0.40414292],"genre_scores_gemma":[0.80443996,0.0001389516,0.002885663,0.000009710898,0.0002605246,0.000009309432,0.001248691,0.00016112055,0.19084604],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989716,0.000029963672,0.000247135,0.00029826086,0.0001670011,0.00028602904],"domain_scores_gemma":[0.99914825,0.00004506831,0.00026151794,0.00029679824,0.00016018722,0.000088153116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064796615,0.0003066538,0.00034605627,0.00020858701,0.0001928986,0.000034876026,0.00032758844,0.0003500834,0.0015920951],"category_scores_gemma":[0.000027823668,0.0003904887,0.00014974104,0.00017440625,0.000059329002,0.00038710143,0.000019842035,0.00028327317,0.000012904512],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008561485,0.00002589583,0.00071684824,0.002329267,0.00043875977,0.000030085292,0.002206252,0.022756075,0.23561445,0.00043901155,0.0006205203,0.7339667],"study_design_scores_gemma":[0.006619829,0.0004447165,0.012930519,0.0026633441,0.0013966274,0.00000520915,0.0044606617,0.06900235,0.53802663,0.0015127023,0.35994315,0.002994239],"about_ca_topic_score_codex":0.00008561554,"about_ca_topic_score_gemma":0.00093388796,"teacher_disagreement_score":0.73097247,"about_ca_system_score_codex":0.00017785335,"about_ca_system_score_gemma":0.000065528446,"threshold_uncertainty_score":0.9998547},"labels":[],"label_agreement":null},{"id":"W2593180200","doi":"","title":"Modeling and adjoint sensitivity analysis of general anisotropic high frequency structures","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Sensitivity (control systems); Anisotropy; Physics; Mathematics; Engineering; Electronic engineering; Optics","score_opus":0.007759512848259134,"score_gpt":0.1885208302284403,"score_spread":0.18076131738018117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593180200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316111,0.00027613723,0.0066415444,0.000004822955,0.00025869897,0.00011153373,0.00010613037,0.00007872606,0.060911287],"genre_scores_gemma":[0.9723015,0.00029826257,0.0022743186,0.000003599086,0.000051992516,2.1798456e-7,0.00064014853,0.000026694574,0.024403285],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912035,0.00003910624,0.00020552456,0.0003037637,0.0001618652,0.00016938818],"domain_scores_gemma":[0.9994192,0.0000111456075,0.00013874551,0.0002674175,0.00010703332,0.00005645612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030131048,0.00027484185,0.00059098087,0.00041862944,0.0001279346,0.00005692985,0.00014143658,0.00023859098,0.0059647993],"category_scores_gemma":[0.000006251239,0.00028420595,0.00021156846,0.00035259855,0.000027604772,0.00023303389,0.000024930372,0.00017069724,8.42917e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023603652,0.0000037829204,0.0011029115,0.00013865488,0.002002919,0.000027014832,0.00021115332,0.942387,0.0028201893,0.0014778163,0.000007775988,0.049797215],"study_design_scores_gemma":[0.00029327348,0.00001560924,0.026206682,0.000046741752,0.004085401,0.0000012276122,0.0003979637,0.9672912,0.0008802632,0.00021202746,0.00014625772,0.00042338873],"about_ca_topic_score_codex":0.0017432474,"about_ca_topic_score_gemma":0.0056783557,"teacher_disagreement_score":0.049373828,"about_ca_system_score_codex":0.00007815019,"about_ca_system_score_gemma":0.000017977201,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W2594786965","doi":"","title":"Factors Associated with Hamilton, Ontario Women's Marital Surname Change Attitudes","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demography; Psychology; Geography; Gender studies; Sociology","score_opus":0.06062303855890945,"score_gpt":0.2814279982416048,"score_spread":0.22080495968269537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594786965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46586448,0.00004232785,0.000002672643,0.00005310488,0.0002810927,0.00039256518,0.000026933045,0.00009743168,0.5332394],"genre_scores_gemma":[0.28421348,0.000051871397,0.000008429642,0.0000410455,0.00009282225,0.0000034970926,0.0004366671,0.000025714233,0.71512645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969687,0.00031323344,0.00019665796,0.0005480098,0.0011766992,0.0007967302],"domain_scores_gemma":[0.9985824,0.00010390112,0.0002787671,0.0002067229,0.000462526,0.00036567193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030904353,0.00037884898,0.00045149456,0.0004409921,0.0009827531,0.00041808706,0.0007320743,0.0005100658,0.07640063],"category_scores_gemma":[0.000077369776,0.00038739355,0.00016340138,0.00089823426,0.00022049085,0.000873132,0.000049936694,0.000597615,0.00003642937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037488746,0.0008405933,0.753158,0.00017501488,0.0006183524,0.00033533992,0.16661097,0.0000030708734,0.000009058652,0.0048548123,0.0019165606,0.0711034],"study_design_scores_gemma":[0.000812633,0.00019361536,0.70207334,0.00018019616,0.00012596013,1.2640369e-7,0.06295066,8.3537793e-7,0.0000074613736,0.00016703049,0.23290414,0.0005840016],"about_ca_topic_score_codex":0.0833964,"about_ca_topic_score_gemma":0.95136994,"teacher_disagreement_score":0.8679735,"about_ca_system_score_codex":0.0031338786,"about_ca_system_score_gemma":0.0009347799,"threshold_uncertainty_score":0.9998578},"labels":[],"label_agreement":null},{"id":"W2595414508","doi":"","title":"Maternity Care Collaboration in Ontario: The Perspectives of Obstetricians and Midwives","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maternity care; Nursing; Medicine; Obstetrics; Political science; Health care","score_opus":0.00909973153348338,"score_gpt":0.20890327149202637,"score_spread":0.199803539958543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595414508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6620141,0.0004940833,0.0000039849097,0.00017586375,0.00039317735,0.00037378984,0.000010473099,0.00003629753,0.3364982],"genre_scores_gemma":[0.85401714,0.000031588952,0.000012305124,0.000023383132,0.00006326353,0.0000018922863,0.000030459643,0.000016507682,0.14580347],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991802,0.000028676575,0.00019234247,0.00028837973,0.00013345871,0.0001769203],"domain_scores_gemma":[0.9992071,0.000032952892,0.00031229295,0.00017132683,0.00026821328,0.000008152036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006140637,0.00018291375,0.0002772881,0.0004103703,0.0001292127,0.00006132817,0.00023211005,0.00026275372,0.00343915],"category_scores_gemma":[0.000027072661,0.00014261348,0.000045075503,0.0005708617,0.00006420624,0.0003833826,0.00007239297,0.0002187868,0.00001402963],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005091747,0.000113059745,0.47462508,0.0032674018,0.00017282013,0.00014114792,0.03705865,0.0000052355344,0.00047131442,0.055656232,0.00025236912,0.4277275],"study_design_scores_gemma":[0.0007515323,0.000028206894,0.14204057,0.00050495804,0.00006830466,7.616904e-7,0.3945155,0.000005212899,0.000052146053,0.00029673328,0.46146038,0.00027566784],"about_ca_topic_score_codex":0.1420793,"about_ca_topic_score_gemma":0.89180297,"teacher_disagreement_score":0.7497237,"about_ca_system_score_codex":0.00025110246,"about_ca_system_score_gemma":0.000120857236,"threshold_uncertainty_score":0.99747187},"labels":[],"label_agreement":null},{"id":"W2597036013","doi":"","title":"Synthesis and Evaluation of [2 + 1] Re(I) and 99mTc(I) Complexes: New Synthons for the Preparation of Isostructural Optical and Nuclear Probes","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Synthon; Isostructural; Chemistry; Combinatorial chemistry; Nanotechnology; Materials science; Stereochemistry; Organic chemistry; Crystal structure","score_opus":0.05151315188135525,"score_gpt":0.33008312574577187,"score_spread":0.2785699738644166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597036013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89079905,0.0012499836,0.00010076333,0.0006798559,0.00004862859,0.001854457,0.00008134459,0.000019880463,0.105166025],"genre_scores_gemma":[0.9757031,0.00021811666,0.00093248073,0.000008725616,0.000049660277,0.000006006084,0.000045043438,0.00001525379,0.023021564],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930334,0.000027829716,0.00016081227,0.00024098813,0.00017562012,0.00009138975],"domain_scores_gemma":[0.9991109,0.00024151162,0.00019533408,0.00019726425,0.00016454139,0.00009044719],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117103,0.00013777973,0.0002819517,0.00003497532,0.00016831601,0.000024663104,0.00009484613,0.00014940111,0.0015588215],"category_scores_gemma":[0.00014733308,0.00011459085,0.00005190972,0.000053935415,0.00021135437,0.000086982625,0.00002589803,0.00010967489,2.7396908e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031502494,0.000095873555,0.00047320503,0.0030542957,0.00059339084,0.000002179862,0.0026671381,0.000019042904,0.10769902,0.0056492523,0.00052773784,0.8760686],"study_design_scores_gemma":[0.015755119,0.0014196193,0.08156752,0.0056856656,0.036708273,0.00016340152,0.049885705,0.05949793,0.56232923,0.003497107,0.18174943,0.0017409819],"about_ca_topic_score_codex":0.000030114814,"about_ca_topic_score_gemma":0.000047258633,"teacher_disagreement_score":0.87432766,"about_ca_system_score_codex":0.0000263525,"about_ca_system_score_gemma":0.0000933337,"threshold_uncertainty_score":0.9993539},"labels":[],"label_agreement":null},{"id":"W2597599131","doi":"","title":"Spatial and Temporal Modelling of Water Acidity in Turkey Lakes Watershed","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Geography; Environmental science; Hydrology (agriculture); Water resource management; Physical geography; Geology; Computer science","score_opus":0.026571815279938057,"score_gpt":0.2047081297995465,"score_spread":0.17813631451960843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597599131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380984,0.0000040539376,0.006837297,0.0005115384,0.000030480955,0.00010600807,0.000008223468,0.00001789139,0.05438616],"genre_scores_gemma":[0.9635047,0.000005331206,0.0015110926,0.000050855986,0.000016960537,2.2808439e-7,0.000006872643,0.0000050154013,0.034898996],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992053,0.00009208875,0.00014545453,0.00021038891,0.00013888192,0.00020788652],"domain_scores_gemma":[0.9997765,0.000008592937,0.000037559865,0.00010569474,0.000003977588,0.00006767597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013419004,0.000105164,0.00013441964,0.00004357065,0.000051623127,0.00001382366,0.00013181889,0.00006176572,0.04377629],"category_scores_gemma":[7.3782894e-7,0.000088139495,0.000032988464,0.00009118624,0.0001240579,0.00032090856,0.00018696903,0.00008959228,0.00008265363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064302096,0.00058765034,0.46308264,0.00011371056,0.00006230421,0.000092860886,0.019953428,0.2996261,0.02815654,0.00059646857,0.00048543504,0.18659984],"study_design_scores_gemma":[0.0041408483,0.00021303781,0.024420917,0.00006287568,0.000055328834,0.000009068251,0.002117166,0.1483528,0.09647038,0.00053607323,0.72277635,0.0008451556],"about_ca_topic_score_codex":0.003975996,"about_ca_topic_score_gemma":0.0026039311,"teacher_disagreement_score":0.72229093,"about_ca_system_score_codex":0.000105974694,"about_ca_system_score_gemma":0.000004466118,"threshold_uncertainty_score":0.9570978},"labels":[],"label_agreement":null},{"id":"W2597616102","doi":"","title":"Development and Application of Synthetic Methods for the Production of Small Molecule Libraries","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Production (economics); Computer science; Economics","score_opus":0.009408495292461476,"score_gpt":0.18599958476106637,"score_spread":0.17659108946860488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597616102","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15994075,0.00004429618,0.81491125,0.00027076667,0.000025926505,0.00022087505,0.0000017986449,0.000019499239,0.02456482],"genre_scores_gemma":[0.8274419,0.000011256636,0.1380807,0.000007043149,0.0000107343485,0.0000040762193,7.757747e-7,0.000007981954,0.034435533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976164,0.0000057495513,0.000054346,0.00009850015,0.000028831535,0.000050937088],"domain_scores_gemma":[0.9998022,0.00006584464,0.00003538114,0.000076459684,0.0000038994554,0.000016267102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046093402,0.000039489678,0.000047346643,0.0000048028405,0.000025510399,0.0000017121757,0.000084597035,0.000020425903,0.0008977901],"category_scores_gemma":[0.00001681531,0.000026589778,0.00001429358,0.00006967789,0.00009458774,0.000047024,0.00007636628,0.000013787535,7.372607e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000142764975,0.0000074867617,0.00021079878,0.000023762579,0.000006336302,3.6022545e-8,0.00008948308,0.00006222879,0.518387,0.00025665067,0.0000052890223,0.48093662],"study_design_scores_gemma":[0.00008095523,0.0000050823364,0.00025525384,0.000014254582,0.000011908762,5.440512e-7,0.00011100184,0.00036138386,0.9124596,0.00006616554,0.08659525,0.0000385916],"about_ca_topic_score_codex":0.000003861311,"about_ca_topic_score_gemma":0.0000024535013,"teacher_disagreement_score":0.6768306,"about_ca_system_score_codex":0.000020582254,"about_ca_system_score_gemma":0.0000032371067,"threshold_uncertainty_score":0.98301715},"labels":[],"label_agreement":null},{"id":"W2597869058","doi":"","title":"Issue Brief: Strengthening Primary Healthcare in Canada","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; Canada Research Chairs; McMaster University","keywords":"Primary health care; Primary care; Health care; Political science; Public relations; Medicine; Family medicine; Law","score_opus":0.022691159826043934,"score_gpt":0.28190619698074065,"score_spread":0.25921503715469674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597869058","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120278716,0.00011025608,0.000027276854,0.011923534,0.0022754602,0.0006109844,0.00007235925,0.00010875998,0.8645927],"genre_scores_gemma":[0.33732587,0.00010220111,0.0015274292,0.04648578,0.0006678442,0.000007829061,0.00008168108,0.00007835167,0.613723],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762666,0.00032911604,0.00043749917,0.00041157784,0.00029210595,0.000903044],"domain_scores_gemma":[0.9985737,0.0003671767,0.00019345003,0.00040006416,0.00010832582,0.0003572589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023671436,0.00022861264,0.00042128676,0.0001624112,0.0005072255,0.000008002414,0.00045122034,0.00023762055,0.1038114],"category_scores_gemma":[0.00003492468,0.00024871563,0.00005589868,0.00054413447,0.000041984727,0.00025429187,0.00030333598,0.0017318944,0.00015552343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015487145,0.000028856828,0.56851816,0.0005595081,0.00002023678,0.00032713462,0.0016778515,0.000005900889,0.00013928184,0.0027156367,0.04285681,0.38299575],"study_design_scores_gemma":[0.001180591,0.00002383956,0.09573953,0.00006374821,0.00000986431,0.0000021150986,0.0052736043,0.000016824122,0.000010448383,0.00004524044,0.89740974,0.00022446217],"about_ca_topic_score_codex":0.8921,"about_ca_topic_score_gemma":0.99490047,"teacher_disagreement_score":0.8545529,"about_ca_system_score_codex":0.0028448682,"about_ca_system_score_gemma":0.010019162,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W2597946473","doi":"","title":"THE SOCIAL ORGANIZATION OF SCHOOL HEALTH SUPPORT SERVICES FOR CHILDREN WITH DIABETES IN ONTARIO SCHOOLS: AN INSTITUTIONAL ETHNOGRAPHY","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Sociology; Political science; Medicine; Pedagogy; Anthropology","score_opus":0.017313273845956784,"score_gpt":0.26447234027222344,"score_spread":0.24715906642626664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597946473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814008,0.00006554659,0.000021921282,0.00088887656,0.00015076641,0.0014346931,0.000100436366,0.00003873737,0.015898233],"genre_scores_gemma":[0.8995236,0.00015069985,0.0007062271,0.00045134962,0.0003322244,0.000018868923,0.021204656,0.00007778264,0.077534564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874294,0.0000618005,0.00027134002,0.00030882005,0.000283368,0.0003317603],"domain_scores_gemma":[0.9986781,0.00001612969,0.00046573897,0.00021345435,0.00040907285,0.0002174868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022635904,0.00020239095,0.00038131123,0.00028175858,0.0007690599,0.0000628818,0.0002834444,0.00027283918,0.0015230925],"category_scores_gemma":[0.000021476038,0.00017367618,0.000074519645,0.00038129155,0.00007141667,0.0004564248,0.000016719145,0.00045687944,0.0000028980344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007283996,0.00019001348,0.9532446,0.00066866755,0.00013774374,0.0000029565667,0.0010547984,0.0000012667314,0.000017749326,0.00035271765,0.00028211257,0.04331894],"study_design_scores_gemma":[0.0031671445,0.00057528587,0.95666784,0.0004656121,0.000102537146,0.0000018280327,0.0030724404,0.000007070687,0.000063569634,0.00002625383,0.03568838,0.00016200852],"about_ca_topic_score_codex":0.013632642,"about_ca_topic_score_gemma":0.38189092,"teacher_disagreement_score":0.36825827,"about_ca_system_score_codex":0.00046797725,"about_ca_system_score_gemma":0.0035189004,"threshold_uncertainty_score":0.99938965},"labels":[],"label_agreement":null},{"id":"W2597999321","doi":"","title":"A QUASI-LIKELIHOOD METHOD TO DETECT DIFFERENTIALLY EXPRESSED GENES IN RNA-SEQUENCE DATA","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Computational biology; Gene; Sequence (biology); Genetics; Biology; RNA; Computer science","score_opus":0.028382603435881042,"score_gpt":0.27943012286661445,"score_spread":0.2510475194307334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597999321","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13034698,0.003114897,0.4870391,0.0008255822,0.0027958837,0.0029891485,0.0015874535,0.0002014768,0.3710995],"genre_scores_gemma":[0.10230817,0.0014311825,0.020902341,0.00031787486,0.0005808031,0.000035298915,0.004789799,0.00018191393,0.8694526],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977546,0.00024619832,0.00025890206,0.0011396047,0.00023295374,0.00036778644],"domain_scores_gemma":[0.9983922,0.00001748733,0.00020486167,0.001098377,0.00010865205,0.00017837955],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014549958,0.00035437752,0.00030479225,0.000227887,0.0000853238,0.000050939074,0.0013430247,0.00044120094,0.0047034738],"category_scores_gemma":[0.00003237346,0.00034523808,0.0000984136,0.0003122859,0.00002284835,0.000019504723,0.00038215466,0.00016521594,0.000031670505],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003459987,0.00003530316,0.00006249226,0.00004039434,0.00003527699,0.000009297915,0.000053783573,0.0000036427018,0.5678093,0.000013349833,0.00078262284,0.43080854],"study_design_scores_gemma":[0.0010230957,0.00018661348,0.00068708195,0.00024003493,0.000066108725,0.0000016466117,0.0006567654,0.000039294267,0.36843523,0.000057685997,0.6280538,0.0005526203],"about_ca_topic_score_codex":0.00010642874,"about_ca_topic_score_gemma":0.0018200537,"teacher_disagreement_score":0.6272712,"about_ca_system_score_codex":0.000076515935,"about_ca_system_score_gemma":0.00028075563,"threshold_uncertainty_score":0.9999},"labels":[],"label_agreement":null},{"id":"W2598398492","doi":"","title":"Steroid Transfer Among Cohabitating Female Big Brown Bats","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Geography","score_opus":0.02229290702532711,"score_gpt":0.17697484394378143,"score_spread":0.15468193691845433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598398492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8984394,0.000041256582,0.000048338545,0.0010263304,0.00017047487,0.000111360416,0.000026952188,0.00008394236,0.10005194],"genre_scores_gemma":[0.85764575,0.000029553747,0.000028267958,0.0001740359,0.00010119067,0.0000010750762,0.000004085785,0.0000010222658,0.14201501],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897736,0.00012367954,0.00012402599,0.00033984391,0.000071092225,0.00036397247],"domain_scores_gemma":[0.99952585,0.0002627856,0.000036689293,0.000048562946,0.000040080897,0.00008603073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009698659,0.00015893346,0.00019658625,0.000014814585,0.0003445661,0.000014741724,0.00026194303,0.00016762954,0.036211405],"category_scores_gemma":[0.000017102322,0.000058307967,0.0001002417,0.00023517212,0.0002859135,0.00016993168,0.00011592192,0.000093381765,0.00016505475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077719174,0.000038106722,0.404527,0.000004317233,0.000053876116,0.000023726981,0.00011685271,3.4574998e-7,0.043820105,0.00023325103,0.00029141785,0.55081326],"study_design_scores_gemma":[0.00069267757,0.00032852232,0.80384684,0.000038148628,0.00003141134,0.0000037204677,0.0019756707,0.0000020227253,0.0020401122,0.000082625775,0.19065304,0.0003052366],"about_ca_topic_score_codex":0.000084915686,"about_ca_topic_score_gemma":0.0076270965,"teacher_disagreement_score":0.550508,"about_ca_system_score_codex":0.000035399626,"about_ca_system_score_gemma":0.000004671185,"threshold_uncertainty_score":0.96466964},"labels":[],"label_agreement":null},{"id":"W2598579255","doi":"","title":"Alternate Duals of Gabor Subspace Frames","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Subspace topology; Dual polyhedron; Mathematics; Artificial intelligence; Computer vision; Computer science; Combinatorics","score_opus":0.02315969862389598,"score_gpt":0.22580290266214886,"score_spread":0.2026432040382529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598579255","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023420354,0.00007729345,0.09020455,0.0013775198,0.00013827333,0.00015359331,0.000002507052,0.0003022877,0.8843236],"genre_scores_gemma":[0.85751545,0.000036050358,0.039149,0.00017823985,0.000046372952,4.558053e-7,4.9388257e-7,0.000008458789,0.1030655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904114,0.000053530235,0.00014794308,0.00027704987,0.00023705851,0.00024324964],"domain_scores_gemma":[0.99932736,0.000033860768,0.00009232347,0.00034193107,0.000110979214,0.00009353724],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104764185,0.00013720363,0.00017885865,0.00011749712,0.000044240685,0.00005700489,0.000995832,0.00006943318,0.009486065],"category_scores_gemma":[0.0000121788225,0.00013478578,0.00007986479,0.00037246878,0.000072591654,0.0007570559,0.00029289484,0.00012278807,0.00008390818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037901664,0.00015023175,0.0032039233,0.000026768545,0.00005160939,0.000023361079,0.00062011677,0.000027346186,0.00807672,0.32571068,0.0019703486,0.660101],"study_design_scores_gemma":[0.00097206736,0.0005223614,0.0011247557,0.00017825289,0.000035762496,0.0000078149,0.00035225067,0.0051327683,0.29870746,0.0024142035,0.6899683,0.0005840382],"about_ca_topic_score_codex":0.000031163603,"about_ca_topic_score_gemma":0.000039248636,"teacher_disagreement_score":0.83409506,"about_ca_system_score_codex":0.000057130354,"about_ca_system_score_gemma":0.000028589553,"threshold_uncertainty_score":0.9914194},"labels":[],"label_agreement":null},{"id":"W2598767974","doi":"","title":"Panel Summary: Improving Access to Palliative Care in Ontario","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Excellence; Government (linguistics); Christian ministry; Health care; Medicine; Business; Nursing; Political science","score_opus":0.24024720702585306,"score_gpt":0.32866186203042363,"score_spread":0.08841465500457057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598767974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4263965,0.00030013706,0.0024367566,0.008821246,0.00054593605,0.0019861865,0.00010728368,0.000089554516,0.5593164],"genre_scores_gemma":[0.69282734,0.000018161356,0.0034935288,0.009451611,0.00014337403,0.000037758073,0.000046857484,0.000059372418,0.29392198],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740756,0.00015526444,0.0011913212,0.0006636214,0.00007592373,0.0005063257],"domain_scores_gemma":[0.9984414,0.00020310642,0.0006301168,0.00037843327,0.000082414954,0.00026451805],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008918805,0.00022472517,0.0006476201,0.00044855408,0.00013874033,0.00020496265,0.00064754876,0.00015128849,0.06687484],"category_scores_gemma":[0.00018699521,0.0003172447,0.00009492764,0.00043608563,0.000035800076,0.0013567309,0.000309871,0.0002674168,0.003131196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041967953,0.00006791882,0.9484595,0.00021919872,0.000053196167,0.000013079111,0.017575564,0.00058130804,0.000005466426,0.007911968,0.008153137,0.016917674],"study_design_scores_gemma":[0.0012653718,0.0001021134,0.47544497,0.00012070157,0.0000069484076,4.725784e-7,0.015633846,0.00058991223,0.00000969771,0.0009727593,0.50531036,0.00054284534],"about_ca_topic_score_codex":0.30099133,"about_ca_topic_score_gemma":0.460563,"teacher_disagreement_score":0.49715722,"about_ca_system_score_codex":0.0029484432,"about_ca_system_score_gemma":0.00024577128,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W2598781268","doi":"","title":"Modelling the Impact of Anthropogenic Disturbance on Water Quality in the Coastal Zone of Eastern Georgian Bay, Lake Huron","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Georgian; Bay; Disturbance (geology); Environmental science; Oceanography; Water quality; Hydrology (agriculture); Geography; Water resource management; Geology; Ecology; Geomorphology; Geotechnical engineering","score_opus":0.024843788467382128,"score_gpt":0.23104773107524923,"score_spread":0.2062039426078671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598781268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8268762,0.00013711162,0.0001320684,0.00003270237,0.000090253816,0.00021483556,0.00024439447,0.000003838983,0.1722686],"genre_scores_gemma":[0.93187636,0.00011204258,0.000011050425,0.000006444963,0.000023009407,1.5642155e-7,0.0003493628,0.00000492601,0.067616634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882317,0.00016981219,0.0002243478,0.00024016688,0.00030506722,0.00023742195],"domain_scores_gemma":[0.9992827,0.000087397035,0.0002692607,0.00031512007,0.000013886877,0.000031609365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020081857,0.00022273479,0.000327929,0.00003995726,0.00023988087,0.000023111088,0.00057311263,0.00010055748,0.021477794],"category_scores_gemma":[0.0000037605314,0.00011543999,0.00018802947,0.00007511006,0.00027100026,0.00012133656,0.000026318354,0.0002212099,0.000045444882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014181009,0.00015877285,0.7329017,0.00019016223,0.0002911444,0.000042442305,0.011899875,0.120253295,0.00003773012,0.000052808307,0.000057025703,0.13269694],"study_design_scores_gemma":[0.00090056984,0.00051384215,0.9492108,0.00022986071,0.00013880387,0.0000019471017,0.027727162,0.011145513,0.00018735124,0.00010306165,0.009413237,0.00042780384],"about_ca_topic_score_codex":0.029362872,"about_ca_topic_score_gemma":0.08791193,"teacher_disagreement_score":0.21630915,"about_ca_system_score_codex":0.000010292804,"about_ca_system_score_gemma":0.000020805373,"threshold_uncertainty_score":0.9794167},"labels":[],"label_agreement":null},{"id":"W2599053232","doi":"","title":"Evidence Brief: Optimizing Clinical Practice in Ontario Based on Data, Evidence and Guidelines","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Registered Nurses' Association of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Excellence; Government (linguistics); Christian ministry; Stakeholder; Health care; Evidence-based practice; Political science; Library science; Medicine; Public relations; Nursing; Alternative medicine; Computer science","score_opus":0.5402405631581255,"score_gpt":0.4775893390125409,"score_spread":0.0626512241455846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599053232","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17419678,0.0050168615,0.06476178,0.23393093,0.0033127896,0.006318372,0.000063264655,0.000647231,0.511752],"genre_scores_gemma":[0.20436636,0.0018989212,0.6051549,0.047431808,0.00087352365,0.0000043104405,0.0001477661,0.000115665505,0.14000678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966296,0.0005639523,0.0010398148,0.00085164746,0.0006155826,0.00029942216],"domain_scores_gemma":[0.9910616,0.006485641,0.0004373087,0.00092352706,0.00067271106,0.00041916472],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042024376,0.00022585744,0.00042751516,0.00015662781,0.000060286908,0.00007284819,0.00040542433,0.00016082844,0.005367272],"category_scores_gemma":[0.039308317,0.00023073523,0.000064700405,0.00043967727,0.00013108726,0.0023934764,0.0005243324,0.00072830706,0.000060532846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00797228,0.0005694563,0.29897532,0.00006440778,0.00008314301,0.0014988624,0.00041118063,0.0014778199,0.000024996923,0.00011410641,0.020235889,0.66857255],"study_design_scores_gemma":[0.0077017625,0.0016542427,0.035355818,0.0027931912,0.0006409116,0.00009254029,0.003958388,0.036050495,0.000012333735,0.00003275164,0.9112972,0.00041035115],"about_ca_topic_score_codex":0.028056828,"about_ca_topic_score_gemma":0.060417373,"teacher_disagreement_score":0.8910613,"about_ca_system_score_codex":0.0004667453,"about_ca_system_score_gemma":0.0015282542,"threshold_uncertainty_score":0.99554193},"labels":[],"label_agreement":null},{"id":"W2599210781","doi":"","title":"Measuring Frailty in Older Canadians: An Analysis of the Canadian Longitudinal Study on Aging","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Successful aging; Longitudinal study; Medicine","score_opus":0.045547019098196556,"score_gpt":0.2653865996370078,"score_spread":0.21983958053881122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599210781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7379572,0.000029390623,0.000004698129,0.0002645658,0.00029735232,0.00084324356,0.00010201025,0.000022351274,0.26047918],"genre_scores_gemma":[0.75910777,0.0000024622607,0.000012646498,0.00006833278,0.00003856616,0.000001955436,0.000100462596,0.000035087367,0.24063273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977519,0.00019013723,0.00032520387,0.00065523776,0.00058435946,0.00049314834],"domain_scores_gemma":[0.9982988,0.000055513145,0.00022605051,0.0008008009,0.00021795974,0.00040086792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016503231,0.00036908765,0.00070601853,0.0017876974,0.00020453875,0.000032540185,0.0005532913,0.0002951713,0.016231881],"category_scores_gemma":[0.00005341733,0.00030813704,0.00026979446,0.0020829053,0.000060608523,0.00015391262,0.00003754412,0.00054767786,0.000013650311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017324461,0.0002429505,0.95200145,0.00010450659,0.0015134577,0.0005535539,0.006454013,0.00013640647,0.000047043333,0.00006530893,0.000073809526,0.03863424],"study_design_scores_gemma":[0.0016973775,0.00015260387,0.97785944,0.00087454426,0.002257532,0.0000019850083,0.013754037,0.00005689722,0.000110404486,0.0000036867573,0.0029283273,0.00030313813],"about_ca_topic_score_codex":0.7464572,"about_ca_topic_score_gemma":0.998685,"teacher_disagreement_score":0.2522278,"about_ca_system_score_codex":0.0019528338,"about_ca_system_score_gemma":0.0011125392,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W2599349352","doi":"","title":"Borderline Personality Disorder: Examining Trajectories Of Development Among Adolescents","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Personality; Personality development; Poison control; Adolescent development; Borderline personality disorder; Clinical psychology; Social psychology; Medicine; Medical emergency","score_opus":0.0232355046041049,"score_gpt":0.24335047480640654,"score_spread":0.22011497020230164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599349352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7228347,0.00017456901,0.0038093645,0.00011228685,0.00031344275,0.00017797516,0.000046159523,0.00007439967,0.2724571],"genre_scores_gemma":[0.8491118,0.000013935998,0.00030739378,0.00006701882,0.000042009542,0.000002207154,0.000009136524,0.000023591632,0.1504229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820167,0.00025164243,0.0003097213,0.00054441206,0.0002211373,0.0004714202],"domain_scores_gemma":[0.9991648,0.00007775335,0.00020543617,0.00032476668,0.000088743574,0.0001384854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019320264,0.00026758408,0.0003598456,0.00014067683,0.0001335477,0.000010424545,0.00040013774,0.0002055623,0.07667135],"category_scores_gemma":[0.000014969858,0.00023047724,0.00010045842,0.0003642442,0.00037844063,0.00017449491,0.000106347565,0.00015049179,0.00010618942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000281851,0.00025412676,0.6597188,0.00004059748,0.000085535525,0.00003763516,0.0029335283,5.296896e-7,0.00018566813,0.0010154849,0.0002179292,0.33522826],"study_design_scores_gemma":[0.0025125802,0.00011341937,0.662382,0.00012845133,0.000035709505,0.00000600847,0.005496082,0.0000013799702,0.000038905015,0.00003851266,0.32894436,0.00030257888],"about_ca_topic_score_codex":0.00046182016,"about_ca_topic_score_gemma":0.0015233967,"teacher_disagreement_score":0.33492568,"about_ca_system_score_codex":0.000082208106,"about_ca_system_score_gemma":0.00007290633,"threshold_uncertainty_score":0.93985885},"labels":[],"label_agreement":null},{"id":"W2599842156","doi":"","title":"Evidence Brief: Exploring Models for Pharmacist Prescribing in Primary and Community Care Settings in Ontario","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; University of Waterloo; McMaster University","keywords":"Pharmacist; Primary care; Medicine; Nursing; Family medicine; Public relations; Pharmacy; Political science","score_opus":0.37616170175050045,"score_gpt":0.33385766400142086,"score_spread":0.04230403774907959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599842156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9014,0.00047250677,0.00036379017,0.0002645056,0.00009439154,0.00069015287,0.0000052918062,0.000031574582,0.09667774],"genre_scores_gemma":[0.98735166,0.00006987776,0.0011826926,0.00054720347,0.000016248094,0.000004603654,0.000012748604,0.000014593847,0.010800384],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990049,0.00018951601,0.0001714802,0.00021600207,0.00015985637,0.0002582243],"domain_scores_gemma":[0.99915504,0.0003581829,0.00006357325,0.00015364286,0.0000717181,0.00019786308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034640357,0.00014165681,0.00025763153,0.00011649281,0.0000902103,0.000027675977,0.00013711558,0.0000544658,0.0003705328],"category_scores_gemma":[0.00008138719,0.00015300613,0.000043024353,0.0001937821,0.00005004505,0.001257413,0.00022851251,0.00069509365,0.0000019406932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039526387,0.00024066343,0.86119133,0.00092101976,0.000043196625,0.00020036066,0.038745917,0.00074370974,0.00026070423,0.00012517328,0.00011113996,0.09346416],"study_design_scores_gemma":[0.048887346,0.0019377187,0.11173747,0.00576454,0.000738165,0.00008635965,0.10339149,0.039724816,0.001443595,0.00042122338,0.68437636,0.0014909377],"about_ca_topic_score_codex":0.0130656855,"about_ca_topic_score_gemma":0.026082609,"teacher_disagreement_score":0.74945384,"about_ca_system_score_codex":0.00078696274,"about_ca_system_score_gemma":0.00017607994,"threshold_uncertainty_score":0.9935064},"labels":[],"label_agreement":null},{"id":"W2599862477","doi":"","title":"Citizen Brief: Engaging Communities in Setting Priorities for Home and Community Care in Northeastern Ontario","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Political science; Public relations; Economic growth; Environmental planning; Geography","score_opus":0.04205571662062331,"score_gpt":0.2506413928059731,"score_spread":0.2085856761853498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599862477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77881235,0.00014385159,0.000030904335,0.0002803041,0.00010330962,0.000223748,0.000013787925,0.000024902596,0.22036685],"genre_scores_gemma":[0.96477723,0.000022094217,0.00028719113,0.00008579585,0.000038085578,0.0000016518953,0.000003786587,0.0000067437995,0.034777407],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985106,0.0006586657,0.000126441,0.00012903415,0.00020824106,0.00036703603],"domain_scores_gemma":[0.99928504,0.00032127104,0.00007602984,0.000119484386,0.000081603546,0.00011655844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083786657,0.00010917436,0.0001847655,0.00008062269,0.0007724312,0.00011720512,0.00041405085,0.00008398677,0.00046148995],"category_scores_gemma":[0.000054945205,0.0001315904,0.00003502568,0.0003425936,0.00036507664,0.00049281056,0.00020300782,0.00041366712,0.0000010594688],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032798398,0.000011236653,0.5170908,0.00001563276,0.0000025926743,0.000005565729,0.43507686,0.000020845247,3.8804978e-7,0.0012609318,0.000020811978,0.046461564],"study_design_scores_gemma":[0.0009460618,0.000055753175,0.07300088,0.00008673459,0.0000050881754,3.5894533e-7,0.75302863,0.000032316868,0.0000010302274,0.0006442148,0.17204182,0.00015708411],"about_ca_topic_score_codex":0.80460334,"about_ca_topic_score_gemma":0.9926,"teacher_disagreement_score":0.4440899,"about_ca_system_score_codex":0.0007645935,"about_ca_system_score_gemma":0.00044969274,"threshold_uncertainty_score":0.5940994},"labels":[],"label_agreement":null},{"id":"W2600064355","doi":"","title":"Dialogue Summary: Strengthening Primary Healthcare in Canada (Dialogue 1)","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; Canada Research Chairs; McMaster University","keywords":"Primary care; Primary health care; Political science; Health care; Public relations; Public administration; Medicine; Family medicine","score_opus":0.030388944380925584,"score_gpt":0.2771727530454469,"score_spread":0.24678380866452132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600064355","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041701943,0.0006713345,0.00009236616,0.01946624,0.001294392,0.0010872711,0.00020889462,0.00019405028,0.9352835],"genre_scores_gemma":[0.67027164,0.0006036329,0.00090905593,0.08900061,0.000627824,0.0000080492455,0.00044234213,0.00007555672,0.2380613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966584,0.0007077787,0.0005882667,0.0005158155,0.00034939646,0.0011803292],"domain_scores_gemma":[0.9984011,0.00042913354,0.00024553557,0.00041009832,0.000107035215,0.00040707222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002821551,0.00031350358,0.000616526,0.00024088203,0.00057596,0.000009816085,0.0005095189,0.00025958518,0.013162164],"category_scores_gemma":[0.000036810357,0.00034029057,0.00008725026,0.0007693841,0.000034835415,0.0003238998,0.00020771287,0.0011404016,0.000076194054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004688362,0.00007221595,0.3650797,0.00044874143,0.000032425483,0.0008787655,0.0023417603,0.000047377205,0.000043708525,0.004448062,0.07250735,0.55363107],"study_design_scores_gemma":[0.0021279794,0.00011179119,0.18256292,0.00021695832,0.000021813405,0.000002337309,0.005080464,0.000024198736,0.0000053027384,0.0002970334,0.80914235,0.00040685674],"about_ca_topic_score_codex":0.81010824,"about_ca_topic_score_gemma":0.9816283,"teacher_disagreement_score":0.73663497,"about_ca_system_score_codex":0.0071294843,"about_ca_system_score_gemma":0.010222421,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W2600707529","doi":"","title":"Radio Religion: War, Faith and the BBC, 1939-1948","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Christianity; Faith; Scholarship; Geopolitics; Political science; Politics; Narrative; National identity; History; Sociology; Aesthetics; Religious studies; Law; Literature; Art; Philosophy; Epistemology","score_opus":0.00690282417633631,"score_gpt":0.2146471519798218,"score_spread":0.20774432780348548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600707529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045818286,0.0037053032,0.0000348976,0.0015549876,0.00068190665,0.00043915195,0.000013278966,0.00010751821,0.9888811],"genre_scores_gemma":[0.016991507,0.027872343,0.000054654993,0.00011748137,0.00045031612,0.0000018945177,0.000023673641,0.00002928956,0.95445883],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811476,0.00036753644,0.0001750319,0.0004622895,0.00046087493,0.00041953212],"domain_scores_gemma":[0.9989099,0.00028207275,0.00024371539,0.00028017236,0.00010666518,0.00017747379],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003043479,0.00029079427,0.0003891902,0.00012398385,0.0010919274,0.00014228569,0.0006592567,0.00041585468,0.008359906],"category_scores_gemma":[0.000053570784,0.00020302075,0.00018143641,0.0003585368,0.0005511798,0.0002565329,0.000073647345,0.0002834485,0.0001121071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002183928,0.000066010834,0.0016309237,0.00021119292,0.0004935055,0.00038659194,0.08031354,0.0000032064447,0.00004749626,0.11867022,0.38502744,0.41096595],"study_design_scores_gemma":[0.0013340603,0.000027461223,0.00012912265,0.00016441486,0.00014401953,0.0000017039739,0.01903839,0.000002372271,0.000024463709,0.0021554288,0.976664,0.00031454125],"about_ca_topic_score_codex":0.006913885,"about_ca_topic_score_gemma":0.026063737,"teacher_disagreement_score":0.5916366,"about_ca_system_score_codex":0.00012825793,"about_ca_system_score_gemma":0.0003192937,"threshold_uncertainty_score":0.9996992},"labels":[],"label_agreement":null},{"id":"W2600781132","doi":"","title":"Dialogue Summary: Creating Community-based Specialty Clinics in Ontario","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Specialty; Public relations; Medical education; Medicine; Political science; Family medicine","score_opus":0.05881390003201549,"score_gpt":0.3242859344911767,"score_spread":0.26547203445916123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600781132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31804943,0.00001619373,0.00009561376,0.0003663004,0.00041622508,0.0009634449,0.0000130036715,0.00012667885,0.6799531],"genre_scores_gemma":[0.34302986,0.00001779386,0.0027506643,0.00365955,0.00018833106,0.000014042689,0.00014272262,0.00005218453,0.6501449],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572355,0.002096206,0.0006148559,0.00033619933,0.00024965423,0.0009795234],"domain_scores_gemma":[0.9974067,0.0011892635,0.00031051837,0.00057340006,0.00018172424,0.00033834984],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006353236,0.00028773,0.0004974386,0.00019763279,0.0012432181,0.000025848121,0.00064005115,0.0004147761,0.17217918],"category_scores_gemma":[0.00008094362,0.00031664327,0.0001022976,0.00067824806,0.0001225204,0.00037765177,0.00040982608,0.0025192264,0.0015141744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016805204,0.00017513632,0.9627802,0.00018588253,0.000015621714,0.000043283162,0.0058016456,0.00013729559,0.0000058367527,0.0014666436,0.006650983,0.022569424],"study_design_scores_gemma":[0.002350478,0.00014076193,0.14756264,0.0007623991,0.00002093174,3.4325885e-7,0.016294118,0.00018570645,0.0000039766564,0.0004466925,0.83192736,0.00030459417],"about_ca_topic_score_codex":0.5356508,"about_ca_topic_score_gemma":0.90025145,"teacher_disagreement_score":0.8252764,"about_ca_system_score_codex":0.0019739112,"about_ca_system_score_gemma":0.00084664044,"threshold_uncertainty_score":0.9999286},"labels":[],"label_agreement":null},{"id":"W2600817316","doi":"","title":"Rapid Synthesis: Addressing Long-term Stays in Hospital for People with Mental Health and Addictions Concerns","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Mental health; Term (time); Addiction; Psychiatry; Psychology; Medicine; Nursing","score_opus":0.02516034371126284,"score_gpt":0.27770271242450445,"score_spread":0.2525423687132416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600817316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88970774,0.002856717,0.0014542955,0.005096828,0.0013954695,0.0021288905,0.000911449,0.00017263264,0.09627598],"genre_scores_gemma":[0.9671346,0.00028703216,0.00024878944,0.0004897903,0.0001072628,0.000022960598,0.000029909923,0.00003284772,0.03164681],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884814,0.00008467,0.00016212524,0.00038973897,0.00009759718,0.000417743],"domain_scores_gemma":[0.99933034,0.0001259776,0.00013198226,0.00016406181,0.000024279158,0.00022333757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007305516,0.000163108,0.0002426361,0.00013281194,0.00020454488,0.000018842096,0.0001409846,0.00007581747,0.012666697],"category_scores_gemma":[0.0000015907813,0.00013273465,0.00004545074,0.0002520144,0.000074064075,0.00022904688,0.00005560887,0.000074739015,0.000013312563],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012751931,0.0004696681,0.16823474,0.00022169546,0.00012929052,0.00003262439,0.014525149,2.2731277e-7,0.000013064051,0.0008410615,0.0039778384,0.8102794],"study_design_scores_gemma":[0.025789473,0.007305259,0.328377,0.0036592467,0.0002151371,0.00009181222,0.18158169,0.00002215786,0.000089160465,0.00006198749,0.45135552,0.0014515546],"about_ca_topic_score_codex":0.0006518872,"about_ca_topic_score_gemma":0.014060211,"teacher_disagreement_score":0.8088279,"about_ca_system_score_codex":0.00022085005,"about_ca_system_score_gemma":0.00010418912,"threshold_uncertainty_score":0.98823583},"labels":[],"label_agreement":null},{"id":"W2601772166","doi":"","title":"Panel Summary: Planning for the Future Health Workforce of Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Workforce; Environmental planning; Business; Geography; Economic growth; Economics","score_opus":0.05415618203566327,"score_gpt":0.33751466169051264,"score_spread":0.2833584796548494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601772166","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008301583,0.004907268,0.0016311519,0.0023302906,0.0022566356,0.0028801023,0.00034950578,0.00022973302,0.985407],"genre_scores_gemma":[0.000022355409,0.000700045,0.0011468106,0.0012719457,0.0013914969,0.000015388929,0.00006905531,0.00032352222,0.9950594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970793,0.0003716998,0.0005358993,0.0005494846,0.00033180922,0.0011317774],"domain_scores_gemma":[0.9971241,0.0005676372,0.001198098,0.0007077132,0.00011237211,0.00029009316],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034711193,0.00047898473,0.00086318253,0.00019927217,0.0007413227,0.000008539193,0.00090604456,0.0007822482,0.21278368],"category_scores_gemma":[0.00001209792,0.00034090056,0.00022668595,0.0003225752,0.0001458798,0.00007818442,0.00031308414,0.0008525736,0.0002416154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032785686,0.000023175446,0.006964746,0.00091612944,0.00013755116,0.000008972427,0.0027270464,0.000006061391,3.0676085e-7,0.005436949,0.86082065,0.122630544],"study_design_scores_gemma":[0.0015270667,0.00012452962,0.00027212247,0.0057814135,0.00008438063,8.298368e-7,0.008334932,0.0000044608873,3.4542896e-7,0.00006932888,0.98349565,0.0003049343],"about_ca_topic_score_codex":0.030499509,"about_ca_topic_score_gemma":0.20317383,"teacher_disagreement_score":0.21254206,"about_ca_system_score_codex":0.0016951129,"about_ca_system_score_gemma":0.0021792434,"threshold_uncertainty_score":0.9999043},"labels":[],"label_agreement":null},{"id":"W2602914690","doi":"","title":"Factors of Service Utilization and Participation Outcomes of Children with Disabilities","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Service (business); Business; Marketing","score_opus":0.10061770533538744,"score_gpt":0.3116771029098569,"score_spread":0.21105939757446945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602914690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493593,0.00008881053,0.000016352762,0.000113545655,0.00007773911,0.0003413102,0.000052472893,0.00001802841,0.049932465],"genre_scores_gemma":[0.9105225,0.000104439736,0.000076520795,0.000023994859,0.00001535428,0.0000015919925,0.00027923688,0.00001610123,0.088960245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992435,0.00003457109,0.0001993673,0.00021205159,0.0001923325,0.00011820736],"domain_scores_gemma":[0.9991397,0.000087656445,0.00025184423,0.00016250508,0.00029545222,0.00006279324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003458696,0.000173787,0.00042374944,0.00012294219,0.000053908047,0.000004131534,0.000062693536,0.00012285843,0.0030114034],"category_scores_gemma":[0.000033771732,0.00012308979,0.000051400006,0.00023234746,0.000094851195,0.00011494572,0.000026361184,0.000068203204,0.0000016005717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022484387,0.00009259118,0.95196664,0.000746101,0.00035560795,2.4417952e-7,0.0066434466,5.588489e-7,0.000011672033,0.00039869273,0.000020562773,0.03953902],"study_design_scores_gemma":[0.00062539784,0.00017250706,0.9482584,0.0003084548,0.000450612,3.9570148e-7,0.04834891,0.0000014300907,0.0009624378,0.000019738673,0.00073382055,0.00011790179],"about_ca_topic_score_codex":0.00041748813,"about_ca_topic_score_gemma":0.0005468289,"teacher_disagreement_score":0.041705467,"about_ca_system_score_codex":0.000049507216,"about_ca_system_score_gemma":0.00010619172,"threshold_uncertainty_score":0.99789995},"labels":[],"label_agreement":null},{"id":"W2604728252","doi":"","title":"Rapid Synthesis: Examining the Effectiveness and Cost-effectiveness of Rehabilitation-care Models for Frail Seniors","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Rehabilitation; Medicine; Physical medicine and rehabilitation; Gerontology; Physical therapy","score_opus":0.03511065280601628,"score_gpt":0.28710954956641366,"score_spread":0.2519988967603974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604728252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8731479,0.0007138845,0.011768221,0.00027321832,0.00072173367,0.008100369,0.00008979021,0.00012634098,0.10505853],"genre_scores_gemma":[0.9958425,0.000021897167,0.00076356786,0.000019729121,0.000047478792,0.00017625635,0.000007391702,0.00002793752,0.0030932357],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971138,0.0018777621,0.00020910983,0.0003345175,0.00013761358,0.00032719516],"domain_scores_gemma":[0.98740685,0.0116845975,0.00015480822,0.00027003017,0.00040057662,0.00008312947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007380765,0.00018177788,0.00036825813,0.00011878903,0.0005318445,0.000015123941,0.00020290338,0.00017764508,0.0027054022],"category_scores_gemma":[0.00023187147,0.00014661888,0.000098362456,0.0003375134,0.00016215026,0.00031378292,0.00011755946,0.00019805059,0.000012440913],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020012455,0.000096226744,0.04496093,0.005912906,0.00024023077,0.0000030652793,0.022180561,0.00055505504,0.0013775426,0.0048788697,0.00093133317,0.916862],"study_design_scores_gemma":[0.0074541946,0.001174014,0.46656743,0.0032446987,0.000627866,0.0000026193218,0.4498453,0.001204954,0.0012551163,0.004276574,0.06354453,0.00080269226],"about_ca_topic_score_codex":0.00055937155,"about_ca_topic_score_gemma":0.00006730334,"teacher_disagreement_score":0.9160593,"about_ca_system_score_codex":0.00019149648,"about_ca_system_score_gemma":0.0001141604,"threshold_uncertainty_score":0.99820626},"labels":[],"label_agreement":null},{"id":"W2604823066","doi":"","title":"Issue Brief: Addressing the Integration of Nurse Practitioners in Primary Healthcare Settings in Canada","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Primary health care; Health care; Nursing; Primary care; Medicine; Political science; Family medicine","score_opus":0.062038532375158655,"score_gpt":0.3190961363386651,"score_spread":0.25705760396350646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604823066","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17201276,0.000146993,0.00008003803,0.009064741,0.000692263,0.0006520196,0.000024297677,0.000023576808,0.8173033],"genre_scores_gemma":[0.93174237,0.00004621418,0.00091889605,0.0025277438,0.00006936933,0.0000035168573,0.00002409289,0.000022125267,0.06464568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998296,0.0007262488,0.0003016348,0.00019949087,0.00017269733,0.00030391954],"domain_scores_gemma":[0.9989894,0.00029467218,0.00037557198,0.00018943244,0.00008830002,0.00006259367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034506197,0.00011304151,0.0001952026,0.000109438355,0.00022253414,0.000005608038,0.00021047305,0.00010096606,0.015694123],"category_scores_gemma":[0.00004511828,0.000098844546,0.000022310101,0.0005225541,0.000050399205,0.00044108418,0.00005037047,0.00066064176,0.00001053806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014424259,0.00018467061,0.36411202,0.00078255596,0.000036141726,0.00017675161,0.08690767,0.0000490771,0.0004450064,0.0033983942,0.0149343,0.52753097],"study_design_scores_gemma":[0.0013637864,0.00007023324,0.1964944,0.0016747245,0.000032541036,0.0000030969559,0.32248256,0.00014982552,0.00014659284,0.00014315562,0.47722352,0.0002155796],"about_ca_topic_score_codex":0.85377896,"about_ca_topic_score_gemma":0.9491678,"teacher_disagreement_score":0.7597296,"about_ca_system_score_codex":0.0010476433,"about_ca_system_score_gemma":0.001370055,"threshold_uncertainty_score":0.98520565},"labels":[],"label_agreement":null},{"id":"W2604982920","doi":"","title":"Dialogue Summary: Organizing a Care System for Older Adults in Ontario","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Gerontology; Medicine","score_opus":0.03239282486007124,"score_gpt":0.25354416127010254,"score_spread":0.22115133641003132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604982920","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30533448,0.000119523946,0.00048827322,0.000019071555,0.00081682886,0.0013027296,0.000029848741,0.00019027264,0.69169897],"genre_scores_gemma":[0.83580333,0.0000049116143,0.00047804308,0.00019742848,0.00012826284,0.0000107781425,0.000043185257,0.000040302926,0.16329375],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841624,0.00022439248,0.00026384063,0.00039515362,0.00012853488,0.0005718209],"domain_scores_gemma":[0.9991643,0.00010405013,0.00015415193,0.00022538271,0.00020975395,0.00014237632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116376206,0.00021136293,0.00036165764,0.00013388379,0.00054562546,0.00000970643,0.00031179722,0.00030173972,0.012887048],"category_scores_gemma":[0.000015379901,0.00022932336,0.00010313986,0.00029118053,0.00004250403,0.00022534332,0.00018220877,0.00044851846,0.00009404477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032079912,0.00004863261,0.42775744,0.0007828382,0.000044935503,0.000116492134,0.5549797,5.459604e-7,0.0000061040796,0.002236685,0.00062414823,0.013081675],"study_design_scores_gemma":[0.00358319,0.00008253171,0.045828234,0.0014220853,0.00007963827,6.1794293e-7,0.8268223,0.000007628075,0.0000509218,0.00004220943,0.12171279,0.00036785696],"about_ca_topic_score_codex":0.18609765,"about_ca_topic_score_gemma":0.7530419,"teacher_disagreement_score":0.56694424,"about_ca_system_score_codex":0.0013723258,"about_ca_system_score_gemma":0.00038236796,"threshold_uncertainty_score":0.9880153},"labels":[],"label_agreement":null},{"id":"W2605108041","doi":"","title":"Dialogue Summary: Strengthening National Health Systems’ Capacity to Respond to Future Global Pandemics","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; International Development Research Centre; McMaster University","keywords":"Pandemic; Political science; Global health; Environmental planning; Economic growth; Coronavirus disease 2019 (COVID-19); Geography; Health care; Medicine; Economics","score_opus":0.03168122385755219,"score_gpt":0.24957360052690114,"score_spread":0.21789237666934896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605108041","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12246839,0.000079511105,0.004899566,0.1019681,0.0023389678,0.0015829559,0.00017705896,0.0003768356,0.76610863],"genre_scores_gemma":[0.6049565,0.00003771114,0.0043858257,0.30531615,0.012363928,0.000036232563,0.00023986581,0.00010573904,0.07255802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979861,0.000111078734,0.00035561394,0.00043489807,0.00030312774,0.0008091988],"domain_scores_gemma":[0.9989662,0.00006738811,0.00021069184,0.00020681493,0.0003443165,0.00020457436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005565276,0.00024611928,0.00038429757,0.00022635325,0.00035545407,0.0002541786,0.0004809862,0.00015936332,0.0025571848],"category_scores_gemma":[0.00015924826,0.00024926476,0.000077301425,0.0012966688,0.00003729299,0.0009658267,0.000431145,0.00019311138,0.0007487057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007128422,0.000037700727,0.0098613305,0.0001670028,0.00003574858,0.0000057657867,0.00016304411,0.005623594,0.000005214998,0.19647877,0.7501216,0.037428964],"study_design_scores_gemma":[0.00035437144,0.00003219507,0.0081454655,0.000049786835,0.0000067800997,0.0000024528674,0.0030313241,0.0016656249,6.702982e-8,0.0006112414,0.9858662,0.00023448511],"about_ca_topic_score_codex":0.044664662,"about_ca_topic_score_gemma":0.0041023754,"teacher_disagreement_score":0.6935506,"about_ca_system_score_codex":0.00059716625,"about_ca_system_score_gemma":0.00015240027,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W2606140558","doi":"","title":"ASSESSING OUTPATIENTS’ ATTITUDES AND EXPECTATIONS TOWARDS ELECTRONIC PERSONAL HEALTH RECORDS (ePHR) SYSTEMS IN SECONDARY AND TERTIARY HOSPITALS IN RIYADH, SAUDI ARABIA","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"King Saud University","keywords":"Family medicine; Medicine; Health records; Family member; Tertiary care; Permission; Health care; Political science","score_opus":0.03597891145901418,"score_gpt":0.3407142331572653,"score_spread":0.3047353216982511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606140558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93159837,0.0037425242,0.00013395614,0.0018684508,0.00064223807,0.0016780304,0.000029293573,0.0000751016,0.060232036],"genre_scores_gemma":[0.9814885,0.0005210634,0.00015728526,0.00026256175,0.00012625856,0.00003281157,0.000015869868,0.00004581727,0.01734981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554634,0.0012725071,0.0007620399,0.00074363133,0.000276157,0.0013993162],"domain_scores_gemma":[0.998174,0.0002639592,0.0007181527,0.0004143803,0.00009407578,0.0003354355],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010485651,0.0003403107,0.00071671477,0.00040453294,0.0014825765,0.00016121632,0.00036265992,0.00031302552,0.0013041812],"category_scores_gemma":[0.00010424903,0.00037499378,0.000053753287,0.0002744307,0.00016302861,0.0013326611,0.0003139805,0.0013878173,0.00002191061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006514115,0.0000696093,0.8015159,0.0013386889,0.00003420854,0.000040777883,0.0077640545,0.0000016456094,0.000019254514,0.00040730162,0.00025209365,0.18849134],"study_design_scores_gemma":[0.0031438547,0.00030063483,0.9464932,0.0019267955,0.0000137577135,0.00001217093,0.027800724,0.0005279751,0.0000016420811,0.000073300704,0.019319193,0.0003867641],"about_ca_topic_score_codex":0.02057495,"about_ca_topic_score_gemma":0.047727417,"teacher_disagreement_score":0.18810457,"about_ca_system_score_codex":0.0021591906,"about_ca_system_score_gemma":0.0021605268,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W2606974999","doi":"","title":"Evidence Brief: Promouvoir un poids santé par des interventions populationnelles au Canada","year":2012,"lang":"fr","type":"article","venue":"MacSphere (McMaster University)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.09515977027423654,"score_gpt":0.353218047746889,"score_spread":0.2580582774726524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606974999","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3914942,0.04012512,0.0059502944,0.022436328,0.009528389,0.0025043155,0.00033567954,0.00024470282,0.52738094],"genre_scores_gemma":[0.5319979,0.0013834042,0.0030879627,0.000724849,0.0010569951,0.0000040617765,0.000020817168,0.000041576255,0.46168238],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933928,0.0032184417,0.0007330275,0.00049983925,0.00044344587,0.0017124425],"domain_scores_gemma":[0.99600196,0.0015599835,0.0006906932,0.00048410895,0.00030492133,0.00095832645],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012952781,0.00041809765,0.0005008587,0.00016815818,0.0032992458,0.000047966525,0.00056857377,0.0005394572,0.31914347],"category_scores_gemma":[0.0005836427,0.0004911938,0.0002308059,0.00094204623,0.0003882333,0.0031533719,0.0005584516,0.0013185404,0.0008972754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024853053,0.0007181441,0.60091937,0.008072498,0.00023674454,0.000118975906,0.014878312,0.00006667577,0.000014321462,0.013556294,0.019873895,0.34129626],"study_design_scores_gemma":[0.0008037599,0.0001401818,0.29689392,0.0070201866,0.00042041313,0.000016344708,0.022638768,0.000120307865,0.000026351927,0.00024042607,0.6712293,0.00045002994],"about_ca_topic_score_codex":0.761927,"about_ca_topic_score_gemma":0.96799517,"teacher_disagreement_score":0.6513554,"about_ca_system_score_codex":0.002936583,"about_ca_system_score_gemma":0.0029162406,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W2607175401","doi":"","title":"Advancing the Treatment of Industrial Wastewater via Integration of PeCOD® And LC-OCD Analytical Tools","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Wastewater; Industrial wastewater treatment; Engineering; Environmental science; Waste management; Biochemical engineering","score_opus":0.03177617688823067,"score_gpt":0.24554591880860932,"score_spread":0.21376974192037865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607175401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473436,0.000024713478,0.000046155757,0.00006218409,0.00019045178,0.00018763971,0.00002390611,0.000009626933,0.052111708],"genre_scores_gemma":[0.68400645,0.000065665314,0.00011914988,0.0000015417608,0.000081556216,8.512464e-7,0.000086210726,0.00001252452,0.31562606],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899703,0.00010040512,0.00023024721,0.0002810243,0.00022815175,0.00016313174],"domain_scores_gemma":[0.99924916,0.000056247973,0.0003139607,0.00030126935,0.000017783284,0.0000615718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010386582,0.00019680508,0.00035203702,0.00006298565,0.00014857021,0.000042577114,0.00025351203,0.00017532766,0.007664024],"category_scores_gemma":[0.000015394708,0.00014008633,0.00015317953,0.00012891457,0.0001457152,0.00021313912,0.000044067623,0.000117743184,0.000010961195],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030276662,0.0002324179,0.011384177,0.000039941293,0.000252033,0.0000158939,0.00427289,0.00015606185,0.016116194,0.000040854822,0.000107383355,0.9670794],"study_design_scores_gemma":[0.0061228643,0.00339939,0.03763616,0.0011600401,0.005123171,0.0000084189605,0.050468422,0.003772302,0.5753666,0.00044192845,0.31462744,0.001873232],"about_ca_topic_score_codex":0.0018336155,"about_ca_topic_score_gemma":0.0005799871,"teacher_disagreement_score":0.96520615,"about_ca_system_score_codex":0.00017169256,"about_ca_system_score_gemma":0.000015770916,"threshold_uncertainty_score":0.9932431},"labels":[],"label_agreement":null},{"id":"W2607343961","doi":"","title":"The gender binary, the third space, and public university washrooms","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public space; Space (punctuation); Binary number; Gender studies; Political science; Sociology; Mathematics; Engineering; Linguistics; Philosophy; Arithmetic; Architectural engineering","score_opus":0.0476236646224943,"score_gpt":0.2367237470804494,"score_spread":0.18910008245795512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607343961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017699229,0.00032734813,0.00006874018,0.0052385204,0.0008187626,0.0004145717,0.00004893267,0.00010969331,0.9752742],"genre_scores_gemma":[0.12965578,0.0019891337,0.000024751589,0.000083412444,0.00016039477,2.4240003e-7,0.000028534332,0.000016331665,0.8680414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971946,0.0009301679,0.00013558361,0.0005238842,0.0005702114,0.0006455428],"domain_scores_gemma":[0.99851906,0.00034320497,0.00025703304,0.0004077997,0.00021721273,0.0002556697],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063637877,0.00029459686,0.00024679553,0.00012708572,0.0051317965,0.00029966322,0.001338223,0.0004428415,0.012097003],"category_scores_gemma":[0.00007086833,0.00020844601,0.00019587175,0.0006315126,0.0008038432,0.00060426095,0.00031395894,0.00047361356,0.00014085844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006556452,0.00014315764,0.015426856,0.00015049492,0.0007698295,0.00018091341,0.051854562,0.0000029116266,0.00006368772,0.69358265,0.04570705,0.19146225],"study_design_scores_gemma":[0.00037302932,0.000023621926,0.003946958,0.000022603681,0.00011122303,5.523471e-7,0.20417139,0.0000036452975,0.000006248378,0.0008082382,0.79027915,0.00025335792],"about_ca_topic_score_codex":0.002181112,"about_ca_topic_score_gemma":0.019759556,"teacher_disagreement_score":0.7445721,"about_ca_system_score_codex":0.00035984497,"about_ca_system_score_gemma":0.00042554227,"threshold_uncertainty_score":0.9981273},"labels":[],"label_agreement":null},{"id":"W2607497599","doi":"","title":"Dialogue Summary: Preventing Suicide in Canada","year":2012,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Political science; Poison control; Criminology; Medical emergency; Computer security; Medicine; Psychology; Computer science","score_opus":0.0262549971181277,"score_gpt":0.2350375656075037,"score_spread":0.20878256848937599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607497599","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31448442,0.00065944,0.00003802109,0.00012991561,0.0006831693,0.00015767186,0.000014768299,0.000037596077,0.683795],"genre_scores_gemma":[0.7883784,0.000015490694,0.00006961131,0.00027839805,0.000110206725,0.0000015363055,0.00000879076,0.000017872406,0.21111968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853706,0.000181604,0.00017752682,0.00026525967,0.00014489485,0.00069362746],"domain_scores_gemma":[0.9993913,0.0001427804,0.00008094557,0.0002210029,0.00002433823,0.00013959027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013366541,0.00018764313,0.00025320004,0.00010871319,0.00010252985,0.000010666269,0.0002677377,0.00007342532,0.059132848],"category_scores_gemma":[0.000014032879,0.00020719411,0.00006355005,0.0004411122,0.000036397287,0.00021823894,0.00017925283,0.00021168863,0.00015315544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007356552,0.000065739085,0.9501519,0.0000132351715,0.000104300496,0.00021360266,0.0016264524,0.000008459729,0.00003213,0.0012517908,0.005593016,0.04086577],"study_design_scores_gemma":[0.0015082803,0.000032331507,0.5131835,0.000019436075,0.00007418205,0.000010441747,0.021180013,0.000009957873,0.00010513008,0.00004286065,0.4633897,0.00044420143],"about_ca_topic_score_codex":0.819162,"about_ca_topic_score_gemma":0.9437547,"teacher_disagreement_score":0.473894,"about_ca_system_score_codex":0.00044653725,"about_ca_system_score_gemma":0.00013709457,"threshold_uncertainty_score":0.9417272},"labels":[],"label_agreement":null},{"id":"W2607735102","doi":"","title":"A developmental perspective of the relationship between Developmental Coordination Disorder and internalizing problems based on the Environmental Stress Hypothesis","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Therapy and Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Perspective (graphical); Psychology; Developmental psychology; Stress (linguistics); Environmental stress; Cognitive psychology; Computer science; Ecology; Artificial intelligence; Biology","score_opus":0.0309779713149101,"score_gpt":0.2365921901995566,"score_spread":0.2056142188846465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607735102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59887016,0.000100506106,0.000054581273,0.000404328,0.00022751914,0.00082480774,0.00012682742,0.000021939552,0.3993693],"genre_scores_gemma":[0.76102465,0.000004653467,0.000096610514,0.000047686503,0.000023508563,0.000007942954,0.00006346653,0.000029824894,0.23870166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985072,0.00023823607,0.00025381174,0.0004625584,0.00031784322,0.00022035597],"domain_scores_gemma":[0.99876034,0.00047991972,0.00046133978,0.00021659897,0.000029933897,0.000051854524],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015155399,0.00032931872,0.0002606884,0.00015382808,0.0006772781,0.000056686753,0.0005727949,0.00023148503,0.013246398],"category_scores_gemma":[0.000051898725,0.0002505458,0.00012626506,0.00014876074,0.0001831319,0.00013534412,0.00009186727,0.0004098765,0.00003102379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005271342,0.0002540524,0.8902126,0.00007829487,0.00058388215,0.000010688795,0.02091772,0.000011695399,0.00008958805,0.0064777466,0.00027367647,0.08056292],"study_design_scores_gemma":[0.0012434307,0.000054278928,0.9412208,0.0004904723,0.00010860793,0.0000031044503,0.040068123,0.0000061477103,0.00039548817,0.0003805645,0.015687276,0.00034168927],"about_ca_topic_score_codex":0.00024065337,"about_ca_topic_score_gemma":0.0010781386,"teacher_disagreement_score":0.16215447,"about_ca_system_score_codex":0.0005390285,"about_ca_system_score_gemma":0.00013277378,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W2608030452","doi":"","title":"Citizen Brief: Improving Care and Support for People with Multiple Chronic Health Conditions in Ontario","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Excellence; Government (linguistics); Christian ministry; Health care; Political science; Public relations; Medicine; Gerontology; Library science; Nursing; Computer science","score_opus":0.07068100380514844,"score_gpt":0.28618987137312846,"score_spread":0.21550886756798002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608030452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5807148,0.0010587892,0.07538212,0.012327679,0.0007213697,0.0058364156,0.0015294037,0.00024381958,0.3221856],"genre_scores_gemma":[0.9377309,0.000017377648,0.0052092243,0.0023953805,0.00010303696,0.0000249493,0.00019855623,0.00004296343,0.05427762],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805266,0.00011024911,0.00084459234,0.0005237789,0.000046373727,0.0004223462],"domain_scores_gemma":[0.9985191,0.00033160497,0.0006662294,0.00025146388,0.00004525577,0.0001863325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012842045,0.00016911096,0.0006499464,0.00023552965,0.00025297227,0.00005738494,0.00016645284,0.00009283629,0.005975221],"category_scores_gemma":[0.00011728264,0.0002290267,0.000059355723,0.00016249095,0.00005744593,0.00039552766,0.000060981798,0.00015601439,0.000060961844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008455428,0.000065234075,0.923461,0.0012862356,0.0000642186,0.0000027868077,0.011811964,0.0005838432,0.0000031170403,0.047373835,0.0018999997,0.013363181],"study_design_scores_gemma":[0.0062783393,0.00087590824,0.24236742,0.00014993634,0.000013783703,0.0000074190107,0.0069965865,0.005084864,0.000003427377,0.000574774,0.7371374,0.0005101384],"about_ca_topic_score_codex":0.06849054,"about_ca_topic_score_gemma":0.7096495,"teacher_disagreement_score":0.7352374,"about_ca_system_score_codex":0.0020199972,"about_ca_system_score_gemma":0.00052863674,"threshold_uncertainty_score":0.9949334},"labels":[],"label_agreement":null},{"id":"W2608600462","doi":"","title":"Dialogue Summary: Supporting Chronic Pain Management across Provincial and Territorial Health Systems in Canada","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Environmental planning; Business; Environmental resource management; Political science; Medicine; Geography; Physical therapy; Environmental science","score_opus":0.008564763340736442,"score_gpt":0.21943769293412727,"score_spread":0.21087292959339082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608600462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7182591,0.002190807,0.003264877,0.008892636,0.004056535,0.0077884514,0.00014877287,0.00040859688,0.2549902],"genre_scores_gemma":[0.9303648,0.00012576507,0.0001629368,0.0008716643,0.00068507576,0.0000020699445,0.00006246943,0.000018918128,0.06770634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998375,0.00016386616,0.00026163607,0.00035942142,0.00025732841,0.00058272306],"domain_scores_gemma":[0.99944264,0.000031906067,0.00012623834,0.00018581585,0.000018562238,0.00019485485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004887371,0.00018663007,0.000334665,0.00009778668,0.00012635857,0.000042730502,0.00014586057,0.000054650227,0.0003871693],"category_scores_gemma":[0.000012648646,0.00020027476,0.000037632002,0.0003077991,0.000027694521,0.00012651659,0.00011353723,0.00017577765,0.0000023801472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031768868,0.000082324805,0.1799944,0.0008101158,0.000073967276,0.0017589375,0.0005057668,0.00009555411,0.000023719345,0.0008116478,0.008714689,0.80681115],"study_design_scores_gemma":[0.005200546,0.00053203164,0.1648741,0.00055194047,0.000055694312,0.0000033957858,0.006906086,0.002833382,0.000006398777,0.000020901978,0.81865424,0.00036127502],"about_ca_topic_score_codex":0.51703745,"about_ca_topic_score_gemma":0.84379137,"teacher_disagreement_score":0.80993956,"about_ca_system_score_codex":0.002061533,"about_ca_system_score_gemma":0.00057268806,"threshold_uncertainty_score":0.8166968},"labels":[],"label_agreement":null},{"id":"W2609178935","doi":"","title":"Natural and Anthropogenic Sources Controlling Regional Groundwater Geochemistry on the Niagara Peninsula","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peninsula; Natural (archaeology); Groundwater; Geology; Geochemistry; Environmental science; Hydrology (agriculture); Geography; Archaeology; Geotechnical engineering; Paleontology","score_opus":0.013939310568745004,"score_gpt":0.20524167510040692,"score_spread":0.1913023645316619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609178935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100028045,0.00094450475,0.00044350416,0.003756758,0.0007247547,0.00035736835,0.000008134926,0.00016662327,0.8935703],"genre_scores_gemma":[0.3961632,0.00005316051,0.00011775116,0.00012741616,0.00011421837,0.0000013505067,0.000055403503,0.000006571685,0.60336095],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998369,0.00007637821,0.00016457369,0.0007160022,0.00029909977,0.00037499712],"domain_scores_gemma":[0.9985912,0.00014869805,0.0003386661,0.00068031944,0.00014896928,0.000092164504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013968589,0.0003796581,0.00031651775,0.000057533463,0.0009372098,0.0004407077,0.0016268502,0.0003038572,0.005558268],"category_scores_gemma":[0.000049524933,0.00030087732,0.00016556452,0.00011632859,0.00019706158,0.000287628,0.00021614505,0.0006090737,0.000028307533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037995554,0.00088941527,0.005785782,0.0028695827,0.0035843484,0.0045177373,0.019894946,0.0005969182,0.04607853,0.097052924,0.033817217,0.781113],"study_design_scores_gemma":[0.0013983125,0.0000949442,0.0013438725,0.00046176676,0.00012530874,0.0000771172,0.0028478238,0.00425875,0.009711579,0.0018597086,0.9768587,0.0009621564],"about_ca_topic_score_codex":0.00005722154,"about_ca_topic_score_gemma":0.00006288291,"teacher_disagreement_score":0.94304144,"about_ca_system_score_codex":0.000050827097,"about_ca_system_score_gemma":0.000079161626,"threshold_uncertainty_score":0.9999443},"labels":[],"label_agreement":null},{"id":"W2615241367","doi":"","title":"Issue Brief: Addressing Housing Challenges Faced by People with HIV in Ontario","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Ontario HIV Treatment Network; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Human immunodeficiency virus (HIV); Public relations; Medicine; Political science; Gerontology; Business; Economic growth; Family medicine; Economics","score_opus":0.0397976651153713,"score_gpt":0.2870393384735038,"score_spread":0.24724167335813252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615241367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61361766,0.00008980409,0.0001002803,0.00057873386,0.00024771583,0.0002923691,0.00000802908,0.00008680806,0.3849786],"genre_scores_gemma":[0.80846167,0.000034014,0.00031617252,0.000067877256,0.000087150875,0.0000025782847,0.000010608073,0.000033351276,0.19098657],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840766,0.00022301554,0.00020110181,0.00039094908,0.00020221256,0.00057504926],"domain_scores_gemma":[0.99922377,0.00011384729,0.00014397754,0.00024550915,0.0001086837,0.00016418385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015657752,0.00022103713,0.00045699015,0.00010904078,0.00055761694,0.000028967863,0.0002754735,0.0003198745,0.06208261],"category_scores_gemma":[0.000013017305,0.00021676035,0.000042846816,0.00031340972,0.00007975982,0.00034961154,0.00016316002,0.001148695,0.00013293103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024722482,0.00016412807,0.77697587,0.00020502388,0.00005169425,0.00012864478,0.14254764,0.000015997624,0.00054945523,0.0040479824,0.00036767934,0.07469869],"study_design_scores_gemma":[0.0020656765,0.000048780024,0.063402966,0.00030768075,0.00002925786,2.1364005e-7,0.25716147,0.000023871104,0.0000747237,0.000060840823,0.6764533,0.00037120873],"about_ca_topic_score_codex":0.14699548,"about_ca_topic_score_gemma":0.9821116,"teacher_disagreement_score":0.8351161,"about_ca_system_score_codex":0.0003520759,"about_ca_system_score_gemma":0.0003310502,"threshold_uncertainty_score":0.93877476},"labels":[],"label_agreement":null},{"id":"W2621073203","doi":"","title":"Atmospheric Transformation of Polycyclic Aromatic Compounds","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental chemistry; Transformation (genetics); Chemistry; Environmental science; Organic chemistry; Biochemistry","score_opus":0.00939240427590162,"score_gpt":0.19822766547676376,"score_spread":0.18883526120086214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621073203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25491077,0.00024184592,0.00030376104,0.000010711425,0.00029271367,0.0001837637,0.000031391774,0.0000565178,0.74396855],"genre_scores_gemma":[0.5359493,0.00008876467,0.0022933907,0.000034294335,0.00008750631,1.48708e-7,0.0016361923,0.000015492553,0.45989493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854326,0.000046924306,0.00038409716,0.0003178165,0.00036153255,0.00034639373],"domain_scores_gemma":[0.9991525,0.00008483113,0.00037646017,0.0002151353,0.000021930726,0.00014914636],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009857116,0.0003319938,0.0004312967,0.000015149236,0.0001460973,0.000034783592,0.000425217,0.0003572591,0.08167025],"category_scores_gemma":[0.000006346548,0.0003489373,0.0002053602,0.0006861879,0.0000826346,0.00031359706,0.000006263166,0.00029649335,0.00012625995],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000841505,0.000095344556,0.014735251,0.0008499484,0.00025002804,0.00009467034,0.0026625874,0.00058344356,0.0013188677,0.0000523565,0.0004509526,0.9780651],"study_design_scores_gemma":[0.006009946,0.0009846386,0.23000574,0.001998181,0.001400479,0.000081434475,0.065949194,0.010267461,0.020376546,0.0008630147,0.6579985,0.004064831],"about_ca_topic_score_codex":0.0009144257,"about_ca_topic_score_gemma":0.0026050922,"teacher_disagreement_score":0.9740002,"about_ca_system_score_codex":0.000023903347,"about_ca_system_score_gemma":0.000098818484,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W2622529040","doi":"","title":"Recent trends in space mapping technology","year":2004,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Space mapping; Surrogate model; Space (punctuation); Systems engineering; Data modeling; Industrial engineering; Algorithm; Software engineering; Engineering; Machine learning","score_opus":0.014212360091118757,"score_gpt":0.21643457444931583,"score_spread":0.20222221435819707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622529040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053378794,0.00036890752,0.032420818,0.0014228768,0.00016941021,0.00008730318,0.000001207019,0.00054077286,0.9116099],"genre_scores_gemma":[0.79840904,0.0004011175,0.065918915,0.00014710851,0.000058838945,0.0000015585395,0.0000059554486,0.00006364594,0.13499379],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994259,0.000022756345,0.000093061404,0.00015239642,0.00006360521,0.00024229265],"domain_scores_gemma":[0.9997819,0.000016366255,0.000014915168,0.000119180695,0.000013655461,0.00005399719],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036251404,0.000110141984,0.0001320805,0.000459146,0.000025384043,0.0000087362105,0.0001343503,0.000104392624,0.019299988],"category_scores_gemma":[0.000006968922,0.00013121976,0.00002927903,0.0020705627,0.0000291508,0.000070595874,0.000034460423,0.00017890196,0.000034176668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008326561,0.0000178302,0.00080716616,0.000005788835,0.0000098736255,0.000046540492,0.000115452945,0.020511689,0.0026461538,0.0030617286,0.000042015727,0.9727274],"study_design_scores_gemma":[0.0018407562,0.00011782425,0.0043013208,0.000038151673,0.000009916979,0.00000893399,0.00051686296,0.00449012,0.0030372373,0.0014006122,0.9839252,0.00031304464],"about_ca_topic_score_codex":0.000014579604,"about_ca_topic_score_gemma":0.000058726157,"teacher_disagreement_score":0.9838832,"about_ca_system_score_codex":0.00025333208,"about_ca_system_score_gemma":0.000008295647,"threshold_uncertainty_score":0.9815965},"labels":[],"label_agreement":null},{"id":"W262410453","doi":"","title":"The Meaning of the Client Experience at a Health Centre Within a First Nations Community in Southern Ontario","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Geography; Medicine; Genealogy; Sociology; Psychology; History; Psychotherapist","score_opus":0.02004785697742426,"score_gpt":0.2520942500186975,"score_spread":0.23204639304127325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W262410453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4969834,0.000082988416,7.230829e-7,0.00015372383,0.00074446737,0.00054069137,0.000010584136,0.000012772945,0.5014706],"genre_scores_gemma":[0.29209432,0.00022460752,0.000023968903,0.000014015405,0.000045760244,7.4195736e-7,0.00003144702,0.00001120923,0.7075539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976062,0.0010506208,0.00030555335,0.00017332962,0.0003992369,0.0004650143],"domain_scores_gemma":[0.9985234,0.0002813349,0.0005781027,0.00033678045,0.00015209909,0.0001282819],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006880583,0.00016495053,0.00020544125,0.000098561766,0.017489403,0.00003952544,0.0008161687,0.0001888414,0.004414492],"category_scores_gemma":[0.000012160618,0.00011733233,0.000099970464,0.000632866,0.00025916536,0.00014067777,0.0000147699275,0.0005700036,0.000017629694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037337963,0.00010670121,0.01345194,0.00006521833,0.000013756749,3.965516e-7,0.95074415,0.0000131907545,2.8614048e-7,0.03497699,0.000020524272,0.00056948385],"study_design_scores_gemma":[0.00011963643,0.000010759228,0.0034827285,0.00018285157,0.000011759158,1.8720152e-7,0.5290695,0.0000011495423,0.00000690549,0.00006282801,0.4669629,0.00008881189],"about_ca_topic_score_codex":0.93101275,"about_ca_topic_score_gemma":0.9999863,"teacher_disagreement_score":0.46694237,"about_ca_system_score_codex":0.00255775,"about_ca_system_score_gemma":0.0089250915,"threshold_uncertainty_score":0.9966934},"labels":[],"label_agreement":null},{"id":"W2727752295","doi":"","title":"Thermal, morpholine, and radiation stressor effects on the embryonic development of lake whitefish (Coregonus clupeaformis) and round whitefish (Prosopium cylindraceum)","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Bruce Power","keywords":"Coregonus clupeaformis; Morpholine; Fishery; Biology; Zoology; Chemistry; Fish <Actinopterygii>","score_opus":0.012763453460783912,"score_gpt":0.21934316124616607,"score_spread":0.20657970778538215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727752295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92341363,0.00061886763,0.000020133295,0.00040235184,0.00028856998,0.000928972,0.000031729207,0.000033044085,0.07426271],"genre_scores_gemma":[0.7437346,0.00030414027,0.00014648007,0.0001519326,0.00020499768,0.000009796513,0.00032445282,0.00004479347,0.25507882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984315,0.00018212081,0.00026498004,0.00064333685,0.00021087645,0.00026718894],"domain_scores_gemma":[0.99878067,0.0002049949,0.00032832642,0.00040335147,0.00017004981,0.000112631795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025430875,0.0003590098,0.0005006385,0.0001389473,0.0002646446,0.000022791663,0.00016101709,0.00041822894,0.0023374152],"category_scores_gemma":[0.00011105827,0.00024509153,0.00008681051,0.00018931783,0.00015772598,0.00014458499,0.000069962385,0.00042753978,0.0000116366255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010473317,0.00023116327,0.048637178,0.0014568997,0.0006751002,0.00006227057,0.0025275305,0.0000017820192,0.009074591,0.00025751794,0.00032039994,0.9262822],"study_design_scores_gemma":[0.002557195,0.00044404465,0.9209426,0.0008137401,0.0003524434,0.000009909929,0.0011844223,0.000011163896,0.01940502,0.00005325064,0.053857222,0.00036898436],"about_ca_topic_score_codex":0.000011892984,"about_ca_topic_score_gemma":0.00062367483,"teacher_disagreement_score":0.9259133,"about_ca_system_score_codex":0.00010146909,"about_ca_system_score_gemma":0.00018067732,"threshold_uncertainty_score":0.99945426},"labels":[],"label_agreement":null},{"id":"W2728070550","doi":"","title":"Development of an Acute Biotic Ligand Model for Ni Toxicity to Daphnia pulex in Soft Water: Effects of Ca, Mg, Na, K, Cl, pH and Dissolved Organic Matter","year":2007,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Daphnia pulex; Daphnia; Biotic Ligand Model; Soft water; Acute toxicity; Toxicity; Chemistry; Environmental chemistry; Organic matter; Ligand (biochemistry); Dissolved organic carbon; Biology; Ecology; Biochemistry; Crustacean; Organic chemistry; Receptor","score_opus":0.007174254999083161,"score_gpt":0.1940582569826556,"score_spread":0.18688400198357244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728070550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985583,0.000004619514,0.01095151,0.00004290787,0.00004267661,0.0004958686,0.0000079548745,0.000009152334,0.0028622844],"genre_scores_gemma":[0.9705572,0.0000027853982,0.010354441,0.00019672052,0.000004264168,0.0000015323902,0.000008452134,0.000015400508,0.018859169],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886197,0.00003273069,0.00022325425,0.0003775451,0.0001043154,0.00040017557],"domain_scores_gemma":[0.99956894,0.000039079296,0.00007099791,0.00016314404,0.000003699124,0.00015411779],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018858396,0.00017425905,0.0002695865,0.00008022337,0.0001146284,0.0000061335654,0.00024895548,0.0001715444,0.010190868],"category_scores_gemma":[0.0000039312654,0.00017063107,0.00003406266,0.00016177681,0.00023448237,0.00019512855,0.0003879935,0.00009341694,0.000073025694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029290514,0.000286915,0.0428103,0.00006209357,0.00003705647,0.000026018937,0.0030440434,0.0004625164,0.940666,0.0000045545594,0.000046991045,0.01226057],"study_design_scores_gemma":[0.0018124179,0.00043785071,0.096489795,0.000033800487,0.000065009845,0.0000063606126,0.00061493786,0.002481883,0.8965824,0.00008670856,0.0010564574,0.00033237992],"about_ca_topic_score_codex":0.000029000868,"about_ca_topic_score_gemma":0.004044879,"teacher_disagreement_score":0.053679496,"about_ca_system_score_codex":0.00018512116,"about_ca_system_score_gemma":0.0000091667225,"threshold_uncertainty_score":0.99071395},"labels":[],"label_agreement":null},{"id":"W2729160685","doi":"","title":"Architecture-Based Software Evolution: A Multi-Dimensional Approach","year":2007,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Computer science; Software; Software evolution; Architecture; Software engineering; Software system; Geography; Programming language; Software construction","score_opus":0.027970544102378606,"score_gpt":0.22906199262701374,"score_spread":0.20109144852463512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729160685","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026440603,0.00009472486,0.99067,0.000058790585,0.00027536662,0.00016466812,0.0000029849068,0.0010402717,0.0074287406],"genre_scores_gemma":[0.008825232,3.673041e-7,0.968945,0.0001257362,0.00004392881,7.0350814e-7,0.0000037916407,0.000018509052,0.022036692],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.998342,0.000120796896,0.0001595665,0.0005761753,0.00029549285,0.0005060024],"domain_scores_gemma":[0.9986474,0.0004840814,0.00008217425,0.0005227727,0.0000913695,0.00017223867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035733762,0.000249394,0.0002147563,0.00027000933,0.0001760984,0.000039699273,0.0009949065,0.00013424516,0.000596127],"category_scores_gemma":[0.00014780919,0.0002621692,0.00011991559,0.000973435,0.000111471796,0.00034178986,0.00039840132,0.00030692847,0.000027658678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008606072,0.00014916947,0.0013091837,0.000054324188,0.0000418182,0.00025552436,0.00024021971,0.57495546,0.00047001263,0.008813957,0.000105369916,0.4135189],"study_design_scores_gemma":[0.020502867,0.0012993704,0.062131774,0.00048288528,0.00022207719,0.0005798711,0.0015419687,0.3061023,0.013635945,0.018644433,0.56711644,0.007740052],"about_ca_topic_score_codex":0.000015632728,"about_ca_topic_score_gemma":0.000017283084,"teacher_disagreement_score":0.56701106,"about_ca_system_score_codex":0.00026101738,"about_ca_system_score_gemma":0.000093837,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W2734412285","doi":"","title":"Comparative Safety Evaluation of Thorium Fuel to Natural Uranium Fuel in a CANDU 6 Reactor","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Thorium fuel cycle; Natural uranium; Uranium; Thorium; Uranium-233; Nuclear engineering; Spent nuclear fuel; Environmental science; Fuel cycle; Waste management; MOX fuel; Engineering; Nuclear physics; Physics","score_opus":0.024345909380206573,"score_gpt":0.25495189725655365,"score_spread":0.23060598787634706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734412285","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0816936,0.0008088854,0.0000148835625,0.000027667615,0.0014280947,0.00061721145,0.0000900469,0.00006737148,0.91525227],"genre_scores_gemma":[0.90675837,0.00010490753,0.000075037686,0.0000041303992,0.00007323875,0.0000020723621,0.00011775539,0.000032675438,0.09283182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882406,0.00009128296,0.00019564781,0.0002868645,0.00036249182,0.00023965572],"domain_scores_gemma":[0.99928415,0.000045307457,0.000126071,0.00026228174,0.00021326025,0.000068931695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015089128,0.00029782963,0.0005653256,0.0002606527,0.00007140225,0.000028202718,0.0003028502,0.00020084872,0.0025633425],"category_scores_gemma":[0.000021655484,0.00032514834,0.000116236566,0.00026002727,0.000032954144,0.00025597343,0.000036754263,0.0003811512,0.000025199828],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064978874,0.00054355705,0.003855676,0.0057712495,0.0041692946,0.00022495307,0.14551684,0.014182242,0.026826113,0.0014141361,0.014015426,0.7769826],"study_design_scores_gemma":[0.006191196,0.00026385995,0.29396918,0.0016368064,0.001407557,0.000006334225,0.055571806,0.008924283,0.0037112827,0.00012427144,0.62593025,0.0022631623],"about_ca_topic_score_codex":0.00042064438,"about_ca_topic_score_gemma":0.02904949,"teacher_disagreement_score":0.8250648,"about_ca_system_score_codex":0.0005177786,"about_ca_system_score_gemma":0.00008258742,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W2735979023","doi":"","title":"Intensified Flexible Distillation Process for Multi-Period Operation","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Process Optimization and Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Process engineering; Process (computing); Distillation; Environmental science; Computer science; Manufacturing engineering; Engineering; Chemistry; Operating system; Chromatography; Art","score_opus":0.03129803184391195,"score_gpt":0.2593314028378559,"score_spread":0.22803337099394394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735979023","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013850032,0.00019366309,0.25284788,0.000040413743,0.0016449826,0.0012455664,0.00012617875,0.00076475245,0.74175155],"genre_scores_gemma":[0.12132393,0.000103959326,0.0025541452,0.0000245897,0.00015316837,0.000022979211,0.0040399483,0.000117063464,0.87166023],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990592,0.00001411659,0.00022208582,0.00034061956,0.0001431079,0.00022087856],"domain_scores_gemma":[0.9991388,0.000009558856,0.00015571188,0.00022410003,0.00039528043,0.00007656237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004579399,0.000323271,0.0002895368,0.00019065538,0.00031615756,0.00021210135,0.00030842438,0.00037117756,0.006937249],"category_scores_gemma":[0.000048990925,0.00036782876,0.00010685034,0.00014260244,0.000024270581,0.00071465527,0.000009252213,0.00020503353,0.000039306236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089581736,0.00013505314,0.00019595491,0.0031350548,0.00039925348,0.0000151630165,0.0063722567,0.15962316,0.003337787,0.0034869094,0.003916744,0.8184868],"study_design_scores_gemma":[0.0019335438,0.00008276793,0.0003083945,0.00039105956,0.00019552678,0.000002535994,0.005309252,0.7361869,0.012850324,0.00006846388,0.24175787,0.0009133176],"about_ca_topic_score_codex":0.000012906739,"about_ca_topic_score_gemma":0.000595665,"teacher_disagreement_score":0.81757355,"about_ca_system_score_codex":0.00017021495,"about_ca_system_score_gemma":0.0000875493,"threshold_uncertainty_score":0.9998774},"labels":[],"label_agreement":null},{"id":"W2736424943","doi":"","title":"“‘Infantilism by Loss’: The Ghostly Child, Loss, and Embodied Witnessing in 'The Ever After of Ashwin Rao'”","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Medicine; Computer science; Artificial intelligence","score_opus":0.0076076146057661494,"score_gpt":0.1688413585237678,"score_spread":0.16123374391800166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736424943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28671008,0.0006591981,0.000043943182,0.0043374617,0.00019135034,0.0003190024,0.00007953805,0.00003418084,0.7076252],"genre_scores_gemma":[0.8344794,0.000017251461,0.0000055539977,0.0003873538,0.00013009635,0.0000010698544,0.0000023139585,0.000010870737,0.1649661],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914104,0.00010860459,0.00014333425,0.00021871337,0.00016340423,0.00022493191],"domain_scores_gemma":[0.9995533,0.0000594744,0.00008506597,0.00021941807,0.000043014308,0.00003973304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009471991,0.00017025719,0.00018115512,0.000047632155,0.00021689766,0.0000868479,0.0002949183,0.00006401864,0.026652923],"category_scores_gemma":[0.0000072093926,0.00008550327,0.00007209363,0.00009364664,0.0005491588,0.00029805696,0.00008046733,0.00013646623,0.000030213592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00154987,0.00045265732,0.13923655,0.00032233627,0.000427951,0.00068444404,0.45878434,0.0000031551879,0.0006363411,0.1169425,0.038140982,0.24281888],"study_design_scores_gemma":[0.0013876908,0.0000455158,0.0077990433,0.00018537001,0.00007174206,0.000012383946,0.023685252,0.000003480177,0.000072820076,0.0003871717,0.9661382,0.00021137169],"about_ca_topic_score_codex":0.00008021065,"about_ca_topic_score_gemma":0.0010235592,"teacher_disagreement_score":0.9279972,"about_ca_system_score_codex":0.000017794548,"about_ca_system_score_gemma":0.000014186754,"threshold_uncertainty_score":0.97423685},"labels":[],"label_agreement":null},{"id":"W2737735492","doi":"","title":"Diffusive Loss of Non-Aqueous Phase Organic Solvents from a Disk Source","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Aqueous solution; Phase (matter); Aqueous two-phase system; Chemistry; Environmental chemistry; Environmental science; Chemical engineering; Organic chemistry; Engineering","score_opus":0.0065399986322373935,"score_gpt":0.19811794032167251,"score_spread":0.19157794168943512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737735492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6177471,0.00034465198,0.011719637,0.000027589904,0.00048165943,0.00043153254,0.0006346459,0.00024395702,0.36836916],"genre_scores_gemma":[0.5642911,0.000019892354,0.00015166399,0.000017826884,0.00021598842,0.0000018606735,0.0014642747,0.0000807986,0.4337566],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832034,0.000029017408,0.0003682594,0.000550499,0.00031598395,0.00041591268],"domain_scores_gemma":[0.9989349,0.000108333625,0.00026649403,0.0003962798,0.00012009047,0.00017388976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000015439884,0.00046579097,0.0006243174,0.00008130658,0.000110969144,0.000021654283,0.0006325017,0.00046314255,0.03634967],"category_scores_gemma":[0.000026631464,0.0004880972,0.00037071214,0.0004489207,0.00011725795,0.000108390916,0.0001827444,0.00063985714,0.00012879857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009567407,0.0015560611,0.00010057459,0.00066304643,0.0006085341,0.00013609852,0.0013996141,0.00060864,0.8559134,0.00022795226,0.0020674262,0.1357619],"study_design_scores_gemma":[0.010662304,0.00038467947,0.00015261689,0.0020941552,0.001958841,0.000006662801,0.0030378802,0.03245019,0.67932546,0.0011951694,0.2656089,0.0031230922],"about_ca_topic_score_codex":0.0013852066,"about_ca_topic_score_gemma":0.000329994,"teacher_disagreement_score":0.2635415,"about_ca_system_score_codex":0.0002618428,"about_ca_system_score_gemma":0.00006421067,"threshold_uncertainty_score":0.99975705},"labels":[],"label_agreement":null},{"id":"W2740120264","doi":"","title":"Nanostructured Manganese Oxide and Composite Electrodes for Electrochemical Supercapacitors","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Supercapacitor; Composite number; Electrode; Manganese; Electrochemistry; Materials science; Oxide; Manganese oxide; Metallurgy; Chemistry; Composite material","score_opus":0.01120561500737364,"score_gpt":0.18856501823711116,"score_spread":0.17735940322973753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740120264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99350125,0.000075365344,0.0013550959,0.0000761043,0.0002023455,0.0002486123,0.00002677116,0.00011573413,0.004398734],"genre_scores_gemma":[0.9834703,0.000037128328,0.005074576,0.00009119805,0.00014634286,0.0000032525659,0.000022851416,0.000024625719,0.0111297015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886477,0.00006513167,0.00015118344,0.0004032062,0.00014431152,0.0003713688],"domain_scores_gemma":[0.99951774,0.00005731484,0.00005195955,0.00017443387,0.000078244135,0.000120321725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006949889,0.00019917407,0.00023875434,0.00007382194,0.00031150476,0.000053298256,0.00023272923,0.00012433047,0.004589659],"category_scores_gemma":[0.000017675142,0.00019867283,0.000065361826,0.00017059814,0.00020427095,0.00032481365,0.00006196581,0.00007416556,0.000023407194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002307249,0.000022885934,0.0015851728,0.000027192142,0.000011708857,0.000011236171,0.00030713217,9.717041e-7,0.9957514,0.000690366,0.00029613986,0.001065073],"study_design_scores_gemma":[0.00079955487,0.00010611767,0.0026897693,0.000011736315,0.000035392455,0.000109519104,0.00026939626,0.000042964213,0.9603555,0.00017984177,0.03512067,0.00027952218],"about_ca_topic_score_codex":0.00007090478,"about_ca_topic_score_gemma":0.000013505301,"teacher_disagreement_score":0.035395883,"about_ca_system_score_codex":0.0000888424,"about_ca_system_score_gemma":0.00003140714,"threshold_uncertainty_score":0.9963203},"labels":[],"label_agreement":null},{"id":"W2740646019","doi":"","title":"Effects of Blockiness and Polydispersity on the Phase Behaviour of non-Markovian Random Block Copolymers","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Copolymer; Dispersity; Phase (matter); Block (permutation group theory); Statistical physics; Mathematics; Materials science; Polymer chemistry; Physics; Combinatorics; Polymer; Quantum mechanics; Composite material","score_opus":0.0066742233743875504,"score_gpt":0.2072451091004387,"score_spread":0.20057088572605114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740646019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93919027,0.0002403177,0.00006596146,0.00007021638,0.00038685743,0.00049937755,0.00012758555,0.00002602346,0.059393417],"genre_scores_gemma":[0.8533197,0.00007777707,0.000013827969,0.00004029439,0.000025270014,0.0000014638698,0.00002053394,0.000023131397,0.14647798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870384,0.00019098235,0.00024178512,0.0003387053,0.0002977297,0.00022694028],"domain_scores_gemma":[0.9989184,0.00022673263,0.0003990404,0.000252441,0.00010721851,0.00009613366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011389527,0.000289706,0.00047281862,0.00016003952,0.00017637228,0.000027845284,0.00043251002,0.00017151613,0.010730479],"category_scores_gemma":[0.00003130577,0.0002011296,0.0001285238,0.00022217633,0.0002461869,0.0001255714,0.000080904174,0.00011675965,0.000010500185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007921964,0.00037709955,0.000608671,0.0010532835,0.00014665647,0.000043210766,0.0031020797,0.0000033471224,0.9463473,0.00032095777,0.00030466466,0.039770775],"study_design_scores_gemma":[0.005529302,0.00035839964,0.0009461677,0.0008080205,0.00035888675,0.0000018870224,0.0018736859,0.000020144333,0.9867579,0.000008019848,0.0030107026,0.00032690365],"about_ca_topic_score_codex":0.00027034135,"about_ca_topic_score_gemma":0.00011379588,"teacher_disagreement_score":0.08708456,"about_ca_system_score_codex":0.00003582966,"about_ca_system_score_gemma":0.00009631152,"threshold_uncertainty_score":0.9901739},"labels":[],"label_agreement":null},{"id":"W2744245176","doi":"","title":"Development of Sensitivity Analysis and Optimization for Microwave Circuits and Antennas in the Frequency Domain","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensitivity (control systems); Microwave; Electronic engineering; Electronic circuit; Frequency domain; Computer science; Electrical engineering; Engineering; Telecommunications","score_opus":0.0073863471436060495,"score_gpt":0.17916164383524835,"score_spread":0.1717752966916423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744245176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48585472,0.000545807,0.47556207,0.0000071308796,0.000103332364,0.0004780044,0.000065146785,0.00006299757,0.037320785],"genre_scores_gemma":[0.89650285,0.00010803856,0.09356233,0.0000075001553,0.000033996665,0.0000037390237,0.00085136335,0.000057102512,0.008873082],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993185,0.000032097956,0.00020028092,0.00021076361,0.0000791016,0.00015928283],"domain_scores_gemma":[0.99970084,0.00005913925,0.000064390064,0.0001045713,0.00004476416,0.000026295742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015573567,0.00020183729,0.0002920851,0.00033736718,0.000052616604,0.000026133739,0.000073668205,0.0001574712,0.000090678295],"category_scores_gemma":[0.000005308092,0.00020469933,0.00006121746,0.000504851,0.000020646161,0.0000679933,0.000011363131,0.00011442862,1.9606237e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001337251,0.00018671274,0.0065205498,0.006564975,0.0035265533,0.00021538459,0.03521194,0.29964438,0.16965607,0.0024979098,0.0002793268,0.47556248],"study_design_scores_gemma":[0.010520754,0.0002829666,0.20641461,0.0031408658,0.0077112815,0.00008286051,0.07326031,0.5869379,0.063172676,0.0010669912,0.0399327,0.0074760895],"about_ca_topic_score_codex":0.00005984939,"about_ca_topic_score_gemma":0.0039466163,"teacher_disagreement_score":0.4680864,"about_ca_system_score_codex":0.000061025898,"about_ca_system_score_gemma":0.000021550968,"threshold_uncertainty_score":0.8347396},"labels":[],"label_agreement":null},{"id":"W2751121578","doi":"","title":"An investigation into the influence of microbes on the cycling of sulfur in a net neutral oxidation reservoir in Sudbury","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cycling; Sulfur; Environmental chemistry; Environmental science; Chemistry; Geography; Archaeology; Organic chemistry","score_opus":0.008197914462009048,"score_gpt":0.21212325521305295,"score_spread":0.2039253407510439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751121578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829346,0.000010964879,0.000012227167,0.0001753163,0.000026679516,0.00034731248,0.0000038690896,0.000011992907,0.016477056],"genre_scores_gemma":[0.98634964,0.000052369116,0.00009325538,0.00005685502,0.00001167826,0.0000030525187,0.000048407666,0.000011037704,0.013373718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889135,0.00024904215,0.00028032775,0.00024905993,0.00019235279,0.00013787061],"domain_scores_gemma":[0.999224,0.00012388626,0.0003232346,0.00027496158,0.000025185995,0.000028732016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033508352,0.00014670611,0.00016424606,0.0001601408,0.000059257163,0.000011882977,0.00053312234,0.00016466193,0.0020626795],"category_scores_gemma":[0.000039272974,0.00009732122,0.00004483408,0.0005957155,0.00016579189,0.00034313736,0.00006173258,0.00021150179,0.000007925266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021566225,0.00008350946,0.04282494,0.000094804105,0.000010286861,0.00000874875,0.016468184,0.003820087,0.9148628,0.001049314,0.000098032535,0.020463629],"study_design_scores_gemma":[0.00057999056,0.00021874113,0.27792606,0.0008740657,0.00002872996,4.484124e-7,0.011203405,0.00014579424,0.70357734,0.0034532533,0.0016588025,0.00033334814],"about_ca_topic_score_codex":0.004867636,"about_ca_topic_score_gemma":0.02261564,"teacher_disagreement_score":0.23510112,"about_ca_system_score_codex":0.00014467268,"about_ca_system_score_gemma":0.00003309888,"threshold_uncertainty_score":0.9988496},"labels":[],"label_agreement":null},{"id":"W2755711468","doi":"","title":"Design, Fabrication, and Characterization of Multi-Scale Materials for Integration on Lab-on-a-Chip Devices","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science and Engineering Research Board; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Fabrication; Characterization (materials science); Chip; Nanotechnology; Scale (ratio); Lab-on-a-chip; Materials science; Systems engineering; Engineering; Computer science; Electrical engineering; Microfluidics; Physics; Medicine","score_opus":0.017591627953532963,"score_gpt":0.21715921087962678,"score_spread":0.1995675829260938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755711468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6055088,0.000033744982,0.31220365,0.00020782159,0.00060291943,0.0017421573,0.0008585346,0.00027005965,0.07857232],"genre_scores_gemma":[0.5081487,0.000046080437,0.0014054275,0.000051910734,0.00017613632,0.000008073115,0.0014089897,0.00006756329,0.4886871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910545,0.00003519103,0.00023295518,0.0003288535,0.00014622694,0.00015133545],"domain_scores_gemma":[0.9991956,0.00013680439,0.00023299639,0.00014812607,0.00022030089,0.00006619139],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068313515,0.00023936994,0.00030181542,0.00008693894,0.000064244945,0.00002165972,0.0001480223,0.00029457605,0.0037293462],"category_scores_gemma":[0.00006693043,0.00021522294,0.00006232946,0.0001195837,0.000027796115,0.00010891475,0.000013532796,0.00009828594,0.000015208739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006382268,0.00005624514,0.000018983405,0.000355531,0.000058033853,0.0000012235868,0.00023708031,0.000020331721,0.9686579,0.00049686234,0.000021353724,0.02943822],"study_design_scores_gemma":[0.0007010348,0.00008625516,0.00047193843,0.0004939524,0.00011230149,2.942508e-7,0.00031189423,0.0015590225,0.9913001,0.00002681226,0.004665309,0.0002710555],"about_ca_topic_score_codex":0.0000067382807,"about_ca_topic_score_gemma":0.000009726557,"teacher_disagreement_score":0.4101148,"about_ca_system_score_codex":0.00008398344,"about_ca_system_score_gemma":0.000021990161,"threshold_uncertainty_score":0.99718136},"labels":[],"label_agreement":null},{"id":"W2756015464","doi":"","title":"Scaling Research Projects","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scaling; Computer science; Mathematics","score_opus":0.1623394276203451,"score_gpt":0.2752833894437484,"score_spread":0.11294396182340333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756015464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05144522,0.000025511163,0.0000041713733,0.00022465069,0.00031060155,0.00014654612,0.000015965858,0.00007100457,0.94775635],"genre_scores_gemma":[0.45280343,0.0000028412844,0.000016715912,0.00003583213,0.00025217893,4.0275066e-7,0.0000020452728,0.0000111360105,0.5468754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884874,0.00006711582,0.00009619948,0.00027587597,0.00029781103,0.00041425775],"domain_scores_gemma":[0.9991088,0.000062963285,0.00007197092,0.00045378046,0.00020091105,0.000101597594],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025713994,0.0001280387,0.00013469727,0.00013300925,0.00285453,0.002558082,0.00086401455,0.000048469876,0.14709832],"category_scores_gemma":[0.000055591692,0.0001263294,0.00008257813,0.000032204305,0.00055640517,0.0016122499,0.00043162834,0.00030658417,0.00049591117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006015525,0.000056914723,0.0009647528,0.00003535091,0.000032763674,0.0001544434,0.009741319,9.3204284e-7,0.000009490772,0.77009636,0.0037762823,0.21507123],"study_design_scores_gemma":[0.0003427187,0.00006371518,0.00035012668,0.000059908507,0.000009630357,0.0000011752294,0.020738102,0.000014544322,0.000032727898,0.00211012,0.9761072,0.00017003997],"about_ca_topic_score_codex":0.00046370577,"about_ca_topic_score_gemma":0.0029251901,"teacher_disagreement_score":0.9723309,"about_ca_system_score_codex":0.00007741836,"about_ca_system_score_gemma":0.00004487063,"threshold_uncertainty_score":0.99847734},"labels":[],"label_agreement":null},{"id":"W2763491916","doi":"","title":"The Comintern and the Communist Parties of South Africa, Canada, and Australia on Questions of Imperialism, Nationality and Race, 1919-1943","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Syracuse University","keywords":"Nationality; Race (biology); Communism; Political science; Gender studies; Geography; Ethnology; Sociology; Law; Immigration; Politics","score_opus":0.02085010876034746,"score_gpt":0.254372481302541,"score_spread":0.23352237254219352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763491916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62296325,0.00095514144,0.0000033636036,0.00084257004,0.00065444666,0.0004285203,0.0003218674,0.000012631311,0.3738182],"genre_scores_gemma":[0.6494562,0.00026643748,0.000009813422,0.000011894619,0.000025207113,9.1257516e-7,0.0000111545205,0.0000046207374,0.35021377],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890935,0.00038843247,0.00015188556,0.00015548647,0.00025759405,0.00013723735],"domain_scores_gemma":[0.99877214,0.00036806456,0.00045117844,0.0002133616,0.00013017733,0.00006504553],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00036828188,0.00012879173,0.00026965508,0.000021444566,0.0016330134,0.00007388714,0.00034392023,0.00010139547,0.00044536806],"category_scores_gemma":[0.000090245965,0.00009845305,0.000057960315,0.000075061995,0.002808793,0.00007881888,0.0000472702,0.0001824682,2.522587e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020338497,0.000121422236,0.039230697,0.0004373896,0.0008627368,0.000011939551,0.6261366,0.0000090754065,0.00009621321,0.25141653,0.021576537,0.058066994],"study_design_scores_gemma":[0.00071607326,0.000037014925,0.024339344,0.000108108085,0.00015186706,2.492563e-7,0.21833925,0.0000064142805,0.000014556574,0.00026155947,0.755859,0.0001665427],"about_ca_topic_score_codex":0.5736319,"about_ca_topic_score_gemma":0.8948583,"teacher_disagreement_score":0.7342825,"about_ca_system_score_codex":0.00009622524,"about_ca_system_score_gemma":0.00032042156,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W2763837570","doi":"","title":"Three Essays in Behavioral and Corporate Finance","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Behavioral economics; Corporate finance; Economics; Accounting; Finance","score_opus":0.028272850207356683,"score_gpt":0.2094607306351435,"score_spread":0.18118788042778683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763837570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44121,0.000189698,0.000041431915,0.00007151435,0.0005815935,0.00030026073,0.000024740473,0.000050887153,0.55752987],"genre_scores_gemma":[0.36860716,0.00016494213,0.000064763895,0.000100637546,0.00031210444,0.000003362482,0.00021048216,0.000057894205,0.6304787],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875337,0.0000053187537,0.00018864154,0.00054836494,0.000187807,0.00031650605],"domain_scores_gemma":[0.9985166,0.000007968403,0.0010126189,0.00034803493,0.00010256207,0.000012183152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007785576,0.0003479387,0.00039140848,0.00022244515,0.00022924531,0.0002652829,0.00051102444,0.00026351912,0.005193155],"category_scores_gemma":[0.000008533468,0.00041064707,0.00007719207,0.0003641128,0.000071065,0.0014199188,0.00010769857,0.0003354678,0.00014769874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055568665,0.00014114394,0.3205645,0.00053333293,0.000023628656,0.0012302954,0.00009122866,0.000029607643,0.000057693967,0.018016042,0.0039445963,0.6548122],"study_design_scores_gemma":[0.0013956405,0.00002023664,0.46079326,0.00056051055,0.000111237314,0.000001321918,0.00028758365,0.00023480265,0.000011188913,0.0028317543,0.533116,0.00063648546],"about_ca_topic_score_codex":0.0037568356,"about_ca_topic_score_gemma":0.07892835,"teacher_disagreement_score":0.65417576,"about_ca_system_score_codex":0.000065585904,"about_ca_system_score_gemma":0.000064819906,"threshold_uncertainty_score":0.99983454},"labels":[],"label_agreement":null},{"id":"W2763914295","doi":"","title":"UNDERSTANDING BIKE SHARE CYCLIST ROUTE CHOICE BEHAVIOR","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology and Security Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transport engineering; Engineering","score_opus":0.05345628887033199,"score_gpt":0.24742414743490873,"score_spread":0.19396785856457674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763914295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039831093,0.00021356558,0.0114355935,0.00023106992,0.0028902423,0.00063383393,0.00009924619,0.00086871657,0.9796446],"genre_scores_gemma":[0.18147184,0.000026170857,0.00039989472,0.000036703612,0.00011101885,0.000004598877,0.000231364,0.0000381882,0.81768024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791574,0.00007348699,0.00024650505,0.0009158164,0.00035173504,0.0004967111],"domain_scores_gemma":[0.9979609,0.0000569528,0.0005013818,0.0012367007,0.000093016635,0.00015102973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000999544,0.00044137027,0.0004767336,0.00040333238,0.0008485361,0.00048502436,0.0035676183,0.00089388277,0.006219627],"category_scores_gemma":[0.000028056607,0.00051882747,0.00022934782,0.0004125909,0.00008938039,0.0010469424,0.00031912274,0.0007380745,0.00016637064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016551549,0.0004475378,0.0299787,0.0010184409,0.0006592722,0.0042324984,0.0071483995,0.000014069194,0.00069639116,0.30953833,0.013062831,0.633038],"study_design_scores_gemma":[0.0012268199,0.000115171075,0.010416501,0.000635113,0.00023246424,0.000035221125,0.003878377,0.0003988088,0.00034787692,0.0009028014,0.9805623,0.0012484959],"about_ca_topic_score_codex":0.00042562158,"about_ca_topic_score_gemma":0.009070212,"teacher_disagreement_score":0.9674995,"about_ca_system_score_codex":0.0005176725,"about_ca_system_score_gemma":0.00017234327,"threshold_uncertainty_score":0.99972636},"labels":[],"label_agreement":null},{"id":"W2764087555","doi":"","title":"Exploring Retributive School Discipline Practices in Ontario: Voices of the Suspended and Expelled","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retributive justice; School discipline; Sociology; Criminology; Political science; Pedagogy; Economic Justice; Law","score_opus":0.1298368963641467,"score_gpt":0.3410770303820437,"score_spread":0.21124013401789699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764087555","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48943323,0.00005055355,4.3038006e-7,0.00032005573,0.00043002493,0.00024911942,0.0000071031886,0.000009017369,0.50950044],"genre_scores_gemma":[0.46702996,0.00014458953,0.000024008557,0.0000059692447,0.000064308726,0.0000024401745,0.000027301558,0.000007635786,0.5326938],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99843997,0.00033308836,0.000252639,0.00037040235,0.00035817456,0.0002457563],"domain_scores_gemma":[0.99798447,0.00016542444,0.0012228948,0.00033786774,0.00017937507,0.00010998304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004851841,0.00018446238,0.00031055536,0.0001294675,0.00065275864,0.000119615965,0.0007056307,0.0001896611,0.025996454],"category_scores_gemma":[0.00058700686,0.00016500348,0.000096168165,0.00033929665,0.0001931639,0.0012597708,0.00014132264,0.0004933456,0.000007976576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008268863,0.00041671048,0.60434955,0.00029923048,0.00020895439,0.000022901613,0.328463,0.00000764485,0.0002018945,0.017203258,0.00060452847,0.047395427],"study_design_scores_gemma":[0.000627266,0.000031143056,0.3993811,0.00041106268,0.00010299142,1.5206292e-7,0.40794632,0.0000019528202,0.00037137486,0.0006158422,0.19022526,0.00028556245],"about_ca_topic_score_codex":0.2143304,"about_ca_topic_score_gemma":0.95841426,"teacher_disagreement_score":0.7440838,"about_ca_system_score_codex":0.0004044887,"about_ca_system_score_gemma":0.001187513,"threshold_uncertainty_score":0.9748939},"labels":[],"label_agreement":null},{"id":"W2764296160","doi":"","title":"Sorption Modelling of Np(IV), Np(V), and Pd(II) on Illite and Montmorillonite Under High Ionic Strength Conditions","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Illite; Sorption; Montmorillonite; Ionic strength; Chemistry; Ionic bonding; Inorganic chemistry; Clay minerals; Environmental chemistry; Nuclear chemistry; Adsorption; Mineralogy; Ion; Physical chemistry; Organic chemistry","score_opus":0.01848103420640577,"score_gpt":0.22439454345916116,"score_spread":0.2059135092527554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764296160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6479345,0.00038208088,0.0001535293,0.00004105996,0.00010340591,0.00009252715,0.0002479642,0.000047065394,0.3509979],"genre_scores_gemma":[0.64274687,0.00046979295,0.00010902323,0.0000116896,0.000091903894,0.0000014530901,0.0009513237,0.000033944736,0.355584],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986155,0.000026645426,0.00024757587,0.0005934624,0.00024351066,0.00027330482],"domain_scores_gemma":[0.9987874,0.00007641356,0.00055152876,0.00033166958,0.000125084,0.00012792673],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056395704,0.00040350127,0.00041027073,0.0001121208,0.00065601367,0.00010212644,0.0002435989,0.0004264794,0.012318379],"category_scores_gemma":[0.000008900759,0.00047085568,0.00009834546,0.000102178376,0.00014243722,0.00038399754,0.00005696348,0.00046094749,0.0000029872383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006938021,0.0016145832,0.005711418,0.018486861,0.0047406396,0.0003687014,0.009737279,0.024113858,0.31147218,0.024614666,0.0011906704,0.5910111],"study_design_scores_gemma":[0.019829344,0.00092109846,0.0031541244,0.012133753,0.005806468,0.000104493294,0.038666055,0.02020496,0.5613424,0.01417001,0.31587178,0.0077954796],"about_ca_topic_score_codex":0.00011775973,"about_ca_topic_score_gemma":0.00010059432,"teacher_disagreement_score":0.58321565,"about_ca_system_score_codex":0.00012885116,"about_ca_system_score_gemma":0.00007928311,"threshold_uncertainty_score":0.99977434},"labels":[],"label_agreement":null},{"id":"W2766263261","doi":"","title":"Incompatibilists, Critics, and Living Trees: the compatibility of international law and constitutional democracy","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Compatibility (geochemistry); Law; Political science; Geology; Politics; Geochemistry","score_opus":0.035586325060889615,"score_gpt":0.29810419757996515,"score_spread":0.26251787251907555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766263261","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014706894,0.00013472435,0.00005603196,0.0011527587,0.00042855798,0.00015924878,0.0000974953,0.000018855431,0.98324543],"genre_scores_gemma":[0.9344651,0.00012825738,0.00007874136,0.00013794075,0.00014082657,2.754976e-7,0.000033336964,0.0000049965306,0.065010525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988327,0.00023279937,0.00017355273,0.00026435696,0.00031704086,0.00017953211],"domain_scores_gemma":[0.9985625,0.00072202756,0.00018054227,0.00018030024,0.00023629697,0.000118311655],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036657922,0.0001413495,0.00022236485,0.000046425786,0.0011803278,0.000117935764,0.0004461477,0.00023384484,0.0040075677],"category_scores_gemma":[0.00044945182,0.00013313333,0.0000630013,0.00005498072,0.006268517,0.00032581648,0.00010069366,0.00034964352,0.0000026909481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032585416,0.0000417674,0.0063057705,0.00008015884,0.000048384063,0.0000062996946,0.00507802,0.0000012612833,0.000004861932,0.9824007,0.00003541935,0.0059647355],"study_design_scores_gemma":[0.00096583215,0.00009283028,0.069679454,0.0013825491,0.00040373273,0.0000049107703,0.06367523,0.00020830496,0.000049815895,0.35911056,0.50364137,0.00078542926],"about_ca_topic_score_codex":0.0031418304,"about_ca_topic_score_gemma":0.018255217,"teacher_disagreement_score":0.9197582,"about_ca_system_score_codex":0.00009173419,"about_ca_system_score_gemma":0.00026631448,"threshold_uncertainty_score":0.99965906},"labels":[],"label_agreement":null},{"id":"W2766315208","doi":"","title":"Supply, Secrecy, and Surveillance: Experiences of Women who use Cannabis for Pleasure","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Secrecy; Pleasure; Cannabis; Internet privacy; Political science; Psychology; Computer security; Social psychology; Business; Computer science; Psychiatry; Psychotherapist","score_opus":0.01683587936780482,"score_gpt":0.26001808692346073,"score_spread":0.24318220755565592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766315208","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236542,0.00044007815,0.000012487925,0.00036565645,0.0003204428,0.0010927606,0.00030619232,0.000029768296,0.073778406],"genre_scores_gemma":[0.1498674,0.00023249885,0.000045950826,0.000024312532,0.0000941868,0.000031671138,0.0003006118,0.000044695695,0.8493587],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815357,0.00006447827,0.0002336585,0.00054979464,0.0004328649,0.00056564173],"domain_scores_gemma":[0.9983328,0.000022877155,0.00028036963,0.0004563571,0.000538838,0.000368756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022620353,0.00032551112,0.00079500803,0.0002553275,0.00025154848,0.00010930466,0.00032735665,0.0003773825,0.018193897],"category_scores_gemma":[0.00015924168,0.00031994862,0.00019888698,0.00020066735,0.00023088588,0.00022855935,0.0000700603,0.00028882307,0.0000019108045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013879101,0.000350819,0.047705475,0.007827069,0.0010695368,0.00033245143,0.115492344,0.0000042763554,0.0021639655,0.0008039944,0.1351896,0.6751814],"study_design_scores_gemma":[0.0023781592,0.00066209014,0.045482073,0.00034518732,0.000081251725,0.00001102399,0.10279315,0.000029058678,0.0009620634,0.000017703722,0.84686667,0.00037155338],"about_ca_topic_score_codex":0.0010227362,"about_ca_topic_score_gemma":0.002575438,"teacher_disagreement_score":0.7755803,"about_ca_system_score_codex":0.00030873858,"about_ca_system_score_gemma":0.0006618391,"threshold_uncertainty_score":0.99992526},"labels":[],"label_agreement":null},{"id":"W2766985609","doi":"","title":"A Critical Discourse Analysis of Canada's Throne Speeches Between 1935 and 2015","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Throne; Critical discourse analysis; Political science; Law; Politics","score_opus":0.021413687990496425,"score_gpt":0.26815379736382106,"score_spread":0.24674010937332463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766985609","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02139029,0.0009028744,0.0000097593265,0.0002979286,0.00028509612,0.00010688274,0.0007191407,0.000020662199,0.97626734],"genre_scores_gemma":[0.35402313,0.000048956517,0.00002639207,0.000012303941,0.00020439299,5.212579e-7,0.0003500925,0.000020570851,0.6453136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850076,0.00006724008,0.00026596698,0.00043991546,0.0004076602,0.0003184677],"domain_scores_gemma":[0.9987037,0.0001390959,0.0003453872,0.00042986823,0.00026268137,0.00011924229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009511754,0.00034346723,0.0009865378,0.00039415932,0.00055826467,0.00017968594,0.00046111888,0.00011858863,0.0860769],"category_scores_gemma":[0.000068396694,0.00033150674,0.000270231,0.00014387464,0.00066978356,0.00029333652,0.00010258432,0.00022896331,0.000004184629],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004403437,0.0004063151,0.019512037,0.0017540824,0.06768623,0.0010738618,0.13401157,0.00004779495,0.000030399175,0.24669233,0.04666036,0.48168465],"study_design_scores_gemma":[0.00053333724,0.000095982454,0.013286009,0.0003857014,0.03843001,4.6405938e-7,0.37026328,0.000051968167,0.000081988124,0.00033960704,0.57547987,0.0010517921],"about_ca_topic_score_codex":0.22339517,"about_ca_topic_score_gemma":0.9733325,"teacher_disagreement_score":0.74993736,"about_ca_system_score_codex":0.000105556115,"about_ca_system_score_gemma":0.00027307522,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W2767000279","doi":"","title":"Blind Deconvolution Based on Constrained Marginalized Particle Filters","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Blind deconvolution; Deconvolution; Particle filter; Computer science; Mathematics; Artificial intelligence; Algorithm; Kalman filter","score_opus":0.02102069222808811,"score_gpt":0.23242273613242528,"score_spread":0.21140204390433717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767000279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006353396,0.000040330593,0.23156992,0.00063290534,0.00041070158,0.0006935176,0.000018855008,0.00085594424,0.75942445],"genre_scores_gemma":[0.16987312,0.00006393559,0.030219575,0.0014416052,0.00006474681,0.000010703355,0.00040555635,0.00006640584,0.79785436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981251,0.0002457864,0.00024787374,0.00064762076,0.00039667814,0.00033695143],"domain_scores_gemma":[0.9987678,0.00010165791,0.00027443463,0.0005514639,0.00015122686,0.00015342815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001337489,0.00034236527,0.00031464198,0.0003197847,0.00021429455,0.00014314601,0.0008777108,0.00032110797,0.009246616],"category_scores_gemma":[0.00002044254,0.00040093574,0.00019234903,0.000740464,0.00007232678,0.0004783624,0.00005902375,0.00035352638,0.00014521957],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00360531,0.0011027912,0.00072208367,0.00032934386,0.00032802098,0.0011334165,0.0066911457,0.004174417,0.0027145594,0.13728324,0.019606069,0.8223096],"study_design_scores_gemma":[0.010275771,0.0010297247,0.0021013157,0.0005723338,0.00015894548,0.000025673633,0.0016860878,0.24173002,0.028435592,0.0010151877,0.710672,0.0022973286],"about_ca_topic_score_codex":0.00004374833,"about_ca_topic_score_gemma":0.00015745168,"teacher_disagreement_score":0.8200123,"about_ca_system_score_codex":0.00020036366,"about_ca_system_score_gemma":0.00033596426,"threshold_uncertainty_score":0.99984425},"labels":[],"label_agreement":null},{"id":"W2767102642","doi":"","title":"Examining Community Capacity and Resilience Post-Outbreak in Walkerton, Ontario","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Outbreak; Community resilience; Geography; Environmental planning; Political science; Engineering; Medicine; Virology","score_opus":0.03250818668763038,"score_gpt":0.24730560884230518,"score_spread":0.2147974221546748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767102642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42746633,0.000024755374,0.0000025686313,0.000031391315,0.00023733993,0.00021474503,0.000004044183,0.000029253399,0.5719896],"genre_scores_gemma":[0.39926973,0.00004267338,0.000047050293,0.000029930607,0.00002366233,8.179649e-7,0.000023538247,0.00001088259,0.6005517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979802,0.00050792383,0.00019808003,0.00044680916,0.000392603,0.00047443516],"domain_scores_gemma":[0.99887717,0.000113365815,0.00028285652,0.0004536693,0.00010683117,0.00016609214],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051150523,0.00028723959,0.00034845958,0.00025323612,0.0016020869,0.000316953,0.0012584277,0.0003374562,0.011469912],"category_scores_gemma":[0.00009233707,0.0003303272,0.0000633753,0.0002658029,0.00051064993,0.0008185231,0.00021266825,0.0008486414,0.000031201893],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040388107,0.00024912375,0.15070891,0.00036904513,0.000085824555,0.00025469257,0.32450947,0.000013992402,0.00017645996,0.010878687,0.00047882996,0.5118711],"study_design_scores_gemma":[0.000686374,0.00010288354,0.40807492,0.0005899408,0.00008441378,8.1563445e-7,0.27476656,0.00000622442,0.000023824932,0.0004240427,0.31463578,0.00060421554],"about_ca_topic_score_codex":0.4279839,"about_ca_topic_score_gemma":0.97421217,"teacher_disagreement_score":0.54622823,"about_ca_system_score_codex":0.00045133862,"about_ca_system_score_gemma":0.000341667,"threshold_uncertainty_score":0.9999149},"labels":[],"label_agreement":null},{"id":"W2767591068","doi":"","title":"TACTILE NAVIGATION: AN ADDITIONAL PROCESSING CHANNEL FOR ENVIRONMENTS OF HIGH SENSORY LOAD","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensory system; Channel (broadcasting); Computer science; Human–computer interaction; Psychology; Neuroscience; Telecommunications","score_opus":0.03287034969657338,"score_gpt":0.25656639252494523,"score_spread":0.22369604282837185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767591068","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09451234,0.000016647624,0.00057173386,0.000076358265,0.00201074,0.0012612646,0.010253279,0.00013958816,0.89115804],"genre_scores_gemma":[0.2986022,0.000011361182,0.00013404124,0.00003760354,0.0001689875,0.000008027588,0.0018481682,0.0000403427,0.6991493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849963,0.00006729998,0.00021503361,0.0005972935,0.00036984714,0.0002509104],"domain_scores_gemma":[0.9986543,0.0001331446,0.0006686881,0.0003347189,0.00010098161,0.00010818234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000020030728,0.00027704507,0.00029535108,0.00012913981,0.0005817269,0.00008217271,0.00043174226,0.00025950363,0.060418237],"category_scores_gemma":[0.00006898778,0.00033219505,0.00015711325,0.00009918834,0.00009746841,0.00081934105,0.000025888743,0.00027679553,0.00006364425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035251272,0.0011534723,0.000024367926,0.0012350365,0.00018270832,0.00033370077,0.004614321,0.0006678773,0.32901645,0.0024046053,0.0080437055,0.64879864],"study_design_scores_gemma":[0.0010337131,0.00022261286,0.0002820464,0.00044146064,0.00016766386,0.000023575698,0.0037689328,0.0005353153,0.24333759,0.000319091,0.74933064,0.0005373371],"about_ca_topic_score_codex":0.000069294714,"about_ca_topic_score_gemma":0.00016137342,"teacher_disagreement_score":0.741287,"about_ca_system_score_codex":0.0001961801,"about_ca_system_score_gemma":0.00018554903,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W2769110843","doi":"","title":"A Spatial Analysis of Fish Habitats in Coastal Wetlands of the Laurentian Great Lakes","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Habitat; Fish <Actinopterygii>; Geography; Fishery; Fish habitat; Ecology; Environmental science; Biology","score_opus":0.009135891048959515,"score_gpt":0.1815652230506984,"score_spread":0.17242933200173888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769110843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70794547,0.000009621032,0.000003373374,0.00006849882,0.00013158524,0.00013622326,0.00021318452,0.0000069389143,0.29148513],"genre_scores_gemma":[0.7178369,0.000030316833,0.000017466155,0.000026190844,0.000005529549,2.7550297e-7,0.00015816864,0.000004642418,0.28192046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990869,0.00008611192,0.00017043523,0.00027009455,0.00021640873,0.00017006164],"domain_scores_gemma":[0.9994913,0.00003677422,0.0002492765,0.0001749802,0.000017705435,0.000029981045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004882443,0.00016585035,0.00038577252,0.00017566132,0.00010563269,0.0000050196772,0.00040843408,0.00019998116,0.11039369],"category_scores_gemma":[0.000009700497,0.00014428295,0.0002585958,0.0011258457,0.00023328462,0.000083293584,0.00022650046,0.0001692126,0.0000151434915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001131318,0.000096943346,0.9857397,0.000036196154,0.00047593928,0.000019640804,0.0016122279,0.0001829857,0.000080758145,0.000007204458,0.0018126579,0.009822634],"study_design_scores_gemma":[0.00047317552,0.000057098678,0.9797969,0.000038659633,0.0011239629,2.3904275e-7,0.0034162058,0.0001165889,0.0002104706,0.0000056028243,0.014608648,0.00015246602],"about_ca_topic_score_codex":0.0022576812,"about_ca_topic_score_gemma":0.8025206,"teacher_disagreement_score":0.80026287,"about_ca_system_score_codex":0.000070909664,"about_ca_system_score_gemma":0.000009557958,"threshold_uncertainty_score":0.89041954},"labels":[],"label_agreement":null},{"id":"W2769225161","doi":"","title":"Remembering the Future: Science Fiction and the Emerging Art of Dialogue Theology","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Epistemology; Philosophy; Sociology; Theology; Art","score_opus":0.007647708186937889,"score_gpt":0.19242161576060038,"score_spread":0.1847739075736625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769225161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21844487,0.00003630245,0.0017053739,0.003018144,0.0005252058,0.00029282903,0.000002177987,0.000015861435,0.77595925],"genre_scores_gemma":[0.97953564,0.00000711334,0.000057536465,0.00004528228,0.00019261954,9.937652e-7,7.0445077e-7,0.0000028815411,0.020157238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994305,0.000057274792,0.00007736271,0.0001522949,0.00010798423,0.00017460674],"domain_scores_gemma":[0.99964374,0.000050917566,0.00007289129,0.00015445295,0.000040192423,0.000037800946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021761075,0.00007109551,0.00009152502,0.00003700924,0.0003230367,0.000059566853,0.00030140128,0.000016356238,0.008761449],"category_scores_gemma":[0.000003694005,0.000041165364,0.000039719114,0.00040121574,0.00075387297,0.00034610013,0.0001446055,0.00008821782,0.000024807483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001439118,0.000038604827,0.045486167,0.000009605442,0.000069145404,0.0000016606089,0.003504796,0.00054462184,0.006406123,0.50212497,0.0033184264,0.438352],"study_design_scores_gemma":[0.0059797224,0.0001776552,0.036660686,0.00007274438,0.00019730037,0.000008265353,0.09266079,0.013951892,0.0075614904,0.021921756,0.8200919,0.0007157974],"about_ca_topic_score_codex":0.00050976244,"about_ca_topic_score_gemma":0.000045136596,"teacher_disagreement_score":0.8167735,"about_ca_system_score_codex":0.000009256016,"about_ca_system_score_gemma":0.000035639983,"threshold_uncertainty_score":0.9921447},"labels":[],"label_agreement":null},{"id":"W2770226579","doi":"","title":"A Thermodynamic Investigation of Commercial Kitchen Operations and the Implementation of a Waste Heat Recovery System","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Waste heat recovery unit; Waste management; Engineering; Environmental science; Process engineering; Mechanical engineering; Heat exchanger","score_opus":0.009886170478921787,"score_gpt":0.2144405540544898,"score_spread":0.20455438357556802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770226579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53891754,0.00037416042,0.017133718,0.000119666176,0.0007605027,0.0024233586,0.00015143458,0.00022179274,0.43989784],"genre_scores_gemma":[0.98336685,0.00008042205,0.0010342783,0.000005767404,0.000028590248,0.000006357256,0.00023750022,0.000036245532,0.015203989],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932474,0.00006759644,0.00026337372,0.000121027406,0.00012295309,0.00010028415],"domain_scores_gemma":[0.9995251,0.000047285466,0.000118411546,0.0001868305,0.00008511833,0.00003721214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010991398,0.00015330818,0.00030328176,0.00009837419,0.00012132574,0.00004487994,0.00017695344,0.00012170735,0.0009737572],"category_scores_gemma":[0.000007696805,0.00013573682,0.000080005804,0.00011261009,0.00008796583,0.00019159462,0.000023736768,0.0001149337,0.0000016969634],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007844571,0.00006302184,0.0005698527,0.013801982,0.0016358107,0.000010666362,0.03631758,0.03370937,0.008688497,0.07664787,0.000303025,0.82746786],"study_design_scores_gemma":[0.01695574,0.00039016586,0.0037287811,0.004826753,0.0034183,0.000015723754,0.26612547,0.6774968,0.018851548,0.0011397186,0.005073813,0.0019771713],"about_ca_topic_score_codex":0.00029858795,"about_ca_topic_score_gemma":0.0015766963,"teacher_disagreement_score":0.8254907,"about_ca_system_score_codex":0.00006471285,"about_ca_system_score_gemma":0.000040611383,"threshold_uncertainty_score":0.9999395},"labels":[],"label_agreement":null},{"id":"W2770261611","doi":"","title":"ASSOCIATION OF METFORMIN WITH BREAST CANCER INCIDENCE AND MORTALITY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2017,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metformin; Meta-analysis; Medicine; Breast cancer; Incidence (geometry); Oncology; Cancer; Internal medicine","score_opus":0.08425078784570268,"score_gpt":0.33682438905070017,"score_spread":0.2525736012049975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770261611","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.94559e-7,0.98079294,0.015744375,0.000117360774,0.000018259356,0.0010292822,0.00017552487,0.000023331144,0.0020983268],"genre_scores_gemma":[0.0000042188826,0.9660802,0.0038240065,0.000054247837,0.0000064883156,0.000018053608,0.0000066778075,0.000013521262,0.029992597],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99712104,0.0009601047,0.0005417187,0.0006538446,0.0005195318,0.00020377817],"domain_scores_gemma":[0.9961713,0.0005308499,0.0021262537,0.000800137,0.0002605602,0.00011090573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010954571,0.00040277603,0.005021205,0.00032166298,0.00012177935,0.00018259633,0.0010363517,0.00012905653,0.0010149662],"category_scores_gemma":[0.00006851814,0.00028892094,0.0007878979,0.0012594231,0.0000775067,0.0009059659,0.0006786063,0.00019408566,0.0000022113688],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021661047,0.000025231244,0.000103961815,0.65114105,0.16751534,0.000051184816,0.000079239086,0.00004686546,8.3747835e-9,0.0017224654,0.000022181299,0.1792903],"study_design_scores_gemma":[0.00010856648,0.000019700894,0.00006544651,0.020535914,0.9405774,0.000058446436,0.000013139448,0.00048524005,7.4550215e-8,0.000059480906,0.037664756,0.00041182744],"about_ca_topic_score_codex":0.00027697766,"about_ca_topic_score_gemma":0.00048188015,"teacher_disagreement_score":0.77306205,"about_ca_system_score_codex":0.00022582967,"about_ca_system_score_gemma":0.00027721355,"threshold_uncertainty_score":0.9999563},"labels":[],"label_agreement":null},{"id":"W2783760302","doi":"","title":"A performance predictive model for emergency medicine residents","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Radiology practices and education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Flagging; Context (archaeology); Identification (biology); Emergency department; Computer science; Process (computing); Medical education; Medical emergency; Medicine; Nursing; Operating system","score_opus":0.05210459729500054,"score_gpt":0.29680094618207226,"score_spread":0.2446963488870717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783760302","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27654928,0.0000647863,0.0052521634,0.0034565602,0.00071704364,0.0005123848,0.000009738656,0.00004789339,0.7133902],"genre_scores_gemma":[0.46463943,0.00022569601,0.0005933779,0.00005281613,0.00021220703,0.0000021119206,0.000010376134,0.000010560605,0.5342534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992504,0.000017987884,0.00013706785,0.0002631463,0.0001168667,0.00021452524],"domain_scores_gemma":[0.9990824,0.000024056706,0.00022655414,0.00040023055,0.00014208572,0.0001247123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012560216,0.00011988957,0.00019579667,0.00007379682,0.00047947268,0.000008561741,0.00024522207,0.000097751006,0.014731413],"category_scores_gemma":[0.000119752236,0.00011021086,0.00006195143,0.00006190895,0.00012585043,0.0005275618,0.00006510898,0.00012572929,0.000024296995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005343672,0.0002962328,0.74922335,0.00053199055,0.0005219865,0.000034679742,0.0044906866,0.0008557354,0.0012017367,0.0012246852,0.06139277,0.17488249],"study_design_scores_gemma":[0.005161526,0.0011858939,0.49594495,0.00024641296,0.00079307106,0.000029647634,0.002047731,0.29783398,0.00010134624,0.00028082606,0.19608168,0.00029293844],"about_ca_topic_score_codex":0.000097981545,"about_ca_topic_score_gemma":0.00004525915,"teacher_disagreement_score":0.29697824,"about_ca_system_score_codex":0.00009149127,"about_ca_system_score_gemma":0.00008117005,"threshold_uncertainty_score":0.9861693},"labels":[],"label_agreement":null},{"id":"W2784306458","doi":"","title":"In A World Where Climate Change Is Everything...; Conceptualizing Climate Activism And Exploring the People’s Climate Movement","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Climate change; Movement (music); Political science; Political economy of climate change; Environmental ethics; Geography; Climatology; Oceanography; Aesthetics; Art","score_opus":0.25092025449632244,"score_gpt":0.356830138829094,"score_spread":0.10590988433277154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784306458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15663038,0.0010612842,0.0000014778188,0.0041410974,0.0014626686,0.0013813425,0.00017440648,0.00015619933,0.83499116],"genre_scores_gemma":[0.27960664,0.3232317,0.000121902034,0.0020876725,0.00091982726,0.00015922384,0.000426073,0.00018905819,0.39325792],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732447,0.00048270234,0.00032772118,0.0005861488,0.0004531011,0.00082586356],"domain_scores_gemma":[0.99834436,0.00017474686,0.00056595297,0.0006399106,0.000115614246,0.00015941473],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072626886,0.0004042502,0.0004753263,0.00033603204,0.002342987,0.00049812114,0.00095472764,0.00025529522,0.026224634],"category_scores_gemma":[0.000026591548,0.00041274837,0.0001576365,0.00050667045,0.00021873073,0.0015910976,0.00040597707,0.0006283968,0.00008814764],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035327778,0.00010140825,0.021269413,0.0006557771,0.000060277263,0.00003537378,0.51477516,0.0000014953957,0.000086454835,0.013653737,0.00047970383,0.4485279],"study_design_scores_gemma":[0.00090473465,0.000034338085,0.030748915,0.0015133559,0.00011915655,7.083293e-7,0.34798968,0.00006273047,0.000017442,0.00015069051,0.6178173,0.00064094894],"about_ca_topic_score_codex":0.010203244,"about_ca_topic_score_gemma":0.5815087,"teacher_disagreement_score":0.6173376,"about_ca_system_score_codex":0.00045613598,"about_ca_system_score_gemma":0.00006472983,"threshold_uncertainty_score":0.99983245},"labels":[],"label_agreement":null},{"id":"W2786973607","doi":"","title":"Comparative study of accident-tolerant fuel for a CANDU lattice","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supervisor; Accident (philosophy); Engineering; Lattice (music); Library science; Nuclear engineering; Physics; Political science; Computer science; Philosophy; Law","score_opus":0.04217859981658705,"score_gpt":0.2672967087008821,"score_spread":0.22511810888429507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786973607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7877694,0.00010388158,0.0000050433614,0.000010466941,0.0010180782,0.00088604155,0.00009161273,0.00003675086,0.21007875],"genre_scores_gemma":[0.6317907,0.000011249163,0.00014510247,0.0000072991843,0.00007131736,0.0000047159833,0.00004555802,0.000027568392,0.3678965],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986533,0.00013140513,0.00027820191,0.00043718173,0.00024026982,0.00025964185],"domain_scores_gemma":[0.99865913,0.00004883782,0.000572191,0.0003987239,0.000249667,0.00007143889],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014678975,0.00029201,0.00070156873,0.000095493444,0.00030131353,0.00018467594,0.00074168865,0.00016739962,0.040414833],"category_scores_gemma":[0.000013462946,0.00027192882,0.00010686496,0.0000681008,0.00006560406,0.00030709102,0.00008871722,0.000105309584,0.00007788185],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036206678,0.0041201357,0.0034959458,0.00747262,0.0018398373,0.00038736372,0.22582044,0.0002441877,0.61000943,0.0036928586,0.008168639,0.09854188],"study_design_scores_gemma":[0.009719427,0.0033318542,0.014510076,0.0011478032,0.0016892024,0.000005699778,0.19614394,0.000095416835,0.100644976,0.00035593452,0.6704708,0.0018848967],"about_ca_topic_score_codex":0.001678914,"about_ca_topic_score_gemma":0.011173396,"teacher_disagreement_score":0.66230214,"about_ca_system_score_codex":0.00005848929,"about_ca_system_score_gemma":0.00010771353,"threshold_uncertainty_score":0.9999733},"labels":[],"label_agreement":null},{"id":"W2790753605","doi":"","title":"ADDRESSING DRIVER CONCERNS: THE NETWORK ROBUSTNESS INDEX APPROACH TO PLANNING CITY CYCLING INFRASTUCTURE","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cycling; Robustness (evolution); Computer science; Transport engineering; Geography; Engineering; Forestry","score_opus":0.05427199531913092,"score_gpt":0.29350689047119866,"score_spread":0.23923489515206775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790753605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012205639,0.00016943093,0.025390547,0.000117065116,0.0011952056,0.000618448,0.000022885297,0.00018389992,0.9600969],"genre_scores_gemma":[0.35082614,0.000044528326,0.0019711144,0.00015604045,0.0010602465,0.000004950668,0.0005943142,0.000053174736,0.6452895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980176,0.0002292297,0.00022239242,0.0005180442,0.00052245584,0.000490241],"domain_scores_gemma":[0.9987257,0.00010506627,0.00047089593,0.00030555937,0.0002144082,0.00017837732],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032372292,0.0003126653,0.0003369881,0.00009864313,0.0029923005,0.00045855937,0.0009788846,0.0005433306,0.004276064],"category_scores_gemma":[0.000058620724,0.00029988622,0.00012798347,0.0005245071,0.00016281947,0.00046017024,0.00003406104,0.0006362499,0.000007819998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024054323,0.000027897748,0.035253458,0.00007386742,0.00011193869,0.000035568835,0.04604496,0.86639476,0.0000023842144,0.0013607038,0.004441855,0.046012055],"study_design_scores_gemma":[0.00092811,0.00002896308,0.072811,0.0013397812,0.00036788397,9.922459e-7,0.101583734,0.0045192833,0.000008275533,0.00010705037,0.81721765,0.0010872515],"about_ca_topic_score_codex":0.00088340277,"about_ca_topic_score_gemma":0.0039315457,"teacher_disagreement_score":0.8618755,"about_ca_system_score_codex":0.0001686941,"about_ca_system_score_gemma":0.0003219658,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W2794331398","doi":"","title":"3-D Imaging of Root Architecture Using Multichannel GPR","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ground-penetrating radar; Architecture; Computer science; Geology; Remote sensing; Geography; Archaeology; Radar","score_opus":0.01159471983839857,"score_gpt":0.22548269478178085,"score_spread":0.21388797494338227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794331398","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32802746,0.00028560203,0.053465087,0.000018313072,0.00089373573,0.00055521465,0.00011813573,0.00035912165,0.61627734],"genre_scores_gemma":[0.5253663,0.00003161686,0.13067241,0.000025956013,0.0008485523,0.0000055321507,0.00038825517,0.0003451419,0.3423162],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991936,0.000029455523,0.00016371439,0.00025354224,0.00012826157,0.00023142026],"domain_scores_gemma":[0.99946475,0.0000339562,0.000093362745,0.00024154132,0.00008758197,0.00007881581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031620046,0.00025504414,0.00029518834,0.00014423982,0.000074265634,0.000018600722,0.0002836837,0.00014318334,0.0053715724],"category_scores_gemma":[0.000006509651,0.00029205982,0.00014199108,0.0003956432,0.00004417243,0.0000715189,0.000037904134,0.00025356756,0.000025224032],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072243165,0.00008055574,0.00019650237,0.0010345908,0.00024348359,0.00002244271,0.0018667772,0.006540987,0.08474953,0.0008593846,0.00027382732,0.90405965],"study_design_scores_gemma":[0.003464838,0.00018702289,0.01557902,0.0027726092,0.0020356348,0.000019366176,0.015878087,0.12314673,0.09384952,0.006424488,0.7322158,0.004426899],"about_ca_topic_score_codex":0.000079162186,"about_ca_topic_score_gemma":0.00017907987,"teacher_disagreement_score":0.89963275,"about_ca_system_score_codex":0.000059706526,"about_ca_system_score_gemma":0.000023510172,"threshold_uncertainty_score":0.99995315},"labels":[],"label_agreement":null},{"id":"W2795130473","doi":"","title":"A Fluorescence Based Method for Studying the Membrane Topology of the Anti-Apoptotic Protein BCL-XL","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bcl-xL; Apoptosis; Fluorescence; Topology (electrical circuits); Cell biology; Green fluorescent protein; Chemistry; Biophysics; Engineering; Biology; Physics; Biochemistry; Gene; Electrical engineering; Programmed cell death; Optics","score_opus":0.012810128855204833,"score_gpt":0.24673500037881063,"score_spread":0.2339248715236058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795130473","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91161054,0.0002535982,0.0044635935,0.0005858791,0.0021220795,0.005829237,0.00022260599,0.000049209975,0.07486325],"genre_scores_gemma":[0.4125984,0.000036834215,0.004632681,0.00020197299,0.000379818,0.00002839663,0.00042558872,0.00008468737,0.58161163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860525,0.00022372753,0.00022126593,0.0004739907,0.00017848941,0.0002973001],"domain_scores_gemma":[0.99890727,0.00003813558,0.00029728154,0.00054238236,0.00016771456,0.000047222595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014591389,0.00030101836,0.00033128588,0.00005866754,0.000222548,0.000019450883,0.0007972073,0.00038051727,0.001804407],"category_scores_gemma":[0.000039784667,0.00020600848,0.0003238511,0.00027984445,0.00010975552,0.0000059565295,0.00010433218,0.00023303245,0.0000013097155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041815924,0.00006822936,0.00028879396,0.00029074276,0.0001249141,0.0000051640345,0.0001488856,0.00006808016,0.95550185,0.0001745566,0.000115669645,0.042794947],"study_design_scores_gemma":[0.0012070809,0.00020055358,0.0007800051,0.00011772894,0.00044023944,0.0000058094615,0.0016702565,0.00005717128,0.897929,0.0000169622,0.09727842,0.00029674114],"about_ca_topic_score_codex":0.000086339496,"about_ca_topic_score_gemma":0.0005096777,"teacher_disagreement_score":0.5067484,"about_ca_system_score_codex":0.000025581707,"about_ca_system_score_gemma":0.00022092318,"threshold_uncertainty_score":0.9991081},"labels":[],"label_agreement":null},{"id":"W2797223302","doi":"","title":"Comparison of Normalization Methods in Microarray Analysis","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Normalization (sociology); Computer science; Computational biology; Data mining; Data science; Biology; Sociology; Social science","score_opus":0.01670533196287025,"score_gpt":0.30731608760933105,"score_spread":0.29061075564646077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797223302","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18309481,0.0016121082,0.08497556,0.000023352044,0.00046115182,0.0004596166,0.00004964503,0.00002479681,0.72929895],"genre_scores_gemma":[0.34739667,0.000098296834,0.00661052,0.00001729941,0.000055886834,0.000002763068,0.00491075,0.000031725267,0.64087605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890554,0.0001770964,0.00028846826,0.00037859727,0.00011378876,0.000136536],"domain_scores_gemma":[0.9992257,0.0000070976234,0.00035501536,0.00026711953,0.000109093824,0.000036016536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089064895,0.00017578065,0.00033233667,0.00042016414,0.000034698656,0.000011846966,0.00023819279,0.0003553369,0.0032770827],"category_scores_gemma":[0.0000084923695,0.00020558236,0.00018466794,0.001004106,0.000024386547,0.000005346317,0.00003338803,0.00010762091,0.000002011272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032757412,0.00017424951,0.054110866,0.00013277445,0.00031782873,0.0000017156366,0.00032618255,0.0030984154,0.81791735,0.00008961974,0.0017017975,0.121801645],"study_design_scores_gemma":[0.000648007,0.00007886264,0.042333707,0.000051999745,0.0005403025,2.0139029e-7,0.0029444366,0.00049687043,0.56942433,0.000009303687,0.3831185,0.000353461],"about_ca_topic_score_codex":0.00015025445,"about_ca_topic_score_gemma":0.0029376673,"teacher_disagreement_score":0.3814167,"about_ca_system_score_codex":0.00004285045,"about_ca_system_score_gemma":0.00007482879,"threshold_uncertainty_score":0.99763405},"labels":[],"label_agreement":null},{"id":"W2798104866","doi":"","title":"Isolation of y-Aminobutyrate (GABA) Utilizing Mutant Strains and Characterization of Factors Sufficient for GABA Utilization as a Carbon and Nitrogen Source","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mutant; Isolation (microbiology); Characterization (materials science); Nitrogen; Carbon fibers; Chemistry; Carbon source; Process (computing); Biochemistry; Biology; Organic chemistry; Nanotechnology; Computer science; Bioinformatics; Materials science; Gene","score_opus":0.03417908722038971,"score_gpt":0.23512192137989626,"score_spread":0.20094283415950656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798104866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921721,0.000063674976,0.00006412206,0.000016790187,0.00004806455,0.00047157545,0.00016479468,0.000017757151,0.0069810757],"genre_scores_gemma":[0.97824097,0.0002610452,0.00001664944,0.0000024680687,0.000027331525,0.0000010623822,0.0011722926,0.0000036078507,0.020274574],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99900126,0.000065268316,0.00021609086,0.00030755298,0.00020594442,0.00020388457],"domain_scores_gemma":[0.99930686,0.00006868573,0.0003104775,0.00004130545,0.00019369784,0.000078977886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008404366,0.00018701071,0.00026869576,0.000074120355,0.00013225248,0.00003724352,0.00011348438,0.00022253775,0.00076721],"category_scores_gemma":[0.000018792445,0.00010554972,0.00007210512,0.00040200067,0.00005619224,0.00014488849,0.000038417656,0.00009207817,2.3525504e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001961562,0.0000673427,0.0078966785,0.00019894357,0.00004153863,0.0000019124507,0.001244651,0.000003725882,0.89301425,0.00019714594,4.0905047e-7,0.09713723],"study_design_scores_gemma":[0.0020656253,0.0026415728,0.58938676,0.0008310116,0.00061354204,0.000012125716,0.14380041,0.011640944,0.2387466,0.0002380935,0.008751882,0.0012714248],"about_ca_topic_score_codex":0.0002467098,"about_ca_topic_score_gemma":0.0010343246,"teacher_disagreement_score":0.65426767,"about_ca_system_score_codex":0.000032504908,"about_ca_system_score_gemma":0.00002677148,"threshold_uncertainty_score":0.84004116},"labels":[],"label_agreement":null},{"id":"W2801041461","doi":"","title":"Robust Position Sensorless Model Predictive Control for Interior Permanent Magnet Synchronous Motor Drives","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Control theory (sociology); Permanent magnet synchronous motor; Model predictive control; Position (finance); Magnet; Synchronous motor; Control engineering; Computer science; Engineering; Control (management); Artificial intelligence; Mechanical engineering; Electrical engineering; Business","score_opus":0.007374903469606351,"score_gpt":0.18133048046031724,"score_spread":0.1739555769907109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801041461","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2130982,0.0010512018,0.37592822,0.00009410036,0.003881594,0.0073443893,0.0026993803,0.002089051,0.39381388],"genre_scores_gemma":[0.6257434,0.0001351872,0.004939578,0.00009463281,0.0008765961,0.000072685165,0.0013817392,0.00041245684,0.36634374],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978966,0.00006430164,0.00038836827,0.0006855104,0.00029852218,0.0006666828],"domain_scores_gemma":[0.9987909,0.000098926255,0.0002138546,0.00036780964,0.00031787893,0.00021062774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006494987,0.00070965063,0.0007429573,0.00044561824,0.00018216125,0.000101890364,0.0004979491,0.0005927359,0.004652358],"category_scores_gemma":[0.000016363656,0.0008588583,0.00036518805,0.00023905041,0.00006823931,0.00033341756,0.00002865574,0.00040064775,0.000051510513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014866817,0.00040852083,0.00016164446,0.004574617,0.0056381044,0.00048636968,0.0077624293,0.6012114,0.07819459,0.0015150717,0.01661093,0.2685695],"study_design_scores_gemma":[0.004155097,0.00065156614,0.00038220335,0.0003727813,0.0010117647,0.000012019952,0.0019164446,0.97752315,0.0015778132,0.00005347189,0.011278026,0.0010656825],"about_ca_topic_score_codex":0.000024243289,"about_ca_topic_score_gemma":0.0002746958,"teacher_disagreement_score":0.4126452,"about_ca_system_score_codex":0.00083909184,"about_ca_system_score_gemma":0.00010501782,"threshold_uncertainty_score":0.9993862},"labels":[],"label_agreement":null},{"id":"W2801306005","doi":"","title":"INFANT FEEDING IN HIV IN CANADA: PROVIDER PERSPECTIVES","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Psychology; Virology","score_opus":0.016188632340738193,"score_gpt":0.2622656740373641,"score_spread":0.24607704169662592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801306005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09881723,0.00045507128,0.000008191741,0.00041738548,0.000089190995,0.0005271073,0.000037520364,0.000016140486,0.89963216],"genre_scores_gemma":[0.21465957,0.000095962285,0.00004798657,0.000011276396,0.000048062633,0.0000032784096,0.00014380146,0.000024220037,0.7849658],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848986,0.00006724006,0.00022800112,0.00044168398,0.00034216352,0.0004310776],"domain_scores_gemma":[0.99921954,0.000030904204,0.00013895631,0.00028965776,0.00013688058,0.00018404647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008947395,0.0002355854,0.00044405638,0.0005571621,0.00010112357,0.000045544275,0.00031845906,0.0001689383,0.04483532],"category_scores_gemma":[0.0001442094,0.0002529991,0.00013949047,0.00033240998,0.00004402211,0.00026151622,0.000056942998,0.0007551853,0.00003102288],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023044536,0.0004690031,0.2510783,0.0018281848,0.00039515152,0.0064646713,0.011884755,0.000013973674,0.0011553419,0.0012755408,0.036448643,0.686682],"study_design_scores_gemma":[0.005937525,0.00061923586,0.3340144,0.0061347713,0.00015633853,0.000021191025,0.1888459,0.00081194245,0.00040744545,0.00005928622,0.46222508,0.00076689356],"about_ca_topic_score_codex":0.7233324,"about_ca_topic_score_gemma":0.99177164,"teacher_disagreement_score":0.6859151,"about_ca_system_score_codex":0.0023345544,"about_ca_system_score_gemma":0.0026324664,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W2801584354","doi":"","title":"Unmet Need for Community Based Physiotherapy in Canada","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Alternative medicine; Physical medicine and rehabilitation; Gerontology; Pathology","score_opus":0.0361662334560471,"score_gpt":0.34435504864235605,"score_spread":0.308188815186309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801584354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13730906,0.0000808714,0.00015690622,0.0006892177,0.003090489,0.0016646992,0.00029739275,0.00006857663,0.8566428],"genre_scores_gemma":[0.030813012,0.000027759888,0.0010751276,0.0017822108,0.00026969533,0.000013594852,0.0014560823,0.00009506745,0.96446747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978092,0.0009574504,0.00028264005,0.0002689431,0.00019832006,0.0004834733],"domain_scores_gemma":[0.9980341,0.0008356957,0.000442418,0.00038007178,0.00019643593,0.0001112563],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028904018,0.0002789697,0.00042576343,0.0001639575,0.00091315963,0.000014219857,0.00049651,0.00034772686,0.058426496],"category_scores_gemma":[0.000031315187,0.0003082219,0.00007957686,0.00042041115,0.000025166444,0.00015693725,0.00003035094,0.0011404684,0.000028410337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018792672,0.00073529634,0.04462405,0.009513197,0.00052265765,0.000079615325,0.023516107,0.00016138484,0.0009499545,0.0011590474,0.32366136,0.57628465],"study_design_scores_gemma":[0.0021861824,0.000113833616,0.0060289805,0.00078504015,0.00006642783,6.91694e-8,0.057740357,0.00022791949,0.00006948075,0.00010916398,0.9323555,0.00031702113],"about_ca_topic_score_codex":0.8923242,"about_ca_topic_score_gemma":0.9961833,"teacher_disagreement_score":0.6086942,"about_ca_system_score_codex":0.0013703106,"about_ca_system_score_gemma":0.0032203526,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W2801697888","doi":"","title":"The health of Indigenous peoples living in Canada: Understanding distal, intermediate and proximal determinants of health","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Indigenous; Gerontology; Political science; Geography; Medicine; Biology; Ecology","score_opus":0.032649212116272766,"score_gpt":0.29227898565030647,"score_spread":0.2596297735340337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801697888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98141056,0.0011856718,0.00002523252,0.0001079446,0.0010153921,0.0014741926,0.00010144974,0.000010785364,0.014668779],"genre_scores_gemma":[0.9676331,0.0023031258,0.000037141675,0.00008032605,0.00004543752,0.000005964171,0.000035719535,0.00003615921,0.029822974],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971156,0.00054716883,0.0008049256,0.00030267925,0.00019141602,0.0010381883],"domain_scores_gemma":[0.9975169,0.00058202195,0.0014883337,0.0001884391,0.00012335842,0.000100946694],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007008805,0.00023731624,0.0008247139,0.0001602319,0.0025144296,0.000005277145,0.00029006114,0.0001765124,0.0009682828],"category_scores_gemma":[0.000067375535,0.00020756017,0.000049775907,0.00027596758,0.00012124495,0.000060000268,0.00024208287,0.0004423157,0.0000014588622],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00034513208,0.000052111725,0.6418071,0.004970731,0.00010032437,0.000018215436,0.30049968,8.756579e-7,0.0000011094821,0.00029414298,0.00039106235,0.051519554],"study_design_scores_gemma":[0.0004195055,0.00042159727,0.2036732,0.0016739188,0.000018071556,9.174656e-7,0.7893048,0.000012470559,0.0000016298901,0.000023472314,0.0042895433,0.00016091552],"about_ca_topic_score_codex":0.8693207,"about_ca_topic_score_gemma":0.99982923,"teacher_disagreement_score":0.4888051,"about_ca_system_score_codex":0.004128447,"about_ca_system_score_gemma":0.011558412,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W2801703926","doi":"","title":"Riesz Sequences and Frames of Exponentials associated with non-full rank lattices.","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Approximation Theory and Sequence Spaces","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Ghana; McMaster University","keywords":"Rank (graph theory); Mathematics; Exponential function; Pure mathematics; Combinatorics; Mathematical analysis","score_opus":0.020609650314757495,"score_gpt":0.24342149458440668,"score_spread":0.22281184426964917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801703926","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7076282,0.000087803855,0.0014318996,0.000031725584,0.00015120828,0.0004899177,0.00006592472,0.00009036662,0.29002297],"genre_scores_gemma":[0.3310921,0.000081159866,0.0066055357,0.000024632649,0.00007043076,0.0000038936237,0.00023214228,0.00007467631,0.66181546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985883,0.00016463484,0.0002897591,0.00038386445,0.00032981855,0.00024359582],"domain_scores_gemma":[0.9982938,0.00028893648,0.0008161297,0.00023881663,0.00027867025,0.0000836578],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026352296,0.0003346698,0.0005956311,0.00017489398,0.00017751007,0.00005801954,0.00032595033,0.000394502,0.01897342],"category_scores_gemma":[0.00012327713,0.00030221284,0.00008998929,0.00037922896,0.00033613804,0.00037856086,0.000047260502,0.00022556474,0.0000112595335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016236827,0.0023848356,0.009623861,0.018739043,0.01287093,0.0010200115,0.23753569,0.00006461561,0.031087732,0.45606944,0.008308348,0.20605868],"study_design_scores_gemma":[0.015552703,0.0048976773,0.0040295986,0.017705476,0.009053934,0.000054225555,0.39254823,0.0010998005,0.12761478,0.36109972,0.059086047,0.007257823],"about_ca_topic_score_codex":0.00004922415,"about_ca_topic_score_gemma":0.0010915014,"teacher_disagreement_score":0.3765361,"about_ca_system_score_codex":0.000056720455,"about_ca_system_score_gemma":0.000121284,"threshold_uncertainty_score":0.999943},"labels":[],"label_agreement":null},{"id":"W2802137142","doi":"","title":"Twin-Screw Extrusion for the Production of Lipid Complexed Pea Starch as a Functional Food Ingredient","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ingredient; Extrusion; Food science; Starch; Functional food; Chemistry; Materials science; Composite material","score_opus":0.036583523144848654,"score_gpt":0.23481980318284754,"score_spread":0.19823628003799887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802137142","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47635296,0.001392656,0.0007036343,0.002966958,0.027409576,0.0052158665,0.00025307058,0.0004315858,0.4852737],"genre_scores_gemma":[0.59435534,0.000031548392,0.000935537,0.00017924556,0.0014293967,0.00001609447,0.00081880053,0.000090323505,0.4021437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984288,0.00012789857,0.0002832424,0.00048030322,0.00040599506,0.00027371204],"domain_scores_gemma":[0.99863285,0.000108304775,0.0003273914,0.0003195817,0.0005456544,0.000066204906],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001482439,0.0002981097,0.00030565882,0.0002265528,0.0005560124,0.00005551688,0.00034393708,0.00020742373,0.019180018],"category_scores_gemma":[0.000045591998,0.0002548707,0.0002363332,0.0003824297,0.00013438475,0.0001864729,0.00007151506,0.00026453758,0.000040130286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.098948985,0.000579672,0.00018004084,0.0020542382,0.0009260824,0.000004729979,0.015104456,0.00023762288,0.024251385,0.0021618945,0.028809302,0.8267416],"study_design_scores_gemma":[0.0010972254,0.0049544116,0.00089188124,0.00057490973,0.00031293387,0.000008350968,0.011238519,0.00025728988,0.019813458,0.00019924833,0.9602723,0.00037948063],"about_ca_topic_score_codex":0.00009046034,"about_ca_topic_score_gemma":0.0007934909,"teacher_disagreement_score":0.931463,"about_ca_system_score_codex":0.0001775475,"about_ca_system_score_gemma":0.00009518739,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W2804047343","doi":"","title":"MASS TRANSFER ON SOLUBLE WALLS WITH DEVELOPING ROUGHNESS IN PIPES AND BENDS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Mass transfer; Surface finish; Mechanical engineering; Engineering; Materials science; Petroleum engineering; Geology; Mechanics; Physics","score_opus":0.00996717175533296,"score_gpt":0.1824405857469987,"score_spread":0.17247341399166574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804047343","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21463515,0.000019763365,0.00106239,0.000071765884,0.00012085106,0.00019422355,0.000008104464,0.00003273592,0.783855],"genre_scores_gemma":[0.30971256,0.00002779332,0.00043398744,0.00006858298,0.000017055336,0.0000012934266,0.000047070815,0.0000311769,0.6896605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988834,0.00003955452,0.00011772767,0.00044442603,0.00022177113,0.00029311303],"domain_scores_gemma":[0.999726,0.000032898217,0.000043291213,0.00011480793,0.0000066921093,0.00007632951],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048408067,0.00025703074,0.00023206716,0.00009702372,0.00011359757,0.00003861182,0.00021234971,0.00018367304,0.026962746],"category_scores_gemma":[0.0000019316833,0.00021673639,0.00003115232,0.0002494244,0.00005644093,0.00027508847,0.00003164258,0.00019536456,0.00010205915],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021605117,0.00013306247,0.20469543,0.00031229216,0.00015406976,0.0009828685,0.007651861,0.00064985704,0.0051316493,0.0021859962,0.00064713653,0.77529526],"study_design_scores_gemma":[0.009602382,0.0010662741,0.29137757,0.0044149077,0.0002949901,0.000012941232,0.011784956,0.000436664,0.011606676,0.0006662084,0.6644685,0.0042679263],"about_ca_topic_score_codex":0.0005022453,"about_ca_topic_score_gemma":0.00822564,"teacher_disagreement_score":0.7710273,"about_ca_system_score_codex":0.00024141527,"about_ca_system_score_gemma":0.000026871357,"threshold_uncertainty_score":0.9739267},"labels":[],"label_agreement":null},{"id":"W2806314463","doi":"","title":"MERGING OMNIPHOBIC LUBRICANT-INFUSED COATINGS WITH DIFFERENT MICROFLUIDIC MODALITIES TO ENHANCE DEVICE FABRICATION AND FUNCTIONALITY","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universities Space Research Association; McMaster University; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Microfluidics; Fabrication; Lubricant; Nanotechnology; Materials science; Medicine; Composite material","score_opus":0.0075929001024501236,"score_gpt":0.19758651600109445,"score_spread":0.18999361589864433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806314463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85836744,0.00050561083,0.005774875,0.000041278538,0.00040898286,0.00048017118,0.0001828931,0.00032845858,0.13391028],"genre_scores_gemma":[0.73140967,0.00034719353,0.00065102195,0.000087517015,0.00024988703,0.000014793998,0.00059451367,0.0001327369,0.26651266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986397,0.00004915889,0.00020872417,0.0005012507,0.00024983712,0.00035133312],"domain_scores_gemma":[0.99921316,0.00006718303,0.00012308055,0.00023367767,0.00018861266,0.00017428666],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049381317,0.0004339959,0.00039899867,0.0002086179,0.00019665105,0.00009004988,0.00022983698,0.0001510844,0.006691382],"category_scores_gemma":[0.000010344125,0.0004209739,0.00006198637,0.000431724,0.000070033064,0.00024046574,0.00005341738,0.000223374,0.00003690473],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019641367,0.00029437264,0.0068464545,0.0039756736,0.002113167,0.00010803224,0.023790164,0.00031094463,0.07791163,0.0017885345,0.017694216,0.8632027],"study_design_scores_gemma":[0.0018800995,0.0006018346,0.04449837,0.002222023,0.0008851553,0.00001795717,0.032913167,0.00096269575,0.1496571,0.0002627801,0.7626713,0.003427541],"about_ca_topic_score_codex":0.00024151492,"about_ca_topic_score_gemma":0.0005706785,"teacher_disagreement_score":0.8597751,"about_ca_system_score_codex":0.00022624873,"about_ca_system_score_gemma":0.00004631808,"threshold_uncertainty_score":0.9998242},"labels":[],"label_agreement":null},{"id":"W2807694749","doi":"","title":"Fragile magnetism in rare earth XY pyrochlores","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"NIST Center for Neutron Research; European Commission; Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology; U.S. Department of Energy; National Science Foundation","keywords":"Magnetism; Rare earth; Earth (classical element); Astrobiology; Physics; Geology; Condensed matter physics; Earth science; Astronomy","score_opus":0.006400790231710005,"score_gpt":0.20202148976357193,"score_spread":0.19562069953186192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807694749","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06644518,0.00005073451,0.0009893173,0.000019478979,0.00044726906,0.00032615557,0.000103102495,0.00006882409,0.93154997],"genre_scores_gemma":[0.08773825,0.000004339091,0.0009403814,0.000050218237,0.00038502563,0.000004026471,0.00077522383,0.000083997125,0.91001856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998514,0.000049420738,0.00021319665,0.0005837153,0.00021093636,0.00042875682],"domain_scores_gemma":[0.99917746,0.000030493758,0.00021569367,0.00037363791,0.000096951306,0.00010576538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024600029,0.00041979284,0.00039824407,0.00018571324,0.00011086297,0.000059726826,0.0004705952,0.00016939257,0.15956803],"category_scores_gemma":[0.0000013503519,0.0005192724,0.0001614944,0.0004332023,0.00006032721,0.0003475586,0.0001097202,0.00046339945,0.0005369284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042116188,0.00028654854,0.006386945,0.00025420022,0.00025917852,0.00020901396,0.0035728763,0.00014261034,0.0015942563,0.016455175,0.0053258063,0.96509224],"study_design_scores_gemma":[0.0021704496,0.00014480218,0.004501504,0.0004471582,0.00015192635,8.4174013e-7,0.010588445,0.00010236944,0.006031327,0.011719903,0.96283174,0.0013095429],"about_ca_topic_score_codex":0.00027049694,"about_ca_topic_score_gemma":0.0006831215,"teacher_disagreement_score":0.96378267,"about_ca_system_score_codex":0.000058881098,"about_ca_system_score_gemma":0.00010767176,"threshold_uncertainty_score":0.9997259},"labels":[],"label_agreement":null},{"id":"W2849178439","doi":"","title":"Richard Outram’s Early Poems (1957-1988): A Critical Introduction with Annotations","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada; Government of Ontario; McMaster University","keywords":"Poetry; Critical edition; Literature; Art; History; Art history","score_opus":0.019053815749715035,"score_gpt":0.22301564831444007,"score_spread":0.20396183256472503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2849178439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030299682,0.000098544006,0.00027445547,0.00077383005,0.0014433421,0.00023574382,0.00015681617,0.00017320889,0.9665444],"genre_scores_gemma":[0.1292672,0.000014015154,0.00019241725,0.00008988118,0.0023396765,0.0000036003116,0.00055805576,0.00005536806,0.8674798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820733,0.00009787889,0.00026485304,0.0006347549,0.0003749634,0.00042024598],"domain_scores_gemma":[0.9986872,0.000049487007,0.0001549544,0.00033273498,0.0006163337,0.00015929504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007668352,0.0003997062,0.0004340589,0.00034208165,0.000738452,0.00041514623,0.00033643117,0.00020971918,0.21609218],"category_scores_gemma":[0.000026884283,0.00038664247,0.00021328879,0.00024919538,0.0003711995,0.00065896707,0.00003193571,0.000421353,0.00058519666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016145027,0.0008570483,0.000428986,0.00072724547,0.0016820558,0.000418144,0.08349687,0.000018068995,0.00016927501,0.7420284,0.07997315,0.08858624],"study_design_scores_gemma":[0.0004452795,0.00034918723,0.0006317012,0.00012540107,0.0008945409,0.0000045545457,0.03869995,0.000030959945,0.00007058232,0.00053230295,0.9576613,0.00055427203],"about_ca_topic_score_codex":0.0004070167,"about_ca_topic_score_gemma":0.008888601,"teacher_disagreement_score":0.8776881,"about_ca_system_score_codex":0.000106415384,"about_ca_system_score_gemma":0.0000938691,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W2884812560","doi":"","title":"Surface Colour Effects on the Thermal Behaviour and Mechanical Properties of Hot Mix Asphalt","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asphalt pavement; Asphalt; Materials science; Surface (topology); Composite material; Thermal; Geotechnical engineering; Mechanical engineering; Engineering; Mathematics; Thermodynamics; Geometry; Physics","score_opus":0.01702527994285109,"score_gpt":0.21585245859970548,"score_spread":0.1988271786568544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884812560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93676424,0.00027199448,0.000054296772,0.000017838287,0.00041170587,0.000662686,0.000006913886,0.000094500945,0.06171583],"genre_scores_gemma":[0.9328845,0.00006417743,0.0000968367,0.000024750694,0.000048365633,0.0000024289384,0.00003826261,0.000053392687,0.06678729],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878955,0.00008901729,0.00022132703,0.00024851423,0.00037575557,0.0002758236],"domain_scores_gemma":[0.9994192,0.000084923384,0.00012963991,0.00021625897,0.00008405329,0.000065910106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023630793,0.00031701077,0.00029712517,0.000102594495,0.00010847897,0.000027089092,0.00027564826,0.00029689135,0.003660891],"category_scores_gemma":[0.000012403258,0.0002647475,0.00008024413,0.00024587772,0.00003763892,0.00016474235,0.00004039168,0.00039490915,0.000029605726],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004093422,0.00048611083,0.008993775,0.008207141,0.0017795237,0.00021596502,0.010800855,0.026187813,0.4151327,0.0040028724,0.0019653933,0.5181344],"study_design_scores_gemma":[0.0022923115,0.0007306555,0.024872145,0.0017712332,0.00075797463,0.0000032477064,0.006341532,0.014807263,0.9407632,0.000017327444,0.0065542343,0.0010888749],"about_ca_topic_score_codex":0.00003160224,"about_ca_topic_score_gemma":0.00018898232,"teacher_disagreement_score":0.52563053,"about_ca_system_score_codex":0.00013849651,"about_ca_system_score_gemma":0.000041446405,"threshold_uncertainty_score":0.99998045},"labels":[],"label_agreement":null},{"id":"W2884956398","doi":"","title":"Effects of Waste Glass Addition on the Properties of Fired Clay Brick","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brick; Clay minerals; Waste management; Geotechnical engineering; Materials science; Composite material; Geology; Mineralogy; Engineering","score_opus":0.014615953169893704,"score_gpt":0.18064777813781474,"score_spread":0.16603182496792104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884956398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8243671,0.00027099202,0.000029256622,0.000020406274,0.0018338726,0.0004908036,0.000036965306,0.000094959185,0.17285563],"genre_scores_gemma":[0.7760061,0.00017269516,0.00001762052,0.000004566606,0.00026994405,0.0000033240306,0.00019644144,0.000038712733,0.22329058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991411,0.00009164828,0.0002724152,0.00017237008,0.00018509211,0.00013740426],"domain_scores_gemma":[0.9994414,0.00005323288,0.00020354505,0.0001777574,0.000100110905,0.000023968267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067181514,0.00021437615,0.00030350246,0.00012087551,0.00006842,0.000017495195,0.0002116413,0.0002565845,0.0015269478],"category_scores_gemma":[0.000027564582,0.00017101078,0.000113541384,0.00026428694,0.000042477866,0.00007831581,0.000015356012,0.00017414382,0.000008312165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015278369,0.00028454015,0.000017963614,0.0069250795,0.0005679046,0.000014674415,0.0014899882,0.069583446,0.6876794,0.0015129566,0.018276876,0.21211934],"study_design_scores_gemma":[0.00050251844,0.00011918216,0.00007122071,0.0016411715,0.00015280853,4.1398764e-7,0.0011827651,0.00082868553,0.95172966,0.000032669792,0.043507878,0.0002310166],"about_ca_topic_score_codex":0.00011249658,"about_ca_topic_score_gemma":0.000046705652,"teacher_disagreement_score":0.26405028,"about_ca_system_score_codex":0.00004849312,"about_ca_system_score_gemma":0.000023008826,"threshold_uncertainty_score":0.9993858},"labels":[],"label_agreement":null},{"id":"W2886125540","doi":"","title":"THERMAL AND HYDROLOGICAL CONDITIONS OF REPTILE SPECIES-AT-RISK HABITAT ALONG EASTERN GEORGIAN BAY DURING CRITICAL LIFE STAGES","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; Parks Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources; McMaster University; Purdue University","keywords":"Georgian; Bay; Habitat; Geography; Oceanography; Environmental science; Ecology; Geology; Biology","score_opus":0.011858453911782026,"score_gpt":0.19265709122628455,"score_spread":0.18079863731450252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886125540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6204139,0.00018179277,8.878948e-7,0.000039426246,0.00010597405,0.00008783824,0.00028103488,0.000014681951,0.37887448],"genre_scores_gemma":[0.71013016,0.00023019749,0.000028952423,0.000012801377,0.000051514482,2.054424e-7,0.0002923293,0.0000055369956,0.28924832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987891,0.000091900576,0.00019010593,0.00041375923,0.00021847083,0.00029667758],"domain_scores_gemma":[0.999276,0.00011188585,0.00019884226,0.0002150493,0.000018920464,0.00017934125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006201397,0.0002551184,0.0003587663,0.00007241337,0.000686033,0.000051952993,0.00026300864,0.0001840306,0.17584899],"category_scores_gemma":[0.000047653997,0.00023685917,0.00011105618,0.00005334107,0.00045518248,0.00023319454,0.00009281242,0.00025065796,0.00010670304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002445935,0.000024026,0.98275375,0.0001337668,0.00010305577,0.00015915994,0.00031578625,0.00012772717,0.00006676948,0.000027706217,0.000087371845,0.015956255],"study_design_scores_gemma":[0.00039904247,0.00013250895,0.9823205,0.000052319592,0.00013966215,0.0000040156897,0.0023595092,0.00013111155,0.00007782708,0.000027062493,0.014103203,0.00025325228],"about_ca_topic_score_codex":0.0015589141,"about_ca_topic_score_gemma":0.028808128,"teacher_disagreement_score":0.17574228,"about_ca_system_score_codex":0.000015236594,"about_ca_system_score_gemma":0.000017946419,"threshold_uncertainty_score":0.9889136},"labels":[],"label_agreement":null},{"id":"W2887892774","doi":"","title":"Predicting Walking Intentions and Behaviour among Individuals with Intermittent Claudication: The Role of Pain within the Theory of Planned Behaviour","year":2006,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Theory of planned behavior; Psychology; Claudication; Physical medicine and rehabilitation; Intermittent claudication; Physical therapy; Medicine; Psychiatry; Computer science","score_opus":0.010316070187954256,"score_gpt":0.21418805068611232,"score_spread":0.20387198049815808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887892774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97391313,0.00015596085,0.00042068848,0.0003704306,0.0000226311,0.00044968116,0.00001750855,0.000026944452,0.02462301],"genre_scores_gemma":[0.99594694,0.0000070063948,0.00012571499,0.00007575195,0.000026774735,0.0000036317047,0.0000050627937,0.0000083212835,0.003800802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989996,0.00028367547,0.00019401994,0.00016754834,0.00021729924,0.00013785122],"domain_scores_gemma":[0.9991724,0.0003024097,0.0002562943,0.0001413636,0.00008655435,0.000040974723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005708716,0.00012479283,0.00021644529,0.00005897539,0.00019728504,0.000012655156,0.00015762326,0.000054380074,0.00060207193],"category_scores_gemma":[0.000045564433,0.00006735323,0.00006611025,0.00023509988,0.00049936806,0.0000737799,0.00016448805,0.00022425117,3.1437273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017838477,0.0001479203,0.9777067,0.00002946492,0.00016048347,0.0000148855825,0.0009132244,0.000019672822,0.0008967475,0.0018488875,0.000036266752,0.018047368],"study_design_scores_gemma":[0.0010546219,0.0005779688,0.96939236,0.00025521577,0.0007107116,0.000014447889,0.023766164,0.00024949943,0.0031313016,0.0002970601,0.00045947824,0.000091198046],"about_ca_topic_score_codex":0.00016623965,"about_ca_topic_score_gemma":0.00026102303,"teacher_disagreement_score":0.022852939,"about_ca_system_score_codex":0.000028086262,"about_ca_system_score_gemma":0.000022851267,"threshold_uncertainty_score":0.65922654},"labels":[],"label_agreement":null},{"id":"W2889125701","doi":"","title":"Nonlinear Dynamics of the Heart Rate Variability Signal","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Nonlinear system; Heart rate variability; SIGNAL (programming language); Dynamics (music); Statistical physics; Computer science; Physics; Heart rate; Acoustics; Medicine; Internal medicine","score_opus":0.009150268934476919,"score_gpt":0.21427009803041708,"score_spread":0.20511982909594015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889125701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.212092,0.00003931821,0.0004950064,0.0018161776,0.00086515007,0.0016133399,0.00019864718,0.00010156604,0.7827788],"genre_scores_gemma":[0.09268987,0.000016530279,0.0005966557,0.0002124363,0.00015412233,0.0000014818721,0.0003393942,0.00004367909,0.90594584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982321,0.00034816586,0.0003977116,0.00048568807,0.00023014276,0.00030614648],"domain_scores_gemma":[0.99859285,0.00019564056,0.00023257597,0.0006050229,0.00023425638,0.00013967788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042170918,0.00031003536,0.00068311306,0.00010383154,0.00012989361,0.000018486677,0.0002979185,0.0004580883,0.060630333],"category_scores_gemma":[0.00007862819,0.00026420536,0.00044286437,0.0005668216,0.00012631186,0.000090082634,0.00007847736,0.0006595679,0.000039357852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055062836,0.0036034721,0.0527144,0.004977831,0.0021586756,0.0002881588,0.002430402,0.000509376,0.0465313,0.010268174,0.0014910818,0.86952084],"study_design_scores_gemma":[0.0035972267,0.00033286138,0.03232883,0.00070235354,0.0012483383,0.000021302692,0.0024487171,0.015183391,0.004357159,0.00055813574,0.9386023,0.0006193372],"about_ca_topic_score_codex":0.00026353946,"about_ca_topic_score_gemma":0.0009664006,"teacher_disagreement_score":0.93711126,"about_ca_system_score_codex":0.00041964315,"about_ca_system_score_gemma":0.0008433571,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W2889985338","doi":"","title":"Generalized Methods for User-Centered Brain-Computer Interfacing","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Wellcome Trust; McMaster University","keywords":"Interfacing; Computer science; Human–computer interaction; Computer hardware","score_opus":0.046282520559400984,"score_gpt":0.31489655308991216,"score_spread":0.2686140325305112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889985338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094286196,0.00029207894,0.16690142,0.0010133155,0.015397616,0.0034169245,0.00033231277,0.0009429581,0.7174172],"genre_scores_gemma":[0.0050521884,0.000027603386,0.039405502,0.0007287369,0.0005020242,0.00000813947,0.00012844385,0.00013358082,0.95401376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662995,0.00049673603,0.00043781113,0.0014489414,0.0002546654,0.0007319034],"domain_scores_gemma":[0.9975122,0.0006177562,0.00070102676,0.000807891,0.00014581453,0.00021526463],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002524912,0.00071771495,0.000823885,0.00038100677,0.0006497229,0.0005800484,0.0020645906,0.0004900188,0.011471288],"category_scores_gemma":[0.00015210063,0.00075438805,0.000560051,0.00022829644,0.00011479782,0.00044781016,0.00040542666,0.0005793165,0.00007244439],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072406867,0.00009226613,0.000019287643,0.00036680442,0.00012234967,0.000074412696,0.0013895634,0.00005924674,0.08693197,0.0020659338,0.008831471,0.8993226],"study_design_scores_gemma":[0.0020666954,0.000236029,0.000035821275,0.00042194597,0.00011480474,0.000015474845,0.00032586104,0.0033920968,0.20660986,0.0003672007,0.78565043,0.00076378166],"about_ca_topic_score_codex":0.00006448752,"about_ca_topic_score_gemma":0.00020737965,"teacher_disagreement_score":0.89855886,"about_ca_system_score_codex":0.00018481514,"about_ca_system_score_gemma":0.00013161445,"threshold_uncertainty_score":0.99949074},"labels":[],"label_agreement":null},{"id":"W2890192270","doi":"","title":"Geological and Geochemical Analysis of Quaternary Aquifers and Aquitards, Clarington Ontario","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Quaternary; Aquifer; Geology; Geochemistry; Hydrology (agriculture); Groundwater; Geotechnical engineering; Paleontology","score_opus":0.011682984856334956,"score_gpt":0.19142687340883982,"score_spread":0.17974388855250487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890192270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7137122,0.00018942809,0.0000032053488,0.000010038928,0.00007423037,0.000068725116,0.00005235702,0.000011960288,0.28587785],"genre_scores_gemma":[0.69168395,0.00008286223,0.00008735208,0.000011008575,0.000020231902,8.4048786e-8,0.00117551,0.0000033594893,0.30693564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988305,0.00003570688,0.00018188277,0.0004940749,0.0001959735,0.00026184524],"domain_scores_gemma":[0.9993185,0.000038956612,0.00019859863,0.00024296281,0.000042762982,0.00015826736],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007875387,0.00025941676,0.00052008533,0.00017132399,0.00016590474,0.00007975067,0.00033825336,0.00037365145,0.06561726],"category_scores_gemma":[0.00000843622,0.00024598234,0.00013691897,0.00014338834,0.00016693915,0.00018666041,0.00004751421,0.00032556002,0.000007653096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029298654,0.000014584479,0.9401916,0.00011106356,0.00061025715,0.00008988027,0.0007621668,0.00003253738,0.00015921006,0.000011933532,0.00004907573,0.057674687],"study_design_scores_gemma":[0.0004383788,0.00010354457,0.9632937,0.0000640079,0.0015845445,0.0000078078465,0.0014189463,0.00055617007,0.00053304987,0.00008313335,0.03153163,0.00038514604],"about_ca_topic_score_codex":0.080850765,"about_ca_topic_score_gemma":0.31396803,"teacher_disagreement_score":0.23311727,"about_ca_system_score_codex":0.000017532659,"about_ca_system_score_gemma":0.00007017992,"threshold_uncertainty_score":0.9999992},"labels":[],"label_agreement":null},{"id":"W2899075805","doi":"","title":"Joint Nesting in the Pukeko Porphyrio Porphyrio","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Otago","keywords":"Nesting (process); Joint (building); Engineering; Structural engineering","score_opus":0.035128156985114616,"score_gpt":0.18160262032859853,"score_spread":0.1464744633434839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899075805","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4773886,0.00018925876,5.8893605e-8,0.00024065179,0.00005855008,0.00016446025,0.0000315513,0.0000375309,0.5218893],"genre_scores_gemma":[0.4451811,0.00024041548,0.000016471318,0.00020803182,0.00030028186,0.0000020523344,0.00038882616,0.0000027971623,0.55366004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873865,0.00010195929,0.00018897506,0.00037856452,0.00023830094,0.0003535377],"domain_scores_gemma":[0.9996476,0.0000962204,0.00013986793,0.000034969442,0.0000309228,0.000050427705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001058021,0.00028072033,0.00029618587,0.000031056443,0.00032040034,0.00009284867,0.00050268066,0.00019930361,0.033422098],"category_scores_gemma":[0.000009191912,0.000111656045,0.00016264577,0.00060986547,0.000033949145,0.00012463875,0.00004885108,0.0003571949,0.00012771651],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004337609,0.00015187127,0.0093811415,0.000052920932,0.000056452205,0.0006850948,0.0016977047,0.000007570492,0.0075294366,0.00048963836,0.004116191,0.97539824],"study_design_scores_gemma":[0.00018854887,0.00011624101,0.35706756,0.00015504795,0.000046747922,0.000010474486,0.012544377,0.000007869397,0.00007301299,0.000108743836,0.62931144,0.00036992235],"about_ca_topic_score_codex":0.0011063172,"about_ca_topic_score_gemma":0.05445963,"teacher_disagreement_score":0.9750283,"about_ca_system_score_codex":0.000052690462,"about_ca_system_score_gemma":0.000015878912,"threshold_uncertainty_score":0.96746147},"labels":[],"label_agreement":null},{"id":"W2899247846","doi":"","title":"Agreement Variation in English Existential Constructions","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Existentialism; Variation (astronomy); Mathematics; Linguistics; Statistics; Philosophy; Physics; Astrophysics; Epistemology","score_opus":0.020513776428209105,"score_gpt":0.21299627908921315,"score_spread":0.19248250266100403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899247846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007011999,0.000017481852,0.00008234446,0.00021540631,0.009176708,0.00038422176,0.0000941153,0.00009578272,0.98292196],"genre_scores_gemma":[0.19555873,0.000015785154,0.00017438892,0.000014247114,0.0016530509,0.000002775503,0.0005408829,0.000034088353,0.80200607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985466,0.00008445234,0.00032989628,0.00046167997,0.00029575673,0.00028161608],"domain_scores_gemma":[0.998552,0.000046185494,0.00054212357,0.00036648512,0.0004271806,0.000065972425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011590384,0.00030160553,0.00034556157,0.00036786275,0.00054271636,0.00039908508,0.0004030222,0.00023782978,0.17894946],"category_scores_gemma":[0.00014394076,0.00037627752,0.00014382946,0.000060230814,0.00010474165,0.0003490299,0.000044369255,0.0003245862,0.00015037556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022264,0.00018276305,0.0004940121,0.00027621878,0.00029252592,0.00010519847,0.13467596,0.000030836607,0.000037771268,0.78624636,0.00055065966,0.07688506],"study_design_scores_gemma":[0.0023518372,0.000093210525,0.0060899123,0.00057524693,0.0006187238,0.0000019326162,0.09960034,0.00024567134,0.00004917694,0.013697292,0.8757281,0.0009485744],"about_ca_topic_score_codex":0.004825323,"about_ca_topic_score_gemma":0.09013182,"teacher_disagreement_score":0.87517744,"about_ca_system_score_codex":0.00029538057,"about_ca_system_score_gemma":0.00015382745,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W2900001473","doi":"","title":"Egg-Laying Competition and Maternal Effects in a Plural-Breeding Joint-Nesting Bird","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; European Social Fund; McMaster University; Earthwatch Institute; National Science Foundation","keywords":"Nesting (process); Competition (biology); Plural; Joint (building); Zoology; Biology; Ecology; Engineering; Architectural engineering; Mechanical engineering","score_opus":0.011354396335274696,"score_gpt":0.1952314823580544,"score_spread":0.18387708602277972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900001473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160054,0.000022192644,0.000038048405,0.000016806847,0.00023519267,0.00024921173,0.0000025460943,0.00007347959,0.083357155],"genre_scores_gemma":[0.8503021,0.000028135973,0.00071533985,0.000045483903,0.000037643164,0.0000024033482,0.000027512588,0.00004056855,0.1488008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988104,0.00007798282,0.00017702473,0.00044116363,0.0001667455,0.00032668974],"domain_scores_gemma":[0.99958813,0.000044869124,0.00016882039,0.000097796874,0.000007676155,0.00009270506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064497304,0.00025859268,0.00028018816,0.00014293598,0.00024804234,0.000028595445,0.00017912756,0.0002928751,0.017547766],"category_scores_gemma":[0.000011199665,0.0002967907,0.00005822038,0.0002868818,0.000114734234,0.00025511484,0.00013464931,0.00037664163,0.00021557973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007059842,0.00003695022,0.93840545,0.00010380036,0.00000970384,0.0007350244,0.00071084703,0.00006300254,0.0042733196,0.000027784483,0.000026035063,0.055537503],"study_design_scores_gemma":[0.0008103124,0.00008963577,0.99420565,0.00035974756,0.00006059813,0.000051849423,0.0016461989,0.00010639833,0.0005946912,0.000030148238,0.0017012473,0.00034350558],"about_ca_topic_score_codex":0.00046936425,"about_ca_topic_score_gemma":0.0031276497,"teacher_disagreement_score":0.06570326,"about_ca_system_score_codex":0.00030263755,"about_ca_system_score_gemma":0.000014277118,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W2901128862","doi":"","title":"The Role of Stress Proteins in Cellular Resistance to Photodynamic Therapy in Bladder Cancer T24 Cells and Colon Cancer HT29 Cells","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Photodynamic therapy; Colorectal cancer; Bladder cancer; Cancer; Cancer cell; Medicine; Cancer research; Oncology; Internal medicine; Chemistry","score_opus":0.0077760712384866044,"score_gpt":0.24029627470705586,"score_spread":0.23252020346856925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901128862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94090307,0.004062875,0.000003132943,0.0001357925,0.00033704727,0.0015266496,0.00018308916,0.000017276861,0.052831065],"genre_scores_gemma":[0.52536094,0.0054892213,0.00003891558,0.000031273332,0.000052041476,0.00003347091,0.000029895273,0.00006848075,0.4688958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794656,0.0002254101,0.00030536688,0.00057220267,0.0003928386,0.0005576109],"domain_scores_gemma":[0.9991881,0.00008795003,0.00020869134,0.00028749215,0.00012284695,0.000104923805],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013513646,0.0003372172,0.0004252641,0.0003351491,0.0001600912,0.000073524396,0.0005159365,0.00030077816,0.003600367],"category_scores_gemma":[0.0000055248156,0.00031322113,0.00008060783,0.0010070463,0.00009889715,0.00013758008,0.000064427055,0.00051607506,0.00000479282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048681977,0.00028455065,0.0069827707,0.00054879725,0.00010957338,0.00013513099,0.0049616885,0.0005018374,0.6507447,0.000058828802,0.00022871165,0.33057526],"study_design_scores_gemma":[0.0021832134,0.00022032371,0.00621629,0.0021342996,0.000049456772,2.2427686e-7,0.015901832,0.0002606115,0.749906,0.00008534766,0.22242549,0.000616927],"about_ca_topic_score_codex":0.00693879,"about_ca_topic_score_gemma":0.24566211,"teacher_disagreement_score":0.4160647,"about_ca_system_score_codex":0.00038675312,"about_ca_system_score_gemma":0.00015688631,"threshold_uncertainty_score":0.999932},"labels":[],"label_agreement":null},{"id":"W2901620093","doi":"","title":"Quantitative Analyses of Candida Albicans Biofilm Formation","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust","keywords":"Biofilm; Candida albicans; Microbiology; Biology; Bacteria; Genetics","score_opus":0.03917959938805007,"score_gpt":0.30167169687245265,"score_spread":0.2624920974844026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901620093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.303626,0.0003787869,0.0004355106,0.000024455965,0.00012766462,0.0003386201,0.0000684376,0.000028917899,0.6949716],"genre_scores_gemma":[0.21039471,0.00019932436,0.0010461478,0.000042995714,0.000015803354,7.290432e-7,0.00067554624,0.0000255624,0.7875992],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987264,0.00006929878,0.00031711374,0.00033684768,0.0003224879,0.00022783426],"domain_scores_gemma":[0.9988648,0.00005456253,0.00034818368,0.00028327943,0.00033250925,0.00011661365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008053091,0.00026178724,0.00059365813,0.00027822057,0.00008539681,0.000012147633,0.00013388897,0.0002769699,0.04405423],"category_scores_gemma":[0.000056387827,0.00025599476,0.00028652133,0.0006651982,0.00008614758,0.00020810444,0.000014341453,0.00025893952,0.0000369846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03806696,0.0025998878,0.099002115,0.02007694,0.006158169,0.0013625957,0.01499669,0.00013081172,0.38295442,0.02696245,0.018766295,0.38892266],"study_design_scores_gemma":[0.010987508,0.0043235975,0.13003868,0.004866368,0.008691732,0.000032875792,0.22834384,0.00075418147,0.20895943,0.0003967066,0.39986116,0.0027439266],"about_ca_topic_score_codex":0.0005038869,"about_ca_topic_score_gemma":0.0040120804,"teacher_disagreement_score":0.38617876,"about_ca_system_score_codex":0.00020562936,"about_ca_system_score_gemma":0.00028077108,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W2908334207","doi":"10.6084/m9.figshare.7322420","title":"DSAP: Data Sharing Agreement Privacy Ontology","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Ontology; Computer science; Data sharing; Internet privacy; Information retrieval; Medicine; Philosophy; Epistemology","score_opus":0.05384460435290376,"score_gpt":0.2726050695815456,"score_spread":0.21876046522864187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908334207","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024652479,0.00040351128,0.11138248,0.003910145,0.0032736002,0.0007703114,0.00020662781,0.00181695,0.8757711],"genre_scores_gemma":[0.001771635,0.0002610398,0.39525118,0.00024024116,0.0002690425,0.0000039949286,0.0028091485,0.00008753173,0.59930617],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580157,0.00009262578,0.00038700385,0.0024344637,0.0005232674,0.0007610912],"domain_scores_gemma":[0.976455,0.00007497608,0.00046376904,0.022695608,0.00016595266,0.00014472568],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.00032144415,0.000540803,0.0005201526,0.0004589309,0.000294653,0.0003365444,0.12583637,0.0006572413,0.019308671],"category_scores_gemma":[0.001647554,0.00062696834,0.000104174265,0.001036206,0.00013194291,0.0018300532,0.19474237,0.00071217585,0.00058697455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007217209,0.000109411645,0.00069415354,0.00020033188,0.00027562864,0.00040508516,0.0003706937,9.64584e-7,0.000108291155,0.005166163,0.27103147,0.7215656],"study_design_scores_gemma":[0.0007036044,0.00013166711,0.00070959196,0.00029460157,0.00010746075,0.000015599346,0.0005954485,0.013688458,0.0006754563,0.016845003,0.9653592,0.0008738942],"about_ca_topic_score_codex":0.00027209838,"about_ca_topic_score_gemma":0.0020207923,"teacher_disagreement_score":0.72069174,"about_ca_system_score_codex":0.0003626717,"about_ca_system_score_gemma":0.00022849119,"threshold_uncertainty_score":0.9996182},"labels":[],"label_agreement":null},{"id":"W2908715035","doi":"","title":"DETAILED THIN-BEDDED FACIES ANALYSIS OF THE UPPER MANCOS SHALE, NEW MEXICO","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological and Tectonic Studies in Latin America","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Facies; Geology; Oil shale; Petrology; Geochemistry; Petroleum engineering; Geomorphology; Paleontology","score_opus":0.012451796817279752,"score_gpt":0.19781647473782885,"score_spread":0.1853646779205491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908715035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11736279,0.00037067753,0.000053347005,0.00007142722,0.0006106052,0.00020628968,0.00010771519,0.000043613352,0.88117355],"genre_scores_gemma":[0.33526558,0.000108781984,0.0006529676,0.000117651274,0.00006117394,1.767531e-7,0.0002659007,0.000005869672,0.6635219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984622,0.000113466485,0.000259083,0.00045484767,0.00037756335,0.0003328597],"domain_scores_gemma":[0.9989163,0.00013671539,0.00036706065,0.0003796433,0.00009592653,0.00010429889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006668604,0.0003091569,0.0005987338,0.00019014331,0.00027517625,0.000028058765,0.00087918877,0.00023893102,0.622306],"category_scores_gemma":[0.00004185665,0.00020621512,0.00050784653,0.0019048166,0.00026692208,0.00008879045,0.00007518304,0.00026619268,0.00017112587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023624775,0.000028263375,0.5745783,0.000055421497,0.0025253885,0.000016138172,0.0014996117,0.001228615,0.000006748366,0.00014137018,0.002163825,0.41752008],"study_design_scores_gemma":[0.0003005393,0.00011245605,0.8715331,0.000047648347,0.001795761,7.97458e-7,0.003361569,0.0014610164,0.00007294345,0.0001720764,0.12081715,0.00032495148],"about_ca_topic_score_codex":0.0015032542,"about_ca_topic_score_gemma":0.01869258,"teacher_disagreement_score":0.62213486,"about_ca_system_score_codex":0.000013217517,"about_ca_system_score_gemma":0.00008476861,"threshold_uncertainty_score":0.9992137},"labels":[],"label_agreement":null},{"id":"W2909176525","doi":"","title":"RESILIENCE-BASED BLAST DESIGN OF REINFORCED CONCRETE MASONRY SYSTEMS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Homeland Security; Federal Emergency Management Agency; Graduate School, University of Maryland; Canada Masonry Design Centre; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Resilience (materials science); Masonry; Unreinforced masonry building; Engineering; Structural engineering; Forensic engineering; Geotechnical engineering; Civil engineering; Materials science; Composite material","score_opus":0.009681655805914546,"score_gpt":0.18020822207963072,"score_spread":0.17052656627371618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909176525","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008313787,0.00026933,0.1091365,0.0000038062303,0.0026815534,0.0006544938,0.00006291595,0.0004123816,0.87846524],"genre_scores_gemma":[0.15219726,0.00013484496,0.003002666,0.000012281326,0.00023524591,0.00000715709,0.0003843607,0.000110558896,0.84391564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989452,0.00006356014,0.00029077518,0.000249645,0.00023423339,0.00021658954],"domain_scores_gemma":[0.999224,0.000044065953,0.00018528868,0.0002522538,0.00021570169,0.00007871141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006673528,0.00029019118,0.0003337588,0.00040068547,0.000074486205,0.000044634406,0.00028746843,0.00041154274,0.013793545],"category_scores_gemma":[0.0000071642885,0.0003301004,0.000110029774,0.00060955755,0.000083760395,0.00018438966,0.000010418868,0.00022534799,0.00007001612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041669407,0.000017432378,0.0004901653,0.007937729,0.0016267073,0.00018394899,0.003343731,0.53589565,0.10672021,0.024009515,0.050866388,0.2647416],"study_design_scores_gemma":[0.0023465266,0.0004655982,0.00011941762,0.0021555703,0.00047241274,0.000012638187,0.013771937,0.58752805,0.058386877,0.000021315893,0.33322647,0.0014931743],"about_ca_topic_score_codex":0.00006219197,"about_ca_topic_score_gemma":0.000043905617,"teacher_disagreement_score":0.28236008,"about_ca_system_score_codex":0.0001147057,"about_ca_system_score_gemma":0.00011035387,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W2909685807","doi":"","title":"Are physical activity and exercise associated with cardiometabolic health in early pregnancy","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Pregnancy; Medicine; Physical therapy; Cardiovascular health; Obstetrics; Internal medicine; Biology; Disease","score_opus":0.018506414750425457,"score_gpt":0.25322209704373105,"score_spread":0.23471568229330558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909685807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90005225,0.00045322772,0.000008320742,0.00014445854,0.00012821358,0.0008908158,0.00004243606,0.00007532929,0.098204955],"genre_scores_gemma":[0.79564035,0.011095758,0.0002491428,0.00016130866,0.0001480557,0.000008172219,0.00031291065,0.00011874177,0.19226559],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983751,0.000105939886,0.00015012827,0.00058704684,0.00030070674,0.00048108998],"domain_scores_gemma":[0.998852,0.000020815147,0.00045333782,0.0002307072,0.0001432031,0.00029993802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008321311,0.000361554,0.0010848474,0.00036804352,0.00015104518,0.00002711885,0.00011468069,0.00029551605,0.00067468884],"category_scores_gemma":[0.00001383402,0.00034902428,0.000085886306,0.0008652267,0.00007495447,0.00017050776,0.000039834962,0.0005577072,0.00001451175],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028110382,0.0010769974,0.16233219,0.0025828523,0.0005365932,0.00054025237,0.012138438,5.5641385e-7,0.00004484784,0.0007355525,0.0005345502,0.8166661],"study_design_scores_gemma":[0.0032386738,0.00038133998,0.9831356,0.0061622364,0.0002334454,0.0000038780076,0.0025417912,0.000012933771,0.00007589704,0.00008598934,0.0037600107,0.00036820417],"about_ca_topic_score_codex":0.0006804359,"about_ca_topic_score_gemma":0.007901566,"teacher_disagreement_score":0.8208034,"about_ca_system_score_codex":0.00040595527,"about_ca_system_score_gemma":0.0006333293,"threshold_uncertainty_score":0.99989617},"labels":[],"label_agreement":null},{"id":"W2911356672","doi":"","title":"High-Accuracy Torque Control and Estimation for Interior Permanent Magnet Synchronous Machine Drives with Loss Minimization","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Torque; Control theory (sociology); Permanent magnet synchronous motor; Minification; Magnet; Direct torque control; Computer science; Control (management); Control engineering; Engineering; Physics; Mechanical engineering; Artificial intelligence; Electrical engineering; Induction motor","score_opus":0.0032134953060312904,"score_gpt":0.17785029804030114,"score_spread":0.17463680273426985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911356672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7155071,0.0018074752,0.2272323,0.00019072685,0.0023367265,0.006004998,0.00064691424,0.0012447535,0.04502899],"genre_scores_gemma":[0.9200472,0.00015641372,0.01109707,0.00004469452,0.00027158263,0.00002893618,0.001446344,0.000197243,0.066710524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879164,0.000039860744,0.00025390254,0.00041725714,0.00016610745,0.00033125334],"domain_scores_gemma":[0.99919915,0.0001266737,0.00019198978,0.00021236403,0.00015380225,0.00011602895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038588827,0.0004554282,0.0004892159,0.00026006481,0.000120310295,0.000098949255,0.00021423401,0.00026808336,0.0032432298],"category_scores_gemma":[0.000025974932,0.00047817486,0.00007647437,0.00020100632,0.00005792345,0.00032761003,0.0000146594475,0.00018286344,0.000011529428],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004560666,0.00009017642,0.0007199101,0.0025515633,0.0013417229,0.0001698855,0.002685856,0.020267442,0.0031197004,0.00094411883,0.0015398669,0.9620091],"study_design_scores_gemma":[0.019685961,0.002332972,0.006918375,0.0012819688,0.0024131185,0.000070522474,0.002459899,0.85459715,0.0032807547,0.0001094586,0.103950754,0.0028990742],"about_ca_topic_score_codex":0.00009700149,"about_ca_topic_score_gemma":0.0010324499,"teacher_disagreement_score":0.95911,"about_ca_system_score_codex":0.00025608277,"about_ca_system_score_gemma":0.000050793446,"threshold_uncertainty_score":0.999767},"labels":[],"label_agreement":null},{"id":"W2911745223","doi":"","title":"THE ECOLOGY OF CLINICAL DECISION MAKING","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Cardiovascular Society","keywords":"Ecology; Geography; Biology","score_opus":0.03837221639891466,"score_gpt":0.3179858253313406,"score_spread":0.279613608932426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911745223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28693458,0.00015369306,0.00005776697,0.00022904176,0.0015301723,0.00030761398,0.000004411995,0.000020413294,0.71076226],"genre_scores_gemma":[0.30432796,0.00029464395,0.00043505343,0.00018927135,0.00013352282,2.9410344e-7,0.000028273833,0.0000066079747,0.69458437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986365,0.00012040674,0.0003851553,0.00032819275,0.0003113031,0.0002184743],"domain_scores_gemma":[0.99833137,0.00094246404,0.00031723554,0.0001962357,0.00010276593,0.000109934546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042098408,0.00013665427,0.00048366096,0.00004554763,0.00010132431,0.000009913992,0.00038486865,0.0004685758,0.0452243],"category_scores_gemma":[0.00038681808,0.000072393435,0.0002496836,0.00027767237,0.00020846665,0.000029701912,0.00008757873,0.00040725587,0.00010960728],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012206481,0.00006774153,0.041975472,0.000061274775,0.000050760522,0.000039018814,0.000029192488,5.0842596e-7,0.000035644414,0.0007831565,0.0007886747,0.9549479],"study_design_scores_gemma":[0.0011706772,0.0009855499,0.30766362,0.0005183355,0.00018627313,0.000005416033,0.0023657905,0.000116322924,0.000033218825,0.0005313609,0.6862646,0.00015882195],"about_ca_topic_score_codex":0.000013009549,"about_ca_topic_score_gemma":0.00032737752,"teacher_disagreement_score":0.9547891,"about_ca_system_score_codex":0.00002784039,"about_ca_system_score_gemma":0.00018791584,"threshold_uncertainty_score":0.9556485},"labels":[],"label_agreement":null},{"id":"W2912834264","doi":"","title":"Natural Killer Cell as Effectors in Chimeric Antigen Receptor Based Immunotherapies for Cancer","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Chimeric antigen receptor; Effector; Receptor; Cancer; Immunotherapy; Antigen; Immunology; Cancer research; Biology; Immune system; Biochemistry; Genetics","score_opus":0.005748743103833342,"score_gpt":0.21002761327909117,"score_spread":0.20427887017525784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912834264","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5297843,0.016393147,0.00013080356,0.00019494898,0.07819787,0.0034187522,0.00006394636,0.0002725217,0.37154368],"genre_scores_gemma":[0.09210871,0.00033700842,0.000029851546,0.0001516961,0.00003303731,0.0000138142805,0.0020502754,0.000058979273,0.90521663],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986474,0.00019907358,0.00024518455,0.000485731,0.000046690766,0.0003759343],"domain_scores_gemma":[0.9992348,0.00014134492,0.00028585093,0.00022856488,0.00009283817,0.0000166017],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007104594,0.00039194417,0.0004786717,0.00038772204,0.00015351368,0.000027729058,0.00029565918,0.00063251745,0.18400174],"category_scores_gemma":[0.000012040415,0.00040673238,0.00029023283,0.00030559165,0.000042942163,0.00018821582,0.000023798751,0.000631138,0.0011385996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0138638755,0.0004193342,0.002801074,0.00075722014,0.0009131177,0.000007917722,0.002648969,0.00012720235,0.7564085,0.00013050994,0.025835788,0.19608651],"study_design_scores_gemma":[0.0033489189,0.0002471389,0.002008321,0.0002466504,0.00007713524,9.120048e-7,0.0028898108,0.000026719928,0.08332235,0.000001498285,0.9073771,0.00045342537],"about_ca_topic_score_codex":0.001044736,"about_ca_topic_score_gemma":0.0005077142,"teacher_disagreement_score":0.8815413,"about_ca_system_score_codex":0.0002730258,"about_ca_system_score_gemma":0.00017536286,"threshold_uncertainty_score":0.9998385},"labels":[],"label_agreement":null},{"id":"W2913024639","doi":"","title":"PHOSPHOLIPID FATTY ACIDS AS BIOMASS PROXIES AND THEIR USE IN CHARACTERIZING DEEP TERRESTRIAL SUBSURFACE MICROBIAL COMMUNITIES","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Phospholipid; Environmental chemistry; Environmental science; Oceanography; Microbial population biology; Chemistry; Ecology; Geology; Biology; Biochemistry; Bacteria; Paleontology; Membrane","score_opus":0.015978740849063044,"score_gpt":0.20300323051468694,"score_spread":0.1870244896656239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913024639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95549214,0.000029916708,0.000006607858,0.000025706067,0.0005162357,0.00038292902,0.000044886874,0.00004541702,0.043456186],"genre_scores_gemma":[0.92307377,0.000141154,0.00026145068,0.00018134878,0.00007723353,0.0000029304176,0.0012017807,0.00005067709,0.075009674],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983018,0.00054232497,0.00025176207,0.00038196982,0.00007858767,0.00044356493],"domain_scores_gemma":[0.99911064,0.00015055155,0.00023356806,0.00040088335,0.000015141188,0.00008920333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014516052,0.0004396811,0.00048403654,0.00012957364,0.00045484514,0.00009276644,0.00073246926,0.0005863848,0.063858524],"category_scores_gemma":[0.000013818556,0.00046242125,0.00009802217,0.0003150435,0.0005692486,0.00052242505,0.00059963984,0.00069207407,0.00018344265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009930899,0.00083681254,0.2693114,0.0003910186,0.00046298406,0.00014256361,0.10504619,0.000026508736,0.53732574,0.00011737983,0.0018795896,0.0745289],"study_design_scores_gemma":[0.003858221,0.00073842285,0.19484231,0.0004055087,0.00014338427,0.000037284786,0.051291175,0.00011920568,0.050378863,0.00022506482,0.6960931,0.0018674764],"about_ca_topic_score_codex":0.00789068,"about_ca_topic_score_gemma":0.15662959,"teacher_disagreement_score":0.6942135,"about_ca_system_score_codex":0.0002072563,"about_ca_system_score_gemma":0.00003640478,"threshold_uncertainty_score":0.99978274},"labels":[],"label_agreement":null},{"id":"W2913174512","doi":"","title":"A Mixed Methods Study of Social Capital and Health Among Adults in Rural Ontario","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Multimethodology; Geography; Psychology; Environmental health; Socioeconomics; Gerontology; Political science; Sociology; Medicine; Social science","score_opus":0.03671858042990462,"score_gpt":0.37838089143482995,"score_spread":0.34166231100492533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913174512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8721585,0.00010006738,0.0000064300375,0.00004944469,0.0009788765,0.0022128199,0.000020835765,0.00005053765,0.12442245],"genre_scores_gemma":[0.5159129,0.000025376023,0.0013558274,0.00006798196,0.00013691821,0.000014225806,0.00021813702,0.000058515066,0.48221016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99572885,0.0016876444,0.0008631307,0.00057176384,0.0003358228,0.0008128061],"domain_scores_gemma":[0.9980647,0.00013984473,0.001029285,0.00026317858,0.00025136804,0.00025163003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000695864,0.000424683,0.001076931,0.00036960127,0.0006639477,0.000010465868,0.0003690766,0.00067217555,0.024190566],"category_scores_gemma":[0.000020838192,0.00047397535,0.00009222898,0.0006208353,0.00009453845,0.00019979013,0.00022130841,0.001194122,0.00002542285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017058575,0.00045280982,0.28918743,0.0017227887,0.00011889179,0.000035931007,0.52409196,7.699831e-7,0.000001815671,0.00039300587,0.0019643898,0.18032432],"study_design_scores_gemma":[0.0026310938,0.00059373106,0.4536279,0.0012685902,0.00005149232,2.4963464e-7,0.5226587,0.000008214885,0.0000014802056,0.000033767275,0.018896654,0.00022812342],"about_ca_topic_score_codex":0.38820794,"about_ca_topic_score_gemma":0.970297,"teacher_disagreement_score":0.58208907,"about_ca_system_score_codex":0.0015788486,"about_ca_system_score_gemma":0.0010108753,"threshold_uncertainty_score":0.9997712},"labels":[],"label_agreement":null},{"id":"W2914432479","doi":"","title":"This is Me, This is Who You Think I Am: Disgust and the Liminal Agency of Young Adolescents","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liminality; Disgust; Agency (philosophy); Psychology; Social psychology; Gender studies; Developmental psychology; Psychoanalysis; Sociology; Social science; Anthropology","score_opus":0.03418493864596115,"score_gpt":0.2360832640139166,"score_spread":0.20189832536795546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914432479","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17820808,0.0002144925,0.000021341526,0.0010212491,0.0012475839,0.0004884473,0.00014898431,0.000048920738,0.8186009],"genre_scores_gemma":[0.11840748,0.0005545124,0.00006199334,0.0012273395,0.0001149031,0.0000011588587,0.000028256642,0.000029988443,0.87957436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997884,0.00019547413,0.000288223,0.00076494896,0.00051617797,0.00035118018],"domain_scores_gemma":[0.99892396,0.000050460538,0.00039051982,0.000404735,0.000110423025,0.00011989999],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013292707,0.00038439955,0.0004350864,0.00015475618,0.0003830083,0.000053266554,0.0008541468,0.0003292008,0.06230369],"category_scores_gemma":[0.000030526324,0.00030755074,0.00023433889,0.00039000603,0.0005891893,0.00025651438,0.00019562163,0.0004402682,0.00028404314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018371616,0.0019673659,0.018141022,0.002934886,0.0008999368,0.000711537,0.15515512,0.0000019911197,0.027075374,0.014701411,0.36991265,0.3901271],"study_design_scores_gemma":[0.019712038,0.0018121025,0.11966806,0.0055406317,0.0027467012,0.00017611592,0.016677022,0.00052594475,0.10618448,0.0043993667,0.7186606,0.0038969526],"about_ca_topic_score_codex":0.0001964681,"about_ca_topic_score_gemma":0.0000693901,"teacher_disagreement_score":0.38623014,"about_ca_system_score_codex":0.00006334233,"about_ca_system_score_gemma":0.000054470107,"threshold_uncertainty_score":0.99993765},"labels":[],"label_agreement":null},{"id":"W2915659358","doi":"","title":"The 21st Century Classroom: Technology as a Transformative Tool in Educational Routines, Rules, and Rituals","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Pedagogy; Mathematics education; Sociology; Engineering ethics; Engineering; Psychology","score_opus":0.009736832394144693,"score_gpt":0.21012415451380292,"score_spread":0.20038732211965823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915659358","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28449202,0.0013954357,0.0000025897825,0.0010746452,0.002078041,0.00046011887,0.000087928405,0.00005081809,0.7103584],"genre_scores_gemma":[0.1410445,0.0013153689,0.000083015664,0.000137182,0.000759961,0.000015696156,0.0010218548,0.000036267746,0.8555862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988642,0.00006495405,0.0002711938,0.0003143429,0.00017542159,0.00030990384],"domain_scores_gemma":[0.99927825,0.000104349085,0.00018126133,0.00018205734,0.00020458465,0.000049504037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009851996,0.000265733,0.00023625819,0.0003268742,0.0005387995,0.0002157577,0.00031427396,0.00022814101,0.029824441],"category_scores_gemma":[0.000026472493,0.00022726883,0.00006448295,0.00016289405,0.00035151138,0.00048100128,0.000028612309,0.0003496176,0.0001927704],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016032222,0.00010459006,0.00026204222,0.00014377906,0.000072011455,0.0000044490466,0.33898038,9.7489846e-8,0.000001985166,0.2732029,0.0018269123,0.38524055],"study_design_scores_gemma":[0.0003024669,0.00004309079,0.0003829201,0.00013125363,0.00003977572,0.0000024101319,0.3972894,0.000003355355,0.00001408516,0.00412216,0.59749335,0.0001757177],"about_ca_topic_score_codex":0.00045009158,"about_ca_topic_score_gemma":0.014213514,"teacher_disagreement_score":0.59566647,"about_ca_system_score_codex":0.00017392651,"about_ca_system_score_gemma":0.0003854325,"threshold_uncertainty_score":0.9710624},"labels":[],"label_agreement":null},{"id":"W2921218787","doi":"","title":"Measuring International Health Inequalities and Socioeconomic Status Using Household Survey Data","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Inequality; Survey research; Sociology; Geography; Socioeconomics; Demography; Mathematics; Population","score_opus":0.1692892746913033,"score_gpt":0.32985338919044543,"score_spread":0.16056411449914212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921218787","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4273517,0.002111754,0.00015037923,0.0014955552,0.006985675,0.0010828348,0.004213938,0.00020376327,0.5564044],"genre_scores_gemma":[0.21357119,0.0045883195,0.00045421012,0.0011322408,0.0004446241,6.583931e-7,0.0034839003,0.00008572892,0.77623916],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978117,0.0005009791,0.00029140123,0.00049946137,0.00031489,0.000581597],"domain_scores_gemma":[0.9987702,0.00023629874,0.00035319437,0.00030090936,0.00008267923,0.00025675842],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009091764,0.00021421537,0.00040926723,0.00016797982,0.0005706604,0.00022065149,0.0007050572,0.00023699754,0.009511479],"category_scores_gemma":[0.00007982504,0.00026959684,0.00005140281,0.0001167256,0.00008810902,0.00068329833,0.00022623473,0.00029194716,0.000018900439],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034069526,0.00007232549,0.710699,0.0016511874,0.00039613005,0.000019680354,0.04448832,0.00010246671,0.0000016291798,0.011206351,0.0041139675,0.2269082],"study_design_scores_gemma":[0.00075472007,0.000020765756,0.15582792,0.00034100146,0.000043443768,5.0642564e-7,0.14028352,0.0002760181,0.0000010137745,0.00005231548,0.70186985,0.0005289406],"about_ca_topic_score_codex":0.16154583,"about_ca_topic_score_gemma":0.25164524,"teacher_disagreement_score":0.6977559,"about_ca_system_score_codex":0.0008990536,"about_ca_system_score_gemma":0.0017470701,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W2921234215","doi":"","title":"Bernard Arcand, Anthropologist as Engaged Other.","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Sociology","score_opus":0.03257682970618781,"score_gpt":0.2888989379108955,"score_spread":0.2563221082047077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921234215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013855248,0.00007733374,0.00026925546,0.009851443,0.0017916792,0.00022615289,0.000021336216,0.00026969184,0.9736379],"genre_scores_gemma":[0.33592564,0.000100907826,0.00080062903,0.0007626248,0.00043587887,7.15019e-7,0.0000038585745,0.000026693366,0.6619431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997459,0.0009685582,0.00015097013,0.0004865515,0.0003720943,0.00056283793],"domain_scores_gemma":[0.9988149,0.00025276313,0.00015380977,0.00034545848,0.00015007009,0.00028302736],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007499634,0.0002263288,0.00025937776,0.00009552066,0.0030635546,0.000065657536,0.0008335712,0.0005887374,0.39474154],"category_scores_gemma":[0.0004392337,0.0002424236,0.00014669093,0.0004319872,0.008538252,0.00033571175,0.00014802882,0.0019367675,0.00086009176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031365803,0.00039020967,0.038567893,0.000042668587,0.00023063351,0.0007263021,0.1059468,0.000010332461,0.0034633991,0.68217593,0.06368057,0.10445163],"study_design_scores_gemma":[0.00047305983,0.000056640038,0.00020953415,0.000009200568,0.00003567256,0.000005062618,0.12445132,0.0000023361479,0.00020102006,0.0005806611,0.8737037,0.00027177628],"about_ca_topic_score_codex":0.030635595,"about_ca_topic_score_gemma":0.16389693,"teacher_disagreement_score":0.8100231,"about_ca_system_score_codex":0.0002618808,"about_ca_system_score_gemma":0.00035160416,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W2939525509","doi":"","title":"The Initial Development and Evaluation of iGeriCare Lessons","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; Alzheimer's Society; McMaster University; Hamilton Health Sciences","keywords":"Development (topology); Mathematics","score_opus":0.10775350720501764,"score_gpt":0.39255531117258047,"score_spread":0.2848018039675628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939525509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061429683,0.00029378946,0.000025248233,0.00020899938,0.00063130405,0.00024294386,0.0000053608474,0.000011161136,0.9371515],"genre_scores_gemma":[0.042902213,0.00017713405,0.0033256006,0.00001903916,0.00027864167,0.000004339903,0.000090009045,0.000014287971,0.9531887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863994,0.00040399993,0.0001250103,0.0001795233,0.0005033123,0.00014823397],"domain_scores_gemma":[0.99892294,0.00015770698,0.00018615612,0.00009067734,0.0005799666,0.00006255919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009385309,0.000097394186,0.00011830244,0.000048345133,0.0007326135,0.000046855956,0.0002187451,0.00014337746,0.009488759],"category_scores_gemma":[0.00012756747,0.00008868543,0.00003874467,0.0002526533,0.0001702142,0.00009481382,0.000028158278,0.00009557374,0.0000073349975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029760215,0.000013722625,0.00007847849,0.000017978153,0.00003708061,4.2046875e-7,0.016846517,5.429203e-7,0.000007792025,0.009769558,0.00036377882,0.97283435],"study_design_scores_gemma":[0.00015153155,0.000012946007,0.00400023,0.00005889115,0.00009484919,9.434302e-8,0.08149903,0.0000045418506,0.0003392365,0.0005881621,0.9131456,0.00010490184],"about_ca_topic_score_codex":0.00029280066,"about_ca_topic_score_gemma":0.014001497,"teacher_disagreement_score":0.97272944,"about_ca_system_score_codex":0.00017262125,"about_ca_system_score_gemma":0.0014437931,"threshold_uncertainty_score":0.9914167},"labels":[],"label_agreement":null},{"id":"W2942786683","doi":"","title":"Effects of mental fatigue on exercise decision-making","year":2018,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mental fatigue; Stroop effect; Cognition; Task (project management); Psychology; Mental effort; Cognitive psychology; Mediation; Applied psychology; Psychiatry; Engineering","score_opus":0.0318098008676063,"score_gpt":0.32435663902396694,"score_spread":0.2925468381563606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942786683","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49095708,0.000092993956,0.0014978603,0.00003424399,0.001310366,0.00038691427,0.000018938254,0.000058047393,0.50564355],"genre_scores_gemma":[0.8967675,0.000004733644,0.00053391606,0.000091174064,0.000054099917,0.0000014092319,0.0000022788972,0.000014428001,0.102530465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909985,0.00007462499,0.00016727473,0.0002633309,0.00013251693,0.00026242394],"domain_scores_gemma":[0.9994186,0.00009377211,0.00010295445,0.00022442863,0.000055351655,0.000104870036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050425853,0.00012803901,0.00017608835,0.00015579526,0.0001305734,0.000008861876,0.0002544244,0.0001079116,0.14947315],"category_scores_gemma":[0.0000075647754,0.0001323089,0.00012613447,0.0003254433,0.00012230319,0.00010016841,0.00008536659,0.00012282442,0.00060713425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072060514,0.00039658917,0.0022209284,0.00002705124,0.000021859358,0.000056448207,0.00085877685,4.7388494e-7,0.00011133474,0.002659707,0.0059936373,0.9869326],"study_design_scores_gemma":[0.010380439,0.007726762,0.18534303,0.006217327,0.00043752685,0.000021488266,0.00683515,0.00010539737,0.008449964,0.00074978964,0.77260655,0.0011265491],"about_ca_topic_score_codex":0.00010412598,"about_ca_topic_score_gemma":0.000096416035,"teacher_disagreement_score":0.98580605,"about_ca_system_score_codex":0.00007069468,"about_ca_system_score_gemma":0.000015931406,"threshold_uncertainty_score":0.85130435},"labels":[],"label_agreement":null},{"id":"W2944146103","doi":"","title":"Differences in the Experience of the 1918-1919 Influenza Pandemic at Norway House and Fisher River, Manitoba","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Influenza pandemic; Pandemic; Virology; Geography; Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine","score_opus":0.023589168722253254,"score_gpt":0.23504710081180555,"score_spread":0.2114579320895523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944146103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71966714,0.00068181416,7.16607e-7,0.00008764269,0.00033631595,0.00030969395,0.000008653918,0.000022797854,0.27888522],"genre_scores_gemma":[0.7536003,0.00027445354,0.000008756359,0.000117758544,0.00005076612,0.0000042479837,0.000002686856,0.000011974995,0.24592908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985708,0.00030909042,0.00016925125,0.0003101434,0.00039671088,0.00024403035],"domain_scores_gemma":[0.99941725,0.000048393475,0.000227391,0.00019821012,0.000065049906,0.000043725824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012362577,0.00022005338,0.00027799045,0.000055603014,0.0011598688,0.00003311965,0.00075690326,0.00023384327,0.0027373126],"category_scores_gemma":[0.000037358695,0.00014780147,0.00011274362,0.00047385285,0.00077676604,0.00020345546,0.000111793874,0.00029932757,0.000010598945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012106452,0.000057161462,0.17692435,0.00008624513,0.00005016774,0.000018712897,0.8075845,0.0000031274244,0.00004915388,0.0018899121,0.0003427607,0.012872814],"study_design_scores_gemma":[0.00042168255,0.00002857165,0.118661866,0.00019406689,0.00007626364,8.7490446e-7,0.6072692,2.7495497e-7,0.0000113680635,0.00019339594,0.27291638,0.00022602474],"about_ca_topic_score_codex":0.003761975,"about_ca_topic_score_gemma":0.3743302,"teacher_disagreement_score":0.37056822,"about_ca_system_score_codex":0.00031287927,"about_ca_system_score_gemma":0.00012001551,"threshold_uncertainty_score":0.9981743},"labels":[],"label_agreement":null},{"id":"W2946585790","doi":"","title":"A study on lane detection methods for autonomous driving","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Computer science","score_opus":0.012598578956655483,"score_gpt":0.24743035600119478,"score_spread":0.2348317770445393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946585790","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13549922,0.00014829318,0.1231621,0.000018698875,0.0033386222,0.002933981,0.000031998385,0.002630812,0.73223627],"genre_scores_gemma":[0.49921113,0.000014374209,0.0036784008,0.000012078392,0.0000687957,0.000017141065,0.00009950029,0.00013777679,0.4967608],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988895,0.00007799173,0.00020202546,0.000429639,0.0000820148,0.00031879908],"domain_scores_gemma":[0.9993438,0.000114725364,0.00009955894,0.00034669338,0.000042992335,0.000052206815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014778218,0.00036225375,0.00042674397,0.00031758126,0.00014785907,0.000025650745,0.00035065887,0.0005902858,0.0022921527],"category_scores_gemma":[0.000013263603,0.00043356567,0.00015517935,0.00028335638,0.00001573012,0.00010704705,0.000034057717,0.0005597813,0.00009969416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014606553,0.00007894442,0.00025297413,0.00014171518,0.00031523916,0.000022734786,0.0009585606,0.001214693,0.0010853282,0.00035516868,0.00004626905,0.9953823],"study_design_scores_gemma":[0.006418604,0.0029636973,0.017316656,0.00040745467,0.0014148013,0.000017506574,0.043583725,0.03892737,0.027940545,0.00049070385,0.85733557,0.003183348],"about_ca_topic_score_codex":0.0000144835,"about_ca_topic_score_gemma":0.00046600716,"teacher_disagreement_score":0.99219894,"about_ca_system_score_codex":0.00034138444,"about_ca_system_score_gemma":0.000037559366,"threshold_uncertainty_score":0.9998116},"labels":[],"label_agreement":null},{"id":"W2949300649","doi":"","title":"Essays on Skills and Labour Market Outcomes of Immigrants and the Canadian Born","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Labour economics; Demographic economics; Economics; Political science","score_opus":0.005730228614564038,"score_gpt":0.2161942939360571,"score_spread":0.21046406532149306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949300649","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1414104,0.00007516785,7.7433236e-7,0.00066435174,0.0003150302,0.0003715271,0.00017636709,0.000010157781,0.8569762],"genre_scores_gemma":[0.33486283,0.00022633026,0.000009393614,0.0002659077,0.000015440704,5.7652636e-7,0.00001758649,0.000009518042,0.66459244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989913,0.0001843793,0.00011072988,0.00022604362,0.00024362038,0.00024390355],"domain_scores_gemma":[0.9993315,0.00014667519,0.00013881223,0.00015276774,0.00009034108,0.00013990462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022309742,0.000160239,0.00028032056,0.00013918718,0.00050598325,0.00007986158,0.00026031278,0.00020406337,0.01590716],"category_scores_gemma":[0.000037929025,0.00012367473,0.00006111932,0.000241826,0.00020454312,0.00010892298,0.000030504418,0.00017074092,0.0000031659285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020750189,0.0000751671,0.09019547,0.00007234409,0.00034371152,0.00002486499,0.019433225,0.0000014299952,0.0000030152023,0.7408794,0.0020235118,0.14674033],"study_design_scores_gemma":[0.0012366566,0.000024990108,0.46866387,0.00007787058,0.000097829725,8.837235e-8,0.019958396,0.0000030584886,0.0000033134231,0.00040868678,0.5093473,0.00017791902],"about_ca_topic_score_codex":0.5257883,"about_ca_topic_score_gemma":0.961666,"teacher_disagreement_score":0.74047077,"about_ca_system_score_codex":0.000098479446,"about_ca_system_score_gemma":0.00029181334,"threshold_uncertainty_score":0.98499244},"labels":[],"label_agreement":null},{"id":"W2949408678","doi":"","title":"Prospective Development and Validation of a Malignancy Scoring System During Endobronchial Ultrasound Evaluation of Mediastinal Lymph Nodes for Lung and Esophageal Cancer","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Medicine; Esophageal cancer; Endobronchial ultrasound; Radiology; Lung cancer; Lymph; Mediastinum; Ultrasound; Prospective cohort study; Cancer; Pathology; Internal medicine","score_opus":0.01602033223166845,"score_gpt":0.2636287619009578,"score_spread":0.24760842966928934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949408678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886593,0.0012259672,0.000066669396,0.00000399614,0.0002056178,0.0013903107,0.000060660986,0.000016990898,0.008370438],"genre_scores_gemma":[0.9924318,0.000105768246,0.0013542123,0.0000010684031,0.00011393825,0.00006119233,0.00015934129,0.000025927093,0.005746711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873894,0.000043230528,0.00027551022,0.00039699115,0.00038447912,0.00016086841],"domain_scores_gemma":[0.99885166,0.000059350758,0.00039247383,0.000104025305,0.00051957957,0.0000728992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015911262,0.00022682657,0.00043440107,0.00015931018,0.00011241007,0.000014177956,0.000050732004,0.0001269369,0.00060239807],"category_scores_gemma":[0.000023774652,0.00022611902,0.00006173761,0.00014107848,0.000049882667,0.00011428409,0.00002425652,0.000054016105,2.3563841e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003719665,0.00027401964,0.8620465,0.021185677,0.0019892263,0.000024046407,0.011306966,0.000064129716,0.004508875,0.0005022915,0.000012022841,0.0943666],"study_design_scores_gemma":[0.01017283,0.0002057865,0.74103504,0.0075616306,0.0039983476,0.000018999513,0.0059617353,0.00030676185,0.23038681,0.000011805369,0.00006089948,0.00027932145],"about_ca_topic_score_codex":0.00017565327,"about_ca_topic_score_gemma":0.000228716,"teacher_disagreement_score":0.22587794,"about_ca_system_score_codex":0.0010859887,"about_ca_system_score_gemma":0.00045878813,"threshold_uncertainty_score":0.92208666},"labels":[],"label_agreement":null},{"id":"W2950012977","doi":"","title":"Hunting and the Quest for Power: Relationships between James Bay Crees, the Land and Developers.","year":2014,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commons; Tribute; Power (physics); Library science; Art history; Sociology; Environmental ethics; History; Law; Political science; Philosophy; Computer science","score_opus":0.016066300164720486,"score_gpt":0.17596555855861246,"score_spread":0.15989925839389196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950012977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008171017,0.00016685843,0.0012308371,0.0022971598,0.000044441902,0.00050847186,0.000021129088,0.000024648269,0.9948894],"genre_scores_gemma":[0.028790649,0.00014381978,0.00035355645,0.00028821483,0.00008647626,0.0000015229316,0.000013451461,0.00002530215,0.970297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991323,0.00007097249,0.00013166333,0.00033400054,0.00015095419,0.00018013977],"domain_scores_gemma":[0.99925536,0.0003487977,0.00012578622,0.00019840537,0.000007961616,0.00006368042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041570488,0.0002121603,0.00021957888,0.00003070451,0.0005835203,0.00009403669,0.00027667938,0.00013281059,0.0049929577],"category_scores_gemma":[0.000017302344,0.00013281072,0.00006266001,0.000041208918,0.00046035816,0.00009203268,0.00043859216,0.00024765584,0.000046681405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017737292,0.000008458215,0.4277968,0.000100063444,0.000356704,0.000015438387,0.0016689419,0.00006031795,6.4374245e-7,0.11985004,0.016255824,0.43370938],"study_design_scores_gemma":[0.00083213445,0.000025010406,0.022762358,0.000054041,0.0001623401,0.0000018173843,0.00025141556,0.000050348543,2.986743e-7,0.0016101106,0.97405,0.00020013527],"about_ca_topic_score_codex":0.000116297655,"about_ca_topic_score_gemma":0.0006296687,"teacher_disagreement_score":0.9577942,"about_ca_system_score_codex":0.00004773317,"about_ca_system_score_gemma":0.000006109072,"threshold_uncertainty_score":0.9959166},"labels":[],"label_agreement":null},{"id":"W2952084297","doi":"","title":"Starting and Operating a Cycling Without Age Chapter in a Care Facility","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cycling; Environmental science; History","score_opus":0.036522472888903965,"score_gpt":0.3091221930514923,"score_spread":0.2725997201625883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952084297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7338613,0.000048365222,0.00007355669,0.00023086184,0.000084294814,0.00052800146,0.000009458968,0.000042983982,0.26512113],"genre_scores_gemma":[0.93803155,0.00001659224,0.0005722988,0.0017410817,0.00004154555,0.0000013489719,0.00000579389,0.000011206036,0.059578564],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984522,0.00034077957,0.0002695119,0.00034524535,0.00013862694,0.00045365715],"domain_scores_gemma":[0.999348,0.00016510871,0.000090090405,0.00018288776,0.000060985112,0.00015293383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041456902,0.00014130458,0.00030576775,0.00006096246,0.00037185845,0.000009882043,0.00010871884,0.00026113263,0.016723545],"category_scores_gemma":[0.0000487553,0.00013728878,0.000036757563,0.00018241296,0.000043649226,0.00020366513,0.00017159093,0.0010055403,0.0001111031],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039097322,0.000011703935,0.84455574,0.0006580478,0.000012730774,0.000058835212,0.10974355,0.000019397294,0.00036657494,0.00038429035,0.000023578064,0.044126462],"study_design_scores_gemma":[0.005150079,0.00017355064,0.06271709,0.00068624556,0.00004956008,9.004616e-7,0.7551148,0.0010182818,0.000025463267,0.000048098213,0.17457023,0.00044570526],"about_ca_topic_score_codex":0.001187561,"about_ca_topic_score_gemma":0.0025107025,"teacher_disagreement_score":0.78183866,"about_ca_system_score_codex":0.00019809068,"about_ca_system_score_gemma":0.00014442814,"threshold_uncertainty_score":0.9841753},"labels":[],"label_agreement":null},{"id":"W2953320280","doi":"","title":"Childbirth: A Medical Problem or a Health Concern","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Childbirth; Medicine; Nursing; Obstetrics; Pregnancy; Biology","score_opus":0.017411230266500946,"score_gpt":0.2640770971996824,"score_spread":0.2466658669331815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953320280","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016923955,0.00077868014,0.000028437606,0.002631441,0.0005656629,0.0011562238,0.00005972261,0.00017803635,0.9776778],"genre_scores_gemma":[0.0028131653,0.0009958156,0.00046458573,0.005162934,0.0002064647,0.0000021026585,0.00040973374,0.000063964326,0.9898812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974507,0.0001413253,0.0004110473,0.00060188764,0.00076561584,0.0006293924],"domain_scores_gemma":[0.9983699,0.000025391968,0.0003118929,0.0002807713,0.0001254942,0.0008865656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014564503,0.00042644085,0.00084362994,0.00016637647,0.00019760085,0.000026674708,0.0003004657,0.0005165028,0.2016251],"category_scores_gemma":[0.000025142926,0.00035531644,0.00020488125,0.00049000425,0.00006146848,0.00007968071,0.000049595357,0.00081385596,0.00030665242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007984396,0.0010664971,0.010364273,0.0087804105,0.00085921306,0.0042341016,0.0025273317,0.0000030148728,0.000018054458,0.009203812,0.059403263,0.8955556],"study_design_scores_gemma":[0.0036752648,0.0008404411,0.00470693,0.0025448003,0.00015368765,0.00030097098,0.0023373493,0.000009517623,0.000020168074,0.000067036104,0.98497665,0.00036716284],"about_ca_topic_score_codex":0.000879812,"about_ca_topic_score_gemma":0.0038517227,"teacher_disagreement_score":0.9255734,"about_ca_system_score_codex":0.000449702,"about_ca_system_score_gemma":0.0023086395,"threshold_uncertainty_score":0.9998899},"labels":[],"label_agreement":null},{"id":"W2954543649","doi":"","title":"Beyond Spa Days and Self-Care: An Examination of Workplace Culture and Wellness in Child Protection Work","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Child protection; Self care; Child care; Medicine; Psychology; Nursing; Health care; Political science; Engineering","score_opus":0.009910052284878014,"score_gpt":0.24708538670354732,"score_spread":0.2371753344186693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954543649","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13318473,0.0003015564,0.000023046316,0.0002532745,0.0019037038,0.0006817287,0.000004758738,0.00005798571,0.8635892],"genre_scores_gemma":[0.55354697,0.0005122825,0.00056626444,0.00002995143,0.0011223907,0.0000063640464,0.00015265052,0.00003273469,0.44403037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853605,0.00054829044,0.0001371193,0.00035140544,0.00025473296,0.00017242294],"domain_scores_gemma":[0.9992595,0.00007587734,0.00027240708,0.000106833984,0.00018761298,0.00009779428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034980665,0.00016593323,0.00019289815,0.00016548843,0.00062430353,0.00009999146,0.00016203773,0.0004957554,0.00474789],"category_scores_gemma":[0.00008495099,0.00020008531,0.000028274113,0.0012844945,0.00011847152,0.0005793684,0.000024589699,0.00032873536,0.000007497959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031318827,0.00019217758,0.0027939389,0.0002447355,0.000048222322,0.0000065395857,0.33088776,0.000001454569,0.00000940678,0.008825064,0.0005148867,0.6561626],"study_design_scores_gemma":[0.00039923345,0.00006794916,0.025769992,0.00013775555,0.00008502755,4.592312e-7,0.3081826,0.0000023607156,0.000049618156,0.00014599206,0.66492337,0.00023568021],"about_ca_topic_score_codex":0.00050853245,"about_ca_topic_score_gemma":0.012672124,"teacher_disagreement_score":0.66440845,"about_ca_system_score_codex":0.00018205396,"about_ca_system_score_gemma":0.00013148626,"threshold_uncertainty_score":0.9961619},"labels":[],"label_agreement":null},{"id":"W2954777576","doi":"","title":"Selective laser melting and post-processing for lightweight metallic optical components","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser and Thermal Forming Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Selective laser melting; Materials science; Laser; Metal; Metallurgy; Mechanical engineering; Engineering; Optics; Physics","score_opus":0.00911064950943819,"score_gpt":0.20223712143565506,"score_spread":0.19312647192621687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954777576","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3792837,0.00048082232,0.0024713117,0.000025006231,0.00057694496,0.0011157,0.00010560181,0.0010385207,0.6149024],"genre_scores_gemma":[0.738293,0.00006326252,0.004577405,0.000040043342,0.000095925985,0.0000071728937,0.00063748873,0.00017015635,0.2561156],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990129,0.000016903905,0.00016450064,0.00032733602,0.00013321963,0.00034518013],"domain_scores_gemma":[0.9995305,0.00005156956,0.00006833486,0.0001286238,0.00012296901,0.00009798105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056698154,0.00033782917,0.00038659025,0.0001685807,0.00012920205,0.00007454883,0.00022367208,0.00031595043,0.0010786498],"category_scores_gemma":[0.000006938618,0.0003569756,0.00012028095,0.00018124643,0.00002216798,0.00032014525,0.000045607452,0.00028606225,0.000017888888],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015721157,0.00019305093,0.0005583628,0.00896075,0.0019388954,0.00011733326,0.005696831,0.00040016952,0.08988205,0.007022606,0.0011369033,0.8825209],"study_design_scores_gemma":[0.0061203134,0.0009106122,0.0040481524,0.0033741882,0.0026023805,0.000049437305,0.007394196,0.047411516,0.48746365,0.0016971263,0.43373674,0.0051916745],"about_ca_topic_score_codex":0.000021675163,"about_ca_topic_score_gemma":0.00007572251,"teacher_disagreement_score":0.87732923,"about_ca_system_score_codex":0.00013308588,"about_ca_system_score_gemma":0.00003290149,"threshold_uncertainty_score":0.99988824},"labels":[],"label_agreement":null},{"id":"W2955509624","doi":"","title":"Data analysis of rainfall event characteristics and derivation of flood frequency distribution equations for urban stormwater management purposes","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Stormwater; Flood myth; Stormwater management; Environmental science; Event (particle physics); Hydrology (agriculture); Distribution (mathematics); Surface runoff; Geography; Engineering; Mathematics; Geotechnical engineering; Mathematical analysis; Physics","score_opus":0.01620136760514039,"score_gpt":0.23401753623583813,"score_spread":0.21781616863069775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955509624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4687761,0.00013151349,0.39169958,0.00013069504,0.0008849816,0.0045330767,0.009488121,0.00009826772,0.12425765],"genre_scores_gemma":[0.6741261,0.00040154124,0.01896524,0.000027202135,0.0000771128,0.000021791659,0.08087595,0.00005428752,0.22545081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986624,0.000042864016,0.0003500321,0.00047293905,0.00029048076,0.00018124616],"domain_scores_gemma":[0.9988814,0.000032437143,0.00050482457,0.00048173347,0.00004903761,0.000050568375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001780251,0.00020807341,0.00034662176,0.00019069416,0.000113432754,0.000024546238,0.0004744011,0.0001102141,0.008466774],"category_scores_gemma":[0.000013685195,0.00022074438,0.00010557781,0.0006145385,0.00008643819,0.0003307395,0.00032606497,0.000057703972,0.0000054726106],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011329675,0.001816791,0.15173034,0.0033532747,0.014763,0.000026526159,0.005383101,0.000902714,0.004117547,0.022554707,0.013499636,0.7807194],"study_design_scores_gemma":[0.002460469,0.0005992584,0.5289545,0.00032445334,0.02283451,2.39593e-7,0.0054915966,0.026532998,0.0009989914,0.0005616883,0.41006038,0.0011809036],"about_ca_topic_score_codex":0.00028209356,"about_ca_topic_score_gemma":0.003049793,"teacher_disagreement_score":0.7795385,"about_ca_system_score_codex":0.00015581271,"about_ca_system_score_gemma":0.000013501059,"threshold_uncertainty_score":0.9924396},"labels":[],"label_agreement":null},{"id":"W2955978032","doi":"","title":"An Examination of Sensitivity of Photodynamic Therapy-Resistant HT29 Cells to Ultraviolet Radiation and Cisplatin","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cisplatin; Photodynamic therapy; Sensitivity (control systems); Ultraviolet; Radiation therapy; Ultraviolet radiation; Medicine; Chemistry; Optoelectronics; Materials science; Internal medicine; Engineering; Chemotherapy; Radiochemistry; Electronic engineering","score_opus":0.009382780014969814,"score_gpt":0.24793148793342154,"score_spread":0.23854870791845173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955978032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96503913,0.00019101013,0.00011039,0.000012489683,0.00008921241,0.0010433559,0.00017588353,0.000024780786,0.033313718],"genre_scores_gemma":[0.9310683,0.0006668343,0.0002682026,0.000026916276,0.000016831496,0.000002592921,0.00033512915,0.000043304768,0.067571886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981172,0.00042108214,0.0003075517,0.0004592096,0.00044026552,0.00025465924],"domain_scores_gemma":[0.99871075,0.00014888769,0.00032978167,0.00032338998,0.00032421813,0.00016295287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040930128,0.00031396913,0.00066381297,0.00047642854,0.0000757428,0.000012885602,0.00011448837,0.0002473667,0.0020297177],"category_scores_gemma":[0.00003976213,0.00032868618,0.00011084634,0.000550037,0.000096278985,0.00013568827,0.000020719563,0.00024699204,0.0000022902918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001920229,0.00020129018,0.00018715397,0.00035577858,0.00020013501,0.000037701786,0.0018030695,0.00002482428,0.75812256,0.000047989717,0.000017304397,0.23708199],"study_design_scores_gemma":[0.0048998375,0.0026201988,0.219677,0.0008694128,0.00037423175,0.000009012584,0.012705314,0.0007873409,0.75280136,0.00001953055,0.004597883,0.0006388716],"about_ca_topic_score_codex":0.00036148465,"about_ca_topic_score_gemma":0.0010235995,"teacher_disagreement_score":0.23644312,"about_ca_system_score_codex":0.00020552409,"about_ca_system_score_gemma":0.0001451635,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W2955998790","doi":"","title":"DEVELOPMENT OF DATA-DRIVEN MODELS FOR INFLUENT PREDICTION AT WASTEWATER TREATMENT PLANTS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Water Consortium","keywords":"Sewage treatment; Wastewater; Environmental science; Environmental engineering; Engineering","score_opus":0.0562506806458611,"score_gpt":0.24610201642319895,"score_spread":0.18985133577733787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955998790","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8651907,0.000027760789,0.0016964703,0.000007727319,0.0006633991,0.0010630774,0.0007930536,0.00007383864,0.13048398],"genre_scores_gemma":[0.07365155,0.000030420268,0.019303128,0.0000061248093,0.000076702854,0.000008834187,0.0053543593,0.00006275852,0.9015061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850464,0.000034005934,0.00030937363,0.0005817189,0.00029189716,0.0002783888],"domain_scores_gemma":[0.9991548,0.00003527131,0.00029357657,0.00041850234,0.000013918808,0.00008393115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008852071,0.00027831952,0.00031057646,0.000062874125,0.00018665552,0.000015001522,0.0004496776,0.00021007405,0.0062959488],"category_scores_gemma":[0.0000024025926,0.00027076693,0.00008124015,0.00008850596,0.00003266186,0.00037950746,0.00030799586,0.0000808216,0.0001041195],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016365629,0.0003524544,0.0065038665,0.00057475123,0.0005375049,0.000013281728,0.020178048,0.045580845,0.009570502,0.000037313755,0.0008795454,0.91413534],"study_design_scores_gemma":[0.0035110433,0.0005038832,0.0031749487,0.00067683513,0.00045331905,0.0000038710104,0.011660186,0.061689775,0.029798375,0.000035610614,0.88743883,0.0010533205],"about_ca_topic_score_codex":0.00013038979,"about_ca_topic_score_gemma":0.0006118528,"teacher_disagreement_score":0.913082,"about_ca_system_score_codex":0.0009595904,"about_ca_system_score_gemma":0.000050460792,"threshold_uncertainty_score":0.9999744},"labels":[],"label_agreement":null},{"id":"W2956112820","doi":"","title":"DRUG DELIVERY SOLUTIONS FOR THE POTENTIAL TREATMENT OF CHILDHOOD OCULAR CONDITIONS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Structural and Chemical Analysis of Organic and Inorganic Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Drug delivery; Drug; Medicine; Intensive care medicine; Pharmacology; Nanotechnology; Materials science","score_opus":0.00694841940550483,"score_gpt":0.18664199999251527,"score_spread":0.17969358058701043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956112820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72185636,0.0036577203,0.0001978809,0.00038695798,0.00079614477,0.00059776386,0.0014428631,0.00012894454,0.27093536],"genre_scores_gemma":[0.51709336,0.00034615406,0.000023463297,0.000010721153,0.00013195234,0.0000022832182,0.0013946692,0.000021569973,0.48097587],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894947,0.000010807293,0.0002250857,0.00033772143,0.0001755788,0.00030131332],"domain_scores_gemma":[0.99915653,0.00008854265,0.0002329585,0.00031964178,0.0001331392,0.00006915815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001575612,0.0002881033,0.00038143128,0.000051584582,0.00035825378,0.000027749416,0.00037424034,0.00020509982,0.11720816],"category_scores_gemma":[0.000004181298,0.00022066422,0.0006374352,0.00017245555,0.00006376634,0.000077280434,0.000052002353,0.00013247471,0.000024666935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012343262,0.0017328125,0.00066337496,0.0013594494,0.012467617,0.000050337236,0.004235087,0.0004548163,0.4723304,0.0046249176,0.012343117,0.48850375],"study_design_scores_gemma":[0.0066110822,0.00023348513,0.0019399795,0.00033795286,0.01034761,0.000021214537,0.04580326,0.0016200483,0.19527936,0.0011262324,0.7351173,0.0015624855],"about_ca_topic_score_codex":0.00021830203,"about_ca_topic_score_gemma":0.0001889723,"teacher_disagreement_score":0.7227742,"about_ca_system_score_codex":0.00016256336,"about_ca_system_score_gemma":0.000129369,"threshold_uncertainty_score":0.89984256},"labels":[],"label_agreement":null},{"id":"W2957964466","doi":"","title":"Segmentation of Breast Cancer Ultrasound Images","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"AI in cancer detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Lawson Health Research Institute","keywords":"Breast cancer; Ultrasound; Segmentation; Computer vision; Artificial intelligence; Medicine; Computer science; Medical physics; Cancer; Radiology; Internal medicine","score_opus":0.00794762795977336,"score_gpt":0.21856877682824238,"score_spread":0.21062114886846903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957964466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019503474,0.00068386336,0.08970894,0.00023229785,0.0066822534,0.0013001395,0.00041202854,0.0004456305,0.8810314],"genre_scores_gemma":[0.08002722,0.00040658607,0.0039475607,0.00005704888,0.0001349419,0.000004642491,0.00012888337,0.000054021144,0.9152391],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852055,0.0000793389,0.0002178239,0.00056285574,0.00037808096,0.00024134397],"domain_scores_gemma":[0.99873954,0.000063666266,0.00045825166,0.00043783223,0.0002362544,0.00006444792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006220227,0.00027690482,0.00030810232,0.00025685417,0.00008677803,0.000079849415,0.00090219156,0.00023311468,0.017351624],"category_scores_gemma":[0.0000033593692,0.00032305528,0.00014305026,0.00074319093,0.000036572772,0.0008474011,0.000090558424,0.00024477925,0.00006353523],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002570856,0.000083006475,0.0037460627,0.0007180873,0.00028213483,0.000022363061,0.0020790005,0.00062222034,0.041411012,0.001190355,0.0021416852,0.947447],"study_design_scores_gemma":[0.010163361,0.0011105989,0.21292049,0.004008955,0.001664725,0.00018641625,0.029637381,0.0038928338,0.51542556,0.0013624358,0.21311164,0.006515614],"about_ca_topic_score_codex":0.00061781355,"about_ca_topic_score_gemma":0.00048441856,"teacher_disagreement_score":0.9409314,"about_ca_system_score_codex":0.00041595704,"about_ca_system_score_gemma":0.00025058203,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W2960117606","doi":"","title":"Living A Mad Politics: Affirming Mad Onto-Ethico-Epistemologies Through Resonance, Resistance, and Relational Redress of Epistemic-Affective Harm","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Mental Health Association; Haverford College; University of Toronto; University of Oxford; McMaster University","keywords":"Redress; Harm; Resistance (ecology); Politics; Sociology; Epistemology; Psychology; Gender studies; Political science; Social psychology; Philosophy; Law; Ecology","score_opus":0.05105162147013665,"score_gpt":0.35822369599497683,"score_spread":0.3071720745248402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960117606","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01888939,0.0021442308,0.00050491426,0.0010242538,0.0018382907,0.0014096156,0.0001787635,0.00014910585,0.97386146],"genre_scores_gemma":[0.091479965,0.00078156637,0.004349963,0.00037310386,0.00024926974,0.000012938963,0.00019070756,0.00010226674,0.9024602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99252087,0.0038191017,0.00089694496,0.0010297187,0.0009387159,0.0007946506],"domain_scores_gemma":[0.9817926,0.01483878,0.0016619978,0.00067579217,0.0008544666,0.00017633976],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021305971,0.0005473018,0.0010171062,0.00028653353,0.0013689165,0.000026662203,0.0006367738,0.0022002903,0.011778868],"category_scores_gemma":[0.0035294455,0.0006071286,0.0001864379,0.00056624226,0.0005514328,0.0007118416,0.000456991,0.0065261084,0.000108398024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021345115,0.0002311114,0.025588343,0.01591965,0.0006085508,0.00022688125,0.06548186,0.00001558133,0.00032634835,0.8715248,0.006887475,0.011054864],"study_design_scores_gemma":[0.002860207,0.00025463034,0.035785835,0.02504528,0.00077434356,0.000009781947,0.23999119,0.000063725034,0.00007931527,0.029876845,0.66390663,0.0013522109],"about_ca_topic_score_codex":0.0011763977,"about_ca_topic_score_gemma":0.0039939512,"teacher_disagreement_score":0.841648,"about_ca_system_score_codex":0.00088543724,"about_ca_system_score_gemma":0.001199012,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2964023423","doi":"","title":"COMPRESSIVE SAMPLING FOR ENERGY SPECTRUM ESTIMATION OF TURBULENT FLOWS","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nyquist–Shannon sampling theorem; Compressed sensing; Mathematics; Wavelet; Sampling (signal processing); Energy (signal processing); Signal reconstruction; Matching pursuit; Algorithm; Bandlimiting; Spectral density; Fourier transform; Mathematical analysis; Signal processing; Statistics; Computer science; Filter (signal processing)","score_opus":0.028902647181551614,"score_gpt":0.21503178630832412,"score_spread":0.1861291391267725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964023423","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012440112,0.0001363835,0.9090809,0.00004721568,0.00017670871,0.0001558572,0.0000118062935,0.00040399606,0.07754698],"genre_scores_gemma":[0.9527329,0.000016533644,0.04099283,0.000027416723,0.00006902243,0.0000013520487,0.000020721243,0.00003399223,0.006105217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994734,0.000016201946,0.00011522276,0.00013430172,0.00009754373,0.00016331286],"domain_scores_gemma":[0.9996264,0.000034366185,0.00004824072,0.00015746619,0.00006186689,0.0000716651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029545821,0.00012606046,0.00017086505,0.00009312736,0.000031395124,0.000015430289,0.00015947082,0.00006739789,0.00048150832],"category_scores_gemma":[0.0000055965165,0.00014352567,0.000063826934,0.00014834116,0.000023939205,0.00012770947,0.00004554001,0.00005389784,0.0000028410286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115507384,0.000037929993,0.000047972193,0.000049864437,0.000111122084,0.000021896725,0.00035103186,0.79957736,0.0032060319,0.007911425,0.004081461,0.18448837],"study_design_scores_gemma":[0.0007874476,0.000103624436,0.000031110547,0.00010935257,0.000054506778,0.000007741187,0.0002840448,0.7193037,0.060587876,0.0028803407,0.21559659,0.0002536244],"about_ca_topic_score_codex":0.000058756345,"about_ca_topic_score_gemma":0.00003474536,"teacher_disagreement_score":0.9402928,"about_ca_system_score_codex":0.00008348553,"about_ca_system_score_gemma":0.000016535603,"threshold_uncertainty_score":0.5852807},"labels":[],"label_agreement":null},{"id":"W2964097815","doi":"","title":"Evaluation of Automatic Incident Detection Systems Using the Automatic Incident Detection Comparison and Analysis Tool","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data mining","score_opus":0.01826490100678451,"score_gpt":0.232952415265178,"score_spread":0.21468751425839347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964097815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95539135,0.00081310264,0.032551907,0.000001997776,0.001609782,0.0012896782,0.000014603482,0.00034853866,0.007979047],"genre_scores_gemma":[0.9960143,0.00002554844,0.00006514662,0.000001704673,0.000059242586,0.000012658316,0.000051336454,0.000051571376,0.0037184912],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970931,0.00048757493,0.00075523107,0.00036592485,0.0010464233,0.00025178673],"domain_scores_gemma":[0.9984617,0.00007163512,0.00061973877,0.00037245193,0.00040033393,0.0000741169],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008640475,0.00040465765,0.0006990475,0.00082549895,0.0002728674,0.00013172365,0.00022448617,0.0004021429,0.0017124275],"category_scores_gemma":[0.00004545023,0.00039985997,0.0002611772,0.0016254922,0.000039599585,0.00029536302,0.00003495509,0.00036061433,0.000010611026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037180132,0.000037748323,0.0007326379,0.0016567662,0.0021009701,0.000005703408,0.0031549602,0.54845923,0.0056760884,0.000012339206,0.0000052307964,0.43812114],"study_design_scores_gemma":[0.0006853965,0.000059426995,0.019297706,0.00040427808,0.0056040892,0.000016044207,0.00922568,0.96123683,0.0027073056,0.000008151147,0.000382485,0.00037263034],"about_ca_topic_score_codex":0.0016889297,"about_ca_topic_score_gemma":0.010929266,"teacher_disagreement_score":0.43774852,"about_ca_system_score_codex":0.0018502623,"about_ca_system_score_gemma":0.00011298519,"threshold_uncertainty_score":0.9998453},"labels":[],"label_agreement":null},{"id":"W2964216283","doi":"","title":"Instruments for the Energy: Reiki, Authenticity, and the Construction of Meaning","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Energy (signal processing); Psychology; Epistemology; Psychotherapist; Philosophy; Physics","score_opus":0.019704398294895634,"score_gpt":0.24960399950750004,"score_spread":0.2298996012126044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964216283","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1942531,0.0013816219,0.0013374299,0.0017555895,0.0014072822,0.0016756265,0.00007917574,0.000045363875,0.7980648],"genre_scores_gemma":[0.6125366,0.000874677,0.0005764159,0.00013916215,0.0003899023,0.000006497522,0.00013766428,0.000023696994,0.38531536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992168,0.000048966584,0.00019526288,0.00020356431,0.00019755919,0.00013782777],"domain_scores_gemma":[0.99924916,0.00021490996,0.00024190446,0.00014467578,0.00011490918,0.00003441361],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010468197,0.00017865072,0.00035219954,0.00008301458,0.00024906805,0.000010362844,0.00014116387,0.000031846488,0.004133989],"category_scores_gemma":[0.000031105188,0.00010867797,0.00012755586,0.0001405675,0.00029877952,0.000054859956,0.0000751979,0.00014991454,5.5383197e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026722655,0.000037667578,0.004233821,0.00027919942,0.001232844,0.0000050887465,0.003266532,0.0000018233518,0.00008452531,0.06878107,0.00024391209,0.91916126],"study_design_scores_gemma":[0.021074953,0.0007343462,0.010130259,0.0013325476,0.005389335,0.00003899304,0.14569184,0.0009403412,0.002589083,0.0020881712,0.80958235,0.00040776056],"about_ca_topic_score_codex":0.00020360072,"about_ca_topic_score_gemma":0.0008824769,"teacher_disagreement_score":0.9187535,"about_ca_system_score_codex":0.00004686161,"about_ca_system_score_gemma":0.0000394525,"threshold_uncertainty_score":0.99677634},"labels":[],"label_agreement":null},{"id":"W2964663482","doi":"","title":"Leaders and Followers Among Security Analysts","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Business; Computer security; Political science; Computer science","score_opus":0.007308908521455226,"score_gpt":0.1960138783835769,"score_spread":0.18870496986212168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964663482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0376037,0.00010922053,0.0034218533,0.00007504664,0.0005489566,0.00023759603,0.00001040944,0.00022740744,0.9577658],"genre_scores_gemma":[0.26853332,0.000040201347,0.0009789198,0.0001751725,0.000060857197,0.0000013301724,0.00027971907,0.000026153992,0.72990435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984682,0.000076916054,0.00024286722,0.00050358585,0.00035394036,0.00035446577],"domain_scores_gemma":[0.9990583,0.00002508967,0.0002564399,0.0003880902,0.00011470533,0.00015738439],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009899827,0.0003374522,0.0003245423,0.00034734645,0.00024313967,0.00024991372,0.0008299278,0.000346159,0.0029305664],"category_scores_gemma":[0.000005684897,0.0003912522,0.00017350551,0.0007387406,0.00009111915,0.0012920325,0.0001509557,0.00038980212,0.000051347994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023460657,0.00031300262,0.0145633705,0.0012027519,0.0007747189,0.0008088182,0.053863782,0.00016008785,0.000062057436,0.15066499,0.036625583,0.74072623],"study_design_scores_gemma":[0.0028953643,0.00015009644,0.029195532,0.0003259461,0.00031945488,0.000016149152,0.02478385,0.013261102,0.0006587937,0.0017614824,0.9243387,0.0022935385],"about_ca_topic_score_codex":0.00054796925,"about_ca_topic_score_gemma":0.0050118566,"teacher_disagreement_score":0.88771313,"about_ca_system_score_codex":0.000121420504,"about_ca_system_score_gemma":0.000097674834,"threshold_uncertainty_score":0.9998539},"labels":[],"label_agreement":null},{"id":"W2966600757","doi":"","title":"Spatial Modelling of Preterm Birth Near the Sydney Tar Ponds, Nova Scotia, Canada","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Nova scotia; Nova (rocket); Geography; tar (computing); Environmental science; Archaeology; Engineering","score_opus":0.00902647820724732,"score_gpt":0.16797160069538555,"score_spread":0.15894512248813825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966600757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76560706,0.00006214141,0.00019120927,0.00004412096,0.0005610371,0.00030794597,0.00008777028,0.000020740448,0.23311795],"genre_scores_gemma":[0.93185896,0.000014048757,0.00011221558,0.00006104484,0.000050096387,3.4643963e-7,0.00014139661,0.000030528987,0.06773135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985909,0.00004940041,0.00022963934,0.0003857786,0.00043384352,0.00031045082],"domain_scores_gemma":[0.99924994,0.000023773544,0.00027904497,0.00031962479,0.00002111397,0.00010651257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060450533,0.00027521563,0.00029153717,0.000031743955,0.0002258621,0.000062286046,0.00070433604,0.0001755027,0.08406907],"category_scores_gemma":[0.0000017403735,0.00022127693,0.00010292403,0.00030806693,0.000035398152,0.00020045236,0.00012670479,0.00022292991,0.0001121835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013085195,0.00024895577,0.075551525,0.0025658999,0.00070140755,0.0005160511,0.011991668,0.8447539,0.0004930713,0.00020036015,0.0021947958,0.05947384],"study_design_scores_gemma":[0.00568225,0.00058307836,0.02801815,0.0029487666,0.0014181406,0.000031868254,0.019202355,0.14387374,0.006251655,0.00035277908,0.7875806,0.0040565934],"about_ca_topic_score_codex":0.92261595,"about_ca_topic_score_gemma":0.9930046,"teacher_disagreement_score":0.78538585,"about_ca_system_score_codex":0.00045630083,"about_ca_system_score_gemma":0.00034438606,"threshold_uncertainty_score":0.9167682},"labels":[],"label_agreement":null},{"id":"W2966669724","doi":"","title":"It’s Complicated: A Mixed Methods Study of the Professional Identity of Massage Therapists in Ontario","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Staffordshire University; Durban University of Technology","keywords":"Massage; Identity (music); Psychotherapist; Physical therapy; Psychology; Alternative medicine; Medicine; Medical education; Aesthetics; Art","score_opus":0.09600453015685945,"score_gpt":0.4477207723330206,"score_spread":0.35171624217616115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966669724","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7361411,0.00004611264,0.000047760077,0.00021010169,0.0015507685,0.002800547,0.000027711914,0.000012481065,0.2591634],"genre_scores_gemma":[0.2847759,0.000017570628,0.00029047937,0.00007251214,0.000018907973,0.000012006558,0.00007129153,0.00002884845,0.7147125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938225,0.0040747286,0.00064038654,0.00040385075,0.0007317001,0.0003268076],"domain_scores_gemma":[0.9969877,0.0009565103,0.00101491,0.00055004604,0.00043368377,0.000057128225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00124516,0.0002483967,0.0005952226,0.00030642425,0.00030180396,0.000007735718,0.00095115305,0.0004004461,0.053914096],"category_scores_gemma":[0.000062304316,0.00018899284,0.00016565385,0.0008378677,0.000050586856,0.00030502802,0.000324103,0.0019570496,0.00004508074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006271163,0.0038351577,0.8534683,0.0022120774,0.00094052043,0.000030057805,0.08808743,0.00007312477,0.004788835,0.0020257693,0.0023570203,0.035910543],"study_design_scores_gemma":[0.0031040802,0.00022411987,0.7802028,0.0010172656,0.00010761482,3.1072045e-7,0.15885383,0.000021556012,0.00015602697,0.00021531143,0.05587805,0.00021901123],"about_ca_topic_score_codex":0.04180032,"about_ca_topic_score_gemma":0.58000237,"teacher_disagreement_score":0.53820205,"about_ca_system_score_codex":0.00051533896,"about_ca_system_score_gemma":0.001650894,"threshold_uncertainty_score":0.9645804},"labels":[],"label_agreement":null},{"id":"W2967028582","doi":"","title":"Slope Stability Analysis Using the Kinematic Element Method","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kinematics; Stability (learning theory); Mathematics; Geology; Geometry; Structural engineering; Computer science; Engineering; Physics; Classical mechanics","score_opus":0.014117611842801447,"score_gpt":0.2161816008866458,"score_spread":0.20206398904384437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967028582","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004181939,0.0001885082,0.85008556,0.00002503892,0.00057338446,0.00061437214,0.00003962792,0.00038304247,0.14390855],"genre_scores_gemma":[0.37687877,0.0002014543,0.0735224,0.00014327241,0.00032270153,0.000017992385,0.0010043203,0.00045261014,0.54745644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985569,0.00007715974,0.00031549184,0.0003807928,0.00029276792,0.0003768638],"domain_scores_gemma":[0.9990965,0.00011241691,0.000091538685,0.00053229724,0.00006811992,0.00009911446],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021118716,0.00037871776,0.0005802004,0.00021670912,0.00008652432,0.000053384218,0.00053852424,0.0002979529,0.047849238],"category_scores_gemma":[0.000015247113,0.00032362356,0.00041869257,0.0015638316,0.000012815153,0.00010876907,0.00008892428,0.0005494045,0.000049601258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022875925,0.000022634395,0.000020565918,0.00068083085,0.0012550333,0.000011678561,0.00026401758,0.90629077,0.0016338038,0.00031955028,0.000037772086,0.089440495],"study_design_scores_gemma":[0.00042662266,0.000039946688,0.0001381724,0.00015356677,0.0034973472,0.0000015720185,0.0036585035,0.88944346,0.0017844909,0.00009338711,0.0999245,0.00083843636],"about_ca_topic_score_codex":0.00007507816,"about_ca_topic_score_gemma":0.00036383883,"teacher_disagreement_score":0.77656317,"about_ca_system_score_codex":0.00023501266,"about_ca_system_score_gemma":0.000027460868,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W2971909718","doi":"","title":"Quantum Information Dynamics: A Perspective From Free Fermion Models","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Institut Périmètre de physique théorique; Compute Canada; John Templeton Foundation; U.S. Department of Energy","keywords":"Perspective (graphical); Dynamics (music); Fermion; Quantum dynamics; Quantum; Statistical physics; Physics; Theoretical physics; Quantum mechanics; Computer science; Artificial intelligence","score_opus":0.00807760214456009,"score_gpt":0.1981972071416448,"score_spread":0.1901196049970847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971909718","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053345513,0.000052109313,0.012704196,0.000050093277,0.0013150529,0.0008040059,0.0012138422,0.00012880635,0.93038636],"genre_scores_gemma":[0.63462585,0.000004471638,0.000117987925,0.000020222244,0.00025178655,0.000004913874,0.005666149,0.000067962435,0.35924068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812937,0.00011707956,0.00037952937,0.0005535072,0.00041825045,0.00040227722],"domain_scores_gemma":[0.99812955,0.000048963273,0.0006206559,0.00072115747,0.00035263947,0.00012705746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000066777844,0.0005378893,0.0005852358,0.00033088925,0.00017572964,0.00020685988,0.00085519144,0.00033753223,0.028525623],"category_scores_gemma":[0.0000050791577,0.0006281326,0.00032409836,0.00038760944,0.000034151384,0.0017904402,0.00015996025,0.0005424344,0.0008392143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003670175,0.0001131269,0.0010342768,0.00017275916,0.0007176723,0.000012139577,0.008925866,0.0011097994,0.00004947805,0.93710124,0.0016771868,0.048719432],"study_design_scores_gemma":[0.004748118,0.0002059401,0.0012006115,0.00093082426,0.00077696476,0.000001078305,0.38392857,0.4799298,0.00017369121,0.071777396,0.05400716,0.0023198521],"about_ca_topic_score_codex":0.01387202,"about_ca_topic_score_gemma":0.0010028024,"teacher_disagreement_score":0.86532384,"about_ca_system_score_codex":0.0006915774,"about_ca_system_score_gemma":0.0002511814,"threshold_uncertainty_score":0.9999387},"labels":[],"label_agreement":null},{"id":"W2972702565","doi":"","title":"Stepping Beyond Behaviour: Explainable Machine Learning for Clinical Neurophysiological Assessment of Concussion Progression","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University; Ontario Centres of Excellence","keywords":"Concussion; Neurophysiology; Physical medicine and rehabilitation; Psychology; Medicine; Neuroscience; Computer science; Cognitive science; Machine learning; Artificial intelligence; Medical emergency; Injury prevention; Poison control","score_opus":0.07359577548876259,"score_gpt":0.38238888048046754,"score_spread":0.308793104991705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972702565","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71279377,0.00028791782,0.0011057635,0.0001794282,0.0010573342,0.0050130053,0.000084886466,0.00019415213,0.27928376],"genre_scores_gemma":[0.4136953,0.00017315877,0.0049968828,0.00004476742,0.00012750033,0.000014436589,0.0017987877,0.000100681376,0.57904845],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970277,0.0004474986,0.0006591601,0.0007715364,0.0006223176,0.00047179856],"domain_scores_gemma":[0.9978249,0.00051986193,0.00063284696,0.0004064565,0.00038653956,0.00022941193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049240707,0.00038380155,0.0010890947,0.00027582544,0.00019066056,0.000030961,0.0003589879,0.0006339841,0.013851154],"category_scores_gemma":[0.00017339131,0.00032666812,0.00046418188,0.00035768625,0.00012006217,0.0001400144,0.00017629602,0.0013246854,0.000018335877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010521244,0.0016020201,0.19257462,0.0060498617,0.00060819293,0.00035307105,0.0005350915,0.000073818745,0.010031454,0.0009496782,0.0011227578,0.7755782],"study_design_scores_gemma":[0.03259083,0.02918201,0.61428106,0.009071112,0.0031047682,0.00005018076,0.020422993,0.02577681,0.0033144813,0.00010404635,0.25986668,0.0022350466],"about_ca_topic_score_codex":0.000023723693,"about_ca_topic_score_gemma":0.000009193968,"teacher_disagreement_score":0.77334315,"about_ca_system_score_codex":0.00018658087,"about_ca_system_score_gemma":0.0004292049,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W2972977541","doi":"","title":"Quantum Effects in the Hamiltonian Mean Field Model","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Government of Ontario","keywords":"Hamiltonian (control theory); Physics; Quantum; Quantum mechanics; Statistical physics; Quantum electrodynamics; Mathematical physics; Mathematics; Mathematical optimization","score_opus":0.0071094089644973745,"score_gpt":0.2146929403708445,"score_spread":0.2075835314063471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972977541","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011447292,0.000026781923,0.20334451,0.00004583522,0.00038758747,0.00055778073,0.000086477055,0.000021638532,0.7840821],"genre_scores_gemma":[0.7132892,0.00000523338,0.00081005506,0.000112612644,0.000055964072,0.000003731951,0.00028709308,0.000043093198,0.285393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989579,0.00007622417,0.0001465505,0.00034683288,0.00017782088,0.0002946843],"domain_scores_gemma":[0.99931014,0.00018919022,0.000118218115,0.0002971221,0.00003450517,0.000050844934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053642772,0.00027463047,0.00029202108,0.00007863742,0.00009066388,0.000043617743,0.00047914128,0.00014475829,0.005267644],"category_scores_gemma":[0.000004030917,0.00024136712,0.0001294368,0.00021730612,0.000011823983,0.00009248508,0.0000437025,0.0005063149,0.000051912903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100691956,0.00007456603,0.000111950365,0.00009815291,0.000049257975,0.00002817173,0.0011517028,0.0011920828,0.00008179347,0.78868973,0.0000749304,0.20834695],"study_design_scores_gemma":[0.0023570063,0.00033805336,0.00044748324,0.0005408981,0.00030939057,7.59163e-7,0.017237369,0.69594,0.00019931929,0.25522858,0.026058372,0.0013427332],"about_ca_topic_score_codex":0.00017317207,"about_ca_topic_score_gemma":0.00044310317,"teacher_disagreement_score":0.70184195,"about_ca_system_score_codex":0.000049190534,"about_ca_system_score_gemma":0.00006500977,"threshold_uncertainty_score":0.99564165},"labels":[],"label_agreement":null},{"id":"W2973041074","doi":"","title":"Ultimate Limit States in Controlled Rocking Steel Braced Frames","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Limit (mathematics); Engineering; Braced frame; Forensic engineering; Mechanical engineering; Frame (networking); Mathematics","score_opus":0.005909293302609039,"score_gpt":0.18816719507477353,"score_spread":0.1822579017721645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973041074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20734528,0.0013623985,0.012523038,0.000042109805,0.002084425,0.0011365074,0.00008095193,0.0012956344,0.7741296],"genre_scores_gemma":[0.5973559,0.00022453048,0.00033311028,0.000019266407,0.00003836156,0.0000027559174,0.00041655995,0.00008860067,0.40152088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988322,0.000036915397,0.0002972508,0.00031472326,0.00019278299,0.00032607425],"domain_scores_gemma":[0.99946356,0.00008789001,0.00010010369,0.00021508959,0.00005526783,0.000078076024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043413092,0.00039837547,0.00068453647,0.00048429047,0.00004696298,0.00008530806,0.00026667642,0.0003269398,0.015245221],"category_scores_gemma":[0.000012266574,0.0004351801,0.0002173832,0.00055813824,0.000011409699,0.0002389015,0.000021422891,0.00043321116,0.000098207376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027130573,0.000011544163,0.00022859273,0.00036439515,0.00045764746,0.00004448849,0.0011321031,0.89995,0.001106342,0.00019412814,0.0001915448,0.09604788],"study_design_scores_gemma":[0.005928961,0.0000437726,0.0027775727,0.00048015828,0.00035225617,0.0000018599821,0.010896658,0.93732494,0.0014644685,0.000033537373,0.03958107,0.0011147455],"about_ca_topic_score_codex":0.000089862784,"about_ca_topic_score_gemma":0.00067288266,"teacher_disagreement_score":0.39001065,"about_ca_system_score_codex":0.00021382274,"about_ca_system_score_gemma":0.000028038972,"threshold_uncertainty_score":0.99981},"labels":[],"label_agreement":null},{"id":"W2974508430","doi":"","title":"Multiplexed Separations for New Advances in Biomarker Discovery and Tissue Metabolomic Studies","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Diabetes Canada; Genome Canada","keywords":"Metabolomics; Biomarker discovery; Biomarker; Computational biology; Data science; Computer science; Medicine; Biology; Bioinformatics; Proteomics; Biochemistry","score_opus":0.02146903942768021,"score_gpt":0.2923454803033796,"score_spread":0.2708764408756994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974508430","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44383812,0.2127642,0.013688652,0.0008378711,0.0061114924,0.0074387444,0.000667717,0.000120773475,0.31453243],"genre_scores_gemma":[0.051528838,0.0056361402,0.0007867139,0.000041349977,0.000082191524,0.000011966089,0.00076033245,0.000028488308,0.94112396],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911296,0.000043339125,0.00014969023,0.00046998376,0.000069993075,0.00015403851],"domain_scores_gemma":[0.9995376,0.000019434405,0.00014324002,0.0001883665,0.00006379711,0.000047547317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040304334,0.00020463353,0.00023807748,0.00012116654,0.00006338776,0.00003137269,0.00014272575,0.00021367153,0.00042961916],"category_scores_gemma":[0.000023273613,0.00021046278,0.00006644978,0.00014599336,0.000029928764,0.000033499407,0.000047291607,0.00006723718,0.0000053496433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012806471,0.000044766202,0.00054771046,0.000291832,0.00017224869,0.0000018993838,0.00047498575,0.00009874474,0.68265563,0.00041637718,0.0056675044,0.30834767],"study_design_scores_gemma":[0.0013630843,0.00008874147,0.0016656525,0.00008480814,0.00008124994,6.19459e-7,0.0053429054,0.00003077023,0.049657773,0.000041757343,0.94136053,0.0002821271],"about_ca_topic_score_codex":0.000015568776,"about_ca_topic_score_gemma":0.0012865429,"teacher_disagreement_score":0.935693,"about_ca_system_score_codex":0.000033840584,"about_ca_system_score_gemma":0.00012854711,"threshold_uncertainty_score":0.8582423},"labels":[],"label_agreement":null},{"id":"W2975702197","doi":"","title":"APPLICATION OF SUPERABSORBENT COOLANT AS A NOVEL APPROACH TO SEMI-DRY MACHINING","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Coolant; Machining; Superabsorbent polymer; Engineering; Manufacturing engineering; Environmental science; Materials science; Mechanical engineering; Composite material","score_opus":0.017812545949217072,"score_gpt":0.22196927448267492,"score_spread":0.20415672853345784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975702197","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043382872,0.00017487502,0.43942887,0.000006654951,0.0004814067,0.00045920885,0.000044864726,0.0008933251,0.5151279],"genre_scores_gemma":[0.39261976,0.00021231675,0.33153433,0.000054728043,0.00025874717,0.000042817734,0.0010903974,0.00032858073,0.27385834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990097,0.000022060369,0.00020929043,0.00034992612,0.00013789104,0.00027110794],"domain_scores_gemma":[0.9993845,0.00004024486,0.00006832135,0.00036164903,0.00007032164,0.00007494815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000117034084,0.00031030254,0.00039030638,0.0003470333,0.00005362111,0.000011422466,0.0005118767,0.00053572404,0.00079424813],"category_scores_gemma":[0.000033577173,0.00036402102,0.000095316005,0.000481311,0.000036484817,0.000080942686,0.00007372884,0.00039609842,0.00004510653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060079055,0.00028701927,0.0007366465,0.0036609992,0.0010935747,0.000025745263,0.0062251077,0.09021679,0.1268294,0.02541673,0.001331742,0.74357545],"study_design_scores_gemma":[0.0024252913,0.00053769466,0.005238552,0.0010693602,0.00078220904,0.000033315955,0.01777544,0.0865819,0.13573708,0.0005134211,0.74632,0.0029857457],"about_ca_topic_score_codex":0.00007475949,"about_ca_topic_score_gemma":0.00006398619,"teacher_disagreement_score":0.74498826,"about_ca_system_score_codex":0.00010909972,"about_ca_system_score_gemma":0.00002794802,"threshold_uncertainty_score":0.99988115},"labels":[],"label_agreement":null},{"id":"W2976629826","doi":"","title":"Resistance exercise-induced muscle hypertrophy","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Muscle hypertrophy; Resistance training; Medicine; Physical medicine and rehabilitation; Internal medicine; Cardiology; Physical therapy","score_opus":0.018766728178038802,"score_gpt":0.23762867835737977,"score_spread":0.21886195017934096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976629826","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24596028,0.00052829715,0.0000059907416,0.00007410204,0.00036937353,0.0005623329,0.000022248028,0.00011073761,0.75236666],"genre_scores_gemma":[0.19142061,0.0003776695,0.00017937308,0.00013319473,0.000083457664,0.0000020128982,0.00028310283,0.00004980532,0.80747074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983488,0.00007277952,0.00021112258,0.00064124214,0.00034896593,0.0003771095],"domain_scores_gemma":[0.9988416,0.00009928708,0.00017185848,0.000508408,0.00016744173,0.00021139623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004634577,0.0003967455,0.00075708487,0.00019039775,0.000116702955,0.000028199638,0.0002963028,0.0005407558,0.059780832],"category_scores_gemma":[0.000037554666,0.00036995337,0.00034471593,0.00048484106,0.000034079058,0.0001156466,0.000056313904,0.00049255707,0.00081493094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027354281,0.00047348047,0.00039795393,0.002282381,0.00030476018,0.0014456994,0.0009365918,0.0000059901276,0.10191704,0.00082698476,0.007095827,0.856959],"study_design_scores_gemma":[0.0027081743,0.0005368284,0.030340644,0.0026404622,0.0009025184,0.0000036008887,0.0035948092,0.000017702076,0.008329244,0.00015560207,0.9498962,0.0008741909],"about_ca_topic_score_codex":0.000048835398,"about_ca_topic_score_gemma":0.00010654083,"teacher_disagreement_score":0.9428004,"about_ca_system_score_codex":0.00014402503,"about_ca_system_score_gemma":0.0002369811,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W2977219151","doi":"","title":"Synthesis and Property Optimization of Ordered, Aryl Dense Polysiloxanes Using Boron Catalysis","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Organoboron and organosilicon chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aryl; Boron; Property (philosophy); Catalysis; Materials science; Organic chemistry; Chemistry; Combinatorial chemistry","score_opus":0.009501253547244872,"score_gpt":0.19366519477862731,"score_spread":0.18416394123138244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977219151","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81233793,0.0005910481,0.00009542708,0.000027505565,0.0001398053,0.0001880591,0.00013440884,0.00011252187,0.18637326],"genre_scores_gemma":[0.47588146,0.000330004,0.0008314951,0.000012783015,0.00007148582,0.0000011093117,0.0005415016,0.00012560285,0.5222046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847996,0.000023376717,0.00031352587,0.0006325238,0.00027235242,0.0002782478],"domain_scores_gemma":[0.99875057,0.00006266867,0.0004462368,0.00045835163,0.00016046916,0.00012168485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039064395,0.00044307686,0.0006159918,0.00014388382,0.0001177952,0.000051878993,0.00035676005,0.00061009853,0.08477936],"category_scores_gemma":[0.000043146745,0.0004278218,0.0001656707,0.00034513255,0.00007955512,0.00021704541,0.000107943924,0.00026369383,0.000011761079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008547481,0.00027888085,0.007858688,0.0055039297,0.0009053668,0.000093853596,0.0013338882,0.0022967851,0.88612986,0.00001583239,0.00013159472,0.0945966],"study_design_scores_gemma":[0.0006336924,0.000015075085,0.000074305826,0.00052472524,0.0010858652,0.0000133611275,0.006462774,0.0027355733,0.9846948,0.0000011594865,0.0031366039,0.00062210404],"about_ca_topic_score_codex":0.0005891407,"about_ca_topic_score_gemma":0.00020808935,"teacher_disagreement_score":0.33645648,"about_ca_system_score_codex":0.00018360831,"about_ca_system_score_gemma":0.00020818213,"threshold_uncertainty_score":0.9998174},"labels":[],"label_agreement":null},{"id":"W2977475969","doi":"","title":"The Labour Feminism Takes: Tracing Intersectional Politics in 1980s Canadian Feminist Periodicals","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feminism; Gender studies; Politics; Intersectionality; Sociology; Political science; Law","score_opus":0.010046905343979494,"score_gpt":0.21508655960380002,"score_spread":0.20503965425982051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977475969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008565646,0.00017645226,0.0000019598442,0.00064777856,0.0018932353,0.00025034213,0.00015964314,0.000026151998,0.9882788],"genre_scores_gemma":[0.111785695,0.00012661981,0.000010254554,0.00020006819,0.0002065639,0.0000013419153,0.00007078284,0.000021929132,0.88757676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982896,0.00018190128,0.00021250235,0.00034184463,0.0003548398,0.00061934406],"domain_scores_gemma":[0.9990453,0.00012050644,0.00014510415,0.00018691087,0.000092769915,0.00040938455],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002456623,0.00018500614,0.00023464304,0.0011250175,0.0024490217,0.0007436084,0.0006297288,0.00044642328,0.043016244],"category_scores_gemma":[0.00006851416,0.00024107704,0.00015199724,0.0006494886,0.0004306709,0.00017457083,0.00001605392,0.0005868642,0.00026410594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012435175,0.00007172094,0.0039463597,0.00025925777,0.00017622519,0.00065332116,0.25519606,0.000024998673,0.000010311378,0.5547429,0.017978033,0.16681649],"study_design_scores_gemma":[0.00016843485,0.000013047712,0.0016389898,0.00009936705,0.000023419425,0.0000012374196,0.20117599,0.000003362842,6.7726046e-7,0.00009281058,0.79657125,0.00021138291],"about_ca_topic_score_codex":0.95984197,"about_ca_topic_score_gemma":0.99971855,"teacher_disagreement_score":0.77859324,"about_ca_system_score_codex":0.004691785,"about_ca_system_score_gemma":0.007461133,"threshold_uncertainty_score":0.999129},"labels":[],"label_agreement":null},{"id":"W2979154306","doi":"","title":"PARTIES AT THE WATER’S EDGE: CANADA’S POLITICAL PARTIES AND THE FOREIGN POLICY DOMAIN","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Foreign policy; Political science; Domain (mathematical analysis); Enhanced Data Rates for GSM Evolution; Political economy; Public administration; Law; Sociology; Computer science; Telecommunications; Mathematics","score_opus":0.008774374459595674,"score_gpt":0.19631843679509706,"score_spread":0.1875440623355014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979154306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012385346,0.00036024957,9.405108e-7,0.008288268,0.00045621276,0.00033558346,0.000059488237,0.000020160507,0.97809374],"genre_scores_gemma":[0.08405098,0.00017560922,0.0000014492429,0.0004699182,0.00024557064,0.0000021649532,0.000048130583,0.000015244585,0.91499096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829704,0.00034330544,0.00013704077,0.00025303807,0.00038194802,0.0005876375],"domain_scores_gemma":[0.9992783,0.00013360602,0.00008232544,0.00022768951,0.000075323434,0.00020276876],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022048068,0.00017241536,0.00025413654,0.00021493227,0.0023876396,0.00033874248,0.00046077676,0.00018994877,0.023723725],"category_scores_gemma":[0.000040201936,0.000116889125,0.000110847606,0.00018770187,0.0013684352,0.0001420984,0.00010007181,0.0002527075,0.000071918854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022081778,0.0000062336903,0.00015963076,0.00006818609,0.000081686005,0.000037683723,0.031055078,0.0000020963118,0.0000031508841,0.923644,0.037487585,0.007233851],"study_design_scores_gemma":[0.00036967447,0.000008025838,0.00019786337,0.000023586954,0.00007776489,0.0000013156737,0.12081817,9.760824e-7,0.000008696035,0.0025576064,0.875772,0.00016434504],"about_ca_topic_score_codex":0.9901742,"about_ca_topic_score_gemma":0.99981034,"teacher_disagreement_score":0.9210864,"about_ca_system_score_codex":0.0023787739,"about_ca_system_score_gemma":0.0039947634,"threshold_uncertainty_score":0.99891114},"labels":[],"label_agreement":null},{"id":"W2979685913","doi":"","title":"\"'Some Eden Lost in Space': The wider contexts of Frederick Philip Grove's 'The Legend of the Planet Mars' (1915)\"","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Planet; Astrobiology; Legend; Space (punctuation); History; Art history; Art; Environmental ethics; Astronomy; Philosophy; Physics","score_opus":0.013768213798753554,"score_gpt":0.16278703317582183,"score_spread":0.14901881937706826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979685913","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060498603,0.00093300914,6.9814996e-7,0.0022035113,0.00075862074,0.00041396124,0.00004392026,0.000012476837,0.9351352],"genre_scores_gemma":[0.5011275,0.000015861759,0.0000035002256,0.0003157097,0.00009250366,4.929419e-7,0.0000016245775,0.0000060565844,0.49843678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909705,0.00011060683,0.0001687827,0.00017670172,0.00024180501,0.00020503822],"domain_scores_gemma":[0.9993231,0.000103449194,0.00017156983,0.0003063034,0.000058188092,0.000037376067],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113733,0.00013320497,0.00018020597,0.000070227594,0.00032091895,0.000026617643,0.0007733298,0.000050455365,0.1423049],"category_scores_gemma":[0.000006572288,0.0000743766,0.00008665905,0.00012849197,0.0014278948,0.0004330938,0.00013738999,0.00021460073,0.00021528338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002343411,0.00028747483,0.0047312262,0.00017156878,0.00017347954,0.00003885192,0.10391175,0.00011746748,0.0030305127,0.26207396,0.5613246,0.06390476],"study_design_scores_gemma":[0.0003143385,0.000038839546,0.0023066166,0.000031898173,0.000021745727,0.0000016559902,0.012589178,0.000015302536,0.00010659943,0.00027533996,0.9841917,0.00010674559],"about_ca_topic_score_codex":0.00337574,"about_ca_topic_score_gemma":0.0076931035,"teacher_disagreement_score":0.4406289,"about_ca_system_score_codex":0.00008773667,"about_ca_system_score_gemma":0.000050077575,"threshold_uncertainty_score":0.85847914},"labels":[],"label_agreement":null},{"id":"W2979741615","doi":"","title":"Characteristics of the Stress-Generated Electrical Potentials in Bone Induced by Mechanical Loading","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Stress (linguistics); Materials science; Composite material; Structural engineering; Engineering; Philosophy","score_opus":0.019573797665411456,"score_gpt":0.26792544986406064,"score_spread":0.2483516521986492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979741615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97353816,0.000166007,0.000012633418,0.00018259758,0.00039399468,0.0007935618,0.00010703456,0.000027394053,0.024778608],"genre_scores_gemma":[0.77351326,0.00017782197,0.00008825854,0.00016015036,0.00012577043,0.000002440192,0.00067391654,0.000052001786,0.2252064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99787486,0.00021017563,0.00047540083,0.00042196157,0.0005322434,0.00048533955],"domain_scores_gemma":[0.9987725,0.00004931951,0.0003279212,0.0003256591,0.00029302482,0.00023158727],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018133047,0.00026154262,0.0006680865,0.00026390256,0.00010734367,0.000019174806,0.00029197914,0.00063458027,0.010006885],"category_scores_gemma":[0.00012505635,0.00022496353,0.00015750158,0.0011092185,0.0000513952,0.000063946994,0.00008854322,0.0008616938,0.000018034882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006331832,0.0011333661,0.010423049,0.0018009287,0.0002594017,0.00034776266,0.00066130783,3.1423565e-7,0.6443202,0.00037323713,0.0060737315,0.32827488],"study_design_scores_gemma":[0.015836947,0.0036278844,0.25506297,0.005162881,0.0013047477,0.00005779596,0.00396289,0.0009998395,0.5343926,0.00008133722,0.17777012,0.0017399701],"about_ca_topic_score_codex":0.00049270113,"about_ca_topic_score_gemma":0.000956798,"teacher_disagreement_score":0.3265349,"about_ca_system_score_codex":0.00027750223,"about_ca_system_score_gemma":0.0006183435,"threshold_uncertainty_score":0.99089813},"labels":[],"label_agreement":null},{"id":"W2979920017","doi":"10.13140/rg.2.2.18464.94721","title":"Proposals for updating the Canadian Patented Medicine Prices Review Board pharmaceutical budget impact analysis guidelines for new drug submissions to public and private payers","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Pharmaceutical industry; Drug; Medicine; Accounting; Pharmacology","score_opus":0.28723763610551145,"score_gpt":0.43740929633631837,"score_spread":0.1501716602308069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979920017","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016946329,0.039526336,0.015204132,0.82177883,0.0023262282,0.026423976,0.005217963,0.00020447039,0.07237174],"genre_scores_gemma":[0.019428898,0.009519789,0.022679806,0.07963326,0.0017033245,0.00029298177,0.009003181,0.00037012194,0.85736865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581367,0.00021585742,0.0023077356,0.00086251844,0.0001447491,0.00065548875],"domain_scores_gemma":[0.9954282,0.00075778353,0.0019140212,0.0004992581,0.0005263802,0.00087436003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057746693,0.0004165037,0.0016507837,0.00091525225,0.00056208496,0.00016770755,0.00064090296,0.00023058831,0.010447888],"category_scores_gemma":[0.0038352935,0.00037440713,0.00039655998,0.0010894215,0.00004736315,0.00037527824,0.0000584229,0.00023519748,0.00008386062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026975508,0.00006393274,0.03308867,0.011254609,0.0047627282,0.0000035429782,0.0045068925,0.0002792108,0.00000733712,0.036860578,0.8450118,0.06389098],"study_design_scores_gemma":[0.0010146687,0.000085773114,0.0025868427,0.0010005888,0.0007540209,7.6359055e-7,0.0036361038,0.0044449735,0.0000019912652,0.00037461522,0.9856203,0.00047934224],"about_ca_topic_score_codex":0.05239124,"about_ca_topic_score_gemma":0.18480644,"teacher_disagreement_score":0.7849969,"about_ca_system_score_codex":0.00097418856,"about_ca_system_score_gemma":0.0010705056,"threshold_uncertainty_score":0.9998708},"labels":[],"label_agreement":null},{"id":"W2980146272","doi":"","title":"Extreme Employment Precarity and Health Impacts among South Asians in Toronto","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Geography; Political science; Sociology; Gender studies","score_opus":0.05006873950959243,"score_gpt":0.3144871201255949,"score_spread":0.2644183806160024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980146272","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49138036,0.00041804396,0.000042374548,0.0013550353,0.0002640482,0.001045846,0.000015451362,0.000096449476,0.5053824],"genre_scores_gemma":[0.7424383,0.00014081581,0.00006620905,0.0004082689,0.000047865626,0.0000030598253,0.000006427524,0.000021393475,0.25686762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816376,0.00030626758,0.00028139932,0.00040708395,0.00018252867,0.0006589562],"domain_scores_gemma":[0.9992617,0.000059773505,0.00017366697,0.0002448707,0.000043671087,0.00021633616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030693843,0.00022086105,0.0003824316,0.00007728298,0.0003571949,0.000012698986,0.00017165275,0.00014027071,0.047189273],"category_scores_gemma":[0.000007753389,0.00021669523,0.000054718625,0.00019430225,0.00005637642,0.00038864152,0.00036471727,0.00031791403,0.000092766815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006908918,0.000043392447,0.9632617,0.00015498957,0.00003820432,0.000010788865,0.0172435,0.0000015224177,0.000008779932,0.00092500914,0.0011289465,0.017114056],"study_design_scores_gemma":[0.0018675443,0.00017403554,0.8798431,0.00030742487,0.000013215729,2.8101095e-7,0.033523425,0.00001952891,0.000002260111,0.000040437633,0.083998404,0.00021032257],"about_ca_topic_score_codex":0.03368892,"about_ca_topic_score_gemma":0.16776897,"teacher_disagreement_score":0.25105798,"about_ca_system_score_codex":0.0010971237,"about_ca_system_score_gemma":0.00013141548,"threshold_uncertainty_score":0.97274584},"labels":[],"label_agreement":null},{"id":"W2980163223","doi":"","title":"Exploring the Information Needs of Youth Living with Cerebral Palsy and their Parents During the Transition to Adulthood","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Federation for Cerebral Palsy","keywords":"Cerebral palsy; Developmental psychology; Transition (genetics); Psychology; Psychiatry; Biology","score_opus":0.03074755678054519,"score_gpt":0.23187548195661933,"score_spread":0.20112792517607414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980163223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138168,0.000024646859,0.000118665805,0.00006372079,0.0002443137,0.0006575877,0.0000749419,0.000026304171,0.084973],"genre_scores_gemma":[0.9800611,0.000012037883,0.0000061539704,0.000048554793,0.000032643435,0.000009723658,0.00012430176,0.00001899085,0.019686496],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885243,0.00020824025,0.0002224326,0.00018119445,0.00023390181,0.0003017907],"domain_scores_gemma":[0.9991314,0.00013940396,0.00014533699,0.00038649506,0.00011869376,0.000078709425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018469467,0.00024146757,0.00024593333,0.00021878562,0.00022140983,0.00006512905,0.00036794046,0.000120632554,0.004085625],"category_scores_gemma":[0.000014345449,0.00015090832,0.000088472814,0.0005751694,0.000069952825,0.0005829585,0.00006880377,0.00035768707,0.000042419844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017281323,0.00009981861,0.047962345,0.0007783677,0.0002946482,0.0000023730286,0.8087365,0.00012526673,0.00008293922,0.0004188618,0.000028481021,0.13974226],"study_design_scores_gemma":[0.00051704765,0.00015697825,0.17657861,0.0003269971,0.00006427517,0.0000024752178,0.8213422,0.000009297048,0.00012736191,0.0000033825054,0.00070597255,0.00016541533],"about_ca_topic_score_codex":0.00063153956,"about_ca_topic_score_gemma":0.0005587572,"teacher_disagreement_score":0.13957685,"about_ca_system_score_codex":0.000059796545,"about_ca_system_score_gemma":0.000051550793,"threshold_uncertainty_score":0.9968248},"labels":[],"label_agreement":null},{"id":"W2980254259","doi":"","title":"The Appropriate Use of Dual Antiplatelet Therapy After Coronary Artery Bypass Grafting Surgery","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bypass grafting; Artery; Cardiology; Surgery; Coronary artery bypass surgery; Internal medicine","score_opus":0.016612486370567687,"score_gpt":0.1914810788590309,"score_spread":0.1748685924884632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980254259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99083096,0.0012637501,0.000113254595,0.0001064355,0.00023658886,0.00046110456,0.000018845009,0.00006713714,0.006901911],"genre_scores_gemma":[0.948105,0.0012909268,0.000081014216,0.00022744191,0.000073361916,0.000001521265,0.000019574403,0.000036853064,0.05016435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849766,0.0001959713,0.00024603185,0.00034108714,0.00035267987,0.00036653568],"domain_scores_gemma":[0.9989064,0.00024491074,0.00011327027,0.00050838577,0.00010555312,0.00012148486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021157136,0.00023693273,0.0004734269,0.00009953384,0.00012018049,0.00004459848,0.00013179462,0.00012585273,0.009046503],"category_scores_gemma":[0.000012104985,0.00017877902,0.0005957845,0.00034354263,0.00017093807,0.0003120767,0.00009241753,0.00019628838,0.000079144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009393005,0.00020944331,0.38843554,0.0000972537,0.0024986477,0.0017795592,0.00024627798,0.00006316633,0.0020944073,0.00012302487,0.0003520242,0.59470767],"study_design_scores_gemma":[0.0066944663,0.00035869682,0.281565,0.00029829677,0.0004174838,0.0004169733,0.0015230577,0.00023092005,0.002631488,0.000032277192,0.7052536,0.00057773944],"about_ca_topic_score_codex":0.000024577643,"about_ca_topic_score_gemma":0.000008996183,"teacher_disagreement_score":0.7049016,"about_ca_system_score_codex":0.000038681177,"about_ca_system_score_gemma":0.000094887415,"threshold_uncertainty_score":0.9918594},"labels":[],"label_agreement":null},{"id":"W2980660573","doi":"","title":"CORTICAL EXCITABILITY AND INHIBITION IN POST-CONCUSSION SYNDROME","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Concussion; Neuroscience; Medicine; Psychology; Physical medicine and rehabilitation; Poison control; Injury prevention; Medical emergency","score_opus":0.02242909237767953,"score_gpt":0.26538187441402433,"score_spread":0.2429527820363448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980660573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78903484,0.00005335713,0.000012320554,0.0002043227,0.000134667,0.0008001948,0.000022444465,0.00004309176,0.20969479],"genre_scores_gemma":[0.7127173,0.000019239296,0.00012291197,0.00005378749,0.000015856256,0.0000018287585,0.00036307005,0.000032138814,0.28667387],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981857,0.00018257245,0.0002878552,0.0005834738,0.00041004125,0.00035036472],"domain_scores_gemma":[0.99907017,0.0001598008,0.00009844121,0.0003237132,0.00014045787,0.00020739398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020612798,0.00027191036,0.00054225133,0.00040037747,0.0000645838,0.000031863157,0.000089304165,0.00049980957,0.0445042],"category_scores_gemma":[0.00010622869,0.0002697933,0.00010311237,0.00045350622,0.00010204933,0.00019983442,0.00008055744,0.0008865559,0.00015803971],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019564847,0.0016418961,0.10141893,0.012230517,0.00060214783,0.009983945,0.008225394,0.00000596756,0.025974924,0.0033688329,0.00059238856,0.8163902],"study_design_scores_gemma":[0.0051814103,0.0010350764,0.97176677,0.0018089337,0.000214033,0.00021094255,0.012890792,0.00018343113,0.0004292685,0.00010493343,0.005687137,0.0004872661],"about_ca_topic_score_codex":0.00018422403,"about_ca_topic_score_gemma":0.00049079786,"teacher_disagreement_score":0.87034786,"about_ca_system_score_codex":0.00034516776,"about_ca_system_score_gemma":0.00027515116,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W2981015186","doi":"","title":"Controlling the flow of light with waveguide encoded slim polymer films","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust; American Chemical Society Petroleum Research Fund; Syracuse University","keywords":"Polymer; Flow (mathematics); Waveguide; Optoelectronics; Materials science; Optics; Physics; Composite material; Mechanics","score_opus":0.005525232058417147,"score_gpt":0.17454732766646341,"score_spread":0.16902209560804626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981015186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017448321,0.00068148127,0.0009696946,0.000022012491,0.00038862127,0.00024320447,0.000032571563,0.00011538142,0.9800987],"genre_scores_gemma":[0.29598695,0.00016506735,0.0016636294,0.0000647408,0.0001580192,0.0000032648547,0.00015400207,0.00011765761,0.7016867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902946,0.000027476677,0.00019909367,0.00023645436,0.00022268693,0.0002848329],"domain_scores_gemma":[0.9993847,0.00005841644,0.00009972762,0.00028050973,0.000095497155,0.00008113134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004960814,0.00029792645,0.00037494567,0.000087038236,0.00008913612,0.000031166943,0.00042686253,0.00023021683,0.022666687],"category_scores_gemma":[0.0000045666056,0.00021802959,0.00012564017,0.0003082175,0.0000617381,0.00012720341,0.000027167052,0.00026456383,0.000053299766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012182005,0.000796604,0.00092469394,0.010852854,0.017659146,0.0015927533,0.052585706,0.03810623,0.14257507,0.054656602,0.021574188,0.64649415],"study_design_scores_gemma":[0.0040662303,0.00044701327,0.00032253223,0.0016709566,0.0016062794,0.000012949598,0.020344237,0.14116462,0.28829306,0.00011182018,0.54021883,0.0017414583],"about_ca_topic_score_codex":0.000052546147,"about_ca_topic_score_gemma":0.0008489052,"teacher_disagreement_score":0.6447527,"about_ca_system_score_codex":0.00004581209,"about_ca_system_score_gemma":0.00005308883,"threshold_uncertainty_score":0.9782267},"labels":[],"label_agreement":null},{"id":"W2981854849","doi":"","title":"Professorial Workloads and Emotional Labour","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emotional labor; Labour economics; Data science; Psychology; Computer science; Economics; Social psychology","score_opus":0.01690295267174431,"score_gpt":0.2708826438172319,"score_spread":0.25397969114548763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981854849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063808456,0.00014260074,0.00001357827,0.0006007778,0.005609287,0.00051222666,0.00008008758,0.00010938459,0.9291236],"genre_scores_gemma":[0.049443763,0.00016556437,0.00029046417,0.00005926784,0.00063853204,0.00000149172,0.0002161083,0.00003242966,0.94915235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793875,0.00040532416,0.00017881152,0.00048134502,0.0005994148,0.0003963614],"domain_scores_gemma":[0.9989357,0.00020539774,0.00021754936,0.0001779599,0.00028339008,0.00017997548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024615094,0.0002527331,0.00028458083,0.00018981444,0.0008139698,0.00009162607,0.00045297292,0.0006674001,0.10709483],"category_scores_gemma":[0.00009373762,0.0002931791,0.000103038336,0.000592546,0.00015210519,0.0003635553,0.00010071951,0.0005743357,0.00028159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034341495,0.00012463985,0.0100929625,0.00026563156,0.00016139128,0.000035258796,0.013476726,0.000008036522,0.000055435685,0.87936205,0.004569223,0.09150521],"study_design_scores_gemma":[0.00078008726,0.000034478027,0.01917268,0.000645589,0.000087541215,6.327253e-7,0.043247946,0.0000054805696,0.000011628551,0.0024551598,0.9331068,0.00045202833],"about_ca_topic_score_codex":0.00062510587,"about_ca_topic_score_gemma":0.0063254484,"teacher_disagreement_score":0.92853755,"about_ca_system_score_codex":0.00025977727,"about_ca_system_score_gemma":0.0007795633,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W2985489262","doi":"","title":"ABERRANT METABOLIC AND SIGNALING PATHWAYS UNDERLIE IMPAIRED STEM CELL FUNCTION IN HUMAN OBESITY","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Stem cell; Neuroscience; Signal transduction; Obesity; Function (biology); Biology; Cell biology; Medicine; Bioinformatics; Endocrinology","score_opus":0.02086425353653991,"score_gpt":0.21574477704222178,"score_spread":0.19488052350568186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985489262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7962217,0.0031492235,0.00007366506,0.000012735862,0.00041721654,0.00073346845,0.000015841237,0.000085337364,0.19929081],"genre_scores_gemma":[0.57164246,0.00017886155,0.000052213843,0.000048639216,0.00008207221,0.0000012044454,0.0002490042,0.000049078415,0.42769644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981893,0.00011839553,0.0003243216,0.00065647124,0.0003008847,0.00041066433],"domain_scores_gemma":[0.9990696,0.00003350755,0.000262932,0.0003290677,0.00009803647,0.00020686214],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013702232,0.00044810993,0.0008752184,0.00044298166,0.00014585801,0.000036336573,0.00015394423,0.00051873917,0.0070394007],"category_scores_gemma":[0.0000025670597,0.00048037714,0.00018801572,0.00044500935,0.0000375544,0.0002275891,0.000058516376,0.00059324293,0.000076642966],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040918337,0.0013683437,0.037295178,0.005327505,0.0012076218,0.001660455,0.0155750215,0.000101791156,0.2532485,0.008400478,0.0006859879,0.67103726],"study_design_scores_gemma":[0.02791096,0.0018138647,0.318686,0.0029560588,0.009680366,0.00006892995,0.073746264,0.0003067155,0.05361316,0.0005613495,0.507136,0.003520345],"about_ca_topic_score_codex":0.00032468128,"about_ca_topic_score_gemma":0.00050720084,"teacher_disagreement_score":0.66751695,"about_ca_system_score_codex":0.00012510973,"about_ca_system_score_gemma":0.00018014507,"threshold_uncertainty_score":0.9997648},"labels":[],"label_agreement":null},{"id":"W2991341559","doi":"","title":"Intermittent hypoxia elicits a unique physiological coping strategy in Fundulus killifish","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto Colombiano de Bienestar Familiar; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Fundulus; Killifish; Hypoxia (environmental); Intermittent hypoxia; Coping (psychology); Biology; Ecology; Psychology; Fishery; Chemistry; Medicine; Oxygen; Internal medicine; Clinical psychology; Fish <Actinopterygii>","score_opus":0.01647063180321021,"score_gpt":0.23261782570114095,"score_spread":0.21614719389793074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991341559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.710943,0.00034072637,0.000111211535,0.000025748855,0.0003537644,0.0004625807,0.000037296737,0.000030366647,0.28769535],"genre_scores_gemma":[0.53562903,0.00031055626,0.00005903436,0.00019049564,0.0001261916,0.0000034022328,0.0012181536,0.000043413293,0.4624197],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983082,0.0001356792,0.0002559164,0.00073062174,0.00014890914,0.00042068426],"domain_scores_gemma":[0.999256,0.000010986701,0.0001750677,0.00035267553,0.00009309414,0.000112183625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062096835,0.00039403726,0.0004165735,0.00014338292,0.00006522349,0.000046208195,0.00050065265,0.00072082516,0.0050592576],"category_scores_gemma":[0.000013648566,0.00042295182,0.00019651522,0.00023564401,0.000043959546,0.000013106344,0.000154751,0.0004122903,0.000099271936],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028545407,0.0008048047,0.0057625147,0.0011522472,0.00082647166,0.000852013,0.0008291881,0.0012943881,0.75040436,0.0023357016,0.013394327,0.21948947],"study_design_scores_gemma":[0.0045408444,0.0017604828,0.064897306,0.00085575157,0.00021815613,0.000022261693,0.0059028347,0.00019509626,0.03238186,0.0001025198,0.88665867,0.0024642136],"about_ca_topic_score_codex":0.00013529045,"about_ca_topic_score_gemma":0.002316885,"teacher_disagreement_score":0.8732644,"about_ca_system_score_codex":0.00008625572,"about_ca_system_score_gemma":0.00019036367,"threshold_uncertainty_score":0.99982226},"labels":[],"label_agreement":null},{"id":"W2991528298","doi":"","title":"Detrital Zircon Signal Inversion in the Cretaceous Southwestern U.S. Interior Seaway - A Case Study from the Gallup System New Mexico","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Zircon; Cretaceous; Geology; Inversion (geology); Oceanography; Paleontology; Seismology","score_opus":0.01356736078388445,"score_gpt":0.18320888341362818,"score_spread":0.16964152262974372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991528298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450198,0.00039613238,0.000050359416,0.00010297529,0.00026627595,0.0006226895,0.000118429045,0.000039179118,0.053384192],"genre_scores_gemma":[0.95298886,0.000008110719,0.000034320947,0.00014227747,0.00009879294,4.4074508e-7,0.0005448427,0.000006329195,0.046176035],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977593,0.0004902413,0.00030010834,0.00062725955,0.00045443606,0.0003686747],"domain_scores_gemma":[0.998812,0.0004078454,0.0002229793,0.0003608259,0.00005067358,0.00014563097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001912173,0.00038365158,0.00046606615,0.00011600946,0.000231272,0.00018833682,0.0009950913,0.00026429788,0.06912111],"category_scores_gemma":[0.000014404533,0.00022492782,0.00026396237,0.0007098599,0.00005535382,0.0001833082,0.00006953468,0.00063911814,0.0005675903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000841515,0.00012800095,0.8453639,0.00010175783,0.00040104374,0.016004153,0.01564734,0.0005874311,0.00009750967,0.0000077197,0.0003411446,0.120478444],"study_design_scores_gemma":[0.0029110704,0.00096586253,0.095375955,0.00037146118,0.0013966076,0.00031721685,0.87385213,0.0044054245,0.00010600831,0.00010774058,0.019083185,0.0011073328],"about_ca_topic_score_codex":0.08450756,"about_ca_topic_score_gemma":0.35519692,"teacher_disagreement_score":0.8582048,"about_ca_system_score_codex":0.000032211145,"about_ca_system_score_gemma":0.00008440141,"threshold_uncertainty_score":0.93172985},"labels":[],"label_agreement":null},{"id":"W2991673337","doi":"","title":"TOWARDS THE MINIMAL SYMBIOTIC GENOME OF SINORHIZOBIUM MELILOTI","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Sinorhizobium meliloti; Genome; Biology; Symbiosis; Computational biology; Genetics; Gene; Bacteria","score_opus":0.013901350365122613,"score_gpt":0.18606816878832924,"score_spread":0.17216681842320664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991673337","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3683952,0.0002904446,6.478089e-7,0.00014242355,0.00070237066,0.0002919813,0.0010982371,0.000031668984,0.62904704],"genre_scores_gemma":[0.3756476,0.00024386842,0.000020134918,0.00005659286,0.00015876419,6.026977e-7,0.003203653,0.000002910551,0.62066585],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891067,0.00009758206,0.00020171024,0.00031734467,0.00022597374,0.00024670677],"domain_scores_gemma":[0.99904335,0.00043193033,0.00024187239,0.000101088306,0.00011392648,0.000067836954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006471999,0.0002425026,0.00030123486,0.000031273816,0.00015439384,0.00004623965,0.00062516774,0.000248825,0.27111897],"category_scores_gemma":[0.000021077418,0.00009914201,0.00025335603,0.00041584988,0.00001206314,0.00011638101,0.00006784697,0.00029480262,0.0007533301],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001590563,0.00031011173,0.0048209433,0.0003878517,0.00050017174,0.000082160164,0.0012858772,0.000020282318,0.65555495,0.0070655695,0.0073880083,0.3209935],"study_design_scores_gemma":[0.00011869744,0.0004027272,0.012611616,0.0002116052,0.000287912,0.0000115404255,0.0098225875,0.00001595578,0.0052915732,0.00007761254,0.9706718,0.0004763928],"about_ca_topic_score_codex":0.0013447346,"about_ca_topic_score_gemma":0.0013947955,"teacher_disagreement_score":0.9632838,"about_ca_system_score_codex":0.000045051576,"about_ca_system_score_gemma":0.000037535334,"threshold_uncertainty_score":0.96827865},"labels":[],"label_agreement":null},{"id":"W2994050210","doi":"","title":"EXAMINING ECOHYDROLOGICAL APPROACHES TO REDUCE PEAT SMOULDERING POTENTIAL IN BLACK SPRUCE PEATLANDS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Black spruce; Environmental science; Geography; Forestry; Taiga; Archaeology","score_opus":0.06728824896627163,"score_gpt":0.2138101823423859,"score_spread":0.1465219333761143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994050210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7575412,0.00004052337,0.000008972078,0.00015708177,0.00038222078,0.00033932077,0.0000116061055,0.000047637226,0.24147148],"genre_scores_gemma":[0.7206504,0.00001495609,0.00004274927,0.000038093338,0.00020534886,0.0000017245512,0.00033073677,0.00000389901,0.27871212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981131,0.00016824553,0.00029698652,0.00078070554,0.0001941391,0.00044680134],"domain_scores_gemma":[0.9994154,0.000084065345,0.00022799142,0.0001103718,0.000026997033,0.00013517022],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001680587,0.00035499706,0.0004640673,0.000070957016,0.000114655464,0.00015311256,0.0006442157,0.00044013603,0.01144532],"category_scores_gemma":[0.000015791988,0.00019155224,0.00014706781,0.00040172832,0.000028117529,0.00029280322,0.00018447981,0.0004400103,0.00024867489],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028258013,0.00040515134,0.027408894,0.00038658435,0.0002941808,0.0004631013,0.005067282,0.0048663514,0.08966359,0.00052214833,0.0012388552,0.86685807],"study_design_scores_gemma":[0.0017867939,0.0019373492,0.31891832,0.0012602526,0.0002715957,0.000036795132,0.095190234,0.0042800303,0.0011372721,0.000033889035,0.5723364,0.0028111055],"about_ca_topic_score_codex":0.0009455213,"about_ca_topic_score_gemma":0.0024180035,"teacher_disagreement_score":0.86404693,"about_ca_system_score_codex":0.00018350601,"about_ca_system_score_gemma":0.000020259828,"threshold_uncertainty_score":0.9894583},"labels":[],"label_agreement":null},{"id":"W2996385612","doi":"","title":"It's More than Poverty: Employment Precarity and Household Well-Being","year":2013,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Poverty; Labour economics; Economics; Economic growth","score_opus":0.043105647648389214,"score_gpt":0.26895009345208803,"score_spread":0.22584444580369883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996385612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004068634,0.0002765134,0.00007876581,0.001447544,0.0013726732,0.00071754894,0.00008393039,0.00023198445,0.9917224],"genre_scores_gemma":[0.026778689,0.0032994282,0.00014168827,0.001056202,0.0008895267,0.0000032947685,0.000047911002,0.000072572366,0.9677107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959234,0.00047275258,0.00041199714,0.00090054533,0.0014427971,0.0008485356],"domain_scores_gemma":[0.9980827,0.00013604508,0.00042727863,0.0005563116,0.00035228062,0.00044538765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000848361,0.0005406958,0.0007443839,0.00021158456,0.000931373,0.00032943467,0.00079526886,0.00084848737,0.046145465],"category_scores_gemma":[0.000099114164,0.0005671207,0.0003000811,0.00048273616,0.00047040117,0.00074024434,0.00063664204,0.00071783544,0.000088846245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018009964,0.00052602537,0.17785303,0.0010584317,0.0009952721,0.0005427076,0.035326272,0.000018025608,0.00001894234,0.011570985,0.5194928,0.2524174],"study_design_scores_gemma":[0.00044194583,0.00006333897,0.005702746,0.00022651294,0.00020435364,0.00000488312,0.0068993843,0.000010363524,0.000014590016,0.00024635525,0.98550755,0.0006779974],"about_ca_topic_score_codex":0.052419484,"about_ca_topic_score_gemma":0.018175792,"teacher_disagreement_score":0.4660147,"about_ca_system_score_codex":0.0013736248,"about_ca_system_score_gemma":0.001036741,"threshold_uncertainty_score":0.99973994},"labels":[],"label_agreement":null},{"id":"W2997208866","doi":"","title":"Ultrasound Imaging in Midwifery Practice","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ultrasound; Obstetrics; Medicine; Ultrasound imaging; Medical physics; Radiology","score_opus":0.018198801867451406,"score_gpt":0.28747117977975256,"score_spread":0.26927237791230113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997208866","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024832703,0.0002587899,0.00013197331,0.00056436064,0.00045279902,0.0008314621,0.00003132507,0.000104834,0.97279173],"genre_scores_gemma":[0.06168448,0.0002976239,0.0023173587,0.000838304,0.00014216307,0.0000046919304,0.0010228166,0.000082639795,0.9336099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980493,0.00010521201,0.0004059195,0.00071152346,0.00035653776,0.0003714765],"domain_scores_gemma":[0.99740994,0.0013016739,0.00032354286,0.0005665129,0.0002330871,0.00016523307],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018359227,0.00034342142,0.0005271527,0.00029765477,0.00007515295,0.00005007127,0.00033075918,0.0003936312,0.057603095],"category_scores_gemma":[0.0004954301,0.0003920423,0.00021331181,0.0007680598,0.0000679098,0.00037154753,0.00004446585,0.0009950214,0.0009556091],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008570182,0.004254822,0.28494576,0.0027594813,0.0010972228,0.0019401296,0.0056695794,0.00008800869,0.016561937,0.013744624,0.018850263,0.641518],"study_design_scores_gemma":[0.0022812553,0.00009280658,0.040831704,0.000594667,0.00063194754,0.00010712222,0.014898561,0.00003362675,0.00023309127,0.0001428465,0.9396346,0.00051777915],"about_ca_topic_score_codex":0.0002488801,"about_ca_topic_score_gemma":0.00037915495,"teacher_disagreement_score":0.92078435,"about_ca_system_score_codex":0.00040225658,"about_ca_system_score_gemma":0.00034146802,"threshold_uncertainty_score":0.99985313},"labels":[],"label_agreement":null},{"id":"W2997447768","doi":"","title":"PROPER SIZING OF INFILTRATION TRENCHES & BIORETENTION CELLS FOR URBAN STORMWATER MANAGEMENT PURPOSES","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioretention; Stormwater management; Low-impact development; Infiltration (HVAC); Stormwater; Environmental science; Sizing; Environmental engineering; Environmental planning; Surface runoff; Geography; Meteorology; Ecology; Chemistry","score_opus":0.01015831078123736,"score_gpt":0.18155699749102353,"score_spread":0.17139868670978617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997447768","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60835433,0.00005333815,0.0001417714,0.000025220865,0.0006124105,0.0017767115,0.00004861816,0.000052637908,0.38893497],"genre_scores_gemma":[0.21307744,0.000035787645,0.0011603542,0.000006265478,0.000023262952,0.0000062069603,0.00044352646,0.000028413908,0.7852187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988463,0.000038723236,0.00020945321,0.00042988255,0.00023508602,0.00024057915],"domain_scores_gemma":[0.99944746,0.000012680352,0.000235296,0.00023443405,0.00001941648,0.000050703416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005309935,0.00027668572,0.0002525386,0.00012384966,0.00009625172,0.000037142658,0.00028245544,0.00018688347,0.016328098],"category_scores_gemma":[8.94993e-7,0.00023811276,0.00017703063,0.00020106364,0.00005233883,0.00035034303,0.00008090473,0.00007805031,0.00016243673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025051916,0.0011492546,0.032242205,0.0035918131,0.0014304119,0.00008302954,0.01439768,0.0016466873,0.46410498,0.0008944874,0.008123126,0.4698311],"study_design_scores_gemma":[0.0036842318,0.00083853764,0.0060628126,0.0005925723,0.001373576,0.0000012938449,0.011776934,0.00023202694,0.46296486,0.00007099602,0.5112021,0.0012000626],"about_ca_topic_score_codex":0.00011336311,"about_ca_topic_score_gemma":0.00028129152,"teacher_disagreement_score":0.503079,"about_ca_system_score_codex":0.00020426804,"about_ca_system_score_gemma":0.000010984423,"threshold_uncertainty_score":0.9845711},"labels":[],"label_agreement":null},{"id":"W2998029485","doi":"","title":"Voices From The Fault Line - Being Muslim in Canada","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Line (geometry); Political science; Mathematics","score_opus":0.012519655625103713,"score_gpt":0.23578786162306858,"score_spread":0.22326820599796487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998029485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6259791,0.00016250183,0.000018580462,0.0006995155,0.00210671,0.0003403739,0.00012888257,0.000037879312,0.37052646],"genre_scores_gemma":[0.72543734,0.00012838366,0.0000037753027,0.00039936398,0.00027180003,9.3188487e-7,0.00012682664,0.00001857088,0.27361298],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997844,0.00031610465,0.00024251624,0.0004638492,0.0005514061,0.0005821662],"domain_scores_gemma":[0.9988507,0.00042983802,0.00017909137,0.000290465,0.00009213787,0.00015777414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014336247,0.00028431203,0.00034165947,0.00007301972,0.00031478025,0.00009486189,0.0010730134,0.00029270106,0.023820367],"category_scores_gemma":[0.000050153736,0.00026223392,0.00010602982,0.00043007557,0.00008545028,0.000268863,0.000068206835,0.00058017095,0.00009049345],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028398936,0.00008876081,0.040088452,0.00015486625,0.00020337483,0.0004713678,0.46366832,0.00008918237,0.000030508907,0.0015777873,0.003414262,0.4899291],"study_design_scores_gemma":[0.00030660522,0.000017305858,0.008406469,0.0003289579,0.000063330815,1.2119631e-7,0.7210875,0.00008550318,0.000014223831,0.00010002802,0.26926464,0.00032529182],"about_ca_topic_score_codex":0.98476255,"about_ca_topic_score_gemma":0.99873006,"teacher_disagreement_score":0.48960382,"about_ca_system_score_codex":0.0011155028,"about_ca_system_score_gemma":0.0020783152,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W3002517094","doi":"","title":"Development of the GRADE for patient values and preferences evidence","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Psychology; Medicine","score_opus":0.13369840921482187,"score_gpt":0.40539959484753385,"score_spread":0.27170118563271195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002517094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12806551,0.00070691144,0.00021778415,0.00077781465,0.0028901608,0.0024446587,0.000034438224,0.00004315316,0.8648196],"genre_scores_gemma":[0.078456275,0.00034031874,0.006019183,0.00018930333,0.00009643474,0.000021150507,0.00003490422,0.000032597996,0.9148098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978272,0.0008085034,0.0003518015,0.000334163,0.000423592,0.00025478256],"domain_scores_gemma":[0.99547696,0.0027051743,0.0010432074,0.00037130155,0.0003148791,0.000088478024],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085962535,0.00018911574,0.00028928358,0.000055772114,0.0020467949,0.000014938812,0.0006831682,0.0005157645,0.005975118],"category_scores_gemma":[0.0023060245,0.00014400047,0.00006694496,0.000086849206,0.00017825012,0.00022630622,0.00022329051,0.0015368108,0.000010915165],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006932957,0.00009561546,0.0054289466,0.0067587513,0.00024847558,0.000004748956,0.088756785,0.0000012362239,0.00039982813,0.006006007,0.0036604067,0.8879459],"study_design_scores_gemma":[0.0007547446,0.00010985202,0.014324554,0.00964263,0.00035740272,3.7478853e-7,0.12314539,0.000016636779,0.00096775795,0.0067457575,0.8435645,0.0003704031],"about_ca_topic_score_codex":0.00011766628,"about_ca_topic_score_gemma":0.002928799,"teacher_disagreement_score":0.8875755,"about_ca_system_score_codex":0.00012862786,"about_ca_system_score_gemma":0.0009993549,"threshold_uncertainty_score":0.9992524},"labels":[],"label_agreement":null},{"id":"W3003193222","doi":"","title":"Unstable Systems of Viscous and Elastic Polymer Thin Films","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Norges Forskningsråd; École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris","keywords":"Materials science; Thin film; Polymer; Composite material; Mechanics; Physics; Nanotechnology","score_opus":0.010126186504976424,"score_gpt":0.19680128672002659,"score_spread":0.18667510021505015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003193222","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008679009,0.000803519,0.86215305,0.000017588567,0.0005128451,0.00021855038,0.000008596834,0.00018487257,0.13523304],"genre_scores_gemma":[0.31507844,0.00013956761,0.10322365,0.00004953551,0.00009939801,0.000004421212,0.000058858775,0.00014170555,0.5812044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988386,0.000028422954,0.00023247846,0.0004256042,0.00024517014,0.0002296946],"domain_scores_gemma":[0.99921274,0.000104656356,0.00018267868,0.00029709813,0.00007655927,0.00012629005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003924713,0.0002562215,0.00040624314,0.0001251838,0.000055956512,0.00006494832,0.00063681963,0.00016359762,0.0005954254],"category_scores_gemma":[0.000026193164,0.00027717033,0.000064325264,0.00040098352,0.000027163163,0.00034510728,0.00018032826,0.00024984436,0.000014245555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018148537,0.00018350247,0.000056892986,0.008914544,0.0005186429,0.00045426487,0.007962271,0.18123366,0.010678553,0.72129244,0.00046218024,0.06806158],"study_design_scores_gemma":[0.00065871706,0.00015812625,0.000019916775,0.0011878291,0.00014344542,0.000014849749,0.0024885861,0.98261064,0.0031445117,0.00060874166,0.008217276,0.0007473769],"about_ca_topic_score_codex":0.000027640079,"about_ca_topic_score_gemma":0.000009911593,"teacher_disagreement_score":0.80137694,"about_ca_system_score_codex":0.000041311985,"about_ca_system_score_gemma":0.00005871497,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W3004434689","doi":"","title":"Beauty and academic career [update of 2018-01]","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Accounting; Promotion (chess); Political science; Sociology; Medical education; Management; Medicine; Business; Computer science; Economics; Law","score_opus":0.015481199069755662,"score_gpt":0.19495696106419114,"score_spread":0.17947576199443546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004434689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5002674,0.00007738817,0.00008286089,0.0006036677,0.00044796916,0.00015702446,0.000003743174,0.00006730292,0.49829265],"genre_scores_gemma":[0.9002414,0.000016739354,0.0000906678,0.0012190732,0.00019663785,2.7918819e-7,0.000013129737,0.000018278412,0.0982038],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992686,0.0000075067132,0.000121237514,0.00023166736,0.0001658813,0.00020511079],"domain_scores_gemma":[0.9995593,0.000015340036,0.00015715937,0.00016820377,0.00008205579,0.000017979057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010988948,0.00012603943,0.0001567672,0.0001666835,0.000058662492,0.000051512467,0.00026376924,0.00009671083,0.037164044],"category_scores_gemma":[0.000011625204,0.0001327541,0.000049969265,0.00040330924,0.00006155379,0.00084198406,0.00022253828,0.00015241632,0.00047232033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119823235,0.000052542822,0.80072796,0.00046716,0.00008743583,0.000008104806,0.00032188834,0.000052880852,0.0014489761,0.051028963,0.026327945,0.119356304],"study_design_scores_gemma":[0.0005741212,0.000006267903,0.02858203,0.000043230903,0.000058754114,8.4947135e-7,0.0024044344,0.00022624726,0.00006591533,0.00018284822,0.9676663,0.00018897628],"about_ca_topic_score_codex":0.0003150786,"about_ca_topic_score_gemma":0.00005874743,"teacher_disagreement_score":0.94133836,"about_ca_system_score_codex":0.000044400636,"about_ca_system_score_gemma":0.000023877403,"threshold_uncertainty_score":0.9637161},"labels":[],"label_agreement":null},{"id":"W3005468874","doi":"","title":"Traits underlying phosphorus use by the extremophyte Eutrema salsugineum","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phosphorus; Environmental science; Chemistry","score_opus":0.04172230790106726,"score_gpt":0.26613408260605353,"score_spread":0.22441177470498627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005468874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2413694,0.0011158676,0.00007045521,0.00023692861,0.0012233761,0.0006845123,0.00027202046,0.00017821568,0.7548492],"genre_scores_gemma":[0.08760391,0.00025587407,0.000095330695,0.000064303196,0.00009443118,0.000003109262,0.00014517065,0.00007692875,0.91166097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974411,0.00017192417,0.00024372726,0.0007695586,0.000644743,0.0007289566],"domain_scores_gemma":[0.9984177,0.00016234005,0.0003744123,0.0006685132,0.00016114111,0.00021589432],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002345162,0.0004572386,0.00045556,0.000121135985,0.0010581942,0.0010746279,0.0017094167,0.00033904923,0.061712917],"category_scores_gemma":[0.000049683935,0.00038876187,0.0002316955,0.00026348452,0.00018225767,0.0007961955,0.00016257635,0.0005051741,0.0005274347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005077268,0.00015943601,0.00032652752,0.0002526566,0.00013729981,0.00036080615,0.0010224825,0.000020393401,0.0904686,0.001615001,0.030635515,0.87449354],"study_design_scores_gemma":[0.00078665366,0.0000753148,0.0040830183,0.0003034886,0.00013369635,0.000007355515,0.00267445,0.000060201473,0.014275904,0.00011250605,0.97683454,0.00065286213],"about_ca_topic_score_codex":0.0014740278,"about_ca_topic_score_gemma":0.0012464469,"teacher_disagreement_score":0.94619906,"about_ca_system_score_codex":0.00016718957,"about_ca_system_score_gemma":0.00024342816,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W3008230614","doi":"","title":"Association of a Healthy Diet Score with prostate cancer severity in newly diagnosed men: A cross-sectional analysis of RADICAL PC","year":2020,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Prostate cancer; Medicine; Internal medicine; Association (psychology); Oncology; Cancer; Psychology; Pathology","score_opus":0.017041009356655586,"score_gpt":0.24606724293892912,"score_spread":0.22902623358227353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008230614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10722142,0.0016155307,0.00006800056,0.00377764,0.00019404638,0.002297819,0.004430964,0.00008294508,0.8803116],"genre_scores_gemma":[0.021619888,0.0014263067,0.000264722,0.00041911725,0.00016698628,0.000009260344,0.00074089895,0.000038612197,0.9753142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998185,0.00006618961,0.00040335953,0.0004480268,0.0006459026,0.0002515715],"domain_scores_gemma":[0.9986392,0.00014473071,0.0005768524,0.00013945099,0.00034301844,0.0001567262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011361926,0.00025175407,0.0010445559,0.00032305723,0.00006677584,0.000010840594,0.00012200234,0.00028096317,0.010139259],"category_scores_gemma":[0.000031179443,0.0002458604,0.0003186468,0.0011197588,0.00017354358,0.000079916084,0.00011101993,0.0004143828,0.0000024807546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0127701415,0.00031640052,0.96938485,0.0008742686,0.0041798437,0.00023542122,0.00024839654,0.0002662757,0.000006283636,0.00016665984,0.010188267,0.0013632112],"study_design_scores_gemma":[0.0072226617,0.001155973,0.7464093,0.00044236585,0.002112827,0.000001444059,0.00019597137,0.00017110402,0.0000056001004,0.00005044232,0.24198411,0.00024818056],"about_ca_topic_score_codex":0.0011707466,"about_ca_topic_score_gemma":0.00551225,"teacher_disagreement_score":0.23179585,"about_ca_system_score_codex":0.0014249311,"about_ca_system_score_gemma":0.0007156156,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W3009514716","doi":"","title":"GRAFT - Generic Rating of Allograft Function Post Transplant","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine","score_opus":0.014434349935790918,"score_gpt":0.23077213810343936,"score_spread":0.21633778816764843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009514716","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019853178,0.00052742125,0.11218202,0.00061258895,0.00029496299,0.0018502617,0.0002171846,0.0005934101,0.86386895],"genre_scores_gemma":[0.24197398,0.0005909962,0.03692272,0.00054854073,0.00026560112,0.000015714702,0.0065992516,0.00016639866,0.7129168],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999007,0.000022101774,0.00023868101,0.00036806226,0.00018857792,0.00017561068],"domain_scores_gemma":[0.9992551,0.000019193903,0.00024031692,0.00020838935,0.00015472368,0.0001222337],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000023401699,0.00024356812,0.00039639996,0.00013633617,0.00008402783,0.000007764469,0.00014459013,0.00024188576,0.0094503295],"category_scores_gemma":[0.0000053649705,0.00025991304,0.00021176248,0.00049090094,0.0000356521,0.00008237383,0.000020105617,0.00031264807,0.000015721966],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036743009,0.00043083105,0.0015439001,0.0019570645,0.00042264833,0.00032086723,0.0020602187,0.00014525781,0.26834732,0.008881126,0.0016769852,0.71053946],"study_design_scores_gemma":[0.0019321545,0.0011282753,0.0038472817,0.0008301547,0.0019387178,0.000028993943,0.0062566358,0.00041422094,0.024143727,0.00018939769,0.95861036,0.00068006484],"about_ca_topic_score_codex":0.00005997261,"about_ca_topic_score_gemma":0.00015677234,"teacher_disagreement_score":0.9569334,"about_ca_system_score_codex":0.00006192118,"about_ca_system_score_gemma":0.00010379458,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W3010045234","doi":"","title":"Mechanisms By Which Glucose Lowering Therapies Reduce Obesity And Atherosclerosis","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Diabetes Canada; McMaster University; Sanofi","keywords":"Obesity; Medicine; Diabetes mellitus; Internal medicine; Intensive care medicine; Endocrinology; Bioinformatics; Biology","score_opus":0.008273355525867028,"score_gpt":0.19781121653430528,"score_spread":0.18953786100843825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010045234","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7886399,0.11915896,0.0010579147,0.00004306896,0.00091694656,0.0005489021,0.00021485827,0.000085327214,0.089334115],"genre_scores_gemma":[0.3666543,0.15439524,0.0010127329,0.0006798408,0.0004431047,0.000012467924,0.002407906,0.00024748142,0.4741469],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866194,0.00006756698,0.0001472889,0.0006708162,0.0001641787,0.00028822242],"domain_scores_gemma":[0.9993333,0.0000064955225,0.00014963234,0.00025881393,0.000096408636,0.00015533838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055177952,0.00036137976,0.00033189336,0.000041696912,0.00014769801,0.0000634562,0.00032274183,0.0004172508,0.0038020809],"category_scores_gemma":[0.00001165118,0.00040921482,0.000113872986,0.00019868686,0.000037831283,0.0000135801,0.0001163964,0.00020734963,0.000011485591],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031687084,0.000073129384,0.0001627407,0.00021407123,0.0003459114,0.0000044763633,0.0006193545,0.0000024265876,0.62190795,0.00025337414,0.0025441716,0.3735555],"study_design_scores_gemma":[0.0006253115,0.00012883016,0.00032418608,0.00006319604,0.00013115302,6.200058e-7,0.001542563,0.000005925345,0.29923642,0.00004788005,0.6974663,0.00042761065],"about_ca_topic_score_codex":0.000058882248,"about_ca_topic_score_gemma":0.00044550822,"teacher_disagreement_score":0.69492215,"about_ca_system_score_codex":0.000027697359,"about_ca_system_score_gemma":0.00008135293,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W3011472816","doi":"","title":"An Exploration of Death Cafés in Canada","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.035160801847909644,"score_gpt":0.28405453632179634,"score_spread":0.24889373447388669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011472816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40271935,0.00004565303,0.000043235064,0.000011482622,0.0010912154,0.0003185281,0.00006642664,0.0000149070775,0.5956892],"genre_scores_gemma":[0.5777224,0.00002713172,0.00010665939,0.000073713694,0.00007677417,0.0000028670588,0.0008561053,0.000033004584,0.4211014],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986296,0.00014561406,0.00027583598,0.00041269732,0.00021220536,0.00032399182],"domain_scores_gemma":[0.99916714,0.000017249136,0.00027605836,0.00031731414,0.000081953964,0.00014026166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006966578,0.00022849733,0.000307803,0.00019139046,0.000060632126,0.0000081615735,0.00029932192,0.00019893066,0.0614289],"category_scores_gemma":[0.0000017260894,0.00027315202,0.000045954035,0.00030773747,0.000019981737,0.00031678384,0.000018470937,0.00019673057,0.000043921584],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00448943,0.0014387417,0.11804501,0.0020518224,0.00045724973,0.00091189257,0.04782598,0.00004055106,0.0006351733,0.02929137,0.010468296,0.7843445],"study_design_scores_gemma":[0.0059166616,0.001582775,0.16730879,0.0009985892,0.00028835644,0.0000055179416,0.4274057,0.000051840638,0.002644674,0.0006457744,0.39170012,0.0014511888],"about_ca_topic_score_codex":0.89816016,"about_ca_topic_score_gemma":0.9952362,"teacher_disagreement_score":0.7828933,"about_ca_system_score_codex":0.00084964774,"about_ca_system_score_gemma":0.0008769868,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W3012415846","doi":"","title":"STRATEGIES TO FACILITATE EVIDENCE-INFORMED AND PARTICIPATORY HEALTH POLICY MAKING IN ETHIOPIA","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Citizen journalism; Political science; Environmental planning; Public administration; Medicine; Geography; Law","score_opus":0.12005380206463358,"score_gpt":0.3500835851223777,"score_spread":0.23002978305774413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012415846","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021477133,0.00043687326,0.0001556561,0.08120377,0.0005601319,0.0009993032,0.000017704959,0.0001895871,0.8949598],"genre_scores_gemma":[0.5797581,0.0013556634,0.00085886556,0.2026891,0.002540203,0.000034596924,0.0004699562,0.00018365898,0.21210985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796855,0.00008377565,0.0004756181,0.0004844414,0.00018770604,0.00079990004],"domain_scores_gemma":[0.9991611,0.00011872122,0.00034942382,0.00017279395,0.00009070041,0.0001072654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036604298,0.000329288,0.0006009537,0.0005901229,0.00019657784,0.00021279619,0.00035034324,0.00024749243,0.0024788305],"category_scores_gemma":[0.00035044298,0.000359458,0.000074157935,0.0011891446,0.000048135185,0.0011553294,0.00022842588,0.00041284392,0.0001768901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011763653,0.000069368405,0.008241086,0.014018016,0.00013500263,0.00015381238,0.017170666,0.0019761478,0.000016927243,0.48375955,0.14990266,0.32338038],"study_design_scores_gemma":[0.00030469644,0.000044668817,0.011333325,0.00065552624,0.000018004104,4.7342982e-7,0.028618367,0.0006206569,1.6681881e-7,0.00054002675,0.9575761,0.0002880051],"about_ca_topic_score_codex":0.043088015,"about_ca_topic_score_gemma":0.0509743,"teacher_disagreement_score":0.8076734,"about_ca_system_score_codex":0.00033936877,"about_ca_system_score_gemma":0.0007611761,"threshold_uncertainty_score":0.99988574},"labels":[],"label_agreement":null},{"id":"W3013368692","doi":"","title":"What to do if you get injured or ill from work","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public relations; Business; Actuarial science; Psychology; Political science; Engineering","score_opus":0.049586063688477365,"score_gpt":0.30078192438872436,"score_spread":0.251195860700247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013368692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2134524,0.00049558486,0.001227845,0.09319886,0.0031368532,0.0020795104,0.00015681895,0.000692131,0.68556],"genre_scores_gemma":[0.088722974,0.00023252257,0.0010390118,0.017321162,0.00079982093,0.000007296982,0.00003703633,0.00006252955,0.89177763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982588,0.00025538568,0.00024564547,0.0004958213,0.0002261522,0.0005181491],"domain_scores_gemma":[0.9989405,0.00018814867,0.00011007817,0.00026224382,0.00013291907,0.00036609266],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006921868,0.0002497492,0.00035953085,0.00006951486,0.0005957383,0.000046420795,0.00042902445,0.0001739032,0.16430812],"category_scores_gemma":[0.00006339243,0.00022036064,0.000090649395,0.0008318046,0.00004892306,0.00044883095,0.0007682287,0.00038969287,0.0021058978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028465255,0.00007379497,0.31467518,0.00011202271,0.00033325565,0.00024682452,0.05695418,0.000014260713,0.00007268727,0.0009190722,0.20077497,0.4229772],"study_design_scores_gemma":[0.0011783662,0.0001416918,0.017414998,0.00025316796,0.00006241152,6.746162e-8,0.03702248,0.0000040527284,0.000014101445,0.00006441324,0.94356996,0.00027427296],"about_ca_topic_score_codex":0.00029689985,"about_ca_topic_score_gemma":0.00051115884,"teacher_disagreement_score":0.742795,"about_ca_system_score_codex":0.00013890964,"about_ca_system_score_gemma":0.000077597375,"threshold_uncertainty_score":0.99867105},"labels":[],"label_agreement":null},{"id":"W3013569785","doi":"","title":"Challenges in Hemodialysis","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kidney Foundation of Canada; McMaster University","keywords":"Hemodialysis; Intensive care medicine; Medicine; Internal medicine","score_opus":0.02738483342269293,"score_gpt":0.2306528869177012,"score_spread":0.20326805349500826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013569785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034407044,0.0013135198,0.0000074929735,0.0009053966,0.0001626268,0.00034630383,0.0000065834984,0.000062276275,0.9937551],"genre_scores_gemma":[0.08150543,0.0036753833,0.00021568433,0.00023635053,0.0001807314,0.0000031269026,0.0007565658,0.000061495564,0.91336524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985652,0.0000719149,0.00021165625,0.00058778125,0.0003213143,0.00024211413],"domain_scores_gemma":[0.99932265,0.000018454934,0.00012353115,0.00026621268,0.000055217224,0.00021393478],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057860972,0.00029157024,0.0006233834,0.000413942,0.00003590246,0.000024379415,0.0002000123,0.00022139314,0.040738672],"category_scores_gemma":[0.000016558768,0.00029560193,0.0003591934,0.00063310156,0.00001978763,0.00007329905,0.000068762194,0.00028636385,0.00024508612],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010807245,0.00031961175,0.00060334324,0.0014293502,0.0007169812,0.0020117937,0.0014513653,0.000020383868,0.0001363465,0.0027706916,0.0011195936,0.98833984],"study_design_scores_gemma":[0.002109685,0.00013403868,0.018633403,0.00059042335,0.0016174236,0.0000015171827,0.013544401,0.00012377939,0.00016484763,0.000053104708,0.9626161,0.00041126204],"about_ca_topic_score_codex":0.000042672837,"about_ca_topic_score_gemma":0.0011469916,"teacher_disagreement_score":0.98792857,"about_ca_system_score_codex":0.00016458756,"about_ca_system_score_gemma":0.00009319247,"threshold_uncertainty_score":0.99994963},"labels":[],"label_agreement":null},{"id":"W3013976319","doi":"","title":"Examining the Housing Experiences of Refugee Claimant Families in the Greater Toronto and Hamilton Area: Service Providers’ Perspectives","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Plaintiff; Refugee; Service provider; Immigration; Service (business); Sociology; Gerontology; Gender studies; Political science; Business; Medicine; Law; Marketing","score_opus":0.05045477712304701,"score_gpt":0.30776825735866153,"score_spread":0.2573134802356145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013976319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8542349,0.001064437,0.0000067719498,0.00011895731,0.00017593999,0.00063752616,0.0000064746723,0.000029487583,0.14372553],"genre_scores_gemma":[0.9863649,0.0004591667,0.000033026496,0.000109649685,0.00009202677,0.000020304513,0.000023850986,0.000026711545,0.012870352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998057,0.0006624502,0.00029449287,0.00040484377,0.00027048617,0.00031074253],"domain_scores_gemma":[0.9989976,0.0002689285,0.00031542007,0.00022269237,0.00014773075,0.000047573558],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020804268,0.00026946273,0.0005167696,0.000059414742,0.0006960523,0.000040791703,0.00046336214,0.0002885879,0.002912088],"category_scores_gemma":[0.000024955887,0.00017784956,0.000057734236,0.00036962845,0.00011774556,0.00031941096,0.000101519516,0.0005069328,0.0000032925236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016896361,0.000018808332,0.0064636944,0.00046596286,0.000041799878,0.000023626131,0.97898114,0.0000010813403,0.000054319695,0.000617019,0.000011780762,0.013151821],"study_design_scores_gemma":[0.00037963936,0.00006549893,0.014996573,0.0005480972,0.000072197865,7.9911075e-8,0.9740095,0.000033285116,0.000027654853,0.00003011258,0.009650748,0.00018662715],"about_ca_topic_score_codex":0.0062989825,"about_ca_topic_score_gemma":0.23467582,"teacher_disagreement_score":0.22837685,"about_ca_system_score_codex":0.00018873172,"about_ca_system_score_gemma":0.00015011459,"threshold_uncertainty_score":0.99799937},"labels":[],"label_agreement":null},{"id":"W3014125025","doi":"","title":"Back to the Front 100 Years Later: Retracing the Steps of A. R. Thompson Using WWI Trench Maps","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Front (military); Trench; Geology; Oceanography","score_opus":0.02796390975226789,"score_gpt":0.18989832649037758,"score_spread":0.16193441673810968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014125025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2901972,0.00032656206,0.00048501758,0.042146794,0.0008270536,0.00044720797,0.000109051354,0.00005490611,0.6654062],"genre_scores_gemma":[0.26497722,0.00005650177,0.000055211724,0.00012249981,0.00021454792,3.0589516e-7,9.06739e-7,0.000008040084,0.7345648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992258,0.000086257096,0.00013643713,0.00017851937,0.00016763866,0.00020535711],"domain_scores_gemma":[0.9995654,0.000059568727,0.00008527242,0.00017847432,0.00006064993,0.00005063289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008092171,0.0001203721,0.00018865257,0.00003154158,0.00094955135,0.00004709712,0.0003172147,0.00003670475,0.06535235],"category_scores_gemma":[0.0000053779013,0.0000558684,0.00016745365,0.00010882501,0.00016481428,0.00012894142,0.00015534443,0.0000802301,0.00022382298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016246592,0.00011172733,0.0017300749,0.000048363403,0.000716704,0.000022117514,0.26459882,0.00014990215,0.0007638651,0.01669087,0.06378986,0.65121526],"study_design_scores_gemma":[0.00018706628,0.000044383964,0.00015450029,0.000037560523,0.00009480038,2.8263568e-7,0.0107107535,0.000023434559,0.000020326703,0.000102081875,0.9885082,0.000116562325],"about_ca_topic_score_codex":0.0011607194,"about_ca_topic_score_gemma":0.011845413,"teacher_disagreement_score":0.9247184,"about_ca_system_score_codex":0.0004068777,"about_ca_system_score_gemma":0.000008527597,"threshold_uncertainty_score":0.93550205},"labels":[],"label_agreement":null},{"id":"W3014385561","doi":"","title":"Bleeding into the Margins: The Evolution of Cartography in WWI","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Victory; Cartography; Geography; History; Political science; Law; Politics","score_opus":0.020804235186964563,"score_gpt":0.2240513387774272,"score_spread":0.20324710359046264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014385561","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06576591,0.00027294518,0.00030400304,0.0014227328,0.00027150597,0.00029047445,0.0000014917366,0.000030016565,0.9316409],"genre_scores_gemma":[0.97479755,0.000028138122,0.00005590938,0.000036253863,0.000046409827,0.0000013307931,3.6160213e-7,0.0000029645316,0.025031071],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899924,0.00020708086,0.0001542159,0.00009536589,0.00034659394,0.00019752276],"domain_scores_gemma":[0.99942166,0.00008370818,0.00012708984,0.00013795985,0.0001843779,0.00004519149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000839439,0.00007490458,0.00011159862,0.00017954495,0.0004097454,0.000031931264,0.00040674416,0.000055955017,0.0006456652],"category_scores_gemma":[0.00004485842,0.000051904786,0.00007025261,0.0017922762,0.00044673227,0.00034760288,0.00012661645,0.00010557357,0.000016403323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040265804,0.000023822791,0.36451477,0.000022264814,0.00007123664,0.0000036079664,0.40345627,0.00022532625,0.000010833172,0.20839281,0.001352544,0.021886257],"study_design_scores_gemma":[0.0002672787,0.00001492485,0.010988815,0.000023630102,0.00001272112,2.506822e-7,0.57424927,0.000035289067,0.0000028507945,0.00086191,0.41348428,0.000058827354],"about_ca_topic_score_codex":0.03375224,"about_ca_topic_score_gemma":0.048146803,"teacher_disagreement_score":0.9090316,"about_ca_system_score_codex":0.00022323131,"about_ca_system_score_gemma":0.000101207836,"threshold_uncertainty_score":0.97268206},"labels":[],"label_agreement":null},{"id":"W3016667827","doi":"","title":"Optimal Design and Operation of Community Energy Systems","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Energy (signal processing); Computer science; Mathematics; Statistics","score_opus":0.011888244757455375,"score_gpt":0.1765839624878813,"score_spread":0.16469571773042593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016667827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059507056,0.00080247025,0.4613482,0.000007734695,0.001101283,0.00045230862,0.000039939554,0.00046650472,0.5298309],"genre_scores_gemma":[0.72383416,0.0004558521,0.0060280208,0.000016651016,0.00011782363,0.000008204989,0.0016955794,0.00021334202,0.26763037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989736,0.00030376101,0.0002635784,0.00015558775,0.0001469361,0.00015652404],"domain_scores_gemma":[0.99942976,0.00005057443,0.00012109927,0.0001876239,0.00013075466,0.00008019565],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007954333,0.00029317904,0.00039019893,0.00017693048,0.00010895836,0.000057519363,0.0002450618,0.00038041765,0.001142151],"category_scores_gemma":[0.000007253537,0.00034790972,0.000053548974,0.00031217755,0.000025735493,0.00022363405,0.00002843775,0.0003432902,0.000005391712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008900091,0.000013533514,0.0000039663078,0.0005438401,0.00017926612,0.0000109650755,0.0015961444,0.9795969,0.0014994334,0.001930128,0.0005806436,0.013956154],"study_design_scores_gemma":[0.00070464256,0.0001722098,0.000029215413,0.00043782344,0.00020835636,0.00000771683,0.017738527,0.915277,0.008838027,0.000005601549,0.055988487,0.00059237494],"about_ca_topic_score_codex":0.0007145003,"about_ca_topic_score_gemma":0.00028913,"teacher_disagreement_score":0.71788347,"about_ca_system_score_codex":0.00013682884,"about_ca_system_score_gemma":0.000046841324,"threshold_uncertainty_score":0.9998973},"labels":[],"label_agreement":null},{"id":"W3019500972","doi":"","title":"Exploring the Relationship Between Neck Strength, Anthropometry, and Symptom Scores on Concussion Risk and Recovery in University Athletes","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"American Medical Society for Sports Medicine; National Collegiate Athletic Association; McMaster University","keywords":"Athletes; Concussion; Anthropometry; Physical therapy; Medicine; Physical medicine and rehabilitation; Psychology; Injury prevention; Internal medicine; Poison control; Medical emergency","score_opus":0.11206305601977594,"score_gpt":0.2893152417944229,"score_spread":0.17725218577464696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019500972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94703513,0.00034794598,0.000004109986,0.00023650902,0.0004468609,0.00048208234,0.000050180217,0.00003426695,0.05136293],"genre_scores_gemma":[0.8802089,0.0038126132,0.00009743394,0.00003031335,0.00011198147,0.0000010500795,0.00016627209,0.000024206262,0.11554724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986686,0.00018694618,0.0001839967,0.0005001777,0.00022048746,0.00023978532],"domain_scores_gemma":[0.99831814,0.001027166,0.0002065844,0.00025956566,0.00007077042,0.0001177885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015309315,0.00026704645,0.00041815857,0.00046757315,0.00038383465,0.000034303856,0.0001302012,0.00020609568,0.0005432008],"category_scores_gemma":[0.00015981893,0.00023241693,0.000074698,0.0006195447,0.00014693853,0.00028995101,0.00010776246,0.0006565527,0.000020605034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044315244,0.000037523856,0.8241687,0.00033364428,0.0000974031,0.000015058733,0.0029972023,0.0000030937206,8.60961e-7,0.0006854669,0.00015102852,0.1710669],"study_design_scores_gemma":[0.001045109,0.0002727535,0.90059423,0.0011523835,0.00031235657,0.0000015841194,0.07387817,0.00000830667,0.000013986641,0.000045773108,0.022455813,0.0002195172],"about_ca_topic_score_codex":0.00087078277,"about_ca_topic_score_gemma":0.00033493745,"teacher_disagreement_score":0.17084737,"about_ca_system_score_codex":0.0002497965,"about_ca_system_score_gemma":0.00013054411,"threshold_uncertainty_score":0.94776875},"labels":[],"label_agreement":null},{"id":"W3021468891","doi":"","title":"Comparing Measures of Obesity in Relation to Health Care Use in Adults from the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Obesity; Longitudinal study; Relation (database); Medicine; Environmental health; Psychology; Computer science; Internal medicine; Data mining","score_opus":0.06869271056401412,"score_gpt":0.2695284822061239,"score_spread":0.2008357716421098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021468891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970706,0.0002783645,0.000003259113,0.00061178545,0.00010581893,0.0010143723,0.00006085716,0.000011359789,0.027208209],"genre_scores_gemma":[0.99757695,0.000019384232,0.00006490684,0.00019256193,0.00004380166,0.000001820922,0.00039155866,0.000014159801,0.0016948521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988157,0.00010948321,0.00022656638,0.00034822288,0.0003007649,0.00019922992],"domain_scores_gemma":[0.99940366,0.00007228352,0.00011016688,0.00014507787,0.000114334456,0.00015449627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006703575,0.0001757435,0.00043337408,0.00021384342,0.00014680118,0.000017323344,0.00012813967,0.000086179396,0.00033042333],"category_scores_gemma":[0.000040258547,0.00016952725,0.000062352876,0.0005325152,0.000013148625,0.000059648075,0.000037759324,0.00038628746,0.00000619786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012900261,0.00013663125,0.9820305,0.00013367011,0.000061961655,0.00014986433,0.012635567,0.00008464326,0.0000011732012,0.000097303324,0.00023651615,0.0031421348],"study_design_scores_gemma":[0.0018487005,0.00029854602,0.9282434,0.0016116542,0.000047648493,1.9617049e-7,0.06294004,0.000011484243,0.000003701825,0.000004185392,0.004875681,0.000114753035],"about_ca_topic_score_codex":0.6340585,"about_ca_topic_score_gemma":0.9935795,"teacher_disagreement_score":0.359521,"about_ca_system_score_codex":0.0010609018,"about_ca_system_score_gemma":0.00026527804,"threshold_uncertainty_score":0.6913121},"labels":[],"label_agreement":null},{"id":"W3023048447","doi":"","title":"Autonomous Vehicle Cost-Prediction-Based Decision-Making Framework For Unavoidable Collisions Using Ethical Foundations","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethical decision; Computer science; Engineering; Engineering ethics","score_opus":0.02025283161908201,"score_gpt":0.26252517734115427,"score_spread":0.24227234572207226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023048447","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049843366,0.000053705186,0.9236044,0.000111642854,0.0013826271,0.0011973396,0.00027543158,0.0038154004,0.06906101],"genre_scores_gemma":[0.6300121,0.000118844626,0.34384418,0.0011918021,0.00054422184,0.00010587096,0.0018911805,0.00041859367,0.021873197],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849916,0.00004350197,0.0003418147,0.00047836357,0.00028397408,0.00035321875],"domain_scores_gemma":[0.9987969,0.00046703647,0.00012281792,0.0002996884,0.00014725441,0.0001663512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009475134,0.00036578512,0.00036063662,0.0003509106,0.00046997535,0.0001627536,0.00042503988,0.0009123467,0.005835917],"category_scores_gemma":[0.00012074076,0.00047410568,0.00024317237,0.0007871901,0.000040977204,0.00020519964,0.000053052827,0.00096717686,0.000029455006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059129,0.00014906928,0.000123592,0.0009423823,0.00058430387,0.00007912351,0.00088935933,0.4052941,0.0003704122,0.04607965,0.03321408,0.5116826],"study_design_scores_gemma":[0.00048698176,0.00005400212,0.000075493896,0.0006311858,0.00025647244,6.2074344e-7,0.00091724214,0.5995903,0.00015898663,0.00066782365,0.3968152,0.00034570883],"about_ca_topic_score_codex":0.000011737877,"about_ca_topic_score_gemma":0.0001367618,"teacher_disagreement_score":0.6295137,"about_ca_system_score_codex":0.00059169286,"about_ca_system_score_gemma":0.0001962061,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W3024483832","doi":"","title":"METHANE BIOGEOCHEMICAL CYCLING OVER SEASONAL AND ANNUAL SCALES IN AN OIL SANDS TAILINGS END PIT LAKE","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biogeochemical cycle; Tailings; Cycling; Oil sands; Environmental science; Methane; Methane emissions; Oceanography; Hydrology (agriculture); Geology; Geography; Ecology; Environmental chemistry; Geotechnical engineering; Chemistry; Forestry; Archaeology","score_opus":0.006564666887088512,"score_gpt":0.21851833907220966,"score_spread":0.21195367218512115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024483832","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7843526,0.00039325203,0.0000057364937,0.00003281005,0.00005223311,0.0000058392284,0.0003558908,0.000071858645,0.2147298],"genre_scores_gemma":[0.36260426,0.00017174247,0.00016388012,0.000025121079,0.00022734229,0.0000011666936,0.0014661825,0.000053769945,0.6352865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981364,0.000044141132,0.00026285433,0.0007889554,0.000336362,0.00043126504],"domain_scores_gemma":[0.9991156,0.000080045116,0.00023011955,0.00023592591,0.00010360932,0.00023470505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010075649,0.0004295725,0.0005323174,0.00025367778,0.000121948004,0.00008855517,0.00037803713,0.0006248268,0.031317357],"category_scores_gemma":[0.000029590385,0.00043158405,0.0001728967,0.00034307467,0.000117534466,0.00039503002,0.00008903651,0.00048917544,0.000010933898],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068377244,0.00018726915,0.07972717,0.0008861883,0.00027501312,0.00028287322,0.0007449852,0.0000047421463,0.19740093,0.000059791506,0.000064191954,0.71968305],"study_design_scores_gemma":[0.016318131,0.00021621607,0.0097629465,0.008390302,0.0028456096,0.000049981136,0.030105403,0.0013913076,0.22922662,0.0006170932,0.6943709,0.0067054457],"about_ca_topic_score_codex":0.00012637643,"about_ca_topic_score_gemma":0.0066781514,"teacher_disagreement_score":0.71297765,"about_ca_system_score_codex":0.00011555337,"about_ca_system_score_gemma":0.00011813789,"threshold_uncertainty_score":0.9998136},"labels":[],"label_agreement":null},{"id":"W3036084222","doi":"","title":"Cardiac Troponins in Critical Illness","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Abbott Diagnostics; McMaster University; Heart and Stroke Foundation of Canada; Hamilton Health Sciences; Abbott Laboratories","keywords":"Critical illness; Medicine; Troponin; Cardiology; Internal medicine; Intensive care medicine; Critically ill; Myocardial infarction","score_opus":0.020380925813252435,"score_gpt":0.29607553690179855,"score_spread":0.2756946110885461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036084222","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016223038,0.0002376178,0.000048897116,0.0010144748,0.0014158684,0.00080472557,0.0000686381,0.00008672742,0.98010004],"genre_scores_gemma":[0.04160615,0.00019489432,0.00016306994,0.00034148776,0.00020593665,0.0000040147,0.00055777974,0.0000812819,0.9568454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781835,0.0001936039,0.0002494987,0.0006310671,0.00057481835,0.00053263974],"domain_scores_gemma":[0.9988136,0.00014524822,0.00006997781,0.00045403859,0.0002659024,0.00025121256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013378743,0.00034140208,0.00078189274,0.0006135904,0.00009156366,0.00004291145,0.00026877367,0.0006157974,0.07104414],"category_scores_gemma":[0.00009990689,0.00037952873,0.0003615011,0.00085170765,0.00010357149,0.00018238701,0.00009412464,0.0010706161,0.00088541146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0117102675,0.0010259147,0.036064107,0.0043834564,0.0022481002,0.0063094106,0.0054278634,0.00006376812,0.0059579723,0.018917471,0.059380785,0.84851086],"study_design_scores_gemma":[0.0016108616,0.00022018286,0.010093454,0.00037955583,0.00031930392,0.000011326682,0.012777313,0.00008114727,0.000532193,0.000019259256,0.9734859,0.00046949103],"about_ca_topic_score_codex":0.0004511927,"about_ca_topic_score_gemma":0.00011609798,"teacher_disagreement_score":0.9141051,"about_ca_system_score_codex":0.0006197827,"about_ca_system_score_gemma":0.00047130903,"threshold_uncertainty_score":0.99989253},"labels":[],"label_agreement":null},{"id":"W3039130389","doi":"","title":"The Peripheral Immunophenotype in Neurodevelopmental Disorders","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immunophenotyping; Peripheral; Medicine; Pathology; Neuroscience; Psychology; Immunology; Internal medicine; Flow cytometry","score_opus":0.01327220936707189,"score_gpt":0.23583890965803864,"score_spread":0.22256670029096676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039130389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14409542,0.00014828115,0.000014160295,0.00053954363,0.0009785476,0.00066590175,0.000013915821,0.000104980834,0.8534393],"genre_scores_gemma":[0.22128004,0.0005238052,0.000049943654,0.000075038566,0.00004119642,0.0000054750863,0.000035851455,0.000082825216,0.7779058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721706,0.00031101872,0.0002699555,0.0008470793,0.0005615122,0.0007933973],"domain_scores_gemma":[0.9991277,0.00014468475,0.00016677081,0.00044369395,0.000016861039,0.000100273974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117988595,0.0004055311,0.0002718956,0.00024331966,0.0007269064,0.00020396539,0.0015016019,0.00023531813,0.038686965],"category_scores_gemma":[0.000077505494,0.00037768387,0.00012894985,0.0012139863,0.00029177844,0.0002982586,0.00028661021,0.00080207223,0.00041997767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026598524,0.00033780473,0.0033299378,0.00014528059,0.000057866062,0.000340834,0.0068006883,0.000024525423,0.006227677,0.026921261,0.0013591268,0.95179516],"study_design_scores_gemma":[0.0016581769,0.00023162666,0.025469098,0.000105480176,0.00002340734,0.0000065055806,0.005540039,0.00025653176,0.0031692302,0.0026926014,0.9599495,0.00089782634],"about_ca_topic_score_codex":0.00031887097,"about_ca_topic_score_gemma":0.01722031,"teacher_disagreement_score":0.9585903,"about_ca_system_score_codex":0.0003840337,"about_ca_system_score_gemma":0.00030763913,"threshold_uncertainty_score":0.9998675},"labels":[],"label_agreement":null},{"id":"W3043300565","doi":"","title":"L2 Optimized Predictive Image Coding with L∞ Bound","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Predictive coding; Computer science; Artificial intelligence; Coding (social sciences); Pattern recognition (psychology); Computer vision; Mathematics; Statistics","score_opus":0.009696310246707158,"score_gpt":0.20252249059347657,"score_spread":0.1928261803467694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043300565","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027133603,0.00001097069,0.7511384,0.00018086095,0.000047976464,0.0003095978,0.0000070678093,0.00055362337,0.2474802],"genre_scores_gemma":[0.02304754,0.000023448363,0.86984575,0.00025261997,0.000036895373,0.000008797981,0.000008806718,0.000029884011,0.10674627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986157,0.000089580186,0.00013109985,0.00054708647,0.0002584221,0.00035814647],"domain_scores_gemma":[0.99882406,0.000079529964,0.00012863603,0.000659345,0.0001379377,0.00017048062],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005546849,0.00022000814,0.00021598309,0.00013963826,0.00020908097,0.00026289665,0.0013454309,0.000070064925,0.010864007],"category_scores_gemma":[0.000010286314,0.00019642651,0.00005085323,0.00058783265,0.00014580699,0.0033591497,0.0009192273,0.00020831704,0.00013113255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040826763,0.00033763025,0.0012124091,0.00008711068,0.00024274134,0.00073987315,0.0014382638,0.00085460505,0.015918238,0.05841596,0.036732603,0.8836123],"study_design_scores_gemma":[0.009385298,0.0014964929,0.0030007337,0.00068377424,0.0001237706,0.00015567464,0.0026128846,0.16765532,0.08221685,0.010469991,0.7193831,0.0028160855],"about_ca_topic_score_codex":0.0000708724,"about_ca_topic_score_gemma":0.000006986936,"teacher_disagreement_score":0.8807962,"about_ca_system_score_codex":0.00012063827,"about_ca_system_score_gemma":0.00005230714,"threshold_uncertainty_score":0.9900402},"labels":[],"label_agreement":null},{"id":"W3044006193","doi":"","title":"THE EXPERIENCE OF HOMELESS YOUTH WITH LEARNING/DEVELOPMENTAL/ INTELLECTUAL DISABILITIES IN AN ONTARIO SCHOOL SYSTEM FROM AN INTERPRETIVE & CRITICAL APPROACH","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Intellectual disability; Pedagogy; Psychiatry","score_opus":0.041166789199697906,"score_gpt":0.3255241696890857,"score_spread":0.2843573804893878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044006193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7933872,0.000025017835,0.0006579217,0.000010479403,0.00017335868,0.0006124905,0.000034866458,0.00011678236,0.20498192],"genre_scores_gemma":[0.9179671,0.000007837898,0.0011089792,0.000013512267,0.000021982903,0.000039913466,0.00030847278,0.000030320816,0.080501914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99686956,0.001377655,0.00049426086,0.0006218783,0.00025013418,0.00038653644],"domain_scores_gemma":[0.99715376,0.0012741785,0.00030976644,0.0006900766,0.00042791062,0.00014428013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003016484,0.00032521802,0.0005307199,0.00014373673,0.0008896376,0.000026437137,0.0012004374,0.0005544374,0.011618217],"category_scores_gemma":[0.000535404,0.0002597507,0.000057688045,0.00034451435,0.0010348437,0.00030171432,0.0003121093,0.0018468454,0.00003150242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030028198,0.00028456197,0.25744352,0.00024352668,0.000084585554,0.0000038838916,0.72848064,0.0000019910788,0.000019765666,0.0014665611,0.000022919701,0.00894521],"study_design_scores_gemma":[0.00043262876,0.0003173148,0.03907248,0.0010032754,0.00005452068,4.2455179e-7,0.95447177,0.00008519794,0.00004000797,0.00001989257,0.0042344844,0.0002680062],"about_ca_topic_score_codex":0.021774987,"about_ca_topic_score_gemma":0.43380865,"teacher_disagreement_score":0.41203368,"about_ca_system_score_codex":0.002168454,"about_ca_system_score_gemma":0.0011064551,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W3046694779","doi":"10.48550/arxiv.1511.04122","title":"The Dynamical Evolution of Accreted Star Clusters in the Milky Way","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Milky Way; Globular cluster; Dwarf galaxy; Physics; Astrophysics; Astronomy; Star cluster; Galactic tide; Galaxy; Galactic halo","score_opus":0.012666371091902362,"score_gpt":0.19346528519334072,"score_spread":0.18079891410143836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046694779","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15905541,0.0001866009,0.0010834397,0.00051625376,0.00021641563,0.00024318292,0.000011679407,0.000013831877,0.8386732],"genre_scores_gemma":[0.985321,0.0000049370838,0.00006574432,0.000021624724,0.00005884082,5.101619e-7,0.000009979296,0.000005492928,0.014511886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918795,0.00015304289,0.00012407394,0.00014518887,0.00018095343,0.00020877102],"domain_scores_gemma":[0.9994412,0.00019826458,0.00007590428,0.00019162291,0.000049570368,0.000043434182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016150609,0.000115189454,0.00013558821,0.000037641577,0.000121025594,0.000020987673,0.00032260604,0.000033567558,0.0011390743],"category_scores_gemma":[0.000007570717,0.00007610559,0.00006254612,0.00028261662,0.00012943572,0.000088612884,0.00008841219,0.00014356975,0.000019095656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023560564,0.000060404866,0.95312935,0.000008264963,0.00012205906,0.000009383477,0.0021351203,0.00025674797,0.0000049959053,0.0064686583,0.0018834552,0.035685945],"study_design_scores_gemma":[0.004275898,0.0002897745,0.5157092,0.000057172736,0.00023887197,0.0000041150024,0.09146398,0.008720293,0.000039106802,0.0021688542,0.37654778,0.00048491053],"about_ca_topic_score_codex":0.0009969068,"about_ca_topic_score_gemma":0.0005204743,"teacher_disagreement_score":0.8262656,"about_ca_system_score_codex":0.00007467832,"about_ca_system_score_gemma":0.000043595894,"threshold_uncertainty_score":0.99977404},"labels":[],"label_agreement":null},{"id":"W3047676721","doi":"","title":"The Association Between Mobile Dating Apps Use, Sexually Transmitted Infections and Risky Sexual Behaviour in Ontario University Students","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Psychology; Sexually active; Mobile apps; Demography; Clinical psychology; Medicine; Computer science; Human immunodeficiency virus (HIV); Virology; World Wide Web; Sociology; Psychotherapist","score_opus":0.0237165950249983,"score_gpt":0.2747443105424538,"score_spread":0.2510277155174555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047676721","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93014896,0.00003707772,0.000038542577,0.00003268597,0.0005665761,0.00080695556,0.00011661873,0.00017192995,0.068080634],"genre_scores_gemma":[0.29790628,0.000019267807,0.0000352404,0.000015679818,0.000041817926,0.0000050050244,0.00068298617,0.000042628275,0.7012511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738955,0.00051394507,0.0003687022,0.0008379293,0.00037359577,0.0005162627],"domain_scores_gemma":[0.9984669,0.0004393055,0.00045882261,0.00037130064,0.00012388901,0.00013976391],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025884935,0.0004163106,0.0005191175,0.0003432638,0.00053300854,0.00014442619,0.00069803395,0.001021145,0.0052295253],"category_scores_gemma":[0.000029145196,0.0004809904,0.000092522336,0.00081365433,0.00008986795,0.00030277288,0.0001734159,0.0016311815,0.00004238501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016598999,0.00024851816,0.9381537,0.000017706494,0.00039663602,0.00013838641,0.008359602,0.0000019237013,0.000023044122,0.0007892304,0.00023049979,0.051474765],"study_design_scores_gemma":[0.0016795143,0.00029291547,0.7001469,0.000027096416,0.0006055578,0.0000021589926,0.056643583,0.0000016589889,0.00000773937,0.000014642248,0.24020514,0.0003730876],"about_ca_topic_score_codex":0.09091757,"about_ca_topic_score_gemma":0.72512424,"teacher_disagreement_score":0.63420665,"about_ca_system_score_codex":0.0011215108,"about_ca_system_score_gemma":0.0002107311,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W3047760837","doi":"","title":"Predictors of Weight Change in First-Year Undergraduate Students","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Medical education; Medicine","score_opus":0.021585369806418734,"score_gpt":0.27961205715547416,"score_spread":0.25802668734905543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047760837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09455184,0.0005889766,0.000011026947,0.0007512269,0.002591009,0.000902794,0.000068547684,0.000095856594,0.9004387],"genre_scores_gemma":[0.41279334,0.00063053134,0.00004509119,0.00022061556,0.00028986039,0.00001200647,0.0002468779,0.000074114185,0.5856876],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819094,0.0001613344,0.00034149637,0.0005373033,0.0003344583,0.0004344903],"domain_scores_gemma":[0.9991876,0.000072401795,0.00028908925,0.00024911645,0.00006268546,0.00013909569],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008089323,0.000326616,0.00056201575,0.00029394217,0.00009024876,0.000012793139,0.0005465406,0.00036446739,0.019442797],"category_scores_gemma":[0.000013821637,0.0003677293,0.00013519,0.00068005745,0.000050438506,0.00009365941,0.00011086124,0.00044021793,0.00026861663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015239329,0.00044023953,0.9044643,0.001347589,0.000815451,0.0005732829,0.035733193,0.000002380119,0.000004171266,0.004745523,0.010063224,0.040286724],"study_design_scores_gemma":[0.0028676633,0.00033603082,0.36378747,0.00051702396,0.0002068334,8.17443e-7,0.010229194,0.0000046543,0.000022219157,0.00008369521,0.62149996,0.0004444158],"about_ca_topic_score_codex":0.0011986532,"about_ca_topic_score_gemma":0.00646201,"teacher_disagreement_score":0.6114367,"about_ca_system_score_codex":0.00014397719,"about_ca_system_score_gemma":0.000060927472,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W3047878623","doi":"","title":"Quality in primary care and use of the emergency department among home care patients","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Primary care; Medicine; Medical emergency; Quality (philosophy); Emergency medicine; Nursing; Family medicine","score_opus":0.04507764445075742,"score_gpt":0.32031878699128263,"score_spread":0.27524114254052523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047878623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91709244,0.00028576894,0.0000021541257,0.000021008364,0.0016617012,0.0019541557,0.0006178312,0.000038182567,0.07832678],"genre_scores_gemma":[0.95007354,0.0002655555,0.00008909253,0.00008912643,0.000042946718,0.000022161485,0.00231013,0.000056272005,0.0470512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968411,0.0010964274,0.0007287599,0.00052124966,0.00044944545,0.00036302814],"domain_scores_gemma":[0.9979432,0.00013921286,0.00088979915,0.0003839267,0.0004823713,0.00016147381],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051866777,0.00031538535,0.0005153704,0.00015679556,0.0004243611,0.0000053577946,0.00028153296,0.00051200396,0.0051153074],"category_scores_gemma":[0.000057239056,0.00029908086,0.00013628781,0.0005533699,0.000050020783,0.00026495534,0.00024858178,0.00091364037,0.000013067346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027039164,0.000016931821,0.9415016,0.006043745,0.00003011171,0.0000036575423,0.023640577,0.000006426399,0.000003852259,0.00007697355,0.00019663929,0.02820909],"study_design_scores_gemma":[0.0010123295,0.00007735022,0.9324177,0.00085245614,0.000055166165,2.1402967e-8,0.042432617,0.0000017331066,0.000008073389,0.0000081621565,0.022891993,0.00024243153],"about_ca_topic_score_codex":0.0029329378,"about_ca_topic_score_gemma":0.03656657,"teacher_disagreement_score":0.03363363,"about_ca_system_score_codex":0.0011711314,"about_ca_system_score_gemma":0.00041250986,"threshold_uncertainty_score":0.9999461},"labels":[],"label_agreement":null},{"id":"W3048075362","doi":"","title":"HYBRID SYSTEMS USING SMRS: A PATH TOWARDS SUSTAINABILITY IN NUCLEAR AND CANADIAN ENERGY PRODUCTION","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Production (economics); Energy (signal processing); Path (computing); Environmental economics; Natural resource economics; Computer science; Economics; Physics; Ecology; Biology; Microeconomics","score_opus":0.00700619846632277,"score_gpt":0.18373834902631825,"score_spread":0.17673215055999547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048075362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6131762,0.001760606,0.00061894953,0.000610507,0.0006698751,0.00083257444,0.00008361907,0.00044547766,0.3818022],"genre_scores_gemma":[0.94000864,0.000053453026,0.00006223377,0.000024882222,0.00014583641,0.0000018253951,0.0002115282,0.00005789056,0.059433687],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849135,0.00003275432,0.00022498208,0.00064536533,0.00016260843,0.00044294982],"domain_scores_gemma":[0.99924415,0.000013717045,0.000103846956,0.00017526814,0.00014635216,0.00031666263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046839486,0.00032762688,0.0003820358,0.00012645565,0.00009493441,0.000057821508,0.00023712813,0.00030730103,0.0015529522],"category_scores_gemma":[0.00011644401,0.00040478035,0.00006401856,0.00041520296,0.000034747496,0.0001892792,0.000049183418,0.0004832267,0.000001963803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033447752,0.0004757826,0.00074305135,0.047195084,0.0009916155,0.0040989155,0.0077201333,0.010960767,0.64429194,0.011053743,0.0029174832,0.2662067],"study_design_scores_gemma":[0.0016681576,0.00012475977,0.000061349114,0.0018795655,0.00045869476,0.000114230366,0.019725969,0.077849366,0.15090556,0.0006356277,0.7437362,0.0028405124],"about_ca_topic_score_codex":0.042766094,"about_ca_topic_score_gemma":0.0068417853,"teacher_disagreement_score":0.74081874,"about_ca_system_score_codex":0.0011344975,"about_ca_system_score_gemma":0.00043888416,"threshold_uncertainty_score":0.9998404},"labels":[],"label_agreement":null},{"id":"W3081295241","doi":"","title":"A Subsidy Policy to Ensuring Risk-Equity in Railroad Hazmat Transportation Network: A Risk Mitigation Strategy","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsidy; Equity (law); Business; Risk management; Risk analysis (engineering); Transport engineering; Finance; Environmental planning; Engineering; Economics; Environmental science; Political science","score_opus":0.016887801380568283,"score_gpt":0.21825847517537086,"score_spread":0.20137067379480258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081295241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5823623,0.000060173537,0.00020176699,0.00026917655,0.0004012234,0.0006625913,0.00009705162,0.00021314215,0.4157326],"genre_scores_gemma":[0.9581072,0.000103489954,0.00012540873,0.00034133834,0.0013109532,0.0000071406457,0.0016715626,0.000087442066,0.038245514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997981,0.00003050624,0.00049158715,0.0006496907,0.00021743428,0.0006297427],"domain_scores_gemma":[0.99897486,0.000022125965,0.00063913263,0.00021483714,0.00007823857,0.000070782015],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001771193,0.00047652784,0.00055036886,0.00063087,0.000266971,0.00026199166,0.00046131358,0.0003153566,0.0054793614],"category_scores_gemma":[0.000020763111,0.0006042931,0.00022531548,0.0014294572,0.000029558541,0.0011626678,0.000042006897,0.0005199992,0.00030111926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024153525,0.00019951045,0.40328115,0.002048019,0.00044783184,0.00028927435,0.0072267116,0.056363005,0.00019176,0.027518505,0.0030580685,0.49696082],"study_design_scores_gemma":[0.0018139078,0.000034799334,0.6951411,0.00040296037,0.00046231103,3.423369e-7,0.00611674,0.0015809414,0.000047745783,0.0015325616,0.2918345,0.0010321054],"about_ca_topic_score_codex":0.018292438,"about_ca_topic_score_gemma":0.1818194,"teacher_disagreement_score":0.4959287,"about_ca_system_score_codex":0.00019686802,"about_ca_system_score_gemma":0.0001377415,"threshold_uncertainty_score":0.9996408},"labels":[],"label_agreement":null},{"id":"W3083815507","doi":"","title":"EXERCISE ADHERENCE POST TOTAL KNEE ARTHROPLASTY","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Total knee arthroplasty; Physical therapy; Arthroplasty; Medicine; Physical medicine and rehabilitation; Surgery","score_opus":0.010860015067243076,"score_gpt":0.21576928638920664,"score_spread":0.20490927132196357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083815507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15230851,0.00064605684,0.00004675028,0.0004363213,0.002094615,0.0013608959,0.00014257936,0.0005501614,0.84241414],"genre_scores_gemma":[0.11267133,0.00010574162,0.00069229293,0.00018573343,0.00017419549,0.0000030224842,0.0008162789,0.000118956115,0.88523245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757814,0.00006872889,0.00036291787,0.000891851,0.0005530019,0.0005453522],"domain_scores_gemma":[0.99841356,0.00006599974,0.0002789501,0.0004686109,0.00024367005,0.0005291938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004101165,0.0006599872,0.000949113,0.00026685986,0.00021110417,0.00006443982,0.00018233198,0.0005144898,0.15801446],"category_scores_gemma":[0.00006813027,0.00071368046,0.00047088717,0.0006891339,0.00011129397,0.00031347256,0.00015127438,0.0009965226,0.0026241087],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062534106,0.00038353878,0.00718148,0.0017799463,0.0006656268,0.0041171014,0.0036769367,0.000015907657,0.002537904,0.00061287126,0.0059882416,0.96678704],"study_design_scores_gemma":[0.008882732,0.0025269585,0.0737862,0.0028858432,0.0019464459,0.00020282848,0.025745891,0.00014444192,0.0018385412,0.000018956867,0.88016707,0.0018541081],"about_ca_topic_score_codex":0.00013249321,"about_ca_topic_score_gemma":0.0007055792,"teacher_disagreement_score":0.9649329,"about_ca_system_score_codex":0.00019974014,"about_ca_system_score_gemma":0.00044938966,"threshold_uncertainty_score":0.99953145},"labels":[],"label_agreement":null},{"id":"W3087809098","doi":"","title":"Movement of Goods in Canada: A State-of-the-Art Review and a Grounded Theory Investigation of Perceived Barriers","year":2020,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grounded theory; Movement (music); State (computer science); Psychology; Political science; Sociology; Aesthetics; Art; Social science; Computer science; Qualitative research","score_opus":0.025288297419326818,"score_gpt":0.24513673839608238,"score_spread":0.21984844097675557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087809098","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002744675,0.95006204,0.000007766159,0.0004981697,0.00011223997,0.0009390636,0.00008740654,0.0000046250875,0.04801422],"genre_scores_gemma":[0.00044658926,0.98562735,0.000028745751,0.00014294808,0.000008533189,0.0000013663712,0.0000014109658,0.0000063410585,0.013736699],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982204,0.0006585483,0.0003418588,0.00021984453,0.000387435,0.00017193257],"domain_scores_gemma":[0.9989004,0.0001251936,0.0006775666,0.00012250232,0.00004931128,0.00012503729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003661677,0.0001435419,0.0008113256,0.00003246008,0.00008026632,0.0000064813557,0.0005012757,0.00006360012,0.0021232746],"category_scores_gemma":[0.00011320181,0.00012094108,0.00014176662,0.0012161309,0.0004734636,0.00011391031,0.00013852566,0.00013919408,4.0398615e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065059417,0.0000054517386,0.0015965211,0.0076860874,0.00006108035,0.000005088839,0.0044486295,9.3479014e-7,7.604379e-7,0.0058071115,0.00048523291,0.9798966],"study_design_scores_gemma":[0.00012005079,0.000019908563,0.0012296179,0.0074285218,0.00025916507,1.2223481e-7,0.0049713003,9.762117e-7,7.537192e-7,0.00047425777,0.98536164,0.00013369662],"about_ca_topic_score_codex":0.6739842,"about_ca_topic_score_gemma":0.92233485,"teacher_disagreement_score":0.9848764,"about_ca_system_score_codex":0.0006338815,"about_ca_system_score_gemma":0.0045253155,"threshold_uncertainty_score":0.9987889},"labels":[],"label_agreement":null},{"id":"W3092103515","doi":"10.1098/rspb.2019.2750rspb20192750","title":"Coordinated changes across the O 2 transport pathway underlie adaptive increases in thermogenic capacity in high-altitude deer mice: High-altitude adaptation in deer mice","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Institutes of Health; National Science Foundation","keywords":"Adaptation (eye); Effects of high altitude on humans; Altitude (triangle); Biology; Ecology; Neuroscience; Anatomy","score_opus":0.025673046727302754,"score_gpt":0.20437342356281343,"score_spread":0.17870037683551068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092103515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99532086,0.0003454199,0.00088066247,0.0007002275,0.00005649388,0.00049143616,0.0001315906,0.00002615627,0.002047178],"genre_scores_gemma":[0.99648774,0.00014917449,0.00030320106,0.000690409,0.00008035775,0.000008844793,0.00014037939,0.00003411257,0.00210576],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998121,0.0002644604,0.0002676571,0.00063732173,0.00019008432,0.00051943643],"domain_scores_gemma":[0.9993881,0.00004085387,0.00011987415,0.00023786988,0.00007618508,0.00013713878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018957148,0.0003244697,0.0003395028,0.000092293325,0.00010595514,0.00002686822,0.00050290534,0.00029817436,0.0009636973],"category_scores_gemma":[0.000024052624,0.00030851184,0.00008947033,0.00072195806,0.00015753775,0.0000376229,0.00015465429,0.0003519326,0.000019995001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007124577,0.0016768578,0.34903994,0.00032317635,0.00078896637,0.0017073086,0.016693916,0.018003223,0.5591201,0.0036929394,0.0003365609,0.041492388],"study_design_scores_gemma":[0.018994913,0.0016338938,0.7947824,0.0003136401,0.00022180345,0.000025827829,0.02033238,0.0018979735,0.08932,0.00018412786,0.06994698,0.0023460796],"about_ca_topic_score_codex":0.0059720236,"about_ca_topic_score_gemma":0.17282188,"teacher_disagreement_score":0.46980014,"about_ca_system_score_codex":0.00013692088,"about_ca_system_score_gemma":0.00013500096,"threshold_uncertainty_score":0.9999496},"labels":[],"label_agreement":null},{"id":"W3092383616","doi":"","title":"The Electrodynamics of Quantum Materials: Quasicrystals, Semimetals, and Poor Metals","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Sciences and Engineering; University of California, San Diego; Army Research Office; Natural Sciences and Engineering Research Council of Canada; Iowa State University; U.S. Department of Energy","keywords":"Quasicrystal; Semimetal; Physics; Condensed matter physics; Quantum electrodynamics; Theoretical physics; Quantum mechanics; Band gap","score_opus":0.007806566693140711,"score_gpt":0.19636413512310838,"score_spread":0.18855756842996768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092383616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91750234,0.004410707,0.00012170729,0.00008703324,0.0017433749,0.00076488423,0.00037019857,0.0000838573,0.07491589],"genre_scores_gemma":[0.56481755,0.0007624999,0.00012169836,0.000028106571,0.000067839275,0.0000017702529,0.0001557923,0.000063704676,0.43398103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979592,0.00027115145,0.00042629926,0.0005263385,0.0003640873,0.0004529443],"domain_scores_gemma":[0.9986377,0.00013575717,0.0005911706,0.00039738175,0.00015235602,0.000085628526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003237147,0.0004324898,0.0006825529,0.00010028538,0.00030782068,0.00022606323,0.0006783786,0.00031882737,0.016118973],"category_scores_gemma":[0.00003319281,0.00031526826,0.00014679095,0.00023321512,0.00018296037,0.0002571153,0.00016846062,0.00021718351,0.00004038776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009877819,0.000025047944,0.000018430923,0.0006803305,0.0001626508,0.000013063643,0.00056207,0.00001747885,0.96068823,0.013786954,0.0003264956,0.022731435],"study_design_scores_gemma":[0.0010533466,0.0005491865,0.00043819606,0.0004025569,0.00066776754,0.000025217874,0.011641825,0.00029959792,0.5286295,0.0015928731,0.45357653,0.0011234576],"about_ca_topic_score_codex":0.0006057712,"about_ca_topic_score_gemma":0.0005932179,"teacher_disagreement_score":0.45325002,"about_ca_system_score_codex":0.00008568429,"about_ca_system_score_gemma":0.0001523262,"threshold_uncertainty_score":0.99992996},"labels":[],"label_agreement":null},{"id":"W3093380383","doi":"","title":"Health Vulnerability to Extreme Heat Events in Hamilton, Ontario","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extreme heat; Vulnerability (computing); Geography; Climatology; Environmental science; Climate change; Computer science; Geology; Computer security; Oceanography","score_opus":0.05397739218142816,"score_gpt":0.26792647693535476,"score_spread":0.2139490847539266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093380383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42977628,0.000045384688,0.000032523905,0.0019489997,0.0004779927,0.0012202049,0.00003831674,0.00006245522,0.56639785],"genre_scores_gemma":[0.0857263,0.00009746417,0.00045743783,0.0033173156,0.00007812291,0.000006242162,0.00054053974,0.00006495013,0.9097116],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764436,0.00015437714,0.0003481689,0.0007856049,0.00038751366,0.0006799976],"domain_scores_gemma":[0.99882203,0.000029106943,0.00012525031,0.00031442047,0.0000118841035,0.00069728063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017477911,0.00036063977,0.0005324528,0.000120473975,0.00017894653,0.000018176272,0.00044463188,0.00022778497,0.24204636],"category_scores_gemma":[0.000014926355,0.00041964895,0.000100259014,0.00072477426,0.000024563895,0.00023121902,0.00016386651,0.0005577435,0.0012367715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016184082,0.00053976156,0.57569134,0.00080294267,0.000034742967,0.00029573063,0.07653362,0.0005569366,0.00037428405,0.00004315974,0.024902806,0.3186063],"study_design_scores_gemma":[0.00080307975,0.0002934399,0.38116378,0.00031992944,0.000017905786,0.000003008617,0.0027283567,0.000037837686,0.000035707766,0.000055233824,0.6140738,0.0004678982],"about_ca_topic_score_codex":0.12967335,"about_ca_topic_score_gemma":0.9071702,"teacher_disagreement_score":0.7774968,"about_ca_system_score_codex":0.004052276,"about_ca_system_score_gemma":0.00018459374,"threshold_uncertainty_score":0.99982554},"labels":[],"label_agreement":null},{"id":"W3101826992","doi":"","title":"Design and systems-level performance analysis of petroleum coke conversion strategies","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coke; Petroleum; Petroleum coke; Petroleum engineering; Engineering; Process engineering; Environmental science; Waste management; Geology","score_opus":0.03919698496070144,"score_gpt":0.22912782049269573,"score_spread":0.1899308355319943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101826992","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23346418,0.00045743302,0.0017408261,0.00004537234,0.00029117652,0.00040121345,0.00008940401,0.000096405405,0.76341397],"genre_scores_gemma":[0.5632158,0.00026639365,0.000055830442,0.000005670824,0.000026613203,0.0000013268585,0.0003298628,0.000022689857,0.43607584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838716,0.00018429151,0.00025870115,0.00044639144,0.00043406684,0.00028939656],"domain_scores_gemma":[0.99906695,0.000113157796,0.00023975655,0.00022218502,0.00020786464,0.00015009573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008838356,0.00030063026,0.00063977495,0.00052958523,0.00014420568,0.000101290585,0.00039744747,0.00035571036,0.018122569],"category_scores_gemma":[0.000008473565,0.00031528698,0.00015314322,0.0013735831,0.00008500286,0.00027816984,0.00011416815,0.0003922633,0.00002787595],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013155534,0.00036226225,0.011898997,0.0077692876,0.019297974,0.00091172423,0.008305506,0.24248794,0.00764222,0.025692888,0.0029571827,0.6595185],"study_design_scores_gemma":[0.0029781351,0.0011944172,0.013569155,0.00070865627,0.006889701,0.00000643231,0.11517094,0.2538066,0.005819946,0.00002302631,0.59816444,0.0016685495],"about_ca_topic_score_codex":0.0014545432,"about_ca_topic_score_gemma":0.00054068054,"teacher_disagreement_score":0.65784997,"about_ca_system_score_codex":0.00011698692,"about_ca_system_score_gemma":0.00025364276,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W3106235604","doi":"","title":"Understanding the Influence of Geography on the Delivery of the Nurse-Family Partnership Program in British Columbia, Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Geography; Medicine; Nursing; Business; Finance","score_opus":0.044046495674478395,"score_gpt":0.2920988185873792,"score_spread":0.2480523229129008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106235604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7450787,0.00015124948,6.289563e-7,0.00049915846,0.00035823917,0.0021909368,0.0000694904,0.00002987188,0.25162175],"genre_scores_gemma":[0.93416524,0.000078990925,0.000010654427,0.00093984406,0.000033686923,0.000018897721,0.000039434868,0.0000324566,0.06468078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677825,0.0010240655,0.00057702285,0.00037960242,0.0006531588,0.0005879179],"domain_scores_gemma":[0.9975701,0.0007990644,0.00081048516,0.00047503726,0.00022890496,0.000116383046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002592587,0.00022637946,0.0004602717,0.000055818346,0.0008144601,0.00003238535,0.0011551952,0.00034410125,0.0030131047],"category_scores_gemma":[0.0000871743,0.00020983529,0.0001629932,0.0015160107,0.00023991344,0.00008159502,0.000094270974,0.001347927,0.0000040724476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056300574,0.00017262653,0.9402537,0.0024882755,0.00024260508,0.0001037453,0.009915803,0.0006600966,0.000015883164,0.0041500945,0.02329252,0.018141694],"study_design_scores_gemma":[0.00076483464,0.00015240285,0.52006614,0.006816548,0.00013689949,4.872266e-7,0.31468877,0.00004338984,0.0000048856627,0.00027250202,0.15676259,0.00029058856],"about_ca_topic_score_codex":0.8506559,"about_ca_topic_score_gemma":0.99484843,"teacher_disagreement_score":0.42018753,"about_ca_system_score_codex":0.00083649455,"about_ca_system_score_gemma":0.0019336026,"threshold_uncertainty_score":0.9978983},"labels":[],"label_agreement":null},{"id":"W3108443098","doi":"","title":"Machine Learning Approach on Evaluating Predictive Factors of Fall-Related Injuries","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Machine learning; Artificial intelligence; Computer science; Psychology","score_opus":0.028649765081261134,"score_gpt":0.3103621461393926,"score_spread":0.28171238105813146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108443098","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37328264,0.000093810144,0.00012284706,0.000005416215,0.0007116184,0.00078151835,0.00009577062,0.00013907695,0.6247673],"genre_scores_gemma":[0.32058078,0.000071652175,0.00035445136,0.000015666097,0.00011466931,0.000005875293,0.0025973811,0.0000715913,0.67618793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967136,0.0010816938,0.0005991503,0.0006226639,0.00049889,0.00048399423],"domain_scores_gemma":[0.9977536,0.00021747472,0.0012192748,0.0002995503,0.00038658778,0.00012349505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042604035,0.00044772905,0.0006646966,0.00035272242,0.000786276,0.000011763533,0.00040300365,0.00093016535,0.007965944],"category_scores_gemma":[0.00012509243,0.00044378135,0.00023520933,0.0005742876,0.000100336685,0.00021759709,0.0001232236,0.0016923558,0.0001202252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014515333,0.0039391955,0.3991261,0.01345346,0.0050805593,0.00003972966,0.19699265,0.00039038382,0.008436109,0.013802819,0.0042272443,0.3399964],"study_design_scores_gemma":[0.011660012,0.005325146,0.559424,0.008755679,0.0024028122,0.0000012363909,0.2569845,0.013978805,0.0001888712,0.0012609862,0.13745718,0.0025607583],"about_ca_topic_score_codex":0.0005011509,"about_ca_topic_score_gemma":0.00058411394,"teacher_disagreement_score":0.33743566,"about_ca_system_score_codex":0.00030333002,"about_ca_system_score_gemma":0.0002747695,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W3109599502","doi":"","title":"An in vitro and ex vivo Photodynamic Therapy Study of Methylene Blue and Natural Extracts in Association with Nail Penetration Carrier Against Trichophyton rubrum Infections","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Trichophyton rubrum; Methylene blue; Photodynamic therapy; Ex vivo; Trichophyton; Penetration (warfare); Nail (fastener); In vitro; In vivo; Dermatology; Medicine; Microbiology; Chemistry; Biology; Materials science; Antifungal; Biotechnology; Organic chemistry; Biochemistry","score_opus":0.005759115473230163,"score_gpt":0.22997826076120892,"score_spread":0.22421914528797876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109599502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305844,0.00039704173,0.0000014064025,0.0000064963638,0.00010065679,0.0012580209,0.000037314676,0.000016102102,0.0051245173],"genre_scores_gemma":[0.98077875,0.00033667544,0.000021743112,0.000014498692,0.000012981916,0.0000052474074,0.0003711191,0.000027958173,0.018431028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.00014389073,0.00020798891,0.00040645644,0.00025494208,0.00018126717],"domain_scores_gemma":[0.99932045,0.000054135275,0.00026947827,0.00016368076,0.00010653771,0.00008570418],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007457612,0.00026036476,0.0004517925,0.0004897731,0.00004994966,0.000028969143,0.000052831194,0.00021332376,0.0002980873],"category_scores_gemma":[0.000010355575,0.00024549844,0.00004514421,0.0005538498,0.00001455161,0.00030677966,0.000011073891,0.00028628603,6.101354e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008630616,0.0031927482,0.8056315,0.00028057446,0.00064972835,0.0002322152,0.0061402316,0.000102544815,0.05191634,0.0000038613352,0.0000033321726,0.1232163],"study_design_scores_gemma":[0.017251188,0.0020257318,0.95882976,0.00023373544,0.0004594011,0.0000026911887,0.015491093,0.0005258804,0.0046092677,0.0000030725587,0.00025727708,0.00031092754],"about_ca_topic_score_codex":0.0014355584,"about_ca_topic_score_gemma":0.011953469,"teacher_disagreement_score":0.15319823,"about_ca_system_score_codex":0.0003923609,"about_ca_system_score_gemma":0.00013313643,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W3110366672","doi":"","title":"Ecohydrological controls of natural and restored lichen and moss CO2 exchange on a rock barrens landscape","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lichen; Moss; Natural (archaeology); Geography; Earth science; Physical geography; Ecology; Geology; Environmental science; Archaeology; Biology","score_opus":0.008257787060713225,"score_gpt":0.1914862795269912,"score_spread":0.18322849246627798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110366672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7392723,0.00024715363,0.0000062745016,0.00019551595,0.00012979409,0.00027104004,0.000042242977,0.000030509325,0.2598052],"genre_scores_gemma":[0.9004758,0.00017129134,0.000043267966,0.00014159613,0.000040520936,0.0000015615504,0.00017696332,0.000014666962,0.09893431],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890476,0.00008211858,0.00014536208,0.00047699604,0.00015399022,0.00023678344],"domain_scores_gemma":[0.99948597,0.00007924026,0.0001518987,0.00012142291,0.000009538231,0.0001519267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004793496,0.00024425858,0.00041686537,0.000058228667,0.000093940034,0.000020329539,0.00019622664,0.00028558847,0.019991042],"category_scores_gemma":[0.00001891208,0.0002192556,0.00006218174,0.000156631,0.00007274943,0.000083318475,0.0001590536,0.0002768107,0.000028747814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015303332,0.00059221254,0.662164,0.0009254967,0.0008992729,0.0017681422,0.011742918,0.0005226624,0.013215929,0.0012801999,0.023960885,0.26762497],"study_design_scores_gemma":[0.007790565,0.0023494246,0.48508942,0.0001525023,0.00043779478,0.000029524754,0.002229499,0.006556417,0.0004209795,0.00020139084,0.49358606,0.0011564104],"about_ca_topic_score_codex":0.00009513494,"about_ca_topic_score_gemma":0.0017158202,"teacher_disagreement_score":0.4696252,"about_ca_system_score_codex":0.000046096,"about_ca_system_score_gemma":0.000010778438,"threshold_uncertainty_score":0.9809048},"labels":[],"label_agreement":null},{"id":"W3113003329","doi":"","title":"Group Differences in the Processing of Emotion-Laden Linguistic Stimuli","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Linguistics; Psychology; Group (periodic table); Cognitive psychology; Communication; Philosophy","score_opus":0.023769760893411634,"score_gpt":0.25969224213886477,"score_spread":0.23592248124545315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113003329","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25107667,0.00053974276,0.0002723624,0.000014168756,0.0008344366,0.00041026322,0.000024370196,0.000031230495,0.7467968],"genre_scores_gemma":[0.718576,0.000014164403,0.000038964095,0.000035894915,0.00009399815,0.000002196269,0.00023392956,0.000019773974,0.28098506],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985588,0.00027244366,0.00025154877,0.0004030971,0.00026628285,0.00024781234],"domain_scores_gemma":[0.9991515,0.00012475315,0.00032374286,0.00025708476,0.00010988163,0.000033017033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012926334,0.00025309986,0.00036554344,0.00024915885,0.00007838143,0.00004330249,0.0005216921,0.00031256967,0.027851392],"category_scores_gemma":[0.000028208122,0.00020968179,0.00012194374,0.0005306517,0.000053709187,0.00008826787,0.00002445687,0.00039713748,0.000109461216],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011139637,0.000793161,0.014819244,0.0014313662,0.00030414455,0.00038666,0.12493918,0.0000039493293,0.0002563402,0.013768269,0.00030873384,0.84187496],"study_design_scores_gemma":[0.0058599757,0.00087498367,0.27665198,0.002586971,0.0015837295,0.000023738416,0.67001945,0.00026031467,0.00012154585,0.0027196256,0.037642095,0.0016555976],"about_ca_topic_score_codex":0.00049024046,"about_ca_topic_score_gemma":0.0009294067,"teacher_disagreement_score":0.8402194,"about_ca_system_score_codex":0.00004464126,"about_ca_system_score_gemma":0.000057774836,"threshold_uncertainty_score":0.9730373},"labels":[],"label_agreement":null},{"id":"W3120503068","doi":"","title":"The Policy Shift: The Legalization of Cannabis and its Impact on Canines in Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legalization; Cannabis; Medicine; Political science; Psychiatry","score_opus":0.009365929983118837,"score_gpt":0.25370255689384413,"score_spread":0.2443366269107253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120503068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.618119,0.0016426274,0.0000017260944,0.05700208,0.0003179618,0.001650209,0.00019172025,0.000022494754,0.3210522],"genre_scores_gemma":[0.5711887,0.000203897,5.00902e-7,0.0001589948,0.00007596614,0.0000026879445,0.00008379899,0.000024754885,0.42826074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987074,0.00010053225,0.00019715958,0.00026284764,0.0004356434,0.00029638864],"domain_scores_gemma":[0.99932,0.00002053886,0.00014510188,0.00020398301,0.00014642946,0.00016400396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007962463,0.00022868399,0.0003207268,0.00015858261,0.00014905096,0.000033305776,0.00025078276,0.00010924425,0.0023526307],"category_scores_gemma":[0.00008142433,0.00014115573,0.00009084146,0.00092270947,0.000047841084,0.00005200529,0.00005254062,0.00040837043,0.0000017112718],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015699476,0.0002674325,0.043151144,0.0036871429,0.0014446059,0.0014682504,0.01718742,0.0009888014,0.0016083654,0.030526431,0.3300431,0.55392784],"study_design_scores_gemma":[0.0013515828,0.0003941122,0.27165318,0.00032248165,0.00013005754,0.0000086861,0.010353921,0.0005530003,0.0010607099,0.000029507608,0.7138718,0.00027095014],"about_ca_topic_score_codex":0.8448168,"about_ca_topic_score_gemma":0.97488314,"teacher_disagreement_score":0.5536569,"about_ca_system_score_codex":0.0009989801,"about_ca_system_score_gemma":0.0055225366,"threshold_uncertainty_score":0.99855936},"labels":[],"label_agreement":null},{"id":"W3123832812","doi":"","title":"A comparison of different heating and cooling energy delivery systems and the Integrated Community Energy and Harvesting system in heating dominant communities","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Heating system; Energy system; Environmental science; Nuclear engineering; Mechanical engineering; Engineering; Mathematics; Statistics","score_opus":0.013997594713775314,"score_gpt":0.19477651414168415,"score_spread":0.18077891942790883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123832812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947181,0.0051633874,0.0067939693,0.000005082281,0.00043169566,0.00039976186,0.00003867819,0.0002361412,0.039750315],"genre_scores_gemma":[0.9965123,0.00034845708,0.00016646362,0.0000053875683,0.0000254206,0.000009097134,0.00029399383,0.00006980209,0.0025691132],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975638,0.0010859871,0.00068986736,0.00021344857,0.00017726794,0.00026967586],"domain_scores_gemma":[0.99852085,0.00064674765,0.00036116014,0.00023056229,0.00015289092,0.00008780076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025937587,0.0004818852,0.0010946908,0.00030054201,0.00039358228,0.00016968255,0.00026829157,0.000327067,0.000021679867],"category_scores_gemma":[0.000027415683,0.00042286896,0.000055462824,0.00041982732,0.00015586399,0.0002082819,0.00014428455,0.0007106015,8.281456e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027376611,0.00015687587,0.012504434,0.022128912,0.0016533603,0.00009470238,0.14129667,0.5958756,0.0049398188,0.06616229,0.000050205792,0.15239945],"study_design_scores_gemma":[0.001206771,0.000052530988,0.00014972793,0.0045433477,0.00012436222,0.000013381669,0.27411184,0.7183559,0.0006950658,0.0000035768016,0.00044578654,0.00029771816],"about_ca_topic_score_codex":0.07046229,"about_ca_topic_score_gemma":0.05446146,"teacher_disagreement_score":0.15210173,"about_ca_system_score_codex":0.00025628053,"about_ca_system_score_gemma":0.000033693133,"threshold_uncertainty_score":0.9998223},"labels":[],"label_agreement":null},{"id":"W3123980484","doi":"","title":"Financial Disclosure and Customer Satisfaction: Do Companies Talking the Talk Actually Walk the Walk?","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Finance; Customer satisfaction; Marketing; Advertising","score_opus":0.021983273661428354,"score_gpt":0.2062004259987239,"score_spread":0.18421715233729555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123980484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64294964,0.00025549083,0.00015327222,0.005705715,0.00076677656,0.00042172978,0.000009804179,0.00017175164,0.34956583],"genre_scores_gemma":[0.9647183,0.000011060291,0.00002972895,0.0021409786,0.00076646183,0.0000015392512,0.0000072765024,0.000020133513,0.03230453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988251,0.00006124276,0.00016685613,0.00030405135,0.00033206493,0.00031070574],"domain_scores_gemma":[0.99928653,0.000076934935,0.00016831781,0.00030380898,0.00013440721,0.000029982928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033044588,0.00023530639,0.00020504116,0.00009064132,0.0006678168,0.0005062286,0.00044693795,0.00009667323,0.008878628],"category_scores_gemma":[0.000033047225,0.0001564697,0.000086063206,0.000688572,0.00021320645,0.0011889456,0.000518668,0.0003016217,0.00022907509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006265194,0.0001400279,0.13952692,0.00034804665,0.00024368879,0.0001733902,0.009820954,0.00054561644,0.000059022754,0.14950547,0.033912957,0.6650974],"study_design_scores_gemma":[0.0007678058,0.000012527971,0.04837799,0.00003281074,0.00013948475,0.000011579426,0.014539663,0.000302888,0.000003592761,0.00091369404,0.934636,0.00026197504],"about_ca_topic_score_codex":0.0028122605,"about_ca_topic_score_gemma":0.008469253,"teacher_disagreement_score":0.90072304,"about_ca_system_score_codex":0.00005503532,"about_ca_system_score_gemma":0.00004104489,"threshold_uncertainty_score":0.9920274},"labels":[],"label_agreement":null},{"id":"W3125001475","doi":"","title":"Distinguishing Between the Board and Management in Company Mission Implications for Corporate Governance","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Corporate governance; Business; On board; Accounting; Senior management; Management; Public relations; Political science; Engineering; Finance; Economics","score_opus":0.026512145527074284,"score_gpt":0.20637415028458944,"score_spread":0.17986200475751515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125001475","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1078088,0.00015228805,0.0024642786,0.025670955,0.0001240147,0.0009843368,0.00003747919,0.0001308356,0.862627],"genre_scores_gemma":[0.955474,0.000018516834,0.0006142625,0.0006023216,0.00040223732,0.0000012743848,0.000031506297,0.000012650396,0.042843223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995458,0.0000055833034,0.00008946201,0.00017126516,0.000059666112,0.00012820546],"domain_scores_gemma":[0.9997083,0.000020799154,0.00013167036,0.0000809818,0.000048184847,0.00001009694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058266865,0.000089975554,0.000079232996,0.000026369305,0.00028910403,0.00015419304,0.0001924976,0.000031463926,0.0010664904],"category_scores_gemma":[0.000007916196,0.00007546706,0.00002154518,0.00030146417,0.000041104075,0.00045646908,0.00011365634,0.00006408487,0.000017098846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003431544,0.00004116029,0.17169303,0.00011654215,0.000036345347,0.0000036519584,0.000097067204,0.00028028392,0.000030415025,0.62340015,0.004783193,0.19948386],"study_design_scores_gemma":[0.00037201578,0.0000021515964,0.28655785,0.000024390161,0.00003581206,1.7696077e-7,0.00026664097,0.00027021163,0.0000035126536,0.0016344102,0.7107417,0.000091107846],"about_ca_topic_score_codex":0.000058747195,"about_ca_topic_score_gemma":0.00034588078,"teacher_disagreement_score":0.8476652,"about_ca_system_score_codex":0.000037427802,"about_ca_system_score_gemma":0.0000045246993,"threshold_uncertainty_score":0.9998467},"labels":[],"label_agreement":null},{"id":"W3126096750","doi":"","title":"Geographic Disparity in Premature Mortality in Ontario, 1992-1996","year":2003,"lang":"en","type":"preprint","venue":"MacSphere (McMaster University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Census; Population; Demography; Mortality rate; Public health; Medicine; Geography; Environmental health","score_opus":0.029533568217955705,"score_gpt":0.266765886272564,"score_spread":0.23723231805460826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126096750","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39779776,0.0002544633,0.000020087888,0.00096137373,0.0008031879,0.0008469864,0.000037782087,0.00006920626,0.59920913],"genre_scores_gemma":[0.7624412,0.00051966833,0.00039472268,0.0012431517,0.00011020327,0.000009892552,0.000057736223,0.00003754128,0.23518588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963472,0.00084105396,0.00043994,0.00082244107,0.0005235462,0.0010258276],"domain_scores_gemma":[0.9987459,0.00012100001,0.00022706324,0.0005014849,0.000052391868,0.0003521631],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084300886,0.0003910785,0.00071581086,0.00035763957,0.00028314572,0.00014508802,0.0008473677,0.0009994112,0.03988842],"category_scores_gemma":[0.00006774288,0.00046712335,0.00025983105,0.00080741226,0.00028785857,0.00030492147,0.00056683,0.002080957,0.00001607261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003558944,0.00013971915,0.9810826,0.0003018982,0.000032343356,0.00020989992,0.004335282,0.00015390049,9.1719095e-8,0.010720179,0.00028885223,0.0026996026],"study_design_scores_gemma":[0.00045317132,0.0000075311846,0.6894575,0.00031871576,0.000028606762,2.8945087e-7,0.0028131993,0.000010147677,3.7636204e-7,0.0018044442,0.3047557,0.00035035133],"about_ca_topic_score_codex":0.9262953,"about_ca_topic_score_gemma":0.9971238,"teacher_disagreement_score":0.36464345,"about_ca_system_score_codex":0.0019236812,"about_ca_system_score_gemma":0.0015578406,"threshold_uncertainty_score":0.99977803},"labels":[],"label_agreement":null},{"id":"W3128453502","doi":"","title":"\"Giving Dignity to Suffering\": 'Dirty Work' and Emotion Management among Frontline Caseworkers","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Work (physics); Psychology; Business; Engineering; Political science; Law","score_opus":0.025402225384272496,"score_gpt":0.2927073481353604,"score_spread":0.2673051227510879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128453502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45110145,0.000065052285,0.00040844522,0.00022712217,0.0011450364,0.0011115551,0.000018499624,0.00016715571,0.5457557],"genre_scores_gemma":[0.1075864,0.00010623967,0.0004726761,0.00013259734,0.00025864944,0.00001253018,0.00018709559,0.000062560444,0.89118123],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979004,0.00020418824,0.0003421748,0.0006631923,0.00027888714,0.0006111219],"domain_scores_gemma":[0.99892485,0.00008886003,0.00027515338,0.00030473722,0.00017090977,0.00023549506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000218029,0.00043521525,0.00047458804,0.00030089947,0.0011849486,0.000033738197,0.00026976498,0.00040343468,0.022639284],"category_scores_gemma":[0.000022936518,0.00045392572,0.000102801234,0.000524893,0.000066327804,0.00020910731,0.00042085364,0.00057684316,0.00017403105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011513404,0.000098421566,0.5093603,0.002062668,0.0007260207,0.00021808593,0.016855402,0.0000052930986,0.0000091157035,0.0008146987,0.03464206,0.4340566],"study_design_scores_gemma":[0.00091696385,0.00010121284,0.46658364,0.0017346278,0.00028953026,1.8121433e-7,0.036253948,0.000004719307,0.000009575889,0.000056853034,0.4935301,0.0005186604],"about_ca_topic_score_codex":0.00060263166,"about_ca_topic_score_gemma":0.011654403,"teacher_disagreement_score":0.45888802,"about_ca_system_score_codex":0.00037436388,"about_ca_system_score_gemma":0.000038072765,"threshold_uncertainty_score":0.99979126},"labels":[],"label_agreement":null},{"id":"W3133490861","doi":"","title":"Understanding Competence Committee Implementation and Decision-Making Practices in the Era of Competency-Based Medical Education","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Medical education; Engineering ethics; Psychology; Medicine; Knowledge management; Engineering; Computer science; Social psychology","score_opus":0.037946290615905286,"score_gpt":0.3475025487507863,"score_spread":0.309556258134881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133490861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6162146,0.0010702193,0.013162949,0.013852405,0.0023846175,0.0024703445,0.000023367926,0.00007435742,0.35074714],"genre_scores_gemma":[0.9628766,0.00018823435,0.030558312,0.0021904577,0.00014902101,0.000010267883,0.0012801461,0.00003834047,0.002708624],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99790466,0.00020112991,0.0004683486,0.00036187243,0.0008755107,0.00018848476],"domain_scores_gemma":[0.9980216,0.0005336663,0.0007707255,0.00029681352,0.0003220427,0.00005515154],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005887559,0.0002038953,0.00034739406,0.0003579072,0.00016064764,0.00004738336,0.00029124305,0.0002714483,0.018576924],"category_scores_gemma":[0.0007459564,0.00018833423,0.00006642295,0.0013280876,0.00012217827,0.00019885639,0.000039102528,0.00084729353,0.0000023851685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037120064,0.0005768723,0.026688578,0.0009853768,0.00008384639,0.00008621631,0.0042962763,0.000009207078,0.00005840475,0.03221617,0.0019260322,0.9327018],"study_design_scores_gemma":[0.004815102,0.00042440536,0.10875391,0.014937474,0.00091496593,0.00011933568,0.8305004,0.0037317674,0.00012543559,0.0065455213,0.028423173,0.0007084828],"about_ca_topic_score_codex":0.00020741609,"about_ca_topic_score_gemma":0.005043193,"teacher_disagreement_score":0.93199337,"about_ca_system_score_codex":0.00040108644,"about_ca_system_score_gemma":0.004398905,"threshold_uncertainty_score":0.98232025},"labels":[],"label_agreement":null},{"id":"W3135552034","doi":"","title":"Changing Landscapes: Impacts of Health Care System Transformation in Rural and Indigenous Communities in Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; Transformation (genetics); Environmental planning; Economic growth; Political science; Economics; Ecology","score_opus":0.010480294266130577,"score_gpt":0.2218710705836466,"score_spread":0.21139077631751602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135552034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8706817,0.0011420214,0.000004034818,0.00014049312,0.00018019787,0.0003529324,0.000048134425,0.000012642737,0.12743782],"genre_scores_gemma":[0.9976004,0.00038933562,0.000006797042,0.000025704696,0.000016466294,7.178078e-7,0.00006987192,0.000005663494,0.0018850429],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988863,0.0002200625,0.00020051109,0.000094516865,0.00028776226,0.00031085193],"domain_scores_gemma":[0.99956095,0.000037893595,0.00023936229,0.00004748492,0.0000370134,0.00007727807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016793075,0.00010986769,0.0002910491,0.00012903784,0.0002590533,0.000026384821,0.0002312107,0.00009118304,0.00028447897],"category_scores_gemma":[0.0000052620335,0.0001270322,0.000028389344,0.0007645064,0.000031721,0.0002214801,0.000015866659,0.00016325882,3.3316985e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031602194,0.0000040889677,0.020974426,0.0005450883,0.000006146788,0.000009364743,0.84626436,0.000017947237,6.330663e-7,0.00090188923,0.000007562712,0.13123691],"study_design_scores_gemma":[0.0002566331,0.000024676421,0.015054168,0.0006033717,0.0000056819053,1.3929386e-7,0.97461647,0.000029611307,0.0000046295168,0.0000026722082,0.0092884395,0.00011350956],"about_ca_topic_score_codex":0.9942529,"about_ca_topic_score_gemma":0.9998409,"teacher_disagreement_score":0.1311234,"about_ca_system_score_codex":0.0016595991,"about_ca_system_score_gemma":0.002525841,"threshold_uncertainty_score":0.5180223},"labels":[],"label_agreement":null},{"id":"W3136318980","doi":"","title":"Placing Immigration, Settlement and Integration in a Canadian City","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Immigration; Geography; Economic geography; Political science; Archaeology; Computer science; World Wide Web","score_opus":0.01397681111390572,"score_gpt":0.231987655020303,"score_spread":0.21801084390639727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136318980","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21105193,0.00021359965,0.000087945235,0.00049075653,0.00041262235,0.00040358212,0.00004567809,0.000030358613,0.7872635],"genre_scores_gemma":[0.40054932,0.00039711135,0.00013066301,0.000101186786,0.0001347481,0.000003104317,0.0008045339,0.000014198965,0.59786516],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987311,0.0001910027,0.00019952007,0.0003683201,0.00016201091,0.00034808507],"domain_scores_gemma":[0.9993605,0.00004032679,0.00012335574,0.00011004754,0.00013465455,0.0002311269],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029540868,0.00017565575,0.00021230779,0.00031803938,0.0004636589,0.00015189798,0.00016014783,0.0002464197,0.03529936],"category_scores_gemma":[0.000045813627,0.00022765543,0.00004919705,0.00049624156,0.000048356058,0.00040660315,0.000017299963,0.00024166325,0.000013151894],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016758559,0.00013498262,0.16569181,0.00022292334,0.00013142482,0.00016498624,0.39736682,0.0000598172,0.00014100093,0.035630215,0.0054470017,0.39484143],"study_design_scores_gemma":[0.00058765366,0.000048127153,0.040818166,0.0003171173,0.000069924085,7.8393634e-7,0.36027354,0.00017429254,0.00013175882,0.0003822564,0.59663343,0.00056294614],"about_ca_topic_score_codex":0.7572534,"about_ca_topic_score_gemma":0.9995973,"teacher_disagreement_score":0.5911864,"about_ca_system_score_codex":0.0008281432,"about_ca_system_score_gemma":0.0010200487,"threshold_uncertainty_score":0.9655825},"labels":[],"label_agreement":null},{"id":"W3136534614","doi":"","title":"Perinatal Determinants of Mental Disorders Identifying Risk Factors and Testing the Effectiveness of Early Interventions on Infant and Child Emotion Regulation","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Infant mental health; Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Psychology; Developmental psychology; Mental health; Clinical psychology; Psychiatry; Medicine; Prevalence of mental disorders","score_opus":0.021518987749353107,"score_gpt":0.2596840248438959,"score_spread":0.23816503709454281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136534614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728902,0.000104830404,0.000040152143,0.000012255554,0.00045312205,0.00037760174,0.000068020956,0.000012827423,0.02604099],"genre_scores_gemma":[0.99572873,0.00005979771,0.000016747708,0.0000025647023,0.000020417001,8.5527046e-7,0.000099172416,0.000013921015,0.0040578167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990211,0.0002253562,0.00021589074,0.00028797454,0.00014155175,0.00010810791],"domain_scores_gemma":[0.999385,0.00012349636,0.0003340145,0.00007841001,0.000037833415,0.000041268875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011475547,0.0001827626,0.00024377121,0.000107461005,0.00022587914,0.000020239078,0.00010470121,0.00010929679,0.0006732358],"category_scores_gemma":[0.000023975288,0.00015542333,0.00012443821,0.00021203466,0.00007572566,0.0000939512,0.00004993222,0.00020000832,0.000001798258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012365524,0.0001911023,0.7639921,0.0018518528,0.00028810356,0.0000036685663,0.009628615,0.0000059274794,0.00018823797,0.0017186927,0.00000845951,0.22088669],"study_design_scores_gemma":[0.000707054,0.000204066,0.9905429,0.002829918,0.00010876649,0.0000013628129,0.0047776178,0.000015219626,0.0001939015,0.0001549523,0.0003231979,0.0001410486],"about_ca_topic_score_codex":0.00041519545,"about_ca_topic_score_gemma":0.00028021462,"teacher_disagreement_score":0.2265508,"about_ca_system_score_codex":0.000029395405,"about_ca_system_score_gemma":0.000012626819,"threshold_uncertainty_score":0.73714596},"labels":[],"label_agreement":null},{"id":"W3137455140","doi":"","title":"Midwifery Students and Obstetrical Residents Learning, Understanding and Application of Shared Decision Making","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstetrics; Medicine; Medical education; Psychology; Nursing","score_opus":0.04175334234123152,"score_gpt":0.32704782681069766,"score_spread":0.28529448446946615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137455140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8163699,0.0058554057,0.008252748,0.001255456,0.0034081405,0.002858125,0.000044770262,0.0004658454,0.16148964],"genre_scores_gemma":[0.9690877,0.0001726455,0.0007380445,0.00006969477,0.000072221555,0.0000012760019,0.00013685272,0.00004596455,0.02967558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983605,0.00014841235,0.00031330434,0.00052385166,0.00043341593,0.00022050187],"domain_scores_gemma":[0.99894303,0.00030329032,0.00035093175,0.00014396348,0.00008904129,0.00016976851],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000080489954,0.00024460076,0.00037343422,0.00031807847,0.00025849778,0.00011607554,0.00024270666,0.00032286628,0.0013909213],"category_scores_gemma":[0.00015074617,0.00029370174,0.000058730137,0.0005878854,0.000049940656,0.00020217756,0.000098909884,0.00042553124,0.000009908652],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002442319,0.00011037688,0.20745565,0.0015016353,0.0001247217,0.00003347235,0.022968756,0.000024444627,0.00023570357,0.0011450646,0.00080052565,0.7631573],"study_design_scores_gemma":[0.005207309,0.0010955457,0.38680196,0.008424687,0.0009412496,0.000017048751,0.32098898,0.0023316226,0.00054961204,0.0021256306,0.26953182,0.0019845155],"about_ca_topic_score_codex":0.00013155774,"about_ca_topic_score_gemma":0.00028645401,"teacher_disagreement_score":0.76117283,"about_ca_system_score_codex":0.00032544998,"about_ca_system_score_gemma":0.000040968258,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W3140909898","doi":"10.1109/lnet.2021.3070270","title":"IoT-Based Smart Home Device Monitor Using Private Blockchain Technology and Localization","year":2021,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blockchain; Trilateration; Popularity; Computer security; Internet of Things; Computer science; Cryptography; Wireless; Computer network; Home automation; Telecommunications; Engineering","score_opus":0.011164251475272623,"score_gpt":0.20310965149186003,"score_spread":0.19194540001658741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140909898","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21526429,0.00024994116,0.7793707,0.0012966275,0.00008603508,0.00016143195,0.000004497316,0.00044523884,0.0031212168],"genre_scores_gemma":[0.8963303,0.000012059594,0.098546036,0.0003677918,0.000023481129,0.0000022210902,0.0000037748393,0.000017180808,0.004697136],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988729,0.00006801726,0.00013963765,0.0005302318,0.00011663055,0.00027259297],"domain_scores_gemma":[0.99911416,0.00003444697,0.00009011141,0.00054811774,0.00013581113,0.00007738223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007672289,0.0001618036,0.00018116609,0.00034784904,0.00030695437,0.00006178859,0.00057463825,0.00026226902,0.00043272562],"category_scores_gemma":[0.000012218776,0.00019424225,0.000037739297,0.0025470317,0.00017023091,0.000085646716,0.00054825173,0.00020458494,0.000011826245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020936282,0.0002665369,0.036923107,0.000095191215,0.0000884298,0.00041559077,0.00021662204,0.0026294088,0.009067278,0.4643699,0.00006449623,0.4858425],"study_design_scores_gemma":[0.0015694374,0.00008579116,0.0011504282,0.00008564823,0.00006318075,0.000098858254,0.0005341111,0.68416196,0.04167903,0.009408487,0.2605033,0.0006597934],"about_ca_topic_score_codex":0.00002003856,"about_ca_topic_score_gemma":0.000050142335,"teacher_disagreement_score":0.68153256,"about_ca_system_score_codex":0.00008514813,"about_ca_system_score_gemma":0.00008294056,"threshold_uncertainty_score":0.7920969},"labels":[],"label_agreement":null},{"id":"W3152572919","doi":"","title":"Restoration and its impact on methane dynamics in a cutover peatland","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Methane; Environmental science; Forestry; Geography; Ecology; Biology; Archaeology","score_opus":0.007629098571857662,"score_gpt":0.22044820477163535,"score_spread":0.21281910619977767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152572919","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5195039,0.00002982063,0.000005772965,0.000021625243,0.000093840215,0.00016874056,0.000019613972,0.000012010346,0.48014468],"genre_scores_gemma":[0.41312543,0.00010471397,0.00003275484,0.000048667374,0.00001632923,0.0000013110517,0.00045260298,0.000022321234,0.5861959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988331,0.00012153198,0.00014342446,0.00044844765,0.00016925178,0.00028421663],"domain_scores_gemma":[0.9995765,0.000040828123,0.0001254673,0.00014005101,0.000008729769,0.000108431894],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095725525,0.0002738152,0.0002896456,0.00014980973,0.000067618625,0.00002719018,0.00016027282,0.00031936352,0.0412987],"category_scores_gemma":[0.0000126673785,0.00025683056,0.00006679052,0.0003448765,0.000027666245,0.00019382584,0.00004820431,0.00028970296,0.00009899214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004014981,0.0005886916,0.80992264,0.00020872481,0.00023423223,0.0012992016,0.0021235421,0.0030068674,0.0012452964,0.0027872897,0.0060630282,0.16850549],"study_design_scores_gemma":[0.006772481,0.001661306,0.79939055,0.0002806103,0.00028870977,0.000045545556,0.003787781,0.011214511,0.0003553794,0.0005156406,0.17367753,0.0020099292],"about_ca_topic_score_codex":0.0006164235,"about_ca_topic_score_gemma":0.0323844,"teacher_disagreement_score":0.1676145,"about_ca_system_score_codex":0.0008992327,"about_ca_system_score_gemma":0.000029300654,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W3158387193","doi":"","title":"MECHANISMS OF IMINE-BASED INHIBITORS OF DAHP SYNTHASE, AN ANTIMICROBIAL TARGET.","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phenothiazines and Benzothiazines Synthesis and Activities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Antimicrobial; Chemistry; Imine; ATP synthase; Biochemistry; Pharmacology; Enzyme; Biology; Organic chemistry","score_opus":0.008113082075795912,"score_gpt":0.2021805160199282,"score_spread":0.19406743394413228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158387193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8748548,0.00016767728,0.0024535505,0.00002433669,0.00092944235,0.00036806377,0.0005970501,0.00002779519,0.12057726],"genre_scores_gemma":[0.9087115,0.00003644263,0.003254775,0.000047018413,0.00027060622,0.0000011850019,0.0015397621,0.000072610834,0.08606608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873674,0.00007414872,0.0002998916,0.0004645521,0.00018427176,0.00024037674],"domain_scores_gemma":[0.9988308,0.000012651418,0.0004648273,0.0003696996,0.00023965255,0.00008236315],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081380094,0.00034139826,0.00045839563,0.00015450195,0.000077417346,0.000015740283,0.00039675078,0.00045276256,0.0052764197],"category_scores_gemma":[0.000017720227,0.00035343893,0.0002756874,0.00018132642,0.0001213967,0.000016671247,0.00006628255,0.00010685428,0.0000033728652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088922284,0.00029507262,0.00010723955,0.00043968752,0.00014039513,0.0000069765365,0.00009315986,0.000032289063,0.9835782,0.00027330726,0.0008208965,0.013323532],"study_design_scores_gemma":[0.00059670344,0.00053080096,0.00014916509,0.00023031428,0.00014255503,0.000001133978,0.0011246182,0.000048773545,0.94732296,0.00004950789,0.04943028,0.000373165],"about_ca_topic_score_codex":0.00012659378,"about_ca_topic_score_gemma":0.00036741624,"teacher_disagreement_score":0.048609383,"about_ca_system_score_codex":0.000017300534,"about_ca_system_score_gemma":0.00020565087,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W3161017130","doi":"","title":"One Indigenous Community's Journey Towards Water Security: A Transdisciplinary Reflection on Drinking Water Advisories and Pathways Forward","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Reflection (computer programming); Water security; Environmental planning; Sociology; Political science; Geography; Environmental ethics; Computer science; Water resources; Ecology; Philosophy","score_opus":0.02364586770123275,"score_gpt":0.24706281679390812,"score_spread":0.22341694909267537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161017130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6420506,0.00003351922,0.000013824677,0.00016291137,0.0006219677,0.00043035063,0.000028645245,0.000085753265,0.3565724],"genre_scores_gemma":[0.7762176,0.00026938476,0.00004103709,0.00011119514,0.00022911324,0.0000027251879,0.00044170613,0.000054569256,0.22263269],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974232,0.0004998286,0.00026422463,0.00046295385,0.00060580106,0.0007440422],"domain_scores_gemma":[0.9991631,0.000031475698,0.00015876198,0.00032234006,0.00015286563,0.00017147798],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034710925,0.00042791787,0.00051732955,0.0002652248,0.0020271488,0.00029498592,0.0006035952,0.00073749834,0.009762506],"category_scores_gemma":[0.0000073853107,0.00036332014,0.00018707803,0.00022967842,0.00016874429,0.00078447297,0.00014576169,0.001331761,0.00007852843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007183623,0.00011959472,0.00044658204,0.00033798843,0.0001752109,0.000049516286,0.91572756,0.000021315915,0.0013945337,0.00068015716,0.00011270882,0.080216475],"study_design_scores_gemma":[0.0019423504,0.001103616,0.0027621458,0.0009228064,0.00043509464,0.0000067428687,0.49430063,0.000008359896,0.020380957,0.009698056,0.4669635,0.001475718],"about_ca_topic_score_codex":0.0030577108,"about_ca_topic_score_gemma":0.02071252,"teacher_disagreement_score":0.4668508,"about_ca_system_score_codex":0.00045455206,"about_ca_system_score_gemma":0.00018474304,"threshold_uncertainty_score":0.99988186},"labels":[],"label_agreement":null},{"id":"W3165762224","doi":"","title":"INVESTIGATING THE PARAMETERS OF PRE-/POST-CONDITIONING ON HUMAN-DERIVED CANCER CELLS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Bruce Power; McMaster University","keywords":"Conditioning; Cancer; Biology; Cancer research; Computational biology; Medicine; Mathematics; Internal medicine; Statistics","score_opus":0.07108236300176524,"score_gpt":0.3580790723583085,"score_spread":0.28699670935654326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165762224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7848307,0.00007671025,0.0000049870087,0.00009225189,0.0008426766,0.00044780364,0.0001409182,0.000036715563,0.21352728],"genre_scores_gemma":[0.5982377,0.00012137835,0.00009431371,0.0006269171,0.00009174603,0.0000104124,0.00036367873,0.00004468403,0.40040916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986937,0.00021135899,0.00026847245,0.0003680572,0.0001714044,0.00028698164],"domain_scores_gemma":[0.9986667,0.0004120525,0.00045097826,0.00021984472,0.00014178066,0.00010863022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104370425,0.00029594812,0.0003413129,0.00011625194,0.00032931246,0.000025849244,0.00042696946,0.000493388,0.04950589],"category_scores_gemma":[0.000029538773,0.00026347066,0.00020148337,0.00027066562,0.00017837792,0.000112334936,0.000058388257,0.0011261696,0.00006739034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041859277,0.00016459958,0.00082436734,0.00038041867,0.0005940346,0.000011154674,0.0030767971,0.002039886,0.89717585,0.00090989016,0.0019325962,0.09247184],"study_design_scores_gemma":[0.0014293281,0.00022003797,0.0021703404,0.00043220638,0.0007514548,0.0000012565225,0.007558337,0.0003666578,0.8142244,0.00009576911,0.1722304,0.0005197737],"about_ca_topic_score_codex":0.00045703384,"about_ca_topic_score_gemma":0.0003454887,"teacher_disagreement_score":0.18688188,"about_ca_system_score_codex":0.00015206759,"about_ca_system_score_gemma":0.00013547235,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W3170906498","doi":"","title":"Conflict and Performance in Channels: A Meta-Analysis","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Laurentian University","funders":"","keywords":"Dependency (UML); Channel (broadcasting); Meta-analysis; Empirical research; Structural equation modeling; Econometrics; Psychology; Economics; Computer science; Statistics; Mathematics; Telecommunications","score_opus":0.07265285361304949,"score_gpt":0.197824112853757,"score_spread":0.12517125924070752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170906498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036998928,0.0027994483,0.007429001,0.003000549,0.00004844467,0.00015543847,0.00007384131,0.00005742589,0.9494369],"genre_scores_gemma":[0.9268893,0.00026490114,0.0001708505,0.000783458,0.000016883749,9.971773e-7,0.000007135281,0.0000073282763,0.07185917],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918747,0.000024806686,0.00023090509,0.00036761287,0.00003058831,0.00015863263],"domain_scores_gemma":[0.9996117,0.000014823673,0.00011082721,0.00013312044,0.000013939528,0.000115596646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103037404,0.00012066877,0.00062842056,0.00032128493,0.000050339062,0.000043084405,0.00016744017,0.0000474057,0.16697972],"category_scores_gemma":[0.000006440103,0.00014008245,0.0003521887,0.0014852005,0.00003220746,0.0001981186,0.00007882277,0.00009807024,0.00023951304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027575844,0.0002357922,0.616652,0.00020725539,0.10316437,0.0001679318,0.006959915,0.010079159,0.000014641281,0.24434707,0.00077528274,0.017120847],"study_design_scores_gemma":[0.00076907896,0.000081128856,0.011914567,0.0000016429686,0.009031,8.7208383e-7,0.00074713165,0.048393436,0.000020267917,0.00015401663,0.9284813,0.00040558298],"about_ca_topic_score_codex":0.00012687276,"about_ca_topic_score_gemma":0.00009504086,"teacher_disagreement_score":0.927706,"about_ca_system_score_codex":0.000023394145,"about_ca_system_score_gemma":0.0000047480576,"threshold_uncertainty_score":0.8337818},"labels":[],"label_agreement":null},{"id":"W3173505304","doi":"","title":"A Diffuse Reflectance Spectroscopy Instrument for use in the Optical Biopsy of Brain Tumour Margins","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Centres of Excellence","keywords":"Diffuse reflectance infrared fourier transform; Reflectivity; Diffuse reflection; Spectroscopy; Optics; Materials science; Medicine; Pathology; Chemistry; Physics; Astronomy","score_opus":0.01949675402033148,"score_gpt":0.2802202211567525,"score_spread":0.260723467136421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173505304","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5028879,0.000088407374,0.007650673,0.0035794924,0.00026107777,0.0023023703,0.00012834337,0.00017398805,0.48292777],"genre_scores_gemma":[0.35095,0.00019724226,0.07640276,0.00062795397,0.00022264238,0.000031631535,0.00030504155,0.00014826868,0.5711145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984194,0.00007668025,0.0003083683,0.00047112603,0.00030438145,0.00042002895],"domain_scores_gemma":[0.9989573,0.00025756555,0.00017299003,0.0003981289,0.00011254659,0.00010149914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001551948,0.0003259265,0.0005674142,0.00027280563,0.0000664681,0.00004389674,0.00034344007,0.00025405159,0.0017047091],"category_scores_gemma":[0.00010668008,0.00023675688,0.00022954417,0.0004077168,0.00012757146,0.00015192985,0.000036886468,0.00041285658,0.000007086677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010488451,0.0020589575,0.008376505,0.0016668433,0.00035079246,0.0007485973,0.001719707,3.5319096e-7,0.87539244,0.057185244,0.00468399,0.0373281],"study_design_scores_gemma":[0.02765173,0.007364238,0.06826911,0.011050787,0.0021726652,0.0002029214,0.011835071,0.0005672258,0.6457529,0.0055963867,0.21663377,0.0029031923],"about_ca_topic_score_codex":0.00007149535,"about_ca_topic_score_gemma":0.0002958861,"teacher_disagreement_score":0.22963955,"about_ca_system_score_codex":0.00027942995,"about_ca_system_score_gemma":0.00015218742,"threshold_uncertainty_score":0.99920785},"labels":[],"label_agreement":null},{"id":"W3193686873","doi":"","title":"Performance Implications of Using Signaling and Screening for Expanding Interfirm Business Networks: Evidence from Franchising","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Franchising Strategies and Performance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Adverse selection; Transaction cost; Industrial organization; Quality (philosophy); Agency (philosophy); Agency cost; Signalling; Investment (military); Information asymmetry; Marketing; Microeconomics; Economics; Actuarial science; Finance","score_opus":0.051569806199128425,"score_gpt":0.231628447715169,"score_spread":0.18005864151604056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193686873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68330127,0.00029910874,0.31240302,0.0003017945,0.00012770394,0.00020932066,0.000007100543,0.00006315236,0.0032875398],"genre_scores_gemma":[0.99244416,0.0000507606,0.006343859,0.00029322717,0.0006463587,8.860428e-7,0.000011541352,0.000025518684,0.00018366512],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990735,0.000008179354,0.00022814215,0.00033739817,0.00009835471,0.00025443797],"domain_scores_gemma":[0.99931365,0.000098577795,0.00026571797,0.00013096907,0.00016457474,0.00002649119],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009041585,0.0001870727,0.0002538734,0.00010094552,0.0003597418,0.00017543942,0.00027273403,0.0000677065,0.0010933173],"category_scores_gemma":[0.000029870831,0.00020571527,0.000061001712,0.00078712223,0.00008270858,0.0019416844,0.00019914281,0.00011505332,0.0000020839234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007709539,0.000032772063,0.3835787,0.0013669019,0.00012250383,0.000005172471,0.0007304218,0.123302326,0.018625056,0.000838745,0.00016101073,0.47046545],"study_design_scores_gemma":[0.0011845476,0.000036535817,0.04103316,0.0017565045,0.00022278221,0.0000014838225,0.0017400853,0.937631,0.00035128664,0.000068006855,0.015468368,0.0005062434],"about_ca_topic_score_codex":0.00040657457,"about_ca_topic_score_gemma":0.00003149469,"teacher_disagreement_score":0.8143287,"about_ca_system_score_codex":0.000022309057,"about_ca_system_score_gemma":0.000018357581,"threshold_uncertainty_score":0.9998198},"labels":[],"label_agreement":null},{"id":"W3195357168","doi":"","title":"Air Pollution Modelling and Forecasting in Hamilton Using Data-Driven Methods","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Air pollution; Pollution; Environmental science; Meteorology; Econometrics; Geography; Mathematics","score_opus":0.0997874600184205,"score_gpt":0.31430958388671154,"score_spread":0.21452212386829106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195357168","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5019675,0.00015480258,0.26697385,0.000014115756,0.00060263724,0.00039757343,0.00003487311,0.00010653449,0.22974814],"genre_scores_gemma":[0.18103991,0.00009045258,0.62478715,0.00006392699,0.00029453207,8.732272e-7,0.00049888244,0.00013776083,0.19308649],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99798703,0.00020420605,0.00033993085,0.00075342803,0.00027526816,0.00044010958],"domain_scores_gemma":[0.99912894,0.000101048056,0.0003036721,0.00033509018,0.000014066867,0.00011717309],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007011994,0.00030721203,0.00033966496,0.00019910526,0.00025962314,0.000037890837,0.00043772135,0.0003388731,0.002049288],"category_scores_gemma":[0.00002763295,0.00037145766,0.000055108303,0.0005846591,0.00008471316,0.0005741025,0.00033373953,0.00047360928,0.000009600919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014938998,0.000035656525,0.004589122,0.00013367872,0.000029571513,0.000068803376,0.0023755068,0.3465482,0.0012790976,0.00003532523,0.000016545684,0.6447391],"study_design_scores_gemma":[0.0007302269,0.000049183083,0.0033287613,0.0006173705,0.00014383165,0.000013907323,0.008649205,0.949023,0.0008019723,0.00011242246,0.035681747,0.00084839476],"about_ca_topic_score_codex":0.0028667168,"about_ca_topic_score_gemma":0.0018709741,"teacher_disagreement_score":0.6438907,"about_ca_system_score_codex":0.00051173574,"about_ca_system_score_gemma":0.000024052273,"threshold_uncertainty_score":0.99987376},"labels":[],"label_agreement":null},{"id":"W3205741939","doi":"","title":"Expanding the Reach of Gender-Affirming Care in Hamilton","year":2021,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Sociology; Medicine","score_opus":0.040069691484440007,"score_gpt":0.26040880498249747,"score_spread":0.22033911349805746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205741939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012217948,0.0009221595,0.00017917139,0.0000852112,0.00018212516,0.00007623608,0.000002901088,0.00002095898,0.9863133],"genre_scores_gemma":[0.8961497,0.0001999635,0.00016608027,0.000035335837,0.00005029528,3.5760397e-7,0.0000011862724,0.000004941173,0.10339213],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908364,0.00019483217,0.0001040768,0.0001865775,0.00020763134,0.00022325719],"domain_scores_gemma":[0.9996055,0.00010091216,0.00004669491,0.00012436898,0.00007457699,0.00004798494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012454008,0.0000762781,0.00014733447,0.000049410544,0.00038194345,0.0000152141365,0.00021945486,0.000065294866,0.0037102662],"category_scores_gemma":[0.00003259714,0.000071106806,0.00007033549,0.00071855966,0.00015520875,0.00009183139,0.00010054885,0.00012081922,0.0000066168313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003608215,0.000048911243,0.016589414,0.000047281515,0.00003706294,0.00015524938,0.82649195,0.000026392509,0.00032786766,0.00585068,0.00036193032,0.1500272],"study_design_scores_gemma":[0.00022889196,0.000011934379,0.0013534648,0.000018690498,0.000018254297,4.317338e-7,0.5994427,0.0000019288311,0.00030278147,0.00007925839,0.39845556,0.00008609106],"about_ca_topic_score_codex":0.00068872696,"about_ca_topic_score_gemma":0.0035384214,"teacher_disagreement_score":0.88393176,"about_ca_system_score_codex":0.00026750032,"about_ca_system_score_gemma":0.000118379256,"threshold_uncertainty_score":0.9972005},"labels":[],"label_agreement":null},{"id":"W3207885759","doi":"","title":"THE ROLE OF FIREFIGHTER HEALTH AS PREDICTORS OF WORK LIMITATIONS IN FIRE SERVICE","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Service (business); Architectural engineering; Psychology; Aeronautics; Applied psychology; Engineering; Business; Marketing; Mechanical engineering","score_opus":0.04911383884234447,"score_gpt":0.3447548685936583,"score_spread":0.2956410297513138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207885759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15299529,0.0010719588,0.000002389782,0.0017055628,0.00087510596,0.0019049684,0.0001603727,0.000033993616,0.84125036],"genre_scores_gemma":[0.18279736,0.0015086993,0.00024276633,0.00038199557,0.0002574904,0.000036747755,0.0009750823,0.000070145725,0.8137297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708474,0.0007473827,0.00075532333,0.00031604763,0.0005092977,0.000587189],"domain_scores_gemma":[0.9967626,0.0011583401,0.00075223827,0.00037770125,0.00073160924,0.00021752945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004977683,0.00021465932,0.00044334488,0.00021988426,0.000705638,0.0000054830775,0.0005530065,0.0004240609,0.0139600355],"category_scores_gemma":[0.00017907016,0.0001853504,0.000101589496,0.0014738889,0.00008134782,0.00012407184,0.000108539636,0.0008107176,0.00018452319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005805865,0.00028486407,0.25577745,0.003864014,0.00017126829,0.0000063450107,0.027663399,0.000021845855,0.000010866003,0.0049045696,0.0072287964,0.6942607],"study_design_scores_gemma":[0.00091668096,0.00027412304,0.24370842,0.0016846176,0.000023543667,1.4750245e-7,0.03348114,0.000096445954,0.00001550871,0.00058174535,0.71905524,0.00016237548],"about_ca_topic_score_codex":0.0031064143,"about_ca_topic_score_gemma":0.04985711,"teacher_disagreement_score":0.71182644,"about_ca_system_score_codex":0.00034304665,"about_ca_system_score_gemma":0.0029849128,"threshold_uncertainty_score":0.98694134},"labels":[],"label_agreement":null},{"id":"W3209009178","doi":"","title":"Development of a Control System for a P4 Parallel-Through-The-Road Hybrid Electric Vehicle","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; U.S. Department of Energy","keywords":"Control (management); Electric vehicle; Automotive engineering; Engineering; Computer science; Transport engineering; Physics; Artificial intelligence","score_opus":0.008516411462675946,"score_gpt":0.18563301523874956,"score_spread":0.1771166037760736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209009178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50869894,0.0054913852,0.087547354,0.00007035072,0.0013920973,0.005232272,0.00015172362,0.0028184156,0.3885975],"genre_scores_gemma":[0.8992124,0.000087143664,0.0022331628,0.000011727606,0.000041316554,0.000026908754,0.00010345666,0.0000949358,0.098188914],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864227,0.000025465326,0.00035037423,0.00032163196,0.00020797497,0.00045228866],"domain_scores_gemma":[0.9992601,0.000079959704,0.00020108881,0.00030844222,0.0001126918,0.000037703114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000077514844,0.00035914447,0.00054803514,0.00018527114,0.00013912536,0.000027729984,0.0006109977,0.00023726777,0.0004018466],"category_scores_gemma":[0.000008072378,0.00034526933,0.0001847575,0.00047240287,0.000023268572,0.00012163327,0.000028332963,0.00033001983,0.00004242774],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081358646,0.0000745808,0.0001451985,0.004216235,0.0014499581,0.000047987884,0.0011040461,0.0038300247,0.01040199,0.0048535736,0.0016311163,0.97143173],"study_design_scores_gemma":[0.01142966,0.0006278712,0.0015643211,0.0015040055,0.0016040517,0.00003524667,0.014829089,0.08809218,0.1563224,0.00019863552,0.72077906,0.0030134567],"about_ca_topic_score_codex":0.000036849564,"about_ca_topic_score_gemma":0.00009921052,"teacher_disagreement_score":0.96841824,"about_ca_system_score_codex":0.00035233118,"about_ca_system_score_gemma":0.00017320781,"threshold_uncertainty_score":0.9998999},"labels":[],"label_agreement":null},{"id":"W3212809138","doi":"","title":"Closing Canada’s “curation gap”: A national approach. White Paper from Portage Curation Expert Group (CEG) for NDRIO","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Data curation; Computer science; Political science; World Wide Web","score_opus":0.03103040967568406,"score_gpt":0.190395350159747,"score_spread":0.15936494048406297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212809138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053218857,0.000030469018,0.7956387,0.0034766388,0.0003089161,0.00037157058,0.000049134913,0.00011614736,0.19947624],"genre_scores_gemma":[0.82951254,0.000022164926,0.088878766,0.02769911,0.0011005558,0.000017042568,0.0007824402,0.00004084153,0.05194653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985373,0.00005985953,0.00026625072,0.00040009854,0.0005098806,0.00022658604],"domain_scores_gemma":[0.9992964,0.00004202107,0.0001952967,0.00017687042,0.0001210933,0.00016828351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091273345,0.00015727567,0.00015414793,0.000065308894,0.0002722527,0.0004175049,0.00075203914,0.00006898923,0.0018069933],"category_scores_gemma":[0.000014676509,0.00016106029,0.00006842774,0.0005419486,0.000026006794,0.013635299,0.00015602825,0.000085887834,0.00001937922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033367652,0.0002125431,0.006205366,0.00021683931,0.00025166143,0.00007431821,0.06977792,0.009353654,0.0062210765,0.34603018,0.21371949,0.34760326],"study_design_scores_gemma":[0.0006403787,0.000053451597,0.00044077536,0.000016470643,0.0000032351716,0.0000020728453,0.0030860195,0.17867883,0.00016934697,0.00016506895,0.81648374,0.00026061706],"about_ca_topic_score_codex":0.008200122,"about_ca_topic_score_gemma":0.008982926,"teacher_disagreement_score":0.8289804,"about_ca_system_score_codex":0.00016411296,"about_ca_system_score_gemma":0.00048522063,"threshold_uncertainty_score":0.9991055},"labels":[],"label_agreement":null},{"id":"W3215156034","doi":"","title":"Children’s mental health need in Ontario: measurement, variations in unmet need and the alignment between children’s mental health service expenditures and need","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ministère de l’Éducation, Gouvernement de l’Ontario; Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Mental health service; Service (business); Psychiatry; Psychology; Medicine; Gerontology; Business; Marketing","score_opus":0.029637050065431436,"score_gpt":0.22259734343646645,"score_spread":0.192960293371035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215156034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49639374,0.01275014,0.0005190492,0.30771172,0.0024945075,0.02091887,0.0046660933,0.00028891407,0.15425695],"genre_scores_gemma":[0.97373134,0.0018223543,0.0002865188,0.006585679,0.00015813319,0.000032248736,0.0032483113,0.00008589655,0.0140495235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972796,0.00024634658,0.0008869197,0.0008098427,0.00018252146,0.00059477385],"domain_scores_gemma":[0.9986309,0.0000325288,0.00074677286,0.00027631034,0.000018323813,0.00029515644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078970473,0.0004515289,0.0009977819,0.00058301573,0.0003938331,0.00012628896,0.0003793306,0.00020610278,0.0012644007],"category_scores_gemma":[0.000011322876,0.0005087004,0.000101385005,0.00047990307,0.000050115308,0.00026531165,0.00021344588,0.0006137445,0.000018602715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011535229,0.00044287756,0.7255018,0.00072397763,0.0012587466,0.000009441464,0.11333353,0.000050703988,0.0000021026597,0.12012875,0.005346812,0.032047775],"study_design_scores_gemma":[0.00874306,0.00018901977,0.8596171,0.00027638968,0.00003703008,0.0000026753225,0.011575018,0.0001242248,0.000002846083,0.00088724116,0.11791858,0.00062679366],"about_ca_topic_score_codex":0.57972336,"about_ca_topic_score_gemma":0.756457,"teacher_disagreement_score":0.4773376,"about_ca_system_score_codex":0.0022819578,"about_ca_system_score_gemma":0.00031262604,"threshold_uncertainty_score":0.9997365},"labels":[],"label_agreement":null},{"id":"W33192513","doi":"","title":"Galaxy Group Dynamics: Statistical Analysis and Comparison of Group Properties","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Group dynamic; Statistical analysis; Galaxy group; Astrophysics; Galaxy; Mathematics; Physics; Psychology; Statistics; Galaxy formation and evolution; Social psychology; Quantum mechanics","score_opus":0.010260267100931614,"score_gpt":0.23604505020265706,"score_spread":0.22578478310172545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33192513","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42002505,0.00026452128,0.036351614,0.000039135175,0.00032837948,0.0006201082,0.00071633037,0.000068006935,0.5415868],"genre_scores_gemma":[0.9324689,0.000014204536,0.0007480931,0.0000057406132,0.000044115175,9.4180695e-7,0.0016732345,0.0000185268,0.06502622],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884135,0.00007326973,0.0002963451,0.0003666995,0.0002013393,0.00022100475],"domain_scores_gemma":[0.9992973,0.000034508277,0.00030502482,0.00016810962,0.00009545254,0.00009959364],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048608694,0.0002665704,0.0006353071,0.00020833267,0.00014043924,0.000065224034,0.00022452112,0.00015291986,0.0063928687],"category_scores_gemma":[0.0000020762257,0.0002863348,0.00018415571,0.000513879,0.00009998023,0.00013420952,0.00004766678,0.0002683936,0.000004669618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022365966,0.0002935839,0.2309634,0.00020908318,0.0015402915,0.000006125795,0.0015642117,0.00014515281,0.00011818056,0.18412088,0.00006758981,0.58074784],"study_design_scores_gemma":[0.003265663,0.0010565366,0.7781015,0.00078005734,0.008143876,5.0720035e-7,0.09225375,0.07929616,0.00024251951,0.008870224,0.024877768,0.0031114144],"about_ca_topic_score_codex":0.0019537138,"about_ca_topic_score_gemma":0.004482053,"teacher_disagreement_score":0.5776364,"about_ca_system_score_codex":0.00006650395,"about_ca_system_score_gemma":0.000039373896,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W333469374","doi":"","title":"\"When you go mad ... somebody else comes in\": The Archival Hysteric in Twentieth-Century Literature Set in Nineteenth-Century Ontario","year":2011,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Set (abstract data type); Art; Computer science","score_opus":0.016997946019773627,"score_gpt":0.19446435300702797,"score_spread":0.17746640698725435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W333469374","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26345852,0.0005203181,0.000004001075,0.00029715264,0.0006625876,0.00045516252,0.00003803222,0.000031632346,0.7345326],"genre_scores_gemma":[0.5438519,0.0009711866,0.00019192405,0.0005731915,0.0001448057,0.0000053423128,0.00005135247,0.000028809707,0.4541815],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789846,0.0005434467,0.00023751857,0.00039568727,0.00034194536,0.00058291806],"domain_scores_gemma":[0.99937814,0.000053845128,0.000102738246,0.0002823423,0.000028471679,0.00015445313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035156688,0.00019519332,0.0002653577,0.0011933921,0.00030729792,0.00027439866,0.000875598,0.00016479455,0.019578343],"category_scores_gemma":[0.000014888031,0.00022034495,0.00012330624,0.0011949219,0.00039777375,0.00064514595,0.00012016095,0.00065471424,0.00008611876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032728582,0.0003760797,0.17931367,0.00007144021,0.000035284324,0.0019592557,0.7539088,0.000007876316,0.000015734871,0.011577342,0.005402501,0.04700472],"study_design_scores_gemma":[0.00088769017,0.000035934092,0.11706079,0.00011133069,0.000016498901,0.000002821029,0.026406782,0.0000027803658,4.3147932e-7,0.00029587446,0.8549468,0.00023228163],"about_ca_topic_score_codex":0.6193612,"about_ca_topic_score_gemma":0.98912567,"teacher_disagreement_score":0.8495443,"about_ca_system_score_codex":0.0017583219,"about_ca_system_score_gemma":0.0005992927,"threshold_uncertainty_score":0.9813179},"labels":[],"label_agreement":null},{"id":"W43859503","doi":"","title":"Individual Differences in Group Interaction Behaviour: Cultural Differences in the Exhibition of Organizational Citizenship Behaviours","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Organizational citizenship behavior; Citizenship; Psychology; Social psychology; Group (periodic table); Sociology; Political science; Organizational commitment; Art; Visual arts","score_opus":0.028066039650604644,"score_gpt":0.2593520544471295,"score_spread":0.23128601479652486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43859503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9148266,0.00007108424,0.000009714183,0.00005121797,0.00058083667,0.00029497527,0.00015007195,0.000020731819,0.08399479],"genre_scores_gemma":[0.96278137,0.000040995932,0.000034804496,0.000029063996,0.00009043202,0.0000057677034,0.0019551122,0.000021582979,0.035040896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982755,0.00027977358,0.0003904242,0.00041057865,0.00035663284,0.00028705387],"domain_scores_gemma":[0.9992028,0.00009949982,0.00038728284,0.00018858779,0.00008140337,0.000040449617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014924865,0.0003074558,0.00036217624,0.00043375167,0.00009227311,0.00006614626,0.0005835763,0.00040373133,0.028267618],"category_scores_gemma":[0.000008003166,0.0002671379,0.000096826545,0.000738665,0.00008203765,0.0002251145,0.00004182595,0.00068453,0.000017415978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027890207,0.00035466495,0.95034,0.00003977451,0.000055030996,0.000044332523,0.018308416,0.000003659972,0.000028483493,0.0064652916,0.00015807795,0.02392342],"study_design_scores_gemma":[0.00083208666,0.00013447963,0.9425565,0.00020624831,0.00010049705,0.000008691984,0.055573825,0.000031860385,0.000009502096,0.00009183466,0.00017648858,0.00027797496],"about_ca_topic_score_codex":0.000959172,"about_ca_topic_score_gemma":0.02185178,"teacher_disagreement_score":0.048953895,"about_ca_system_score_codex":0.00013502283,"about_ca_system_score_gemma":0.000041262974,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W47313170","doi":"","title":"Retirement Home Accreditation in Ontario: In Whose Interest?","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Gerontology; Demographic economics; Medicine; Economics; Medical education","score_opus":0.02304961709668272,"score_gpt":0.24468489374868846,"score_spread":0.22163527665200575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47313170","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54707634,0.00009034817,0.00001006606,0.000082969455,0.00063631195,0.00030711023,0.0000041048406,0.000035056386,0.4517577],"genre_scores_gemma":[0.29406527,0.00009223473,0.000075506614,0.000017356937,0.00010453223,0.000003037211,0.0001987617,0.000014775854,0.70542854],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984667,0.00019093597,0.00027527355,0.00040310065,0.00031515028,0.00034886017],"domain_scores_gemma":[0.9994636,0.000049520768,0.00020432057,0.00012759086,0.000094747076,0.000060222672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021105853,0.00023156429,0.0003000015,0.00044332363,0.0002169243,0.00008062906,0.00031656923,0.00027229913,0.014396535],"category_scores_gemma":[0.000020703294,0.00028537237,0.00008629256,0.0005972154,0.000064923384,0.0003729902,0.000038616054,0.00037588293,0.000030541934],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002898977,0.00026068726,0.21135812,0.0001246929,0.00006426188,0.00026191375,0.7267609,0.000054116692,0.000021281876,0.00842917,0.0105639165,0.04181099],"study_design_scores_gemma":[0.0008702807,0.00004291751,0.54942715,0.00032294774,0.000047468966,7.941351e-8,0.0384196,0.000007429724,0.000012784834,0.0010105529,0.40942195,0.0004168287],"about_ca_topic_score_codex":0.7381421,"about_ca_topic_score_gemma":0.9993196,"teacher_disagreement_score":0.6883413,"about_ca_system_score_codex":0.0013813523,"about_ca_system_score_gemma":0.0004564358,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W54351787","doi":"","title":"EHR READINESS AND CLINICAL INFORMATION MANAGEMENT: STAKEHOLDER CONSULTATION AND ANALYSIS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Stakeholder analysis; Stakeholder engagement; Knowledge management; Medicine; Data science; Process management; Psychology; Business; Political science; Computer science; Public relations","score_opus":0.05682508551630318,"score_gpt":0.3552005144072986,"score_spread":0.29837542889099544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W54351787","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1318285,0.00052920595,0.0014012601,0.00014561744,0.0014228411,0.0024506322,0.00011355487,0.00016875772,0.8619396],"genre_scores_gemma":[0.078974396,0.001469409,0.0005812692,0.00031222738,0.00023820999,0.000021228188,0.002618336,0.000052385225,0.91573256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970057,0.0007922894,0.0009032996,0.00040200943,0.00027648636,0.00062022085],"domain_scores_gemma":[0.9977421,0.00044065466,0.0009386809,0.0002839516,0.00028277197,0.00031182342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008240479,0.00031864972,0.00068220013,0.0006910861,0.0005701174,0.0000348541,0.00017185963,0.00075923774,0.010959572],"category_scores_gemma":[0.000056440847,0.00033892487,0.000098113924,0.0010704866,0.000057930643,0.00078941137,0.00008970211,0.00088761526,0.00016111218],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005566024,0.00005417383,0.19328985,0.004443984,0.0017863782,0.000012850208,0.007161121,0.0000022180066,0.0000018388014,0.00632014,0.0015448945,0.7848259],"study_design_scores_gemma":[0.002438434,0.00007076284,0.37644973,0.00041608172,0.0026813967,0.0000012424292,0.034651056,0.00023057054,6.313211e-7,0.000050239683,0.5825964,0.00041342198],"about_ca_topic_score_codex":0.0008063305,"about_ca_topic_score_gemma":0.006196064,"teacher_disagreement_score":0.7844125,"about_ca_system_score_codex":0.00031922036,"about_ca_system_score_gemma":0.00021667629,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W585500829","doi":"","title":"CANWELL: USING EXERCISE TO EMPOWER PEOPLE WITH CANCER","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HealthForceOntario; McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Cancer; Psychology; Medicine; Internal medicine","score_opus":0.011269920571279124,"score_gpt":0.23844065752844676,"score_spread":0.22717073695716763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585500829","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3420337,0.0005113122,0.00041939944,0.00015883548,0.001773926,0.0010360336,0.000074443175,0.00014763283,0.6538447],"genre_scores_gemma":[0.12847383,0.00008249912,0.00021966099,0.00028712224,0.0002153906,0.000006020066,0.00023266824,0.0001103394,0.8703725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984111,0.000035419052,0.00015868168,0.00059949403,0.00040002778,0.00039525592],"domain_scores_gemma":[0.9988267,0.00001553184,0.00013915023,0.00039880842,0.00026388967,0.00035593726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004137366,0.00040715348,0.000638631,0.00028120936,0.0001253905,0.00004242425,0.00022120844,0.00028641484,0.0774658],"category_scores_gemma":[0.0000038526236,0.00039818505,0.00015737617,0.0008163354,0.000023596926,0.000097106116,0.000048908863,0.00034636792,0.00006659558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02177529,0.000373357,0.07409676,0.005805075,0.0013705955,0.0015499006,0.037843738,0.0011134981,0.0020039948,0.00026371027,0.019054828,0.8347492],"study_design_scores_gemma":[0.0019915078,0.0003221186,0.008485008,0.0033199275,0.001779917,0.000013769019,0.017249435,0.000073593255,0.0012242973,0.0000032227274,0.9646337,0.00090349367],"about_ca_topic_score_codex":0.020920455,"about_ca_topic_score_gemma":0.25828508,"teacher_disagreement_score":0.9455789,"about_ca_system_score_codex":0.0004600685,"about_ca_system_score_gemma":0.000477522,"threshold_uncertainty_score":0.999847},"labels":[],"label_agreement":null},{"id":"W599012900","doi":"","title":"Examining mortality patterns in the epidemic emergence of poliomyelitis in southern Ontario, Canada (1900-1937)","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poliomyelitis; Geography; Demography; History; Medicine; Virology; Sociology","score_opus":0.05495405916463092,"score_gpt":0.2657153002257096,"score_spread":0.21076124106107869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599012900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64045376,0.00015835061,0.000010001753,0.00015242693,0.00039644094,0.0002537003,0.00003446846,0.000008796034,0.35853207],"genre_scores_gemma":[0.6380867,0.000109937006,0.000014000628,0.00011126009,0.000055379678,0.0000045963875,0.00004124628,0.000009755161,0.36156714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976146,0.00075396727,0.00041705286,0.00039385777,0.0003495825,0.00047093464],"domain_scores_gemma":[0.9989883,0.00032074575,0.00032273377,0.00020862845,0.000079785474,0.00007986105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055166445,0.00022675411,0.0005232675,0.00013399434,0.00024122004,0.000007922233,0.00067881995,0.0002742056,0.021824066],"category_scores_gemma":[0.0001369865,0.00020666105,0.00008289888,0.00049013656,0.0001337841,0.00010792716,0.000054966968,0.0004947707,0.000008835711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022634025,0.000034668356,0.8499633,0.00006516102,0.000055900888,0.000080161575,0.13008526,0.000033258515,0.0000060215866,0.00073523214,0.0019590112,0.01695939],"study_design_scores_gemma":[0.00023272271,0.00002400388,0.46937245,0.00016610108,0.000057948146,2.1874145e-7,0.398164,0.0000077215955,0.0000016455054,0.000189385,0.13148218,0.00030161868],"about_ca_topic_score_codex":0.9992918,"about_ca_topic_score_gemma":0.99997693,"teacher_disagreement_score":0.38059086,"about_ca_system_score_codex":0.00086057675,"about_ca_system_score_gemma":0.00080712646,"threshold_uncertainty_score":0.9790701},"labels":[],"label_agreement":null},{"id":"W609438450","doi":"","title":"GEOPHYSICAL PROCESSING AND INTERPRETATION WITH GEOLOGIC CONTROLS: EXAMPLES FROM THE BATHURST MINING CAMP","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Interpretation (philosophy); Geology; Geophysics; Mining engineering; Computer science","score_opus":0.008918873020478725,"score_gpt":0.17396303482649653,"score_spread":0.1650441618060178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W609438450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85947335,0.00045793378,0.0047174282,0.00001882512,0.00013313658,0.00034463237,0.000027065567,0.00032765462,0.13449997],"genre_scores_gemma":[0.9443152,0.00012513362,0.004429513,0.0000540648,0.00013494262,0.000010045988,0.00034142748,0.00007979924,0.050509878],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927664,0.0000251881,0.0001369457,0.0002763147,0.000067244626,0.00021764323],"domain_scores_gemma":[0.9995498,0.00010132097,0.000104747036,0.000152512,0.00003656461,0.000055062545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036631252,0.0002615536,0.00028032172,0.000049142982,0.000110359506,0.00014042786,0.00022953069,0.00019389622,0.0036885608],"category_scores_gemma":[0.000005680308,0.0002120159,0.00004211263,0.00008901466,0.00005084883,0.0002411996,0.000035836587,0.00024732732,0.000018606372],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000318498,0.00002385814,0.0035278364,0.00028630625,0.0003332372,0.000035536403,0.011116776,0.001583111,0.000607624,0.000371216,0.001355079,0.9804409],"study_design_scores_gemma":[0.003684823,0.00068493304,0.040822294,0.0036775612,0.0014875758,0.00002462729,0.095600024,0.59598583,0.001224686,0.001074473,0.25225583,0.003477353],"about_ca_topic_score_codex":0.00022260127,"about_ca_topic_score_gemma":0.0012052399,"teacher_disagreement_score":0.9769636,"about_ca_system_score_codex":0.00007392907,"about_ca_system_score_gemma":0.000025446814,"threshold_uncertainty_score":0.9972222},"labels":[],"label_agreement":null},{"id":"W616703860","doi":"","title":"Electronic Personal Health Records: A Matter of Trust","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health records; Internet privacy; Data science; Psychology; Business; Medicine; Computer science; Health care; Political science; Law","score_opus":0.024103186495288063,"score_gpt":0.31410134619987135,"score_spread":0.28999815970458326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W616703860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078830756,0.0017228065,0.000103811886,0.00083949335,0.002226678,0.0035043329,0.000115930874,0.0001762815,0.91247994],"genre_scores_gemma":[0.019583652,0.0005267506,0.00012992368,0.0008569013,0.00041720364,0.00004007648,0.00051057816,0.00016450047,0.9777704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99366355,0.0015257889,0.0012523922,0.0008717937,0.0005498221,0.0021366752],"domain_scores_gemma":[0.9963705,0.0002825725,0.0019475416,0.00054806063,0.0004080878,0.00044323428],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000653665,0.00062544737,0.0013768327,0.00052800146,0.00069324987,0.000014643278,0.00070697605,0.0010526007,0.41047502],"category_scores_gemma":[0.000030069494,0.00067421654,0.00032308605,0.0008099346,0.000060647148,0.00026474064,0.00009951003,0.0027095901,0.0035708086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002178924,0.00047648436,0.066657804,0.031047195,0.0011201262,0.000041578107,0.044648476,0.0000032899484,0.00031015038,0.0068540215,0.3418808,0.5047811],"study_design_scores_gemma":[0.0017163417,0.0005441494,0.0059109996,0.002192517,0.00009674903,0.0000044273315,0.039629567,0.000084071544,0.000017979562,0.00010669435,0.9490984,0.00059809344],"about_ca_topic_score_codex":0.010835857,"about_ca_topic_score_gemma":0.020552844,"teacher_disagreement_score":0.6072176,"about_ca_system_score_codex":0.003205216,"about_ca_system_score_gemma":0.0065941,"threshold_uncertainty_score":0.9995912},"labels":[],"label_agreement":null},{"id":"W617884055","doi":"","title":"Towards Healthier Aboriginal Health Policies? Navigating the Labyrinth for Answers","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Participatory action research; Health care; Community health; Public relations; Political science; Health policy; Citizen journalism; Community-based participatory research; Economic growth; Public administration; Sociology; Law","score_opus":0.016287843002828532,"score_gpt":0.29709512762003726,"score_spread":0.2808072846172087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617884055","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059524205,0.00015487529,0.0009749473,0.028798087,0.0009633052,0.0020853453,0.000024801431,0.00013429507,0.90734017],"genre_scores_gemma":[0.07998744,0.0027100777,0.003997406,0.003500882,0.0016367264,0.000006572869,0.000025337264,0.00004710301,0.90808845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980313,0.00036023546,0.000204912,0.0002731937,0.0002853355,0.00084498414],"domain_scores_gemma":[0.9988944,0.00013007544,0.00019549316,0.00020326998,0.00024216855,0.00033462842],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006267936,0.00014904908,0.00018950012,0.00005551278,0.008075348,0.00012503193,0.00048268688,0.00011231492,0.011225827],"category_scores_gemma":[0.0000038429976,0.00011638222,0.00008915679,0.0005767965,0.00033638912,0.00038901786,0.000003927428,0.00029259166,0.000096209034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020558216,0.00007230287,0.0009036739,0.00009133256,0.000026761405,0.0000011230088,0.40606162,0.0000117815225,0.0000010033001,0.46692,0.0028383515,0.12305148],"study_design_scores_gemma":[0.00026149655,0.00008899769,0.0008514356,0.00003998662,0.000008732154,9.027748e-7,0.05668884,0.000024306762,0.000007589076,0.00073571224,0.94115466,0.00013735224],"about_ca_topic_score_codex":0.5603841,"about_ca_topic_score_gemma":0.59930855,"teacher_disagreement_score":0.9383163,"about_ca_system_score_codex":0.0007153883,"about_ca_system_score_gemma":0.011537664,"threshold_uncertainty_score":0.994066},"labels":[],"label_agreement":null},{"id":"W628888035","doi":"","title":"The North American Light Rail Experience: Insights for Hamilton","year":2012,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Light rail; Context (archaeology); Light rail transit; Regional science; Operations research; Engineering; Geography; Transport engineering; Public transport; Archaeology","score_opus":0.01446421621005878,"score_gpt":0.18356552936454185,"score_spread":0.16910131315448307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W628888035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6677738,0.00006168189,0.00024685034,0.00033230014,0.00040961176,0.00018928111,0.000002597288,0.0000876233,0.33089626],"genre_scores_gemma":[0.9114265,0.000020266916,0.00004998281,0.0006657781,0.0007713885,0.0000037041523,0.000009799034,0.00001825832,0.08703435],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992116,0.0000045760726,0.000120603334,0.00016380945,0.00007337593,0.00042600415],"domain_scores_gemma":[0.9995995,0.000028207305,0.00012947313,0.00017813366,0.000035214583,0.000029469556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004527631,0.00015027911,0.00014670049,0.00008013549,0.00048127637,0.00012799287,0.0003465067,0.000027114182,0.001722514],"category_scores_gemma":[0.0000039996958,0.00012006196,0.0000945128,0.00036775492,0.00013727145,0.0012054285,0.00006658367,0.0000645166,0.00015458574],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030660853,0.00011910935,0.6974517,0.00007602192,0.0001185225,0.000006971459,0.0052790614,0.000040402294,0.00010710809,0.047802594,0.010030802,0.23866108],"study_design_scores_gemma":[0.00031715457,0.0000068240756,0.06304742,0.0000042250817,0.000032145123,2.7169867e-7,0.0034633798,0.000081404876,0.000035718927,0.000034218006,0.9328053,0.00017195844],"about_ca_topic_score_codex":0.00041997738,"about_ca_topic_score_gemma":0.0035134957,"teacher_disagreement_score":0.9227745,"about_ca_system_score_codex":0.000041224946,"about_ca_system_score_gemma":0.000008401906,"threshold_uncertainty_score":0.99919003},"labels":[],"label_agreement":null},{"id":"W643956694","doi":"","title":"Barriers to the management of cardiovascular disease","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Medicine; Disease; Intensive care medicine; Data science; Internal medicine; Computer science","score_opus":0.013064108789149998,"score_gpt":0.20718959085294472,"score_spread":0.19412548206379474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W643956694","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004330365,0.010032976,0.00017888073,0.00076151016,0.000557311,0.0010583609,0.00003302373,0.00005949779,0.98298806],"genre_scores_gemma":[0.06414399,0.0007039629,0.00025535983,0.0007770893,0.00013078448,0.0000046071837,0.00007497061,0.00004124648,0.933868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988203,0.000059250335,0.00014533922,0.0003558784,0.00043010327,0.0001890998],"domain_scores_gemma":[0.998809,0.000016327122,0.00006948561,0.00063085963,0.0001589361,0.00031539326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009873026,0.00022231066,0.0005816707,0.00011045068,0.00013956855,0.000010181644,0.00023934529,0.000096840755,0.010161944],"category_scores_gemma":[0.000008731883,0.00017039846,0.00046896897,0.00030958664,0.00003501444,0.000028557488,0.00011243839,0.00016368693,0.00006713416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033690087,0.0001146769,0.00123944,0.0051040617,0.04755165,0.0016745869,0.0020240028,0.0006416008,0.000029851266,0.0023375046,0.061482232,0.8744314],"study_design_scores_gemma":[0.00075388735,0.00005467171,0.0030504658,0.0005196725,0.015829122,0.0000013738202,0.0054480345,0.000009336626,0.00006092372,0.0000073638294,0.9740979,0.00016725443],"about_ca_topic_score_codex":0.000073799085,"about_ca_topic_score_gemma":0.00004699099,"teacher_disagreement_score":0.91261566,"about_ca_system_score_codex":0.000018394101,"about_ca_system_score_gemma":0.00006112412,"threshold_uncertainty_score":0.9907429},"labels":[],"label_agreement":null},{"id":"W650655050","doi":"","title":"HIGH PERFORMANCE WORK SYSTEMS: A CAUSAL FRAMEWORK OF TRAINING, INNOVATION, AND ORGANIZATIONAL PERFORMANCE IN CANADA","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work systems; Knowledge management; Work (physics); Organizational performance; Training (meteorology); Organizational learning; Process management; Computer science; Engineering management; Business; Engineering; Mechanical engineering; Geography","score_opus":0.01782855139335391,"score_gpt":0.2218876748486824,"score_spread":0.2040591234553285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W650655050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92140895,0.000107448956,0.000024408497,0.000013985198,0.000941218,0.00040965644,0.000014875529,0.000020716368,0.07705876],"genre_scores_gemma":[0.7700866,0.000035319616,0.00014778826,0.000027306605,0.00008120047,0.00000777409,0.00052488316,0.00003416736,0.22905497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982094,0.00009296478,0.00054752483,0.00039736278,0.00041332687,0.0003394238],"domain_scores_gemma":[0.99880576,0.00007406375,0.00050538545,0.00020405873,0.00035220408,0.000058517504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018153788,0.00031428746,0.0004315487,0.00052293186,0.000127575,0.000032989174,0.0002838605,0.00034478612,0.06243201],"category_scores_gemma":[0.000020707195,0.00035919403,0.00001747683,0.0017899531,0.000044802222,0.00021959991,0.000037080645,0.00046757047,0.000053922242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054337905,0.00006338509,0.8006347,0.00097081513,0.00026512428,0.000023536446,0.023963928,0.0014985248,0.000018500614,0.012873218,0.0017641431,0.15738076],"study_design_scores_gemma":[0.0010260956,0.0000809917,0.9565113,0.0010532568,0.000057784102,0.0000043410387,0.01851932,0.00045161834,0.000042920743,0.000023743387,0.021690698,0.0005379272],"about_ca_topic_score_codex":0.05445147,"about_ca_topic_score_gemma":0.088092774,"teacher_disagreement_score":0.15684284,"about_ca_system_score_codex":0.00046022443,"about_ca_system_score_gemma":0.0011549869,"threshold_uncertainty_score":0.999886},"labels":[],"label_agreement":null},{"id":"W67828078","doi":"","title":"Storytelling & Resilience: A Narrative Study of Youth in Care","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Resilience (materials science); Narrative; Narrative inquiry; Psychology; Sociology; Art; Literature; Materials science","score_opus":0.020055725104492224,"score_gpt":0.30812010152363567,"score_spread":0.28806437641914345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W67828078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.604971,0.0003236591,0.0000020544337,0.0000017471335,0.000303138,0.00056484353,0.0000099969975,0.000016289809,0.39380726],"genre_scores_gemma":[0.73302925,0.000023181236,0.000016629092,0.000013352986,0.000025645571,0.0000015770055,0.00007532656,0.00001687936,0.26679814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981232,0.00028250384,0.00033371613,0.0006049463,0.00029691157,0.000358716],"domain_scores_gemma":[0.9991346,0.000028795826,0.00031388472,0.00033005627,0.00009541622,0.00009727185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008046382,0.0002833247,0.0004655404,0.0004293544,0.00011367076,0.000010793698,0.00044198343,0.00028927135,0.011733935],"category_scores_gemma":[0.000003783416,0.00031721676,0.000086410895,0.00074934534,0.000041549883,0.0001309858,0.000026047546,0.0004585933,0.000031344363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013638975,0.0007070528,0.013285395,0.00015814483,0.00004309017,0.00023487755,0.637171,0.000095470976,0.000022428443,0.00008998415,0.00005214008,0.34677652],"study_design_scores_gemma":[0.0016309562,0.0012673455,0.040086385,0.0002803825,0.000083420004,6.5672936e-7,0.9545951,0.0000016324283,0.00006267524,0.0000067469114,0.0017402548,0.00024446772],"about_ca_topic_score_codex":0.0032715832,"about_ca_topic_score_gemma":0.037613425,"teacher_disagreement_score":0.34653205,"about_ca_system_score_codex":0.00031227732,"about_ca_system_score_gemma":0.00016023143,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W6903393092","doi":"10.1139/facets-2021-0097215","title":"Community structure, species-habitat relationships, and conservation of amphibians in forested vernal pools in the Georgian Bay region of Ontario","year":2022,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Georgian; Wildlife conservation; Vegetation (pathology)","score_opus":0.02495326822982032,"score_gpt":0.18757572049815915,"score_spread":0.16262245226833882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903393092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503401,0.000005630361,0.000029143697,0.00022997233,0.000023109273,0.00017009513,0.000013460211,0.0000033363935,0.049185175],"genre_scores_gemma":[0.9828575,0.0000019667657,0.00010039749,0.0000722546,0.0000023087073,3.6277663e-7,0.000014941455,0.0000033311978,0.016946902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988757,0.00062330504,0.00015108468,0.0001153825,0.00012473944,0.000109784436],"domain_scores_gemma":[0.9995802,0.00010421279,0.00012223305,0.00016688475,0.0000051713664,0.000021322081],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021903374,0.000072262264,0.000120265104,0.00006467193,0.00015979864,0.000004135639,0.000259611,0.000050580587,0.0093131205],"category_scores_gemma":[0.000013391817,0.000065108456,0.000026349582,0.00039266847,0.00027747077,0.00010650677,0.00024870326,0.00038999977,0.000001053418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010665279,0.00005278623,0.99057734,0.0000065269824,0.0000044583485,0.00001577271,0.005486724,0.000627986,0.0005022053,0.00084518903,0.00016008293,0.0016142896],"study_design_scores_gemma":[0.00060079794,0.00010504272,0.95930475,0.000009928328,0.000007462092,0.000016273869,0.007891047,0.00007076107,0.000030502031,0.0003723842,0.031526387,0.00006467801],"about_ca_topic_score_codex":0.03806121,"about_ca_topic_score_gemma":0.65729314,"teacher_disagreement_score":0.61923194,"about_ca_system_score_codex":0.0004071648,"about_ca_system_score_gemma":0.000036696965,"threshold_uncertainty_score":0.9915925},"labels":[],"label_agreement":null},{"id":"W6912073431","doi":"10.5281/zenodo.15492856","title":"Peer-Led Outbound Call Programs for Post Secondary Students: A Rapid Review","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Government (linguistics); Payment; Work (physics); Data collection","score_opus":0.024018155187627857,"score_gpt":0.3091340315862851,"score_spread":0.28511587639865726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912073431","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00127163,0.0020839174,0.00037373492,0.021727737,0.0009914944,0.0018693989,0.00008253294,0.00017357293,0.971426],"genre_scores_gemma":[0.0072893067,0.00059687597,0.0010967028,0.0027185667,0.0000895707,0.000013276652,0.000064056905,0.000014335533,0.98811734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810696,0.0003478287,0.00021297505,0.00037684882,0.00054012943,0.00041527793],"domain_scores_gemma":[0.99850667,0.00022553092,0.00011038429,0.00023641052,0.0007695797,0.00015141048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071454624,0.00016933413,0.0002719153,0.00010462333,0.0008546047,0.00011271329,0.0008926288,0.0001491608,0.031188676],"category_scores_gemma":[0.00030028942,0.00017789,0.00018402383,0.0008961781,0.0002540253,0.000350086,0.0002768762,0.00023730443,0.0000657781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013932017,0.00048198958,0.008879934,0.0010640414,0.0002902375,0.00003781684,0.0029914042,9.958812e-7,0.000025812096,0.15698704,0.11588635,0.71321505],"study_design_scores_gemma":[0.0008478991,0.00005736662,0.0012451875,0.0010323364,0.00013930142,3.1355145e-7,0.0061580995,0.0000019039802,0.00000411287,0.0007705213,0.9895616,0.00018132312],"about_ca_topic_score_codex":0.00048494677,"about_ca_topic_score_gemma":0.0043790787,"teacher_disagreement_score":0.8736753,"about_ca_system_score_codex":0.00032329664,"about_ca_system_score_gemma":0.0006752715,"threshold_uncertainty_score":0.96969694},"labels":[],"label_agreement":null},{"id":"W6921427702","doi":"10.71548/8w9y-qh90","title":"Assessing the Value of Transformative Agreements: An Automated Approach to Estimating Article Processing Charge (APC) Discounts","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Value (mathematics); Transformative learning; Charge (physics)","score_opus":0.025467678712305018,"score_gpt":0.24245661395938278,"score_spread":0.21698893524707777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921427702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022776022,0.00003483944,0.0056929947,0.00010568914,0.00016855892,0.00042211296,0.00011928353,0.0002758004,0.99295294],"genre_scores_gemma":[0.008429592,0.000002860052,0.0032807384,0.00047404808,0.00016865884,0.0000029364833,0.00008395565,0.00006938459,0.98748785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897313,0.00007620037,0.00027467284,0.00020085897,0.00023974037,0.00023538433],"domain_scores_gemma":[0.9993144,0.000018295837,0.00031836197,0.00020102275,0.00008541499,0.00006249309],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009846419,0.00023652727,0.00027780703,0.00018902885,0.00039149352,0.0006800289,0.00048489557,0.00008424383,0.051843688],"category_scores_gemma":[0.000003762407,0.00017633088,0.000065176275,0.00021910282,0.0001360964,0.0023798393,0.000113490765,0.00014115046,0.00004453798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075336524,0.0004798071,0.00011434299,0.0040297485,0.0006145593,0.000004730902,0.29816604,0.0011344028,0.000020091822,0.3177153,0.06992365,0.307722],"study_design_scores_gemma":[0.00041272314,0.000036852965,0.000026760234,0.0006854109,0.000099810895,3.5725924e-7,0.08475295,0.08658851,0.00003927655,0.00004700355,0.82704526,0.00026506744],"about_ca_topic_score_codex":0.00061259733,"about_ca_topic_score_gemma":0.00017434666,"teacher_disagreement_score":0.7571216,"about_ca_system_score_codex":0.00004144686,"about_ca_system_score_gemma":0.00009781874,"threshold_uncertainty_score":0.94902307},"labels":[],"label_agreement":null},{"id":"W6930713696","doi":"10.5281/zenodo.15284126","title":"Mapping the Void: Two-Spirit and LGBTIQ+ Experiences in Hamilton","year":2019,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Set (abstract data type); Perspective (graphical); Process (computing); Work (physics); Field (mathematics)","score_opus":0.027074657792556075,"score_gpt":0.22771523062738738,"score_spread":0.2006405728348313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930713696","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50848395,0.0017019429,0.00019335869,0.00013390448,0.00083001406,0.00044146032,0.00005032638,0.000015181636,0.48814988],"genre_scores_gemma":[0.45385468,0.0010625854,0.00020332681,0.00020366642,0.0002735847,0.0000017718123,0.00014918184,0.000026376345,0.54422486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869055,0.000099221594,0.00016797887,0.0005153839,0.00027634748,0.00025054085],"domain_scores_gemma":[0.9993249,0.000013553802,0.00016277777,0.00034227996,0.00009243719,0.00006400469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014941252,0.00025582625,0.00024605682,0.0001121806,0.0001281565,0.000055818993,0.00040340357,0.0003558812,0.004730455],"category_scores_gemma":[0.000015996764,0.00022963482,0.00009994194,0.00022121744,0.00014642093,0.000008633228,0.0003624514,0.0002508264,0.000015087532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049237127,0.00012552761,0.2631085,0.00088473724,0.0007673352,0.00033602596,0.02363418,0.0014976814,0.008132403,0.00024744542,0.042475607,0.6582982],"study_design_scores_gemma":[0.00055158936,0.00005312361,0.0076545724,0.000060427446,0.000027511578,0.00002534824,0.014012397,0.000017144843,0.00028806127,0.000008859852,0.9770137,0.00028723435],"about_ca_topic_score_codex":0.000493675,"about_ca_topic_score_gemma":0.0010599048,"teacher_disagreement_score":0.9345381,"about_ca_system_score_codex":0.000052174233,"about_ca_system_score_gemma":0.00019156303,"threshold_uncertainty_score":0.99617934},"labels":[],"label_agreement":null},{"id":"W6931076642","doi":"10.5281/zenodo.15500702","title":"Assessing Post-Pandemic Mental Health Experiences and Needs Among Marginalized Youth","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Qualitative research; Psychological intervention; Mental illness; Context (archaeology); Public health","score_opus":0.012315249249546568,"score_gpt":0.23929876564827154,"score_spread":0.22698351639872497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931076642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96330583,0.0006087222,0.0011537542,0.00012977116,0.00008896708,0.00016243455,0.000012630505,0.000021502514,0.034516376],"genre_scores_gemma":[0.9530612,0.00005482161,0.000269464,0.00021868106,0.000023391683,7.6421355e-7,0.00009119879,0.000007859077,0.046272583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932635,0.00008434366,0.00010001521,0.00024384241,0.00006790281,0.0001775258],"domain_scores_gemma":[0.99967563,0.000004294254,0.000070813876,0.00013385041,0.00003418523,0.00008123856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063290034,0.00011938773,0.00011375449,0.000092069655,0.00016737395,0.00006389749,0.00012659667,0.000079954734,0.001337462],"category_scores_gemma":[0.0000064077303,0.00013080362,0.0000462585,0.00020616093,0.00012693525,0.000025038364,0.00016489916,0.000049286915,0.0000011310239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001065821,0.00022704873,0.32385597,0.0003199341,0.00045754245,0.000019659677,0.017119965,0.00005893532,0.27322575,0.0007437029,0.0033364045,0.37956926],"study_design_scores_gemma":[0.007268346,0.00046051663,0.12986408,0.00050528604,0.00018896711,0.000022782542,0.403363,0.0005001783,0.030052552,0.000047295973,0.4265586,0.0011683975],"about_ca_topic_score_codex":0.00008282481,"about_ca_topic_score_gemma":0.00005702257,"teacher_disagreement_score":0.42322218,"about_ca_system_score_codex":0.00005655489,"about_ca_system_score_gemma":0.00012346041,"threshold_uncertainty_score":0.99957544},"labels":[],"label_agreement":null},{"id":"W6941679586","doi":"10.13140/rg.2.2.24605.69608","title":"Critically Analyzing Race in Research : A Critical Appraisal Tool","year":2023,"lang":"en","type":"dataset","venue":"MacSphere (McMaster University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critical appraisal; Race (biology); Inclusion (mineral); Critical race theory; Race and health; Racism; Qualitative research","score_opus":0.053798057973663986,"score_gpt":0.3085583673567612,"score_spread":0.2547603093830972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6941679586","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048619343,0.00007062166,0.000004237274,0.001385369,0.0005952786,0.00020221909,0.9745651,0.000078846206,0.022612168],"genre_scores_gemma":[0.0001063969,0.0006504289,0.00006826188,0.00011239842,0.0005552471,0.000004527713,0.94574165,0.0000037401876,0.052757315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728423,0.0005740744,0.00027067485,0.0006641025,0.00045514564,0.0007517577],"domain_scores_gemma":[0.98576003,0.013653108,0.000042532254,0.00013592724,0.00021712498,0.00019129034],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005024924,0.00026552373,0.0003666995,0.00017722281,0.00030962765,0.00019815404,0.00080851774,0.00044197665,0.20244423],"category_scores_gemma":[0.0018780277,0.00014639625,0.00016050159,0.001932297,0.000057416124,0.00023782765,0.0004986298,0.0013300236,0.009305458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011652142,0.00011498237,0.0004031262,0.00005729416,0.000020169666,0.0009465989,0.0000134804095,0.0000030892081,0.0002960102,0.0005934855,0.9766266,0.020808673],"study_design_scores_gemma":[0.0000642552,0.00013929239,0.00034145502,0.00028149542,0.000033596556,0.00001716262,0.00075589784,0.000038648803,0.0000050266062,0.000117791176,0.99788743,0.00031791747],"about_ca_topic_score_codex":0.00738906,"about_ca_topic_score_gemma":0.014020104,"teacher_disagreement_score":0.19313878,"about_ca_system_score_codex":0.00012309212,"about_ca_system_score_gemma":0.0000435587,"threshold_uncertainty_score":0.99922085},"labels":[],"label_agreement":null},{"id":"W6979731433","doi":"","title":"Achieving native-like accuracy of French/English vowels for Canadian bilingual speakers: effects of language self-described proficiency, context of use and daily exposure time","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Formant; Vowel; Speech production; Context (archaeology); Language production; Sentence; Neuroscience of multilingualism","score_opus":0.014689441408195753,"score_gpt":0.26042975754160963,"score_spread":0.24574031613341388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979731433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634666,0.0008206909,0.000005783154,0.000010080386,0.0005553023,0.0012086116,0.0006909614,0.000023371818,0.033218633],"genre_scores_gemma":[0.86861956,0.00002918338,0.00016272835,0.000018134817,0.00003224885,0.0000064826486,0.00045107934,0.000045992627,0.13063456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981933,0.0003335195,0.00034243253,0.00049015594,0.00023102193,0.00040954765],"domain_scores_gemma":[0.997763,0.0009050989,0.00048003698,0.0003671537,0.00033009573,0.00015465866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022829486,0.0002790979,0.0006144628,0.00057274144,0.00011563563,0.000020047619,0.0005220577,0.00034637135,0.011117462],"category_scores_gemma":[0.00027275612,0.00031800865,0.00015672884,0.0005190182,0.00015584583,0.00014244538,0.00010665084,0.00042527373,0.0000027925798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031695324,0.0012384943,0.04540422,0.005776981,0.0031751054,0.0005486485,0.8039076,0.000013448124,0.04882958,0.0020039773,0.0032872458,0.0826452],"study_design_scores_gemma":[0.020827612,0.009486048,0.40915844,0.0018030629,0.0022393824,0.000021518857,0.413433,0.00018359041,0.034995273,0.000109036664,0.105081804,0.0026612375],"about_ca_topic_score_codex":0.04331562,"about_ca_topic_score_gemma":0.055931948,"teacher_disagreement_score":0.39047456,"about_ca_system_score_codex":0.00012387046,"about_ca_system_score_gemma":0.0006416991,"threshold_uncertainty_score":0.9999272},"labels":[],"label_agreement":null},{"id":"W6979757815","doi":"","title":"Addressing the shortcomings of commercial-of-the-shelf model-to-model transformations with open-source tools; from SysML to AUTOSAR","year":2024,"lang":"en","type":"preprint","venue":"MacSphere (McMaster University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Windsor","funders":"","keywords":"AUTOSAR; Traceability; Variety (cybernetics); Automotive industry; TRACE (psycholinguistics); Implementation; Model transformation; Systems Modeling Language","score_opus":0.044907998385703404,"score_gpt":0.2670255011805692,"score_spread":0.2221175027948658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979757815","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28237712,0.00013114704,0.47265652,0.0026207601,0.00025066134,0.0023149594,0.0014056511,0.00005966939,0.23818353],"genre_scores_gemma":[0.90201664,0.000015855441,0.038382344,0.00096924574,0.00006296197,0.000011163002,0.00023335412,0.000085916916,0.058222543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986415,0.00009696062,0.0003727417,0.000376191,0.00027132835,0.00024130572],"domain_scores_gemma":[0.99857044,0.000038550428,0.0002517344,0.000904469,0.00013256732,0.000102250175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017066677,0.0003219239,0.00037690456,0.0000856229,0.00017477488,0.00014700503,0.0019717568,0.00027655123,0.00029333678],"category_scores_gemma":[0.00003279768,0.00023733739,0.00019269243,0.00029394863,0.00012938706,0.000018032897,0.0037654564,0.0005797031,0.0000062217587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003292684,0.0000581019,0.00050037226,0.00044841145,0.00036394387,0.0000018664139,0.006020788,0.93406665,0.0057789753,0.0006990828,0.0025893054,0.04914322],"study_design_scores_gemma":[0.0015486531,0.0003660708,0.00063543825,0.0026105302,0.0011844776,0.000010532795,0.002871231,0.71637917,0.031111127,0.0005141633,0.24136914,0.0013994875],"about_ca_topic_score_codex":0.00029015073,"about_ca_topic_score_gemma":0.0005164427,"teacher_disagreement_score":0.6196395,"about_ca_system_score_codex":0.000060427752,"about_ca_system_score_gemma":0.00034677237,"threshold_uncertainty_score":0.96783376},"labels":[],"label_agreement":null},{"id":"W6979909466","doi":"","title":"Ancient environmental DNA as a means of understanding ecological restructuring during the Pleistocene-Holocene transition in Yukon, Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ancient DNA; Restructuring; Climate change; Megafauna; Anthropocene; Holocene; Mammoth; Ecosystem","score_opus":0.010733999176786,"score_gpt":0.17177424071407696,"score_spread":0.16104024153729096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979909466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94137317,0.00008214733,0.000008492855,0.0000667419,0.000190844,0.00035591467,0.00009763247,0.000014274874,0.057810783],"genre_scores_gemma":[0.96932334,0.00014821049,0.00012353586,0.000072715244,0.000014439916,0.0000018174854,0.00012319116,0.000021311893,0.030171448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978453,0.00014531049,0.00029221145,0.00064938836,0.00063088955,0.0004369378],"domain_scores_gemma":[0.99934477,0.000057091438,0.00022994977,0.00026383187,0.0000031857287,0.00010116335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008769824,0.00035863608,0.00036672517,0.00007276557,0.00041376456,0.000019854502,0.00048146292,0.00021366426,0.044763],"category_scores_gemma":[0.000009340738,0.00035706066,0.00013228133,0.00035150035,0.0002990838,0.00016712598,0.00032683526,0.00039499655,0.000021161553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002978076,0.0013010042,0.84410006,0.0009984263,0.00084200734,0.006347871,0.027903186,0.040832777,0.053757917,0.00038530203,0.0019192969,0.018634072],"study_design_scores_gemma":[0.000927046,0.000085723965,0.9279657,0.00011651971,0.00010687839,0.000014621771,0.062338565,0.000050808565,0.005119424,0.00004352169,0.002768714,0.000462488],"about_ca_topic_score_codex":0.06106637,"about_ca_topic_score_gemma":0.5318524,"teacher_disagreement_score":0.47078606,"about_ca_system_score_codex":0.005630275,"about_ca_system_score_gemma":0.00004479518,"threshold_uncertainty_score":0.9998881},"labels":[],"label_agreement":null},{"id":"W6979912660","doi":"","title":"ANALYTICAL METHODOLOGY FOR SIZING PHASE CHANGE MATERIAL THERMAL ENERGY STORAGE UNDER SYSTEM BOUNDARY CONDITIONS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phase Change Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal energy storage; Sizing; Phase-change material; Energy storage; Computer data storage; Renewable energy; Thermal energy; Thermal","score_opus":0.09117040622807712,"score_gpt":0.31283206907330235,"score_spread":0.22166166284522523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979912660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54985666,0.0008808781,0.02635245,0.00008043531,0.016328217,0.0035722414,0.009033729,0.0018863652,0.39200902],"genre_scores_gemma":[0.68804646,0.00009919749,0.001298176,0.000098226534,0.002329888,0.00013756102,0.013705806,0.000565546,0.29371914],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979033,0.00030187514,0.00031122816,0.0005282684,0.00026532303,0.0006900212],"domain_scores_gemma":[0.99898016,0.00020700812,0.000122068814,0.0003673953,0.00013416888,0.00018919788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020634291,0.00049622287,0.00076121767,0.00050180394,0.00019658178,0.00016749823,0.00049043196,0.00063843373,0.028071014],"category_scores_gemma":[0.000011310121,0.0005814737,0.00023103156,0.00031624213,0.00006898696,0.0003319519,0.000089651956,0.00026310995,0.00007346518],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010189023,0.0007235325,0.000025402975,0.023016896,0.005634092,0.00187372,0.0056676115,0.0038637025,0.68235487,0.06566113,0.0062329755,0.19475706],"study_design_scores_gemma":[0.016468463,0.0012602144,0.00023595308,0.0018505028,0.002268881,0.00007994508,0.0269069,0.07199697,0.109094806,0.00024691658,0.7652312,0.004359243],"about_ca_topic_score_codex":0.0001334909,"about_ca_topic_score_gemma":0.00025525896,"teacher_disagreement_score":0.7589982,"about_ca_system_score_codex":0.0006939825,"about_ca_system_score_gemma":0.00011157838,"threshold_uncertainty_score":0.99966365},"labels":[],"label_agreement":null},{"id":"W6979947674","doi":"","title":"An Anthropological Analysis: The Role of Ancient Greek Medicine in Modern-Day Medical Practices","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Ancient Greek; Medical practice; History of medicine; Medical literature; MEDLINE","score_opus":0.0318745793061772,"score_gpt":0.2596613256149415,"score_spread":0.22778674630876428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979947674","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037228648,0.01046891,0.00028843267,0.0051438175,0.0005297654,0.00016925689,0.000014219297,0.000101998885,0.94605494],"genre_scores_gemma":[0.9589381,0.00012688848,0.00001896738,0.00025512604,0.00030677015,9.2978877e-7,0.000005359639,0.000009088182,0.04033876],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984524,0.00026746624,0.00022883917,0.00031677747,0.0005168263,0.00021767155],"domain_scores_gemma":[0.999205,0.000273265,0.00013389757,0.00021910931,0.00006858369,0.000100125755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005742052,0.0001497327,0.0003376491,0.00031719415,0.00021012402,0.000025504994,0.00043610265,0.000058157642,0.15762624],"category_scores_gemma":[0.00011110452,0.000093060706,0.00009311351,0.00041142723,0.0018231282,0.0002778613,0.00009528139,0.00028855473,0.000019725514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016654505,0.00042472777,0.006880202,0.00014027664,0.0015537973,0.001918475,0.28106257,0.00014790842,0.00017650439,0.1637606,0.008684545,0.53508383],"study_design_scores_gemma":[0.00026572638,0.00023312162,0.0008232787,0.000092244714,0.00053204753,0.000004961718,0.13730137,0.007521478,0.000004573495,0.00029376597,0.8528209,0.00010653085],"about_ca_topic_score_codex":0.0021600763,"about_ca_topic_score_gemma":0.027556388,"teacher_disagreement_score":0.9217095,"about_ca_system_score_codex":0.0000699339,"about_ca_system_score_gemma":0.000074048075,"threshold_uncertainty_score":0.9901882},"labels":[],"label_agreement":null},{"id":"W6979954029","doi":"","title":"Anthropological Expressive Modalities of Disorientation: A Biblical and Pastoral Theology","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Theological Perspectives and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Pastoral care; Context (archaeology); Modalities; Praxis; Relation (database); Gospel; Intercultural relations; Pastoral counseling","score_opus":0.03354142951377909,"score_gpt":0.31313032421644166,"score_spread":0.27958889470266257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979954029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16297753,0.0004057886,0.000052921565,0.00072331144,0.00054686563,0.00023777105,0.00004061646,0.00010468049,0.8349105],"genre_scores_gemma":[0.44415507,0.0012412551,0.00011176524,0.000028201606,0.00014654433,0.000001947716,0.00004688274,0.00001365861,0.55425465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99843967,0.0005331554,0.00015715844,0.0003662188,0.00023997588,0.00026381473],"domain_scores_gemma":[0.998853,0.0005524744,0.00026280482,0.00010281054,0.00012224824,0.0001066197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016298547,0.00017295746,0.00033295856,0.00022701679,0.0003848081,0.000044913973,0.00028053607,0.0004041911,0.0499062],"category_scores_gemma":[0.0001709557,0.00015971874,0.00010231398,0.0006850274,0.0010938898,0.0002779613,0.00009055329,0.00026673518,0.000019136049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012811963,0.00014985735,0.0051574297,0.00011464534,0.00018216863,0.00012440827,0.063538685,0.000007856387,0.000085301865,0.85730356,0.0013587947,0.07069607],"study_design_scores_gemma":[0.0006562952,0.00038199947,0.014397522,0.00008079663,0.00016976033,0.0000015743472,0.7343773,0.000009548611,0.0000569979,0.029139895,0.22031718,0.00041111367],"about_ca_topic_score_codex":0.0027819646,"about_ca_topic_score_gemma":0.0053759185,"teacher_disagreement_score":0.8281637,"about_ca_system_score_codex":0.000055823606,"about_ca_system_score_gemma":0.00009437897,"threshold_uncertainty_score":0.9509623},"labels":[],"label_agreement":null},{"id":"W6979980389","doi":"","title":"ANTITHROMBOTIC THERAPY IN PATIENTS WITH SURGICAL BIOPROSTHETIC AORTIC VALVE REPLACEMENT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Antithrombotic; Randomized controlled trial; Observational study; Subclinical infection; Thrombosis; Aortic valve replacement; Guideline; Fibrinolytic agent","score_opus":0.010079417258908714,"score_gpt":0.25546324344755916,"score_spread":0.24538382618865046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979980389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430252,0.00014605637,5.0320045e-7,0.000015917169,0.0002483198,0.0011464044,0.000042016338,0.00008888807,0.055286735],"genre_scores_gemma":[0.6948094,0.00021515894,0.000020287429,0.000025552054,0.00003274851,0.000006449993,0.0019358331,0.0000939278,0.30286068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982582,0.000056729245,0.00022290132,0.00061310234,0.00047493694,0.00037416568],"domain_scores_gemma":[0.9991413,0.000024952287,0.0001493937,0.00036945185,0.00012871581,0.00018623927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039855062,0.00038991089,0.00060774566,0.00031681708,0.00006963901,0.00003031206,0.00010996277,0.00020111477,0.012067035],"category_scores_gemma":[0.0000046337404,0.00033488643,0.00069334166,0.00071843114,0.000042316202,0.000076752505,0.000032791897,0.00023288309,0.00018153363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062293573,0.00089620304,0.9278166,0.0001986219,0.0014704085,0.0002892561,0.00025348197,0.00000773751,0.0000015159807,0.00002406104,0.00008657666,0.06272615],"study_design_scores_gemma":[0.012587011,0.0013765807,0.9784975,0.00062776374,0.0009924312,0.0000016751515,0.0010892046,0.000006489316,0.000013412274,0.0000071001637,0.004465115,0.00033573902],"about_ca_topic_score_codex":0.00021755022,"about_ca_topic_score_gemma":0.00010162533,"teacher_disagreement_score":0.24821581,"about_ca_system_score_codex":0.00032633104,"about_ca_system_score_gemma":0.000155192,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W6980089086","doi":"","title":"The Association of the Built Environment with Body Mass Measures in Survivors of Childhood Brain Tumors and Non-Cancer Controls","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Built environment; Body mass index; Walkability; Obesity; Percentile; Value (mathematics); Prospective cohort study; Poison control; Cohort study","score_opus":0.005728337434197326,"score_gpt":0.2070894549172656,"score_spread":0.20136111748306829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980089086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8946706,0.00051827775,0.000009876639,0.0005722161,0.00020098244,0.000642004,0.00005259601,0.000010464045,0.10332298],"genre_scores_gemma":[0.83665895,0.00016152821,0.0000054229286,0.000009800897,0.000026194592,0.0000026767493,0.000008687015,0.000011118881,0.16311564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985677,0.00021806239,0.00022291533,0.0002616412,0.00052326784,0.00020638826],"domain_scores_gemma":[0.99919426,0.00016982519,0.0003845251,0.00015595074,0.000056414217,0.000039047023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048915227,0.0001576074,0.00028254394,0.000057132733,0.00020437725,0.000041943815,0.0003878114,0.00017241608,0.0009900908],"category_scores_gemma":[0.000026265272,0.000105492225,0.00010048039,0.00038011206,0.00018772211,0.00012654751,0.000023385484,0.00026527682,9.3075283e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019859933,0.00006270369,0.9724646,0.00011911334,0.00018994024,0.000004332669,0.011092261,0.000043510827,0.00030651304,0.00044712657,0.000049077007,0.015022187],"study_design_scores_gemma":[0.000611604,0.000033657314,0.95569825,0.0003251578,0.00019082482,1.8770528e-8,0.018202614,0.0000090925905,0.00033762187,0.00029270802,0.02413912,0.00015934155],"about_ca_topic_score_codex":0.01002884,"about_ca_topic_score_gemma":0.3064877,"teacher_disagreement_score":0.29645887,"about_ca_system_score_codex":0.00023562815,"about_ca_system_score_gemma":0.00024912725,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W6980094383","doi":"","title":"Augmentation of Two Identification Methods for Bats","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); Wing; Juvenile; Readability; Visibility; Scale (ratio); Pattern recognition (psychology); Similarity (geometry)","score_opus":0.03998173949532944,"score_gpt":0.29786646555668816,"score_spread":0.2578847260613587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980094383","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8664946,0.00046062534,0.0006343263,0.0006265182,0.0037636668,0.0018106748,0.0003201792,0.00030016233,0.12558928],"genre_scores_gemma":[0.052666485,0.00013879618,0.0015380622,0.00003643731,0.0001535907,0.000016923836,0.0028904097,0.000003966037,0.9425553],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991293,0.00013149162,0.00020011138,0.00031364322,0.000052521595,0.00017295379],"domain_scores_gemma":[0.99916697,0.00035523574,0.00028221018,0.00004277852,0.00012399726,0.000028831415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002136168,0.00014833502,0.00025432807,0.00003418847,0.00021761424,0.00001078754,0.00022961498,0.00025449123,0.0063711535],"category_scores_gemma":[0.00003721151,0.00007955491,0.00014210389,0.00034701632,0.000051241208,0.000077683326,0.00003818904,0.000092947426,0.00003510694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023361959,0.0000369744,0.001612828,0.00006770282,0.00014944491,0.0000011950026,0.00029063443,0.0000028279835,0.077472046,0.000732251,0.00086200546,0.91853845],"study_design_scores_gemma":[0.0021365874,0.00095386314,0.4889797,0.00019560338,0.0011004542,0.0000019585016,0.039604172,0.00014792662,0.06357336,0.006386496,0.39575714,0.0011627494],"about_ca_topic_score_codex":0.00011022667,"about_ca_topic_score_gemma":0.010262697,"teacher_disagreement_score":0.91737574,"about_ca_system_score_codex":0.000036126054,"about_ca_system_score_gemma":0.000009997711,"threshold_uncertainty_score":0.9945372},"labels":[],"label_agreement":null},{"id":"W6980207843","doi":"","title":"Beyond the surface: A multi-disciplinary investigation of essentialism","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Essentialism; Intuition; Identity (music); Cognition; Addiction","score_opus":0.03369778791756495,"score_gpt":0.25006688565188995,"score_spread":0.216369097734325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980207843","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5496279,0.00026421458,0.00019323011,0.00061788154,0.0071307244,0.0010632095,0.00024260086,0.00040654343,0.4404537],"genre_scores_gemma":[0.1370645,0.00010416744,0.00010518859,0.00012603,0.00009864477,0.000001604658,0.00009760387,0.000050124574,0.86235213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985083,0.00017818496,0.00023930616,0.00049774785,0.00034590726,0.00023059455],"domain_scores_gemma":[0.9990052,0.00017437451,0.00034335066,0.00030612238,0.000104134306,0.00006680718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008019086,0.00027684253,0.00030605338,0.00013735783,0.00044472853,0.000042093696,0.0004663795,0.00022831614,0.004819832],"category_scores_gemma":[0.000048520236,0.00022931317,0.00016304407,0.0010754652,0.00024038035,0.00017636667,0.00017827253,0.00035040267,0.00007565813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002657056,0.00025239156,0.009793187,0.0029115947,0.0011191885,0.00074706046,0.11612745,0.0015719164,0.6247905,0.02982708,0.060690384,0.14951222],"study_design_scores_gemma":[0.006643834,0.00056442677,0.08153603,0.00093748857,0.0022248572,0.000037477625,0.15094927,0.001495375,0.4457444,0.010517558,0.29595315,0.003396132],"about_ca_topic_score_codex":0.00009011515,"about_ca_topic_score_gemma":0.0006868183,"teacher_disagreement_score":0.42189842,"about_ca_system_score_codex":0.000044015786,"about_ca_system_score_gemma":0.00009611891,"threshold_uncertainty_score":0.9960899},"labels":[],"label_agreement":null},{"id":"W6980286446","doi":"","title":"Black African Migrant Parents in Ontario","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychological resilience; Agency (philosophy); Immigration; Stressor; Mental health; Stigma (botany); Qualitative research; Perception","score_opus":0.01468013678281319,"score_gpt":0.22974243625052548,"score_spread":0.2150622994677123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980286446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111843094,0.000016949156,0.00001944098,0.00011906419,0.0004442748,0.0002912601,0.00001746999,0.00004792376,0.88720053],"genre_scores_gemma":[0.068855114,0.000059027865,0.000061081635,0.000056922254,0.000026224283,9.2043865e-7,0.0002487093,0.000010370295,0.93068165],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863625,0.00017790459,0.00018758813,0.0003635231,0.0003088158,0.0003259485],"domain_scores_gemma":[0.999442,0.000039360122,0.00013929549,0.00016169094,0.00010401545,0.00011367278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011353087,0.00020831893,0.00026660488,0.000297715,0.00019988617,0.000081715916,0.00046573335,0.00034737124,0.07013771],"category_scores_gemma":[0.000021125956,0.0002551203,0.000116783856,0.0008606471,0.000066245615,0.0001594272,0.000032925393,0.0004188339,0.000057750334],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064859696,0.00046199505,0.09047226,0.0002485255,0.0002255042,0.00024219352,0.68738645,0.00038092412,0.000024593319,0.055653185,0.005979606,0.15827616],"study_design_scores_gemma":[0.00038717114,0.000013649554,0.008420202,0.00014863677,0.000046560643,3.5052746e-8,0.11117749,0.000047868536,0.0000024570318,0.000109126435,0.8794044,0.00024236851],"about_ca_topic_score_codex":0.35726506,"about_ca_topic_score_gemma":0.99904007,"teacher_disagreement_score":0.8734248,"about_ca_system_score_codex":0.0010342388,"about_ca_system_score_gemma":0.0011796341,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W6980362136","doi":"","title":"Building a Data Management Plan for your research project.","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Data management; Data management plan; Data governance; Data collection; Research data","score_opus":0.18734966816703788,"score_gpt":0.3464766846086639,"score_spread":0.159127016441626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980362136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028646325,0.0006753526,0.0029907092,0.00005364489,0.00032400625,0.0028670416,0.003278446,0.00047768766,0.98933023],"genre_scores_gemma":[0.0000047680724,0.000106937536,0.042596716,0.00002656612,0.0004887807,0.000012826592,0.0018242906,0.001385247,0.95355386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950067,0.00048368738,0.0002449148,0.0020659538,0.0009668257,0.0012319408],"domain_scores_gemma":[0.99663985,0.000116127994,0.00025469813,0.002629313,0.00015794415,0.00020206554],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007348433,0.00060537626,0.0006295723,0.0024252115,0.0002826091,0.00025313435,0.0037405854,0.0004913005,0.18319842],"category_scores_gemma":[0.000042837746,0.00071837945,0.00016680152,0.0030444458,0.00021630395,0.0002203314,0.004864724,0.00069441955,0.0008071156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023008737,0.00015652375,0.00004833037,0.0012325036,0.00095969014,0.0010565218,0.00009400712,0.0000034877817,0.000088862165,0.011913295,0.90857947,0.07563723],"study_design_scores_gemma":[0.0020728775,0.00007182645,0.00000889885,0.0013231406,0.0003082648,0.000011268172,0.00296606,0.0001888044,0.000018878312,0.0000579695,0.99224573,0.00072630617],"about_ca_topic_score_codex":0.00084763294,"about_ca_topic_score_gemma":0.0025469274,"teacher_disagreement_score":0.18239132,"about_ca_system_score_codex":0.0006195995,"about_ca_system_score_gemma":0.00035927378,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W6980413848","doi":"","title":"Canadian Cannabis: Orthodoxies of Exclusion and Access","year":2023,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insider; Ethnography; Law enforcement; Software deployment; Politics; Production (economics); Enforcement; Valuation (finance); Securitization","score_opus":0.03063943293006186,"score_gpt":0.2531574117996937,"score_spread":0.22251797886963184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980413848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006351649,0.00024586855,0.00001293677,0.0006135546,0.00038968143,0.00025010738,0.0002558287,0.00006625131,0.9975306],"genre_scores_gemma":[0.0018991202,0.0010141449,0.000015347203,0.00007968202,0.0001845854,4.970508e-7,0.000017235983,0.000034178716,0.9967552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985944,0.0001076325,0.00014879211,0.00036975107,0.000369122,0.00041029078],"domain_scores_gemma":[0.999068,0.00009963125,0.00022896471,0.0001979775,0.00011352534,0.0002918766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017215233,0.00022550944,0.0003664431,0.0002835448,0.00048200978,0.00009417209,0.00060594926,0.00036396956,0.017467592],"category_scores_gemma":[0.000044917175,0.00027238677,0.0001014884,0.000360087,0.00042418772,0.000416223,0.00024359838,0.00024798294,0.000023761891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012721197,0.000036865295,0.007577204,0.0006523366,0.0003024568,0.0006226075,0.03289593,0.000020251044,0.000015566338,0.08270574,0.42693713,0.4481067],"study_design_scores_gemma":[0.00017464935,0.00002226469,0.00087543315,0.00020494695,0.0000643441,6.463071e-7,0.0041830763,0.0000018647967,0.000008830538,0.0013340551,0.9928465,0.00028338406],"about_ca_topic_score_codex":0.70781773,"about_ca_topic_score_gemma":0.977065,"teacher_disagreement_score":0.5659094,"about_ca_system_score_codex":0.0010473955,"about_ca_system_score_gemma":0.0023984814,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W6980657342","doi":"","title":"A community-engaged study to understand the HIV/STI risk of young South Asian sexual minority women in the Greater Toronto Area","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sexual minority; Reproductive health; Health care; Qualitative research; General partnership; Qualitative property; Focus group; Public health","score_opus":0.03926634310565276,"score_gpt":0.27609027212673853,"score_spread":0.2368239290210858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980657342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64786357,0.00005089063,0.000052864925,0.00009005946,0.00004096374,0.0009626477,0.0001596633,0.000014877437,0.35076445],"genre_scores_gemma":[0.55008215,0.0000066806665,0.000012741691,0.000017611745,0.000025060204,0.0000053447475,0.00016592184,0.000014492441,0.44967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99210215,0.0062113996,0.00031703958,0.00033410735,0.00055880396,0.00047647778],"domain_scores_gemma":[0.99828666,0.00029342572,0.0001662362,0.0008430743,0.00020953431,0.00020103596],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021723283,0.00030216508,0.0005286525,0.00018417547,0.000863967,0.00008307593,0.0007325168,0.00014490509,0.02699562],"category_scores_gemma":[0.00040486964,0.00021297726,0.00019664569,0.0006449333,0.00008989942,0.00013995694,0.00018367263,0.002758191,0.000019073565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020244615,0.0017433082,0.10143209,0.0004179361,0.0011136096,0.00036073299,0.86609536,0.000004211158,0.00008394376,0.000028462302,0.0051058447,0.021590037],"study_design_scores_gemma":[0.0017154233,0.002112632,0.13853557,0.00019557858,0.0003073961,0.000005294979,0.85429364,0.000017498414,0.000011166526,0.000008411683,0.0026363023,0.00016107573],"about_ca_topic_score_codex":0.014779604,"about_ca_topic_score_gemma":0.28232765,"teacher_disagreement_score":0.26754805,"about_ca_system_score_codex":0.00074633723,"about_ca_system_score_gemma":0.00021950951,"threshold_uncertainty_score":0.9995425},"labels":[],"label_agreement":null},{"id":"W6980686453","doi":"","title":"Community Innovation and Impact in SSHA","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Social innovation; Social capital; Data collection; Work (physics); Context (archaeology)","score_opus":0.03825921815469176,"score_gpt":0.31445322440900747,"score_spread":0.2761940062543157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980686453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09754593,0.0016774653,0.00041075938,0.00022343143,0.00023504035,0.0003902976,0.00016006746,0.000032054104,0.89932495],"genre_scores_gemma":[0.19908367,0.0010376802,0.00024568985,0.00004070676,0.00016049253,0.0000016858285,0.00076911284,0.00005228018,0.79860866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883723,0.00018434689,0.00017184635,0.00036684444,0.0002206418,0.00021909413],"domain_scores_gemma":[0.999157,0.000014623557,0.00009043692,0.00038826143,0.00029833504,0.000051315044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040435596,0.00020671017,0.00019211604,0.0003462085,0.000065211054,0.000038114762,0.00024933188,0.00030221665,0.0031305181],"category_scores_gemma":[0.00016103442,0.00021778037,0.000049629893,0.00084823323,0.000097291355,0.000010631997,0.00052652485,0.00070286414,0.000016740085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030464662,0.00014142442,0.007979254,0.0010809537,0.0003404939,0.00018128459,0.00023955661,0.00023099917,0.03950493,0.0006149122,0.026256144,0.9231254],"study_design_scores_gemma":[0.00028681732,0.00013871772,0.0019172475,0.00009887981,0.000020173897,0.000028910774,0.0002779781,0.000008067111,0.002133416,0.00020900302,0.9946373,0.00024348036],"about_ca_topic_score_codex":0.00050561404,"about_ca_topic_score_gemma":0.00052966597,"teacher_disagreement_score":0.96838117,"about_ca_system_score_codex":0.00023747419,"about_ca_system_score_gemma":0.0005808087,"threshold_uncertainty_score":0.99778074},"labels":[],"label_agreement":null},{"id":"W6980779843","doi":"","title":"The Courts and Political Speech Rights: A Comparative Study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Power (physics); Legislature; Politics; Entitlement (fair division); Context (archaeology)","score_opus":0.009942109618106562,"score_gpt":0.22232529910203808,"score_spread":0.2123831894839315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980779843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19441326,0.0004284828,0.00039609487,0.000035570312,0.00085716456,0.0005039828,0.00004255576,0.0004084097,0.8029145],"genre_scores_gemma":[0.747863,0.000015384248,0.000049011644,0.0000057304533,0.00004013772,0.0000025019826,0.0000860961,0.000022672151,0.25191545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991385,0.000058256475,0.000141256,0.00021676876,0.00020519915,0.00024005641],"domain_scores_gemma":[0.9995833,0.00007784095,0.000035032826,0.00016703183,0.000034801425,0.0001019931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040495655,0.00023657334,0.0002579997,0.00011878805,0.00034494034,0.00008421981,0.00021300884,0.00007942637,0.015125278],"category_scores_gemma":[0.0000025632112,0.00020272119,0.0000727057,0.0002489117,0.000035314704,0.0000817948,0.000037546677,0.00036075964,0.000011365805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011088554,0.00042083772,0.0014859829,0.00087924453,0.011593555,0.0015956565,0.0421668,0.09702299,0.00044461704,0.22375709,0.017937258,0.6015871],"study_design_scores_gemma":[0.0013244696,0.00020845205,0.0035402577,0.000042212254,0.00077562494,0.000016351421,0.13371772,0.04161057,0.00035609625,0.0005416248,0.8168724,0.0009942249],"about_ca_topic_score_codex":0.00017242756,"about_ca_topic_score_gemma":0.001307172,"teacher_disagreement_score":0.7989351,"about_ca_system_score_codex":0.00016536358,"about_ca_system_score_gemma":0.000016006925,"threshold_uncertainty_score":0.98577505},"labels":[],"label_agreement":null},{"id":"W6980832347","doi":"","title":"CO-SHELTERING COMPANION, “SERVICE”, AND “SUPPORT” ANIMALS IN ONTARIO, CANADA'S INTIMATE PARTNER VIOLENCE SHELTERS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ethics and bioethics in healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Work (physics); Context (archaeology); Social risk; Social life; Government (linguistics)","score_opus":0.048160846778310853,"score_gpt":0.2991881548791061,"score_spread":0.25102730810079527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980832347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76470184,0.0001683538,0.0000038680523,0.001513606,0.0010013647,0.0009370747,0.00011111477,0.00013197829,0.2314308],"genre_scores_gemma":[0.6173803,0.00077391404,0.00028609432,0.0017218372,0.00010029202,0.0000063904095,0.0016312238,0.00012949035,0.37797043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779814,0.0000915272,0.0004188426,0.0006881913,0.0004911964,0.0005121152],"domain_scores_gemma":[0.99877,0.00012608257,0.0002244053,0.0003034825,0.00027957777,0.00029647016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027423783,0.00040105177,0.0006433649,0.00027496627,0.00017198411,0.000052936124,0.0002579257,0.0005963857,0.012519699],"category_scores_gemma":[0.000025206036,0.00044171038,0.00007112152,0.00048429184,0.0000687226,0.000083950006,0.000092995986,0.0017322277,0.00002468391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033447782,0.00021861038,0.73753446,0.018584387,0.0007087227,0.010574489,0.022303445,0.00008056662,0.0020282906,0.0055848146,0.0032739632,0.19576345],"study_design_scores_gemma":[0.003131655,0.0004472183,0.73047304,0.009904802,0.0003921907,0.000057511897,0.034120224,0.00027670016,0.00079784077,0.00044233105,0.21853286,0.0014236043],"about_ca_topic_score_codex":0.93347275,"about_ca_topic_score_gemma":0.99883485,"teacher_disagreement_score":0.2152589,"about_ca_system_score_codex":0.0009846014,"about_ca_system_score_gemma":0.002415926,"threshold_uncertainty_score":0.9998035},"labels":[],"label_agreement":null},{"id":"W6980855486","doi":"","title":"Customer Attitudes Towards the Use of Intelligent Conversational Agents","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Task (project management); Perception; Customer service; Empirical research; Service (business); Service provider; Field (mathematics); Natural (archaeology); Customer satisfaction","score_opus":0.05419520540929278,"score_gpt":0.2401390077249432,"score_spread":0.1859438023156504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980855486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25375736,0.00017394284,0.00009729231,0.00033929513,0.003594723,0.0008399198,0.0000507658,0.00014182532,0.7410049],"genre_scores_gemma":[0.32521054,0.00020006554,0.000065836015,0.0012115792,0.0004107776,0.0000063462276,0.0017680896,0.00006778218,0.671059],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986158,0.00002213346,0.0002615716,0.0003233923,0.0005521317,0.00022497357],"domain_scores_gemma":[0.99900144,0.000033886718,0.0004377892,0.00026285127,0.0002514368,0.000012593709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010003365,0.00027759286,0.00027998997,0.00038006576,0.0003556874,0.00016376594,0.0006128152,0.00013743307,0.20093742],"category_scores_gemma":[0.00001875979,0.00023333049,0.00018214069,0.00091007346,0.00007099545,0.0013629947,0.00030741634,0.00030748354,0.00021745438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017606047,0.00055898796,0.09752229,0.0030636245,0.0006981485,0.0001368378,0.0014004549,0.0060609886,0.00018661631,0.012711619,0.086288,0.7896118],"study_design_scores_gemma":[0.00032652362,0.0000074262693,0.048555892,0.00012587852,0.00017337064,3.8333778e-7,0.0028109392,0.0010459335,0.000034796944,0.000019113206,0.94663554,0.00026419022],"about_ca_topic_score_codex":0.0016872426,"about_ca_topic_score_gemma":0.0006680892,"teacher_disagreement_score":0.86034757,"about_ca_system_score_codex":0.00011012573,"about_ca_system_score_gemma":0.00009370042,"threshold_uncertainty_score":0.95149416},"labels":[],"label_agreement":null},{"id":"W6980887059","doi":"","title":"Data-driven Fault Detection of Electric Motors Using Novel Convolutional Neural Network Designs and Integration of Adaptive Signal Processing","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Fault detection and isolation; Fault (geology); Artificial neural network; Feature extraction; Pattern recognition (psychology); Convolutional neural network","score_opus":0.057883110203554244,"score_gpt":0.2477870184924227,"score_spread":0.18990390828886847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980887059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864532,0.0005330652,0.0042348527,0.000012806582,0.00006108055,0.0003574975,0.00031284132,0.000027567961,0.008007128],"genre_scores_gemma":[0.99129033,0.000036650294,0.000496994,0.000004288467,0.000075556025,5.3165996e-7,0.00040544232,0.0000014996934,0.007688693],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897486,0.000059846425,0.00019647127,0.00033138818,0.00023658863,0.0002008256],"domain_scores_gemma":[0.9992589,0.00012842263,0.00025978519,0.000049368926,0.00023554565,0.00006799299],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077495984,0.00015830068,0.00023377653,0.000024825376,0.00014561146,0.000024009301,0.00030744617,0.00019500473,0.0010890183],"category_scores_gemma":[0.000025962494,0.000091679976,0.000055981138,0.00067029,0.000054465814,0.00019932275,0.000094841365,0.00025945646,1.931117e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004750834,0.000043815893,0.00009625303,0.00006248042,0.000031647065,0.0000011634694,0.00001236295,0.00021672093,0.6337056,0.000031961143,0.00000617559,0.36531672],"study_design_scores_gemma":[0.0018685937,0.0025127782,0.03263327,0.0022880426,0.0008551434,0.000013422946,0.008716113,0.76595867,0.17706104,0.00039063324,0.0063702217,0.0013320496],"about_ca_topic_score_codex":0.0003313311,"about_ca_topic_score_gemma":0.002177919,"teacher_disagreement_score":0.76574194,"about_ca_system_score_codex":0.000072653296,"about_ca_system_score_gemma":0.000084579864,"threshold_uncertainty_score":0.9998241},"labels":[],"label_agreement":null},{"id":"W6980898842","doi":"","title":"DEGRADATION OF SOFC AND SOEC AND ITS IMPACT ON SYSTEM OPERATION","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solid oxide fuel cell; Electricity generation; Renewable energy; Electricity; Natural gas; Capital cost; Fossil fuel; Degradation (telecommunications)","score_opus":0.00912699980793573,"score_gpt":0.20765925153685477,"score_spread":0.19853225172891903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980898842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82040375,0.0003087704,0.000032942193,0.000009461163,0.000465836,0.0004901449,0.000055577813,0.0001200665,0.17811343],"genre_scores_gemma":[0.8503241,0.00006129444,0.000020073576,0.0000031144748,0.00004039066,0.0000029877099,0.00029033038,0.00004402875,0.14921372],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99925345,0.00007472888,0.00016094369,0.00022048318,0.00012176858,0.00016862903],"domain_scores_gemma":[0.9996342,0.00005959005,0.00009249495,0.000100627665,0.000052368283,0.00006072175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007180543,0.00021390922,0.00028976597,0.00026956684,0.00009766746,0.000026400798,0.00010638019,0.00025975163,0.0089741],"category_scores_gemma":[0.000010828093,0.00024380248,0.00004454684,0.00022590082,0.000011642006,0.00017861284,0.000034424793,0.00026527516,0.0000041772723],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027166398,0.00014354936,0.0020381191,0.0074499142,0.0015661672,0.0005370748,0.005102109,0.26390445,0.003923259,0.023995604,0.0017689203,0.6868542],"study_design_scores_gemma":[0.01796286,0.0052806465,0.029698258,0.0019582887,0.002784504,0.00016230963,0.41164553,0.28528613,0.015470179,0.000108202104,0.22421262,0.0054304586],"about_ca_topic_score_codex":0.00011908546,"about_ca_topic_score_gemma":0.00022741548,"teacher_disagreement_score":0.6814237,"about_ca_system_score_codex":0.00063491374,"about_ca_system_score_gemma":0.00008825437,"threshold_uncertainty_score":0.99419767},"labels":[],"label_agreement":null},{"id":"W6980903257","doi":"","title":"Data-Driven based Fault Detection and Diagnosis for Vapor Compression Chillers","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Chiller; Fault detection and isolation; ASHRAE 90.1; Water chiller; Refrigeration; Refrigerant; Chiller boiler system; Fault (geology)","score_opus":0.017187486333930253,"score_gpt":0.24755750546312552,"score_spread":0.23037001912919527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980903257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.807536,0.00922071,0.0063667577,0.0006313352,0.0058347415,0.0046917447,0.008882371,0.0003711739,0.15646516],"genre_scores_gemma":[0.7657771,0.00046565247,0.0015970522,0.00014280983,0.00044418938,0.00002033084,0.02436115,0.00013093863,0.20706078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872816,0.000054408356,0.00012551638,0.00077307515,0.00012189833,0.00019696007],"domain_scores_gemma":[0.99929786,0.000031531137,0.00012091488,0.00036551282,0.00010038023,0.00008383049],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000046850608,0.00028795,0.00021114924,0.000117889664,0.0001474914,0.00006381649,0.00038430735,0.00051212887,0.000752991],"category_scores_gemma":[0.000021335285,0.00029770157,0.00011122314,0.00014979289,0.00004612275,0.000015514774,0.00019435411,0.0002508011,0.000004631955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037140276,0.00017455078,0.0005879665,0.0015771994,0.0009855692,0.00004733675,0.00017364255,0.0003144857,0.20205979,0.000052346197,0.018293675,0.7720194],"study_design_scores_gemma":[0.0010447797,0.00029490737,0.00066618127,0.00019060825,0.00035100768,0.000002947205,0.00061356963,0.0037920068,0.04767806,0.000016075708,0.94488543,0.00046444318],"about_ca_topic_score_codex":0.000057417503,"about_ca_topic_score_gemma":0.002532703,"teacher_disagreement_score":0.92659175,"about_ca_system_score_codex":0.000054138407,"about_ca_system_score_gemma":0.000067266876,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W6980903492","doi":"","title":"Data-Driven Models for Infrastructure Climate-Induced Deterioration Prediction","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset (computer security); Critical infrastructure; Transportation infrastructure; Asset management; Bridge (graph theory); Predictive modelling; Climate change","score_opus":0.03665166354027834,"score_gpt":0.2084902444299663,"score_spread":0.17183858088968795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980903492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84437555,0.00017749972,0.00047582333,0.00016544505,0.0021355345,0.0013387694,0.021948196,0.00037399816,0.12900919],"genre_scores_gemma":[0.4670692,0.00094166986,0.0017029173,0.00016724432,0.0013528132,0.000007675877,0.3219094,0.000014381142,0.20683469],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985828,0.00006994029,0.00019215081,0.0006324177,0.0002164827,0.0003062396],"domain_scores_gemma":[0.99933785,0.000051672097,0.00022739766,0.0001297215,0.00016196702,0.0000913855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000075726646,0.00025169188,0.0002688033,0.00003527879,0.00045278235,0.00011563727,0.00056764594,0.00051290344,0.008840199],"category_scores_gemma":[0.000012677032,0.00015401916,0.0001226058,0.0003266842,0.0000147360715,0.00085828884,0.0001712934,0.00021376439,0.000015150931],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015240997,0.00015105556,0.001086644,0.00035587716,0.0002563211,0.0000668091,0.00059699337,0.0013307101,0.15818286,0.0007729188,0.010804624,0.82487106],"study_design_scores_gemma":[0.0020695792,0.0008788007,0.040176824,0.0008893443,0.0012526537,0.000024304876,0.027318899,0.107584454,0.0014600885,0.0009916291,0.8154199,0.0019335173],"about_ca_topic_score_codex":0.00011899961,"about_ca_topic_score_gemma":0.0095393155,"teacher_disagreement_score":0.82293755,"about_ca_system_score_codex":0.00012571947,"about_ca_system_score_gemma":0.000042016036,"threshold_uncertainty_score":0.99206585},"labels":[],"label_agreement":null},{"id":"W6981019368","doi":"","title":"A DESIGN AND SURVEY THESIS: AN EXPLORATION OF CREATIVITY IN SURGERY","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Creativity; Key (lock)","score_opus":0.10428645547411854,"score_gpt":0.277815366828094,"score_spread":0.17352891135397547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981019368","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08882982,0.0004218116,0.0012725225,0.00007998861,0.0006720439,0.00084244454,0.00003729115,0.00013880838,0.90770525],"genre_scores_gemma":[0.30484083,0.0016406114,0.00024034751,0.0000069315774,0.000070817914,0.0000044523294,0.00016571803,0.00004422791,0.6929861],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99826485,0.0009588097,0.00014669448,0.00026019043,0.00019284525,0.00017663698],"domain_scores_gemma":[0.99907625,0.0004904987,0.00018487201,0.000097783646,0.0000909087,0.000059713213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008249488,0.00012895034,0.00032606712,0.00024369387,0.00022874321,0.000021365719,0.000129952,0.00018836794,0.0017766288],"category_scores_gemma":[0.00009607576,0.00015539001,0.000048086455,0.000595716,0.00012195826,0.0005412763,0.000022238337,0.00010988412,0.0000068257123],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010876372,0.00020147751,0.036974613,0.0002638023,0.00014057259,0.000103077204,0.19120133,0.000058455244,0.00002080677,0.0030882237,0.002026536,0.76483345],"study_design_scores_gemma":[0.00039982956,0.00009681835,0.22361897,0.0003444513,0.00010387531,7.88039e-8,0.7153985,0.00003563109,0.000029845492,0.00043753526,0.058974188,0.00056028203],"about_ca_topic_score_codex":0.015835484,"about_ca_topic_score_gemma":0.3334244,"teacher_disagreement_score":0.76427317,"about_ca_system_score_codex":0.00014639598,"about_ca_system_score_gemma":0.00025701197,"threshold_uncertainty_score":0.9991359},"labels":[],"label_agreement":null},{"id":"W6981044225","doi":"","title":"The Detection of Ischemic Stroke on the PSD Manifold of EEG Signals","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pattern recognition (psychology); Electroencephalography; Spectral density; SIGNAL (programming language); Euclidean distance; Binary number; Weighting; Classifier (UML); Binary classification","score_opus":0.018460502936145495,"score_gpt":0.22058487468039578,"score_spread":0.2021243717442503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981044225","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45154822,0.000050549366,0.0001950892,0.00006816106,0.0006489801,0.00031480886,0.000044003846,0.0000341857,0.547096],"genre_scores_gemma":[0.63531667,0.000034094843,0.000012411041,0.000047992387,0.00004207697,7.326832e-7,0.0000031388993,0.000016588341,0.36452627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860317,0.00018920774,0.00024746155,0.00037784292,0.00035953938,0.00022278758],"domain_scores_gemma":[0.99845076,0.00051469234,0.00049660023,0.00038997995,0.000110673005,0.00003727972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013367902,0.00023862699,0.00023774088,0.00010926001,0.000246084,0.000047933718,0.0009766257,0.0001741887,0.0043050162],"category_scores_gemma":[0.0000610933,0.00015887986,0.00018640966,0.0003408949,0.00014708553,0.00010682504,0.00009465073,0.00031017058,0.000041753116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047872183,0.000054526758,0.000017681225,0.00009324324,0.000054982702,0.000008062459,0.00071448676,0.000012870754,0.909287,0.001180982,0.0015454292,0.08655205],"study_design_scores_gemma":[0.00019162157,0.0002588934,0.00010783151,0.0001564521,0.000046168672,0.0000018495019,0.0020501914,0.00015228392,0.8139168,0.000038021677,0.18294705,0.00013281373],"about_ca_topic_score_codex":0.00004634913,"about_ca_topic_score_gemma":0.00033197252,"teacher_disagreement_score":0.18376848,"about_ca_system_score_codex":0.00004479515,"about_ca_system_score_gemma":0.000045940553,"threshold_uncertainty_score":0.99660516},"labels":[],"label_agreement":null},{"id":"W6981065549","doi":"","title":"DEVELOPING HIERARCHICALLY STRUCTURED SUPER-REPELLENT COATINGS FOR THE REDUCED ADHESION OF BIOLOGICAL CONTAMINATES","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale; McMaster University","keywords":"Wetting; Biofouling; Adhesion; Monolayer; Nanoparticle; Contact angle; Contamination","score_opus":0.03701372316594627,"score_gpt":0.2414444052877698,"score_spread":0.20443068212182353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981065549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97895336,0.00022743718,0.00014273549,0.0009502134,0.0013154546,0.0014529717,0.0002494582,0.0001279581,0.016580408],"genre_scores_gemma":[0.76768154,0.0002782994,0.00055451295,0.00007023259,0.00023694779,0.00001488732,0.0018075082,0.000009096591,0.22934698],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856603,0.00009494765,0.0003941648,0.00042014814,0.00022765396,0.00029706836],"domain_scores_gemma":[0.9984807,0.0006803582,0.00036865726,0.00009825356,0.00033168268,0.00004037159],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000270959,0.00025597718,0.000370094,0.000047265312,0.00046013485,0.0000556146,0.0006508427,0.00038169726,0.0029850896],"category_scores_gemma":[0.0000917093,0.00010482646,0.0002130383,0.0007181255,0.000077609315,0.000050091487,0.00010383775,0.00024653485,0.000009901031],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005690643,0.000056453468,0.00043574447,0.00022374284,0.00019425567,0.000010907334,0.0010674528,0.00001696457,0.27867442,0.052027036,0.0008098809,0.66591406],"study_design_scores_gemma":[0.001461361,0.001396045,0.027904822,0.001160862,0.0003001927,0.000008329559,0.048149798,0.0012187008,0.048579615,0.0059999237,0.86221063,0.0016097125],"about_ca_topic_score_codex":0.00026565173,"about_ca_topic_score_gemma":0.0022313271,"teacher_disagreement_score":0.8614008,"about_ca_system_score_codex":0.00009195565,"about_ca_system_score_gemma":0.00006290484,"threshold_uncertainty_score":0.9979263},"labels":[],"label_agreement":null},{"id":"W6981069200","doi":"","title":"Dialogue summary: Enhancing the delivery of comprehensive care for people living with HIV in Canada","year":2019,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Human immunodeficiency virus (HIV); Thematic analysis; Key (lock); Stakeholder; Qualitative research","score_opus":0.07575213383587012,"score_gpt":0.27380454807212723,"score_spread":0.1980524142362571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981069200","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059397086,0.0012015257,0.0060729785,0.00006162019,0.0006885616,0.00085966307,0.00026006132,0.00003118483,0.9848847],"genre_scores_gemma":[0.025737183,0.00006835399,0.004331675,0.00009147491,0.00008243396,0.0000022169936,0.000011721908,0.00011060881,0.9695643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997655,0.00042099954,0.00034520967,0.0005845262,0.0006275805,0.0003666822],"domain_scores_gemma":[0.9820218,0.016403526,0.0006372097,0.0006177957,0.00025421492,0.0000654196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040121112,0.00027290484,0.0007797392,0.0005292604,0.00008711239,0.00004459222,0.0012485976,0.00013897948,0.008749813],"category_scores_gemma":[0.000940015,0.00018709205,0.0001154672,0.001903173,0.00006944798,0.000080870566,0.00036915523,0.0002303461,0.00000986702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027199308,0.000044268676,0.36391702,0.0008049753,0.0003051035,0.000090400106,0.0035632092,0.0022978804,0.000049939277,0.00037631017,0.23531923,0.39295968],"study_design_scores_gemma":[0.00074587716,0.00008055419,0.012924663,0.0008018637,0.000053989927,0.0000026102016,0.08334969,0.00015578402,0.000016100528,0.000017816967,0.9015137,0.00033736753],"about_ca_topic_score_codex":0.6161361,"about_ca_topic_score_gemma":0.97505724,"teacher_disagreement_score":0.66619444,"about_ca_system_score_codex":0.0003176278,"about_ca_system_score_gemma":0.0009879954,"threshold_uncertainty_score":0.9921563},"labels":[],"label_agreement":null},{"id":"W6981075060","doi":"","title":"Dialogue Summary: Defining the Mental Health and Addictions 'Basket of Core Services' to be Publicly Funded in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Government of Ontario; McMaster University","keywords":"Mental health; Addiction; Core (optical fiber); Key (lock); Stakeholder; Addiction medicine; Public health; Common core","score_opus":0.020279192370616133,"score_gpt":0.193440826662617,"score_spread":0.17316163429200088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981075060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006467373,0.00017097664,0.000055739623,0.0025708727,0.00031714316,0.00063744857,0.00011307045,0.00007376428,0.99541426],"genre_scores_gemma":[0.0012925534,0.000095923635,0.00007778249,0.0029325588,0.000117895055,0.0000034273864,0.00018047196,0.000089301146,0.9952101],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888575,0.000016343218,0.00019160286,0.00038299474,0.00021506529,0.00030822435],"domain_scores_gemma":[0.99919564,0.000015092098,0.00044095042,0.00028087109,0.000030746658,0.00003672935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120560544,0.00025410575,0.0003198879,0.00041152525,0.00012057397,0.0000991637,0.00040371012,0.00009323788,0.038368],"category_scores_gemma":[0.0000029866226,0.00021132083,0.000062929255,0.0004878134,0.000056901077,0.00037146668,0.00071368256,0.00015711563,0.00009932899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016260275,0.00009490793,0.0845513,0.00043522398,0.00015826056,0.000027392869,0.0006632867,0.000003968059,0.000002329,0.057975624,0.78364694,0.07227816],"study_design_scores_gemma":[0.0008307749,0.000022421395,0.0034956068,0.00051099464,0.000036064866,4.0931468e-7,0.0021090866,0.000010030808,1.4555908e-7,0.0000822603,0.9926868,0.00021538942],"about_ca_topic_score_codex":0.3240796,"about_ca_topic_score_gemma":0.9510941,"teacher_disagreement_score":0.6270145,"about_ca_system_score_codex":0.00023513673,"about_ca_system_score_gemma":0.00008790269,"threshold_uncertainty_score":0.96251106},"labels":[],"label_agreement":null},{"id":"W6981253808","doi":"","title":"Drivers and Outcomes of Green Acquisitions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stock (firearms); Green marketing; Odds; Context (archaeology); Event study; Stock market; Green innovation","score_opus":0.012076666775725617,"score_gpt":0.21457148303952392,"score_spread":0.2024948162637983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981253808","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33514556,0.0001273458,0.000008680496,0.00025292652,0.0010635768,0.00023590896,0.00008515231,0.0002254037,0.66285545],"genre_scores_gemma":[0.058755614,0.00011302823,0.00008009416,0.000028517776,0.00006133159,5.9124784e-7,0.0005656975,0.000024495992,0.9403706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991712,0.00006167669,0.00014738768,0.00034425204,0.00010585607,0.00016963482],"domain_scores_gemma":[0.9994945,0.000042060175,0.00016282221,0.00016999878,0.00007870974,0.000051894236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004357435,0.00020349433,0.00029689324,0.00020428826,0.00012471773,0.000008191666,0.000175176,0.0003859475,0.018943949],"category_scores_gemma":[0.000011730088,0.00020535101,0.00011110796,0.00033390295,0.00010031051,0.00011381832,0.000060046757,0.00018638583,0.00012451323],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077546434,0.0001436135,0.049957946,0.0008013763,0.0016879904,0.00015249506,0.003800248,0.00006359933,0.0042448645,0.028213058,0.0020869963,0.90807235],"study_design_scores_gemma":[0.0020926085,0.00037871298,0.379574,0.00024807086,0.0011499109,0.00000862791,0.030117746,0.000030004892,0.0034960774,0.004069165,0.5775928,0.0012422499],"about_ca_topic_score_codex":0.0018653414,"about_ca_topic_score_gemma":0.006450571,"teacher_disagreement_score":0.9068301,"about_ca_system_score_codex":0.000043154912,"about_ca_system_score_gemma":0.000031967527,"threshold_uncertainty_score":0.98195285},"labels":[],"label_agreement":null},{"id":"W6981290220","doi":"","title":"Ecological Determinants of Foraging and Caching Behaviour in Sympatric Heteromyid Rodents","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Massachusetts Department of Fish and Game; California Department of Fish and Game","keywords":"Foraging; Predation; Cache; Sympatric speciation; Resource (disambiguation); Trade-off; Hoarding (animal behavior); Relation (database); Selection (genetic algorithm)","score_opus":0.02145942602772609,"score_gpt":0.2775492595280762,"score_spread":0.2560898335003501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981290220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96793175,0.00009482101,0.000018866,0.000011782186,0.00016354401,0.00039741327,0.000012580574,0.000027955435,0.0313413],"genre_scores_gemma":[0.8875266,0.000037077156,0.00018604538,0.000015520574,0.000023456896,0.0000012073813,0.000075689764,0.00003152664,0.11210291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998642,0.00008400163,0.00029773184,0.00045893595,0.00024336475,0.00027395398],"domain_scores_gemma":[0.99927247,0.000042179458,0.00029029817,0.0001956963,0.00009921731,0.00010012075],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009685893,0.0002700028,0.0005942943,0.0004671827,0.00007330837,0.00001897862,0.00014257492,0.00036081285,0.007565002],"category_scores_gemma":[0.000037277452,0.00029111953,0.00012655367,0.00037221154,0.000054489643,0.00020733953,0.0000946263,0.00038243135,0.000015515501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034157696,0.00031005335,0.90507567,0.00042551543,0.000045089957,0.00041019637,0.0005733317,0.0000053372983,0.00027971054,0.0000056661006,0.000015470161,0.09251236],"study_design_scores_gemma":[0.0028620628,0.00034612935,0.98286813,0.000765219,0.0004638124,0.000052587773,0.0099636745,0.00032647117,0.00022325122,0.000009209517,0.0017651018,0.00035437028],"about_ca_topic_score_codex":0.0002452584,"about_ca_topic_score_gemma":0.0027591856,"teacher_disagreement_score":0.092158,"about_ca_system_score_codex":0.00014673095,"about_ca_system_score_gemma":0.00007633778,"threshold_uncertainty_score":0.9999541},"labels":[],"label_agreement":null},{"id":"W6981539534","doi":"","title":"EMERGENCE AND MECHANISMS OF MULTI-DRUG RESISTANT MICROORGANISMS IN PATIENTS AT HIGH RISK FOR ANTIMICROBIAL RESISTANCE","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Identification (biology); Antibiotics; Antimicrobial; Bacteria; Public health","score_opus":0.00561867030171579,"score_gpt":0.19712009619365709,"score_spread":0.1915014258919413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981539534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322504,0.00075964106,0.0024006136,0.000009017205,0.0003012216,0.0004525569,0.00046424192,0.0000051215366,0.0023825679],"genre_scores_gemma":[0.6785485,0.0011351071,0.01085293,0.000014459589,0.000035472018,0.0000028594923,0.0031234883,0.00006487644,0.3062223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987907,0.0000948249,0.00026433272,0.00054219953,0.00010790768,0.00020007961],"domain_scores_gemma":[0.9991517,0.000014277571,0.00033815575,0.0002291962,0.00021289993,0.000053734675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009150433,0.0002298542,0.00027710994,0.0000850631,0.00010119823,0.000013069105,0.00017476098,0.0002911357,0.0006143681],"category_scores_gemma":[0.000034695986,0.00028086227,0.00009684003,0.0001585619,0.00003371887,0.0000058173237,0.00010930393,0.000095911484,7.66259e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001862103,0.00016346054,0.006844014,0.0004975303,0.000106042506,0.0000062701993,0.00030172075,0.00003358849,0.98323506,0.00019976443,0.00028467312,0.00646575],"study_design_scores_gemma":[0.0026769082,0.00016769514,0.02042985,0.00017444305,0.00012351973,7.813757e-8,0.00079093676,0.000011045027,0.9628644,0.00014109068,0.012211653,0.0004083678],"about_ca_topic_score_codex":0.00014323677,"about_ca_topic_score_gemma":0.015727507,"teacher_disagreement_score":0.3146765,"about_ca_system_score_codex":0.000037223028,"about_ca_system_score_gemma":0.00006709927,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W6981570628","doi":"","title":"ENERGY MANAGEMENT COMPARISONS WITH MICROGRIDS: AN OVERVIEW OF TRADITIONAL AND HYDROGEN HYBRID MICROGRIDS","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microgrid; Renewable energy; Energy management; Software; Photovoltaic system; Wind power; Hydrogen production; Energy storage; Energy management system","score_opus":0.05822208202201901,"score_gpt":0.24485538454970462,"score_spread":0.18663330252768562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981570628","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4604887,0.0007715864,0.0009886342,0.00079462887,0.00014305132,0.0003274223,0.00016323586,0.0002019421,0.5361208],"genre_scores_gemma":[0.8602799,0.0022017835,0.0014988984,0.00011007266,0.00006616503,0.0000017417098,0.0001224932,0.000021793394,0.13569711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991185,0.00012428888,0.0001057776,0.00022561193,0.0002078602,0.00021795293],"domain_scores_gemma":[0.9996104,0.000048562513,0.00006736828,0.00011369011,0.00003857405,0.00012135137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013017232,0.00010325501,0.00014312327,0.0001493896,0.00037935207,0.000035317622,0.00020800723,0.000050254228,0.0017790844],"category_scores_gemma":[0.0000010915472,0.00010518158,0.000047953992,0.0006547225,0.0003073396,0.0001884092,0.00005703369,0.00007107197,0.000009337378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013132892,0.00054390455,0.03654698,0.00016177744,0.0005131375,0.00032232574,0.0036276248,0.0011520081,0.00019015383,0.74353844,0.0070881178,0.20618422],"study_design_scores_gemma":[0.0009478785,0.00015008387,0.019994102,0.00009968617,0.0001388294,0.0000056910735,0.014761828,0.0020781818,0.000055328106,0.0013482384,0.9601142,0.00030599735],"about_ca_topic_score_codex":0.0006791355,"about_ca_topic_score_gemma":0.0032782892,"teacher_disagreement_score":0.95302606,"about_ca_system_score_codex":0.000056792505,"about_ca_system_score_gemma":0.00004883807,"threshold_uncertainty_score":0.9991334},"labels":[],"label_agreement":null},{"id":"W6981580741","doi":"","title":"Essays on Health Economics, Health Behaviours, and Labour Outcomes","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Consumption (sociology); Association (psychology); Wage; National Longitudinal Surveys; Alcohol consumption; Survey data collection; Population; National Health Interview Survey; Work (physics)","score_opus":0.020023608591797453,"score_gpt":0.22929670783308398,"score_spread":0.20927309924128654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981580741","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55774146,0.0026090532,0.0000045745273,0.009222692,0.0033715116,0.0007742445,0.0019586217,0.00028053008,0.4240373],"genre_scores_gemma":[0.020538367,0.0021635438,0.00009236689,0.0017802122,0.00007225659,4.298209e-7,0.0019277898,0.000016816257,0.9734082],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99861485,0.00014600884,0.00021305187,0.00050408975,0.00009119215,0.0004307988],"domain_scores_gemma":[0.9992583,0.0001150759,0.00025004518,0.00016666704,0.000022737719,0.00018719585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001702327,0.00029926313,0.00055189023,0.00021799118,0.0004797547,0.00003112262,0.00021715785,0.00021248739,0.0216522],"category_scores_gemma":[0.000009036783,0.00029505015,0.000082788494,0.00017094596,0.000080152815,0.00009636267,0.000021237114,0.00034375378,0.00025380283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014895621,0.000026016272,0.4784767,0.00015233239,0.00018911199,0.00006524855,0.0013693162,0.00013584614,3.332768e-8,0.0017814747,0.013494519,0.5041604],"study_design_scores_gemma":[0.00052255223,0.00034098994,0.8965287,0.00007054405,0.000030994655,0.0000030798533,0.004431093,0.000018790504,5.289751e-7,0.00040713843,0.097345605,0.00029996905],"about_ca_topic_score_codex":0.019577442,"about_ca_topic_score_gemma":0.39395088,"teacher_disagreement_score":0.5493709,"about_ca_system_score_codex":0.000028242386,"about_ca_system_score_gemma":0.00017301735,"threshold_uncertainty_score":0.9999502},"labels":[],"label_agreement":null},{"id":"W6981688389","doi":"","title":"Examining microbial carbon source cycling in arsenic contaminated Bangladesh aquifers through lipid and isotopic analyses","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Organic matter; Arsenic; Groundwater; Sedimentary organic matter; Microbial population biology; Total organic carbon; Carbon cycle","score_opus":0.030116680364686083,"score_gpt":0.2664778997506347,"score_spread":0.2363612193859486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981688389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6675071,0.000036099405,0.000110580295,0.000019751831,0.00011640192,0.00020453776,0.00001182043,0.000020618518,0.3319731],"genre_scores_gemma":[0.74809664,0.000011314581,0.000083404455,0.000010437047,0.00010663798,0.0000030095016,0.00014304445,0.000016999998,0.2515285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884385,0.000047486134,0.00019002066,0.0005138148,0.00010832485,0.0002965124],"domain_scores_gemma":[0.99929327,0.000049235492,0.00027118612,0.00027911,0.000042763837,0.00006446331],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053428976,0.0002606471,0.00034441845,0.00014648042,0.00027114467,0.00013422419,0.00038472385,0.00014173635,0.0034715328],"category_scores_gemma":[0.0000037231762,0.00030257393,0.000083065825,0.0002980913,0.000084077925,0.0002422474,0.000073803356,0.00031410097,0.000008068606],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015503637,0.00019728341,0.13286379,0.00013726312,0.00030723496,0.000043568958,0.00873636,0.00026798423,0.03403093,0.0013759899,0.00013306485,0.8217515],"study_design_scores_gemma":[0.009897064,0.00040530352,0.13537797,0.0023516526,0.0018267059,0.0000068257514,0.21488255,0.0042107073,0.035349056,0.00091596495,0.5902368,0.0045394017],"about_ca_topic_score_codex":0.0022061162,"about_ca_topic_score_gemma":0.002261596,"teacher_disagreement_score":0.8172121,"about_ca_system_score_codex":0.000063967906,"about_ca_system_score_gemma":0.0000958103,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W6981696003","doi":"","title":"Examining the Substitution Effect of Assisted Living Services in Retirement Homes in Ontario, Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health and Retirement Study; Payment; Dementia; Population; Health care; Population ageing; Long-term care; Service (business); Older people","score_opus":0.019242843032685905,"score_gpt":0.18732550930672814,"score_spread":0.16808266627404223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981696003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5722759,0.00043394807,9.825591e-8,0.00001370924,0.0006390417,0.00015549563,0.000003941683,0.000007038776,0.42647085],"genre_scores_gemma":[0.5949677,0.000014939262,0.0000027467943,0.000016560542,0.000038326554,0.0000019203662,0.000074667565,0.000010410097,0.40487272],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988034,0.00019876884,0.00024282251,0.0002605193,0.00030301127,0.00019150549],"domain_scores_gemma":[0.9993701,0.00016317988,0.00021206458,0.00015519247,0.00007313413,0.000026333262],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017940291,0.0002247413,0.00043249968,0.00017223778,0.00018201009,0.000025155761,0.00024144347,0.000069152244,0.0347811],"category_scores_gemma":[0.000019601062,0.00019213089,0.000050491846,0.00012279996,0.00008545888,0.00010727068,0.00005260624,0.0003519799,0.000001505078],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068461517,0.00019648156,0.2825458,0.005923187,0.00067082024,0.0014042202,0.57454044,0.00015314306,0.00017539543,0.002751347,0.0020942783,0.12886025],"study_design_scores_gemma":[0.00080286927,0.00014394482,0.30753064,0.004669028,0.00019377295,7.269795e-7,0.24684103,0.000010981768,0.00004806251,0.0000015329971,0.43944234,0.00031508176],"about_ca_topic_score_codex":0.96965265,"about_ca_topic_score_gemma":0.99996257,"teacher_disagreement_score":0.43734804,"about_ca_system_score_codex":0.0011653646,"about_ca_system_score_gemma":0.00049453287,"threshold_uncertainty_score":0.9661012},"labels":[],"label_agreement":null},{"id":"W6981704271","doi":"","title":"Exploring the Initial Period of Settlement Among Immigrant Women Experiencing Intersectional Barriers in Toronto Through a Photovoice Project","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Articular cartilage damage; Hyporeflexia; Tubulopathy; TSG101","score_opus":0.048702394741426305,"score_gpt":0.24478060666749565,"score_spread":0.19607821192606933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981704271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.831644,0.00030064824,0.00006977297,0.000013943913,0.0012808641,0.00049984234,0.00020843303,0.000033512926,0.165949],"genre_scores_gemma":[0.9122016,0.0009094912,0.000070293354,0.000043894284,0.00015705467,0.00009783213,0.00017417835,0.00007401305,0.08627166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826264,0.000039396848,0.00060710515,0.0005615738,0.000096313284,0.00043299617],"domain_scores_gemma":[0.99910176,0.000030786865,0.0005064495,0.00026617837,0.000046870806,0.0000479285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027451455,0.0002996697,0.00054697634,0.00024027466,0.00024209333,0.0000444529,0.00045857744,0.0001762618,0.01316208],"category_scores_gemma":[0.000036985766,0.00033056815,0.0001964379,0.00066086405,0.00007927673,0.00079466985,0.00018180946,0.00031902193,0.000033399767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017770687,0.00020601264,0.013435392,0.00079787715,0.00036513834,0.00023997933,0.9119179,0.00012781881,0.00079935626,0.023722434,0.0006844297,0.04592657],"study_design_scores_gemma":[0.0014076075,0.00024121992,0.018906051,0.0005349575,0.000022282133,0.0000021807334,0.7855961,0.000113200935,0.0012017175,0.00050286466,0.19072866,0.0007431667],"about_ca_topic_score_codex":0.042548202,"about_ca_topic_score_gemma":0.07286358,"teacher_disagreement_score":0.19004424,"about_ca_system_score_codex":0.0015852143,"about_ca_system_score_gemma":0.00013071997,"threshold_uncertainty_score":0.99991465},"labels":[],"label_agreement":null},{"id":"W6981743773","doi":"","title":"“Exploring Deafhood”: Investigating the experiences of d/Deaf and Hard of Hearing people who faced barriers to Deaf culture","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Deaf culture; Hearing loss; Qualitative research; Sign (mathematics); Hearing aid; Sign language","score_opus":0.04177256540713623,"score_gpt":0.2717310967343969,"score_spread":0.22995853132726066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981743773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809812,0.00005009637,0.00004191434,0.00029064002,0.0005479506,0.00047264583,0.000004928367,0.000046002493,0.017564652],"genre_scores_gemma":[0.82818484,0.000093361414,0.003001377,0.00022882594,0.00014935895,0.00003191197,0.00015836488,0.00006551536,0.16808647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985821,0.000056793648,0.00035027674,0.00035059106,0.00043112066,0.00022906605],"domain_scores_gemma":[0.99891096,0.0000585852,0.00026850624,0.00026090152,0.0003287531,0.00017227654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020270233,0.000220114,0.00045266713,0.0002976669,0.00021557648,0.00002174704,0.0002516429,0.00017745991,0.002322013],"category_scores_gemma":[0.0008174984,0.00019099469,0.00007118249,0.0016427957,0.00012607401,0.00018310775,0.000093459705,0.00040327496,0.000005160783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022693725,0.00004054596,0.017646976,0.002112413,0.0002819003,0.000011851518,0.8556834,0.000082467894,0.0077491123,0.0009972982,0.0021593915,0.11300772],"study_design_scores_gemma":[0.0005131743,0.00017126607,0.02717427,0.001753005,0.00020507172,0.0000037231584,0.9494992,0.0001520399,0.011011589,0.000027733044,0.009256076,0.00023288872],"about_ca_topic_score_codex":0.00032130827,"about_ca_topic_score_gemma":0.00028514396,"teacher_disagreement_score":0.15279634,"about_ca_system_score_codex":0.000101729864,"about_ca_system_score_gemma":0.0002956584,"threshold_uncertainty_score":0.99859},"labels":[],"label_agreement":null},{"id":"W6981752929","doi":"","title":"EXPLORING THE SCOPE AND EVALUATION APPROACHES FOR MENTAL HEALTH APPS IMPLEMENTED IN WORKPLACE SETTINGS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Mental health; Psychological intervention; Scope (computer science); Scale (ratio); MEDLINE; Empirical research; Systematic review; Inclusion (mineral); Health promotion","score_opus":0.07109783504887941,"score_gpt":0.26423441121243346,"score_spread":0.19313657616355406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981752929","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43816778,0.0006821147,0.007710213,0.0036278814,0.00092913286,0.008996522,0.00062670436,0.000091453985,0.5391682],"genre_scores_gemma":[0.5219541,0.00006989926,0.0019965149,0.0001697526,0.00042459744,0.00029643893,0.008942195,0.00008127384,0.4660652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989484,0.000097148586,0.00019762626,0.00034531826,0.00015186604,0.00025961708],"domain_scores_gemma":[0.9995163,0.00006852387,0.00017676552,0.0001374944,0.000050757164,0.00005014822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017213156,0.0002092875,0.00023468497,0.00009595406,0.00035095538,0.000057633362,0.0001786157,0.000030740703,0.0013964669],"category_scores_gemma":[0.000002602981,0.00019905207,0.00007990549,0.00038200882,0.000019519348,0.00024963685,0.00006437383,0.00019743033,0.0000018594512],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013504729,0.00007280071,0.0007397275,0.00013886455,0.00011087918,1.2151776e-7,0.0026930533,0.00069013867,0.000015662003,0.01196612,0.0010018243,0.98243576],"study_design_scores_gemma":[0.008725975,0.00032495556,0.021426667,0.001936492,0.00058730895,7.629795e-8,0.2789787,0.026012667,0.0003751281,0.003253074,0.65701276,0.0013661921],"about_ca_topic_score_codex":0.0002566726,"about_ca_topic_score_gemma":0.000516486,"teacher_disagreement_score":0.98106956,"about_ca_system_score_codex":0.00016129456,"about_ca_system_score_gemma":0.00018197998,"threshold_uncertainty_score":0.99951637},"labels":[],"label_agreement":null},{"id":"W6981761012","doi":"","title":"Extensions to the OCLUST Algorithm","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Outlier; Trimming; Mixture model; Cluster analysis; Transformation (genetics); Gaussian; Extension (predicate logic)","score_opus":0.030263986427587264,"score_gpt":0.30331115488157384,"score_spread":0.2730471684539866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981761012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010444352,0.00008267385,0.00023330671,0.004136013,0.0020811756,0.00034446627,0.00006606699,0.00014330186,0.99186856],"genre_scores_gemma":[0.0020239495,0.00025490654,0.00046394902,0.0005238973,0.0007021504,0.0000019820127,0.00006863152,0.000028436554,0.9959321],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866784,0.00019462412,0.000113497874,0.00034205092,0.00033528646,0.00034670695],"domain_scores_gemma":[0.9992512,0.00012178193,0.00007480201,0.00024482285,0.00010986211,0.00019755922],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002049082,0.00018253693,0.00016995739,0.00016518006,0.0011680309,0.0002445161,0.0005691979,0.00024401167,0.09224852],"category_scores_gemma":[0.0000353268,0.00015915539,0.0001565639,0.000948558,0.0000699518,0.00019855067,0.00009182956,0.00046370027,0.002812397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023999186,0.00002933715,0.000011987142,0.000026411368,0.000066127875,0.000043194003,0.11375665,0.000038945167,0.00002280572,0.007439056,0.083240464,0.795301],"study_design_scores_gemma":[0.000051391362,0.00001810061,0.00029656076,0.000094877745,0.00017412315,9.3933755e-7,0.11216527,0.00004918151,0.0000021751193,0.000081172075,0.88688403,0.0001821576],"about_ca_topic_score_codex":0.040325552,"about_ca_topic_score_gemma":0.29133675,"teacher_disagreement_score":0.8036436,"about_ca_system_score_codex":0.00019970938,"about_ca_system_score_gemma":0.00030492462,"threshold_uncertainty_score":0.997964},"labels":[],"label_agreement":null},{"id":"W6981763231","doi":"","title":"FACTORS INFLUENCING SKELETAL MUSCLE REMODELLING WITH LOADING","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Skeletal muscle; Myocyte; Muscle mass; Muscle contraction; ITGA7; Transcriptome; Resistance training; Muscle hypertrophy; Exercise physiology","score_opus":0.01291640824472343,"score_gpt":0.19299558398014052,"score_spread":0.1800791757354171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981763231","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54375166,0.000070183116,0.000030790165,0.0000041190624,0.00030622722,0.000058393707,0.000011184182,0.0003232771,0.45544413],"genre_scores_gemma":[0.29131097,0.000045896566,0.00006676535,0.0000058053265,0.00012014958,3.8971618e-7,0.00035656328,0.00013335812,0.7079601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982398,0.000017088609,0.00024595368,0.00062867807,0.0003551615,0.0005132933],"domain_scores_gemma":[0.9990727,0.00006364939,0.00026415073,0.0003429629,0.000110641035,0.00014594948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000384835,0.00051103794,0.00041638213,0.00020066407,0.00035069106,0.000105573905,0.0005022864,0.0006483138,0.035625592],"category_scores_gemma":[0.000006609555,0.00048187288,0.0002030333,0.0005983222,0.0000398916,0.00021506783,0.000081758924,0.00092721765,0.000116866024],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012728719,0.00044327055,0.008974186,0.009467043,0.006541584,0.0057540964,0.055116814,0.017226456,0.17877759,0.0027880287,0.0018281031,0.71180993],"study_design_scores_gemma":[0.0051794495,0.0003057094,0.0018961757,0.008279056,0.0028514413,0.00003768262,0.25114545,0.00722378,0.051773738,0.00026744022,0.66459954,0.0064405184],"about_ca_topic_score_codex":0.00036862938,"about_ca_topic_score_gemma":0.0005438085,"teacher_disagreement_score":0.7053695,"about_ca_system_score_codex":0.0003934645,"about_ca_system_score_gemma":0.0001669662,"threshold_uncertainty_score":0.9997633},"labels":[],"label_agreement":null},{"id":"W6981874631","doi":"","title":"\"Follow All the Rules:\" Hunter and Angler Identity Formation, Group Boundaries, and the Ethno-Racialization of Poaching in Ontario","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Racism; Prejudice (legal term); Indigenous; Collective identity; Social identity theory; Identity (music); Ideology; White (mutation)","score_opus":0.025178158384501523,"score_gpt":0.2063686556417093,"score_spread":0.1811904972572078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981874631","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25091267,0.0015153091,0.00020554865,0.0008245169,0.0014204505,0.0007585053,0.000039804545,0.000060903516,0.7442623],"genre_scores_gemma":[0.34944898,0.00024698797,0.000019819034,0.00016046109,0.00008270299,0.000004547269,0.00024726862,0.000019874606,0.64976937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992694,0.00012230687,0.00018530298,0.0001602236,0.00013012435,0.00013259218],"domain_scores_gemma":[0.9995563,0.000102510596,0.0001749764,0.0000878955,0.000060631384,0.00001769831],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001920678,0.00014445755,0.00024056704,0.000098321834,0.0009765681,0.00010581943,0.00016283126,0.000098465396,0.003943954],"category_scores_gemma":[0.000018751918,0.00009964137,0.000056573866,0.00006419719,0.00080497283,0.00041475138,0.00013556557,0.0002959987,0.0000052994887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003965445,0.000017824867,0.004155076,0.00012233762,0.00014396735,0.000006974626,0.48250443,0.0000016426259,6.732568e-7,0.50121564,0.0006999918,0.01073491],"study_design_scores_gemma":[0.0009313453,0.000033898003,0.01796816,0.00008072657,0.00017832877,6.473539e-7,0.046466947,0.000024649558,5.816962e-7,0.009617798,0.92454815,0.00014876285],"about_ca_topic_score_codex":0.10306676,"about_ca_topic_score_gemma":0.98218155,"teacher_disagreement_score":0.92384815,"about_ca_system_score_codex":0.00011600623,"about_ca_system_score_gemma":0.000035232883,"threshold_uncertainty_score":0.9969666},"labels":[],"label_agreement":null},{"id":"W6981878354","doi":"","title":"FUNCTIONAL NUCLEIC ACIDS AS KEY COMPONENTS IN BIOSENSORS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Deoxyribozyme; Nucleic acid; Aptamer; Biosensor; Rolling circle replication; Isolation (microbiology); Analyte; Nucleic acid detection","score_opus":0.024505504847573738,"score_gpt":0.19912024069978196,"score_spread":0.1746147358522082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981878354","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5133307,0.000117065785,8.8444864e-7,0.00011069007,0.001119721,0.00011366689,0.000052365118,0.00006376809,0.48509112],"genre_scores_gemma":[0.1632716,0.000105445564,0.000036470807,0.00010883379,0.000076833654,2.0137125e-7,0.0018144193,0.000009574151,0.8345766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987262,0.00011680423,0.00017245393,0.00044581245,0.00019372588,0.00034499532],"domain_scores_gemma":[0.9995411,0.00010588567,0.0001012458,0.0001307161,0.000038456124,0.000082602746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007930081,0.00026470813,0.00031221606,0.00035941196,0.00021500012,0.000020449992,0.00025219985,0.00035538955,0.1807821],"category_scores_gemma":[0.000017270297,0.00027690636,0.00010165311,0.00057742867,0.00009501614,0.00013470664,0.00002278591,0.00038479234,0.0049336674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013427585,0.00006290444,0.8755566,0.00013952203,0.00036654162,0.0016059625,0.0019679922,0.0014053853,0.000059642134,0.00038359695,0.0103753535,0.10673376],"study_design_scores_gemma":[0.0006089988,0.000072887604,0.8952449,0.000060136117,0.000052065305,0.000006732905,0.0041543967,0.000113347036,0.000012088715,0.00030110157,0.099073716,0.00029962012],"about_ca_topic_score_codex":0.0037688417,"about_ca_topic_score_gemma":0.07638958,"teacher_disagreement_score":0.35005912,"about_ca_system_score_codex":0.000016351589,"about_ca_system_score_gemma":0.00005172655,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W6981899561","doi":"","title":"Food insecurity is associated with higher health care use and costs among Canadian adults","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food insecurity; Health care; Service (business); Public health; Survey data collection; Healthcare service","score_opus":0.04657664104286407,"score_gpt":0.27545137779028867,"score_spread":0.2288747367474246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981899561","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14140135,0.00023338276,6.430268e-7,0.0012616304,0.00053542864,0.00060180493,0.0020520063,0.00010404967,0.8538097],"genre_scores_gemma":[0.5022227,0.0013641374,0.000021452433,0.000780648,0.0001660009,0.000002557958,0.0002836186,0.000045225843,0.49511364],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737006,0.00055718847,0.00016951546,0.0005178774,0.00072773185,0.00065762806],"domain_scores_gemma":[0.9981441,0.00013983474,0.00039524527,0.00024645863,0.00034661655,0.000727773],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030620163,0.00027480625,0.0003898339,0.0002684871,0.0018261994,0.00024206043,0.00032858568,0.00035819685,0.06854115],"category_scores_gemma":[0.000063442574,0.00031309188,0.00009153974,0.0007501036,0.00023423594,0.0005962745,0.00014271084,0.00073189335,0.0000070371248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016095374,0.00011944852,0.5953483,0.00020700684,0.00078940083,0.00033626973,0.22525607,0.000008553417,5.7736965e-8,0.00079216226,0.08710363,0.089878134],"study_design_scores_gemma":[0.00038423002,0.00024409224,0.08659809,0.00021767219,0.00011071159,0.0000021934795,0.025930308,0.0000010805908,3.17921e-8,0.0000014599525,0.88618416,0.00032595772],"about_ca_topic_score_codex":0.9900206,"about_ca_topic_score_gemma":0.9990763,"teacher_disagreement_score":0.79908055,"about_ca_system_score_codex":0.007430308,"about_ca_system_score_gemma":0.0052220165,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W6981907417","doi":"","title":"Fuelling the Fire: Mitochondrial Fuel Selection for Sustaining Shivering Thermogenesis in the High-Altitude Deer Mouse, Peromyscus Maniculatus","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Acclimatization; Hypoxia (environmental); Effects of high altitude on humans; Thermogenesis; Peromyscus; Thermoregulation; Cold sensitivity; Altitude (triangle)","score_opus":0.02288448623104243,"score_gpt":0.2102712731481147,"score_spread":0.18738678691707228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981907417","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5549106,0.0029633336,0.00039241448,0.0011138349,0.0074971654,0.005102753,0.00071115856,0.0007379048,0.42657083],"genre_scores_gemma":[0.28872502,0.00039983002,0.00004133328,0.00009089679,0.0010701999,0.000035502606,0.0003954788,0.00008895243,0.7091528],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843687,0.00013013335,0.00025169647,0.00044125068,0.0002853399,0.0004546927],"domain_scores_gemma":[0.99914473,0.0002480432,0.00020317681,0.00022007327,0.00014914623,0.000034810273],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014525933,0.00037415276,0.0003203074,0.00014474611,0.00118345,0.00034914742,0.0006100654,0.00016039173,0.005501891],"category_scores_gemma":[0.000025538091,0.00027690132,0.00024077845,0.00021180388,0.000086597436,0.00021727025,0.0000807599,0.00038251444,0.00003233908],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035532657,0.0005032583,0.0012157615,0.004247845,0.0026124602,0.000333373,0.68711245,0.0011861994,0.00074842677,0.13428931,0.037331913,0.12686574],"study_design_scores_gemma":[0.0014825811,0.00013839174,0.001986775,0.00021624238,0.0006092474,0.0000023583787,0.39667034,0.00028489737,0.000078631,0.0007783195,0.597045,0.00070720195],"about_ca_topic_score_codex":0.0031247279,"about_ca_topic_score_gemma":0.13402778,"teacher_disagreement_score":0.5597131,"about_ca_system_score_codex":0.00017334285,"about_ca_system_score_gemma":0.00006403538,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W6981917152","doi":"","title":"On a Free-Endpoint Isoperimetric Problem","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Isoperimetric inequality; Convexity; Measure (data warehouse); Work (physics); Resolution (logic); Isoperimetric dimension; Variational inequality","score_opus":0.024779751947696632,"score_gpt":0.20125028729898065,"score_spread":0.176470535351284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981917152","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010381229,0.0002893663,0.0000071783056,0.00016987954,0.001381762,0.00024561782,0.000072794945,0.00026467835,0.9965306],"genre_scores_gemma":[0.0054677855,0.00010397441,0.000043152522,0.000092328424,0.0002871737,0.0000040104565,0.0001723139,0.000052758853,0.9937765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874574,0.00006228866,0.00017918854,0.0004499097,0.0002280737,0.00033480543],"domain_scores_gemma":[0.9992984,0.00012443769,0.00014975657,0.00024907125,0.00009894174,0.00007939485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000051685238,0.00032399085,0.0003854443,0.00044442678,0.0008031599,0.000040091843,0.0004921681,0.00019709759,0.19201817],"category_scores_gemma":[0.000030096024,0.0003123714,0.00019769665,0.00025251068,0.00021471175,0.00010131583,0.00017869918,0.00046436614,0.0016171128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067099323,0.0001489463,0.000044849214,0.00027452497,0.0004123735,0.00027660516,0.05520123,0.000008014054,0.0000018795798,0.67080694,0.12099476,0.1511589],"study_design_scores_gemma":[0.0004140983,0.00024116674,0.00017417589,0.00008442567,0.000116871495,2.6771818e-7,0.015149108,0.0000030059139,0.0000062542717,0.0064126235,0.97704667,0.00035132514],"about_ca_topic_score_codex":0.0008544834,"about_ca_topic_score_gemma":0.025326692,"teacher_disagreement_score":0.8560519,"about_ca_system_score_codex":0.00020895184,"about_ca_system_score_gemma":0.000046233687,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W6981950164","doi":"","title":"Genetic Analysis of Stress Response and Life Span Regulation in Caenorhabditis Nematodes","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Caenorhabditis elegans; Wnt signaling pathway; Transcriptome; Caenorhabditis; Model organism; Gene; Genetic screen; Genetic analysis; Signal transduction","score_opus":0.020380279305904116,"score_gpt":0.2852238289610598,"score_spread":0.26484354965515566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981950164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558634,0.0005935975,0.00002424681,0.000043201802,0.00017868966,0.0002596505,0.00015502887,0.00002759125,0.14285457],"genre_scores_gemma":[0.7012133,0.000024004223,0.000040787036,0.000009664213,0.00001699844,0.0000024771493,0.0003222515,0.00002226501,0.29834825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795735,0.00048718514,0.00035455846,0.00063383544,0.00027835436,0.00028870394],"domain_scores_gemma":[0.99894375,0.00027909313,0.00014241625,0.0004073148,0.00008740827,0.00014002879],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023168937,0.00024335214,0.0005451084,0.0014272032,0.00004856184,0.000042245596,0.00024869962,0.0004074503,0.09017046],"category_scores_gemma":[0.00005524857,0.0002805701,0.00018971477,0.0020635568,0.00012615543,0.00009365358,0.0000729117,0.00032092986,0.000050463892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012889822,0.00062104897,0.775254,0.0022324936,0.0046360064,0.0011761049,0.034301333,0.001146203,0.0008627464,0.003433782,0.0017120569,0.16173439],"study_design_scores_gemma":[0.0004792555,0.00010760799,0.9399606,0.00016290795,0.0010288345,0.000001330762,0.053366534,0.00038928227,0.00006608151,0.00010762287,0.0040801815,0.00024977248],"about_ca_topic_score_codex":0.0037290503,"about_ca_topic_score_gemma":0.029365549,"teacher_disagreement_score":0.16470657,"about_ca_system_score_codex":0.000105231964,"about_ca_system_score_gemma":0.000149199,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W6981972239","doi":"","title":"Genomic Enzymology Study of the Aminoglycoside Antibiotic Acetyltransferases","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acetyltransferases; Acetyltransferase; Antibiotic resistance; SUPERFAMILY; Antibiotics; Drug resistance; Archaea","score_opus":0.021520847711189846,"score_gpt":0.19496210483012436,"score_spread":0.17344125711893452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981972239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5170952,0.0009374804,0.000011851164,0.00003543301,0.0011469099,0.00041611478,0.00013043704,0.00001949216,0.4802071],"genre_scores_gemma":[0.6307759,0.00011442363,0.000006843953,0.000030842235,0.000036408775,0.000001609864,0.000020996209,0.000025414683,0.36898753],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986464,0.0000767385,0.00047694685,0.0004993318,0.000049553826,0.00025105066],"domain_scores_gemma":[0.99908125,0.000058448615,0.00049975014,0.00029083635,0.000023561846,0.000046178175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010609539,0.00024678983,0.00074639893,0.00016583983,0.00044553995,0.000014988477,0.00068683474,0.00017308386,0.04852835],"category_scores_gemma":[0.000020627675,0.00027917777,0.00027637513,0.00038310263,0.0000779528,0.00006853803,0.00015406469,0.0003600526,0.000076655204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013870874,0.0049601994,0.56631744,0.000988205,0.0053942436,0.00022598272,0.12722892,0.00089473376,0.00036985223,0.20952933,0.007564603,0.0751394],"study_design_scores_gemma":[0.0020303463,0.00051890506,0.11664916,0.000025916366,0.00022554249,0.000001605608,0.05940393,0.000013885763,0.00006810422,0.0008483658,0.81948733,0.00072688906],"about_ca_topic_score_codex":0.0034765236,"about_ca_topic_score_gemma":0.005022791,"teacher_disagreement_score":0.8119227,"about_ca_system_score_codex":0.0005865623,"about_ca_system_score_gemma":0.000053570628,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W6982034070","doi":"","title":"The German Red Cross(es) and Humanitarianism in Divided Germany, 1945-1965","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Freie Universität Berlin; Deutscher Akademischer Austauschdienst; German Historical Institute; Central European History Society; McMaster University","keywords":"German; Politics; Vision; Ideology; Democracy; World War II","score_opus":0.02617461311221307,"score_gpt":0.31215316365927476,"score_spread":0.28597855054706167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982034070","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23740585,0.00015721757,0.0000017254823,0.00062698766,0.00078579714,0.00025505808,0.000017180113,0.00007381087,0.7606764],"genre_scores_gemma":[0.16603853,0.0008168149,0.000016675725,0.00007200109,0.0002288431,0.0000020232353,0.00004079242,0.000025738786,0.8327586],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852085,0.00025335207,0.0001898535,0.0003688243,0.00027339967,0.00039374395],"domain_scores_gemma":[0.999277,0.00020943386,0.00014307526,0.00020040333,0.00005623487,0.000113857815],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003395761,0.00020805058,0.00019496967,0.00016379754,0.0013576294,0.0006366557,0.00045353262,0.00031662418,0.01238045],"category_scores_gemma":[0.000031127398,0.00019948548,0.00009676044,0.00043583923,0.00022490829,0.00043220498,0.00010009553,0.0005612137,0.00015513366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038132936,0.00012378275,0.004319263,0.00036165613,0.00031303737,0.00034219472,0.52072394,0.000016411983,0.00036324843,0.21923965,0.008133972,0.24568154],"study_design_scores_gemma":[0.00023061027,0.00001915227,0.026832996,0.0001177084,0.00009501697,0.0000011319759,0.023188805,0.000019367713,0.0000024408043,0.0014977078,0.9477538,0.00024127681],"about_ca_topic_score_codex":0.03089549,"about_ca_topic_score_gemma":0.5638861,"teacher_disagreement_score":0.93961984,"about_ca_system_score_codex":0.00018121651,"about_ca_system_score_gemma":0.00019522426,"threshold_uncertainty_score":0.9999425},"labels":[],"label_agreement":null},{"id":"W6982136600","doi":"","title":"Health, health care, and economic experiences of immigrants in Canada: an interdisciplinary analysis","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"National Institute on Minority Health and Health Disparities; Public Health Agency; Government of Ontario; Mental Health Commission; Government of Canada; McMaster University","keywords":"Immigration; Mental health; Odds; Health care; Population; Shock (circulatory); Neighbourhood (mathematics); Social determinants of health","score_opus":0.014167403456114515,"score_gpt":0.29454017290508633,"score_spread":0.2803727694489718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982136600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734686,0.0015088957,0.0000065964177,0.00010815154,0.0007920447,0.0003644539,0.00015106786,0.000023978833,0.02357619],"genre_scores_gemma":[0.9513733,0.0001998953,0.000037908183,0.00008784797,0.000033976165,0.000007189765,0.0009811672,0.000027348813,0.04725137],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99803984,0.00026293096,0.0005349767,0.00060129026,0.00013564277,0.00042532026],"domain_scores_gemma":[0.9988554,0.000048887683,0.00049057655,0.00029095873,0.000035287456,0.00027886895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012292754,0.00024554195,0.0007584111,0.0006945883,0.0001695213,0.0000124517655,0.00027458282,0.00014792946,0.0093970485],"category_scores_gemma":[0.0000014392886,0.00029031758,0.0000922935,0.00075623626,0.000036127276,0.000114709714,0.00004823777,0.00022125866,0.000009720697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045795957,0.000045941055,0.03436587,0.00055091875,0.00030288706,0.00004646255,0.65723956,0.00006993304,1.907229e-7,0.00020576813,0.0012757543,0.30543876],"study_design_scores_gemma":[0.00047143552,0.00022804136,0.23886488,0.00007763727,0.00005530761,0.0000010032361,0.75859207,0.000048905,0.0000015000577,0.0000076356155,0.001477348,0.00017423822],"about_ca_topic_score_codex":0.9741175,"about_ca_topic_score_gemma":0.99979156,"teacher_disagreement_score":0.3052645,"about_ca_system_score_codex":0.0011114104,"about_ca_system_score_gemma":0.0026068017,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W6982163725","doi":"","title":"Healthcare professionals’ preferences and needs for continuing professional development activities: A Q-methodology study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Q Methodology Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Viewpoints; Health care; Identification (biology); Continuing professional development; Health professionals; Professional development; Healthcare delivery; Factor (programming language); Continuing education","score_opus":0.19080261609697496,"score_gpt":0.4306479000543154,"score_spread":0.23984528395734045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982163725","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252562,0.0010039384,0.0063967756,0.0012329207,0.005803437,0.0059345807,0.00016391529,0.000250776,0.053957492],"genre_scores_gemma":[0.07816929,0.000010665261,0.023536513,0.00009139674,0.00012139477,0.00012514665,0.00014969993,0.00005103826,0.89774483],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9942444,0.0023281213,0.00079848216,0.0012903041,0.00085273146,0.00048598202],"domain_scores_gemma":[0.991111,0.00705706,0.0006666097,0.0004632157,0.0005023432,0.000199797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037534377,0.00048315685,0.0009370151,0.0011663581,0.0005972177,0.00017403904,0.0010470776,0.0006705271,0.008171993],"category_scores_gemma":[0.00083786814,0.00040516435,0.00015484748,0.0013612503,0.00013653266,0.00031062128,0.00041327166,0.00079841365,0.000062850966],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000902879,0.0003215464,0.0040250835,0.00037568255,0.00027852698,0.000018308232,0.10169948,0.000002480295,0.00016772561,0.005851382,0.0032575056,0.8830994],"study_design_scores_gemma":[0.0009618899,0.00028056916,0.012987726,0.0005096121,0.00020568597,0.000006748012,0.6096302,0.000042427197,0.0003153586,0.0122109875,0.3622739,0.0005748846],"about_ca_topic_score_codex":0.000043796324,"about_ca_topic_score_gemma":0.003012249,"teacher_disagreement_score":0.8825245,"about_ca_system_score_codex":0.00016270946,"about_ca_system_score_gemma":0.00085877546,"threshold_uncertainty_score":0.99984},"labels":[],"label_agreement":null},{"id":"W6982239551","doi":"","title":"Hip Fractures, Musculoskeletal Health, and Dementia: Population-Based Cohort Studies and Scoping Reviews Among Older Adults","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Hip fracture; Cohort study; Osteoporosis; Cohort; Dementia; MEDLINE; Scale (ratio); Health care; Psychological intervention","score_opus":0.007995551570424133,"score_gpt":0.23204916050646215,"score_spread":0.224053608936038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982239551","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.856451,0.09831718,0.0000620288,0.00023686099,0.0006033379,0.0022254947,0.000017354048,0.0001004717,0.0419863],"genre_scores_gemma":[0.48285338,0.028846221,0.0015552543,0.0012983708,0.00017911408,0.000038608527,0.0011267142,0.0001675368,0.48393482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846363,0.00010825284,0.00024603662,0.0006752212,0.00026619763,0.0002406452],"domain_scores_gemma":[0.99936676,0.00003243383,0.00026097972,0.00014587751,0.000004254038,0.0001896724],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009026952,0.00033944653,0.00044661522,0.00007904592,0.00029604838,0.000015946021,0.00012534183,0.0001391754,0.009337502],"category_scores_gemma":[0.0000060499165,0.00031148258,0.000106876934,0.00017125772,0.0005112529,0.00017743831,0.00012599562,0.00026047672,0.00005940393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015736454,0.0000969112,0.27762553,0.006802681,0.00048770756,0.00010586093,0.0070228297,0.00013865314,0.00001780323,0.000023305774,0.0059377044,0.7015836],"study_design_scores_gemma":[0.0011173376,0.00027940996,0.7401161,0.011901941,0.00088511663,0.0000068960685,0.024079345,0.00014465515,0.000009225681,0.00005219707,0.22009315,0.0013145864],"about_ca_topic_score_codex":0.0012464877,"about_ca_topic_score_gemma":0.003542418,"teacher_disagreement_score":0.70026904,"about_ca_system_score_codex":0.00044929425,"about_ca_system_score_gemma":0.00002397061,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null},{"id":"W6982274821","doi":"","title":"How household food insecurity is classified matters for monitoring and research","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food insecurity; Food security; Food supply; Food intake; Food consumption; Food processing; Association (psychology); Population","score_opus":0.11515968147715198,"score_gpt":0.24005278102038172,"score_spread":0.12489309954322973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982274821","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011116527,0.00051838375,0.00012620623,0.0006904245,0.0010477555,0.00063087407,0.0005285791,0.00055222446,0.9957944],"genre_scores_gemma":[0.0016766699,0.0001743296,0.00011340852,0.00009491301,0.0014707875,0.000006191719,0.0000072949215,0.0005203749,0.99593604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985575,0.00012190658,0.00009441512,0.0004792032,0.00029741402,0.00044955264],"domain_scores_gemma":[0.9993327,0.00014473098,0.00010106191,0.00023447575,0.000059894115,0.00012713933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013039543,0.0002831819,0.0003326534,0.00046812883,0.0006714472,0.00021886759,0.00032874747,0.00027264887,0.00925578],"category_scores_gemma":[0.000009375879,0.000307682,0.00014426779,0.000109980545,0.0006042312,0.00012543266,0.00016029115,0.00044188945,0.000026857824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095255185,0.000040153565,0.00007532039,0.00051509746,0.0003076615,0.00004332774,0.03600377,1.8441246e-7,0.000014856304,0.0306676,0.88483727,0.047399513],"study_design_scores_gemma":[0.00050674734,0.00013628574,0.000011944506,0.00017535045,0.00005612817,3.3841505e-7,0.011380172,0.0000012069671,0.000016240672,0.0005997798,0.9867935,0.00032229995],"about_ca_topic_score_codex":0.0006805594,"about_ca_topic_score_gemma":0.007928007,"teacher_disagreement_score":0.10195624,"about_ca_system_score_codex":0.00018692555,"about_ca_system_score_gemma":0.00005878202,"threshold_uncertainty_score":0.99993753},"labels":[],"label_agreement":null},{"id":"W6982376018","doi":"","title":"Incoming Students' readiness for interprofessional learning from 2020 onwards","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Emperipolesis; Durvalumab","score_opus":0.013367875730863558,"score_gpt":0.2535578121648978,"score_spread":0.24018993643403425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982376018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021982654,0.00040283546,0.0009960786,0.00058142695,0.0008330484,0.0007861455,0.0002832046,0.00022771377,0.99369127],"genre_scores_gemma":[0.0015650511,0.00003532345,0.0010495197,0.0007717974,0.0005662872,0.0000070325787,0.0009740283,0.0002774434,0.99475354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859905,0.00010303141,0.00015724452,0.0004931367,0.00038596065,0.0002615716],"domain_scores_gemma":[0.9992949,0.000088374865,0.00018016578,0.00026306073,0.000023960522,0.00014956042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006452674,0.00030209278,0.0004782247,0.00016911628,0.00016366744,0.000029559957,0.0004079961,0.00017335489,0.65238523],"category_scores_gemma":[0.000011484685,0.0003104672,0.00023491603,0.00022399472,0.000041828094,0.00006079638,0.0008302824,0.0006194802,0.00005483646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025969674,0.00038606228,0.073086895,0.0003408114,0.0012330598,0.0014964215,0.00042758073,0.000010989129,0.0001167977,0.00015359659,0.8023698,0.117781065],"study_design_scores_gemma":[0.002968872,0.00025391378,0.0005055163,0.00049675367,0.0004441838,0.0000149878,0.0028050467,0.000049574755,0.00000790922,0.0000075679673,0.99214065,0.00030500197],"about_ca_topic_score_codex":0.0016327566,"about_ca_topic_score_gemma":0.00044201812,"teacher_disagreement_score":0.6523304,"about_ca_system_score_codex":0.0003865952,"about_ca_system_score_gemma":0.00012741236,"threshold_uncertainty_score":0.99993473},"labels":[],"label_agreement":null},{"id":"W6982380933","doi":"","title":"Improving End-of-life Communication, Decision-making and Care in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Stakeholder; Work (physics); MEDLINE; Quality (philosophy); Qualitative research","score_opus":0.011235634464919103,"score_gpt":0.22135420199209763,"score_spread":0.21011856752717853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982380933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025401239,0.00046393747,0.001039958,0.000046761004,0.000016917113,0.00017514381,0.0000140530465,0.0000462322,0.99565685],"genre_scores_gemma":[0.12540011,0.000045925677,0.0045388658,0.00015277295,0.000029315825,4.5578594e-7,0.000050623883,0.0000892759,0.8696927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991522,0.000062363375,0.0001986657,0.00027493841,0.00016669893,0.0001451759],"domain_scores_gemma":[0.9991567,0.00006799432,0.00022549565,0.00039085752,0.000055800494,0.000103122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005822527,0.00018663124,0.00045644454,0.00049208733,0.00004035383,0.0000144367095,0.00015594585,0.00022119965,0.14020129],"category_scores_gemma":[0.00003218846,0.0001979658,0.00010449858,0.00025857287,0.000107695625,0.000045187615,0.00017864049,0.0003026561,0.000024179297],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037259245,0.00013082052,0.08024745,0.00084737927,0.00029217137,0.00016822359,0.0022129968,0.000016707789,0.000083446495,0.0006654055,0.016078275,0.89888453],"study_design_scores_gemma":[0.0019778195,0.000061133454,0.0027163802,0.0055877073,0.00018298035,0.0000057186667,0.002681497,0.000090013426,0.000009476996,0.000016491887,0.9864211,0.00024967044],"about_ca_topic_score_codex":0.021280447,"about_ca_topic_score_gemma":0.48866907,"teacher_disagreement_score":0.9703428,"about_ca_system_score_codex":0.00022722196,"about_ca_system_score_gemma":0.00022893137,"threshold_uncertainty_score":0.98523694},"labels":[],"label_agreement":null},{"id":"W6982460338","doi":"","title":"Improving Sustainability of Silicone Materials Using Natural Products via Imine Chemistry","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silicone; Elastomer; Thermosetting polymer; Thermal stability; Biocompatibility; Degradation (telecommunications); Silicone Elastomers; Polymer","score_opus":0.0085137769849881,"score_gpt":0.20999766007676507,"score_spread":0.20148388309177698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982460338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9337308,0.00044353397,0.000020115422,0.000029576495,0.0006133678,0.00025917895,0.00029160077,0.00017261704,0.064439215],"genre_scores_gemma":[0.65320367,0.000008699968,0.00017443033,0.0000032485393,0.00022635983,0.0000012932557,0.0010848249,0.00007660053,0.34522086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976122,0.0000461349,0.0004591574,0.0010200632,0.00035081472,0.00051162374],"domain_scores_gemma":[0.9980689,0.000056373847,0.0005839083,0.00058113365,0.00060868834,0.00010093794],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103660685,0.00062733656,0.0007468137,0.00013280653,0.00011486097,0.000091848626,0.00063468347,0.0005945403,0.02516937],"category_scores_gemma":[0.00010937397,0.0007083728,0.00019642035,0.00047032136,0.00014663275,0.00027318005,0.00030732845,0.0006590607,0.000010519231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069126405,0.00009036857,0.00005142703,0.012955899,0.0002861127,0.00023033943,0.0003650933,0.000007181636,0.9656164,0.000015576208,0.000041334755,0.019648992],"study_design_scores_gemma":[0.0005096985,0.000016653503,0.000052115476,0.00049385004,0.0004893477,0.00003256153,0.005095693,0.0003168774,0.98538035,0.00004783423,0.0069033657,0.0006616424],"about_ca_topic_score_codex":0.00066015095,"about_ca_topic_score_gemma":0.00011756088,"teacher_disagreement_score":0.28078166,"about_ca_system_score_codex":0.0011474235,"about_ca_system_score_gemma":0.0005877942,"threshold_uncertainty_score":0.99953675},"labels":[],"label_agreement":null},{"id":"W6982533667","doi":"","title":"Inherent Acts of Self-determination: Administrative Control of Elementary Education at Six Nations, 1960-2005","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sovereignty; Indigenous; Status quo; Negotiation; Mistake; Control (management); Delegated authority; State (computer science); Administration (probate law); Accountability","score_opus":0.022585724788368042,"score_gpt":0.22003286312988768,"score_spread":0.19744713834151964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982533667","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01254151,0.0011005239,0.000047847454,0.000046604102,0.0017807074,0.00041276647,0.001099531,0.000018526376,0.982952],"genre_scores_gemma":[0.15771376,0.00033384166,0.00045585865,0.000026399006,0.000052953677,0.00000536501,0.00060008524,0.000018012544,0.8407937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850845,0.000034254037,0.0006408876,0.00052227394,0.00007862153,0.00021553037],"domain_scores_gemma":[0.99815315,0.00007172375,0.0012503787,0.00026388065,0.00018362752,0.000077265664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000159977,0.00024394778,0.0006271074,0.0004596121,0.00014142,0.000035125755,0.00030139272,0.00017760602,0.14296076],"category_scores_gemma":[0.000031110565,0.00033280058,0.00022752551,0.00036214184,0.00006623311,0.0002701508,0.00008148208,0.000118477634,0.00032250295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015680866,0.005288413,0.08210058,0.0056328205,0.0065530427,0.00007173113,0.02980153,0.00016929256,0.0004134651,0.6845053,0.0976662,0.08622956],"study_design_scores_gemma":[0.0012678418,0.00008648458,0.002286845,0.00017835874,0.00015412469,0.0000011275154,0.021905458,0.000110433124,0.0007728081,0.000159935,0.972699,0.00037760058],"about_ca_topic_score_codex":0.00008738612,"about_ca_topic_score_gemma":0.0010265976,"teacher_disagreement_score":0.8750328,"about_ca_system_score_codex":0.00049953617,"about_ca_system_score_gemma":0.0002558256,"threshold_uncertainty_score":0.9999124},"labels":[],"label_agreement":null},{"id":"W6982601616","doi":"","title":"Inventory and Pricing Management of Perishable Products with Fixed and Random Shelf life","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Revenue management; Dynamic pricing; Profit (economics); Heuristic; Order (exchange); Product (mathematics); Value (mathematics); Revenue","score_opus":0.01698139922116219,"score_gpt":0.22323609099243805,"score_spread":0.20625469177127587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982601616","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23021467,0.002915032,0.0000093098115,0.00015513973,0.00024300876,0.00037103752,0.0000074118375,0.000057590256,0.7660268],"genre_scores_gemma":[0.3075919,0.0015990858,0.00030294954,0.000009733755,0.000043949836,0.0000019045218,0.000025273086,0.000016637425,0.6904086],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998894,0.000089973204,0.00012431975,0.00041679564,0.00027359,0.0002013664],"domain_scores_gemma":[0.9995745,0.000020800984,0.00011835809,0.000106569634,0.00006788326,0.000111901725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001427674,0.00017881262,0.0002640308,0.00019483303,0.00021810978,0.00009843249,0.00016780745,0.00012509672,0.0023579185],"category_scores_gemma":[0.000005410876,0.00016359027,0.00003855341,0.00059475953,0.0001774635,0.00018247718,0.00006324927,0.00015134306,0.0000021780627],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016048444,0.00015635701,0.04082258,0.008539438,0.0022014782,0.00021177848,0.1439718,0.000010629005,0.000044615244,0.026575347,0.003262107,0.77259904],"study_design_scores_gemma":[0.0025243487,0.0002127023,0.029147068,0.0018464791,0.0012011509,0.0000015943021,0.42916173,0.00002416458,0.00004219258,0.00053504197,0.53459746,0.0007060839],"about_ca_topic_score_codex":0.0007930667,"about_ca_topic_score_gemma":0.007310521,"teacher_disagreement_score":0.77189296,"about_ca_system_score_codex":0.00002479823,"about_ca_system_score_gemma":0.000119660166,"threshold_uncertainty_score":0.99855405},"labels":[],"label_agreement":null},{"id":"W6982610523","doi":"","title":"Investigating post-secondary attendance among the Filipino community","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attendance; Ethnic group; Community college; Community development","score_opus":0.03609125300302214,"score_gpt":0.23934438550162956,"score_spread":0.20325313249860744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982610523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035919536,0.0014064516,0.000017450437,0.0003528041,0.0016881393,0.00091522315,0.0021896705,0.00097567943,0.95653504],"genre_scores_gemma":[0.035555348,0.00008245716,0.00027247926,0.00036274694,0.0005088391,0.0000063024922,0.0006800915,0.00053301087,0.9619987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357593,0.0018940752,0.0007313584,0.0010978127,0.0016047978,0.0010960419],"domain_scores_gemma":[0.99479747,0.00061911525,0.0009650818,0.0022275823,0.0009574446,0.00043331846],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017300842,0.0012041556,0.0010765289,0.0007319186,0.0013270046,0.00050927344,0.0032481644,0.0008974679,0.094331056],"category_scores_gemma":[0.0004207111,0.0010832064,0.00075177226,0.002856591,0.0017954094,0.00078738696,0.0032078845,0.0080871275,0.0044492316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011380538,0.0003312008,0.033589285,0.006758174,0.0036567142,0.0028526154,0.009848576,0.0002302369,0.0029108925,0.0022515112,0.523933,0.413524],"study_design_scores_gemma":[0.0004961776,0.00009273926,0.014530156,0.001884582,0.000876005,0.00014789631,0.008492302,0.00007563642,0.00014174942,0.00022893235,0.9718387,0.0011950885],"about_ca_topic_score_codex":0.011689999,"about_ca_topic_score_gemma":0.016721508,"teacher_disagreement_score":0.44790575,"about_ca_system_score_codex":0.0022115456,"about_ca_system_score_gemma":0.0031846561,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W6982615091","doi":"","title":"An Investigation of Social and Behavioural Factors Associated with Psychiatric Outcomes","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Psychological intervention; Impulsivity; Logistic regression; Odds; Poison control; Cohort; Cohort study; Odds ratio; Interpersonal communication; Suicide prevention","score_opus":0.04471175218025624,"score_gpt":0.2825854468923862,"score_spread":0.23787369471212993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982615091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87518775,0.000058118723,0.0000016515833,0.00003139693,0.0003746985,0.00020413453,0.000077026234,0.000053035943,0.12401216],"genre_scores_gemma":[0.7602776,0.000004065625,0.000015476642,0.000015811145,0.000024973828,0.0000011786252,0.00048691753,0.000031085216,0.23914286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878496,0.00014903661,0.00019837474,0.00040701666,0.00021175717,0.00024887096],"domain_scores_gemma":[0.99886113,0.000056544686,0.00063225057,0.00022410865,0.00014143478,0.00008453013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063151994,0.00033065,0.0005235621,0.00023648639,0.00040336754,0.00004373744,0.00030602174,0.00039983093,0.00875038],"category_scores_gemma":[0.000009197242,0.00030549566,0.000112842135,0.00020039103,0.00014342004,0.00022814347,0.000022683122,0.00027470934,0.0000050825597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001927823,0.00007248424,0.9797052,0.000031940013,0.0005491031,0.000017815899,0.014250901,1.7819214e-7,0.00002866406,0.0004079767,0.00020856272,0.0045343875],"study_design_scores_gemma":[0.0012965847,0.00021475591,0.965273,0.000013415507,0.0006966368,3.6299426e-7,0.03175319,7.2091643e-7,0.000032868447,0.000043910266,0.00035718206,0.00031734363],"about_ca_topic_score_codex":0.0012110898,"about_ca_topic_score_gemma":0.009245466,"teacher_disagreement_score":0.115130715,"about_ca_system_score_codex":0.00006209269,"about_ca_system_score_gemma":0.00005835811,"threshold_uncertainty_score":0.99993974},"labels":[],"label_agreement":null},{"id":"W6982616121","doi":"","title":"Investigation of Thermal Buffer Zone Effectiveness in Real Buildings","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overheating (electricity); Renewable energy; Thermal; Global warming; Efficient energy use; Greenhouse gas; Climate zones; Passive house","score_opus":0.028034193799735877,"score_gpt":0.21915280473164003,"score_spread":0.19111861093190416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982616121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45582697,0.000020033363,0.000020752474,0.0000076377455,0.0003539389,0.0001818382,0.000034485707,0.00003106622,0.5435233],"genre_scores_gemma":[0.39253256,0.000017719276,0.000051863964,0.000031375766,0.00027157832,0.000001509238,0.00023618918,0.000035519926,0.6068217],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988979,0.00013293061,0.00021614209,0.00031340978,0.00018134518,0.00025829003],"domain_scores_gemma":[0.99930406,0.000057729776,0.00021873428,0.00017324924,0.00017655546,0.00006969682],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011198951,0.00025178498,0.0003565046,0.00025005764,0.00013565113,0.000042063955,0.00024174369,0.00020295232,0.023863722],"category_scores_gemma":[0.000006618552,0.00027229387,0.000111333255,0.000014514202,0.00026746746,0.00027867002,0.000045428507,0.00020455147,0.000037000376],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002109763,0.00023514609,0.0142903235,0.0032813244,0.00055184495,0.00013811831,0.66491127,0.00003209758,0.008083621,0.19848591,0.0020772235,0.105803356],"study_design_scores_gemma":[0.0028628637,0.0005073979,0.030197268,0.0016144915,0.000394325,0.0000012975622,0.036016613,0.00009436777,0.013047861,0.0028001384,0.9113017,0.0011617038],"about_ca_topic_score_codex":0.0066464487,"about_ca_topic_score_gemma":0.06350205,"teacher_disagreement_score":0.90922445,"about_ca_system_score_codex":0.00013951417,"about_ca_system_score_gemma":0.000108494336,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W6983297258","doi":"","title":"Marcaccio and Chow-Fraser 2018 Final report to MTO","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orthophoto; Phragmites; Windsor; Aerial photography; Land cover; Vegetation cover; Satellite imagery; Footprint","score_opus":0.007735252856888257,"score_gpt":0.1872361020360429,"score_spread":0.17950084917915465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983297258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23617172,0.0000061345468,0.0032837708,0.00058177,0.00016952913,0.00021655037,0.000010299514,0.0000502738,0.7595099],"genre_scores_gemma":[0.20759189,0.000005031843,0.0010283387,0.00026872434,0.000016390513,8.813758e-7,0.0000053774647,0.000009221342,0.79107416],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900633,0.00003133819,0.00013286408,0.0004187316,0.00014472852,0.00026598325],"domain_scores_gemma":[0.99949193,0.000023983293,0.000045353507,0.00028180328,0.000007620777,0.0001492972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009589755,0.00014561933,0.00014872481,0.00007061552,0.00013851137,0.000044030196,0.00024380897,0.000068626316,0.05822994],"category_scores_gemma":[0.000013263017,0.00015585893,0.000042638865,0.00049771747,0.00005698425,0.00020162694,0.00089569093,0.000094569405,0.00041562284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020159878,0.00007977966,0.6355765,0.00005470028,0.000048931706,0.0009170775,0.00018190496,0.00079876184,0.0004736948,0.0005325534,0.030935533,0.330199],"study_design_scores_gemma":[0.000516505,0.00004206195,0.086263135,0.000035238707,0.000026582104,0.000022610704,0.00034455076,0.0009024273,0.000040323896,0.00008660747,0.9115253,0.00019467079],"about_ca_topic_score_codex":0.0007848016,"about_ca_topic_score_gemma":0.008511981,"teacher_disagreement_score":0.8805897,"about_ca_system_score_codex":0.00025470823,"about_ca_system_score_gemma":0.000015648953,"threshold_uncertainty_score":0.94263095},"labels":[],"label_agreement":null},{"id":"W6983328286","doi":"","title":"Measurement properties of gait speed tests in community-dwelling older adults","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada; Canadian Institutes of Health Research; AGE-WELL","keywords":"Gait; Preferred walking speed; Reliability (semiconductor); Gait analysis; Construct validity; Test (biology)","score_opus":0.05077695227169001,"score_gpt":0.28285647762002974,"score_spread":0.23207952534833973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983328286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6282403,0.0019785992,0.000011386923,0.000048270493,0.0011625114,0.0013759141,0.000020332824,0.000116821386,0.36704588],"genre_scores_gemma":[0.7120301,0.00016032849,0.00003498556,0.000036047106,0.00007816239,0.0000051491215,0.00012047905,0.00005318163,0.28748155],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9971228,0.0009649338,0.0006102215,0.0003757671,0.00047314155,0.00045313663],"domain_scores_gemma":[0.9986575,0.0000463775,0.00042181302,0.00038917665,0.00039338472,0.00009169851],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064751494,0.00035584535,0.0005633233,0.00040138912,0.00034764447,0.000015413809,0.00047111255,0.0005848733,0.002118586],"category_scores_gemma":[0.00004233463,0.00035971965,0.00017174047,0.000603785,0.000047430054,0.00018499847,0.00014069217,0.001990259,0.00021887441],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008436367,0.006596059,0.045573268,0.1643405,0.001627684,0.00036086567,0.32985923,0.000053564992,0.07288031,0.0024697052,0.0059775957,0.36182487],"study_design_scores_gemma":[0.009542158,0.00039282782,0.27730805,0.17888229,0.0008403514,0.0000021001542,0.46120068,0.0007147179,0.00062900665,0.0004275436,0.06829402,0.0017662449],"about_ca_topic_score_codex":0.0028927205,"about_ca_topic_score_gemma":0.033004105,"teacher_disagreement_score":0.3600586,"about_ca_system_score_codex":0.0005179681,"about_ca_system_score_gemma":0.00037128225,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null},{"id":"W6983364767","doi":"","title":"Meeting Package, Graduate Council May 2024","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; University Network of Excellence in Nuclear Engineering; McMaster University","keywords":"Certificate; Graduate students; Focus (optics); Higher education; Graduate research","score_opus":0.04916612028895724,"score_gpt":0.22505152383696383,"score_spread":0.17588540354800658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983364767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000051484167,0.0019102608,0.00006814092,0.00013136293,0.0020447434,0.00060170883,0.0011119039,0.002338254,0.9917885],"genre_scores_gemma":[0.0000675341,0.00015474444,0.0006997287,0.00010064288,0.00075849774,0.0000021909761,0.00006797535,0.0036224942,0.9945262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99512655,0.00027566619,0.00033815554,0.0015997392,0.0016124925,0.0010473727],"domain_scores_gemma":[0.9979102,0.000053275777,0.00040672751,0.0010359599,0.0002156628,0.00037817084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044511718,0.0011208333,0.0008802912,0.0010510823,0.00011430308,0.0002874087,0.0011494448,0.00074901077,0.6184452],"category_scores_gemma":[0.0000524699,0.0012315765,0.0004809707,0.0026428187,0.00032095934,0.00020422098,0.00085967063,0.0012036688,0.169117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060594983,0.000072859504,0.00004628606,0.00062402175,0.0007819159,0.0023818417,0.0003026588,0.00000654865,0.000093535484,0.0022298219,0.97645414,0.016945785],"study_design_scores_gemma":[0.0008708628,0.000052309857,0.0000053274016,0.0018404291,0.0008458928,0.000028271508,0.0010741274,0.000033801967,0.000039089748,0.00014372112,0.9937899,0.0012762368],"about_ca_topic_score_codex":0.0013217181,"about_ca_topic_score_gemma":0.0048952685,"teacher_disagreement_score":0.4493282,"about_ca_system_score_codex":0.0020825157,"about_ca_system_score_gemma":0.00058192585,"threshold_uncertainty_score":0.9990134},"labels":[],"label_agreement":null},{"id":"W6983448522","doi":"","title":"Microparticles in freshwater bivalves chronically exposed to wastewater effluent in the Grand River, Ontario, Canada","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Effluent; Wastewater; Degree (music); Unit (ring theory); Water pollution","score_opus":0.012976969961706785,"score_gpt":0.19257949950392617,"score_spread":0.1796025295422194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983448522","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98632836,0.00006432899,0.00018593378,0.0010670264,0.00079112453,0.000524484,0.000006300756,0.00021153259,0.010820893],"genre_scores_gemma":[0.38944006,0.000020638943,0.013552304,0.00063896045,0.000059914648,0.000016903241,0.00009091951,0.00008851136,0.5960918],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978156,0.00018177005,0.00031878607,0.00068589865,0.00043185824,0.0005660967],"domain_scores_gemma":[0.99891186,0.00011351135,0.000111789,0.00073427864,0.00005089931,0.000077647426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021365422,0.00033664695,0.00035759917,0.00045075713,0.00013783218,0.00012498305,0.0028987627,0.00020316151,0.0009826261],"category_scores_gemma":[0.00002021074,0.00029735678,0.000090257556,0.0010007946,0.00006503559,0.00018014314,0.00044001365,0.00055428536,0.000081451864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013850147,0.00096121983,0.03518115,0.0010818226,0.0004883421,0.0120156845,0.31028298,0.013910811,0.015771633,0.0051613715,0.22627647,0.37748352],"study_design_scores_gemma":[0.0012799716,0.0001337343,0.027058296,0.00042879596,0.000026173588,0.0000054953157,0.0027312269,0.00018894137,0.0031004453,0.00041671217,0.96385396,0.00077628245],"about_ca_topic_score_codex":0.60225165,"about_ca_topic_score_gemma":0.9990004,"teacher_disagreement_score":0.73757744,"about_ca_system_score_codex":0.0014931136,"about_ca_system_score_gemma":0.0007892635,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W6983461958","doi":"","title":"Microstructural and mineralogical analysis of greenschist-facies deformation in the eastern Yukon-Tanana terrane, Yukon, Canada","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrane; Greenschist; Petrography; Deformation (meteorology); Tectonics; Metamorphic facies; Quartz; Metamorphic rock","score_opus":0.008187307991350702,"score_gpt":0.17960254345745172,"score_spread":0.17141523546610102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983461958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4343824,0.00066500815,0.000080592625,0.0001617164,0.00018139106,0.00035497095,0.0009997183,0.000012027661,0.5631622],"genre_scores_gemma":[0.39729208,0.00006219835,0.00016394276,0.0002769843,0.000041283423,5.3092765e-7,0.0011872042,0.000030441544,0.60094535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911,0.00012941712,0.00014317912,0.0002680663,0.00019510022,0.00015422424],"domain_scores_gemma":[0.9995155,0.000007670689,0.00017652412,0.00023773585,0.000021716432,0.00004087651],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004569318,0.00019063646,0.00025694733,0.00019549068,0.00007156738,0.000015815585,0.0003293778,0.00016190154,0.019333655],"category_scores_gemma":[0.0000049592395,0.0001642777,0.0000961314,0.00043270577,0.0000894933,0.000004478323,0.00018789408,0.00012664933,6.1816115e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006273408,0.00008728372,0.736458,0.0004188224,0.0037455824,0.00023199295,0.0025730438,0.0041192793,0.0027852133,0.00064236415,0.19509052,0.053220537],"study_design_scores_gemma":[0.00048846984,0.0000542057,0.06076026,0.000008591276,0.00041224103,0.000010043024,0.0021708081,0.00012574584,0.000018528424,0.000004348564,0.93571,0.00023673788],"about_ca_topic_score_codex":0.093884416,"about_ca_topic_score_gemma":0.6613487,"teacher_disagreement_score":0.7406195,"about_ca_system_score_codex":0.000037462607,"about_ca_system_score_gemma":0.000064872256,"threshold_uncertainty_score":0.9815628},"labels":[],"label_agreement":null},{"id":"W6983514461","doi":"","title":"Modeling and Generation of Soft Data in Kinematic Scenarios for Surveillance Applications","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Software; Real world data; Coding (social sciences); Sensor fusion; Data modeling; Data acquisition; Kinematics; Test data","score_opus":0.06830840458561052,"score_gpt":0.22645836164277658,"score_spread":0.15814995705716606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983514461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04832892,0.0027432586,0.06273794,0.00008118418,0.001919312,0.0023222975,0.005565471,0.00004999439,0.87625164],"genre_scores_gemma":[0.06267292,0.0003572416,0.005064913,0.000020713129,0.00016100229,0.000013976659,0.0018947968,0.000034421428,0.92978],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988929,0.0000071117083,0.0003637791,0.00056066655,0.000023162058,0.00015236583],"domain_scores_gemma":[0.9992396,0.000024678271,0.00028566117,0.00036671426,0.000052520907,0.000030809955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002635485,0.00013801879,0.00039294467,0.00022913916,0.00009262172,0.00003879212,0.00035369964,0.00011555405,0.0067833886],"category_scores_gemma":[0.000028850001,0.00018474492,0.0000448361,0.00018694653,0.00004323073,0.00022716259,0.00011172438,0.000059916256,0.000108482636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014684298,0.0015029721,0.06454814,0.014355521,0.0029792986,0.000016434125,0.027091766,0.0676323,0.0002927663,0.28880876,0.09341325,0.43789035],"study_design_scores_gemma":[0.0010413333,0.000031526295,0.0003113295,0.000086569766,0.000035235083,3.4438145e-7,0.0037963872,0.67401254,0.00000672083,0.0010187579,0.3192511,0.0004081495],"about_ca_topic_score_codex":0.00019871736,"about_ca_topic_score_gemma":0.0027057647,"teacher_disagreement_score":0.6063803,"about_ca_system_score_codex":0.00005847325,"about_ca_system_score_gemma":0.000025568663,"threshold_uncertainty_score":0.99412453},"labels":[],"label_agreement":null},{"id":"W6983518236","doi":"","title":"Morphology and Optical Properties of Ultrathin Tellurium-Doped Gallium Phosphide Nanowires","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Cathodoluminescence; Nanowire; Gallium phosphide; Exciton; RADIUS; Photoluminescence; Tapering; Crystal (programming language); Dopant; Heterojunction; Semiconductor","score_opus":0.030440287251386863,"score_gpt":0.2772934359199153,"score_spread":0.24685314866852842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983518236","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7078871,0.0124204075,0.0000057182046,0.00038115337,0.00038459204,0.00097519,0.000027559574,0.00009894708,0.27781934],"genre_scores_gemma":[0.30742896,0.0010219567,0.00019230494,0.00011969131,0.00010289746,0.0000042979586,0.000060805516,0.0000820698,0.690987],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789596,0.00009899576,0.00037280022,0.0006492285,0.0005237482,0.00045929322],"domain_scores_gemma":[0.9988784,0.00007794454,0.0001230468,0.00032528595,0.00026590642,0.00032940955],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016492042,0.00035820354,0.0006866557,0.00038430453,0.00008265097,0.000031534837,0.0002293797,0.0005140031,0.008766015],"category_scores_gemma":[0.00010281487,0.00032390485,0.00014602355,0.00048762682,0.00029998625,0.00011693938,0.0001307164,0.0009014582,0.00012753883],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011537934,0.0003872792,0.001057679,0.030260155,0.0006900727,0.0065328577,0.0030824535,0.000003761324,0.38305148,0.0032956188,0.0010771656,0.5590235],"study_design_scores_gemma":[0.0030854575,0.0016734275,0.0037047146,0.0041477075,0.0008151211,0.00019817385,0.009932373,0.00010482042,0.39202183,0.000086293476,0.58346415,0.00076593924],"about_ca_topic_score_codex":0.00028367332,"about_ca_topic_score_gemma":0.00042558127,"teacher_disagreement_score":0.582387,"about_ca_system_score_codex":0.00017016483,"about_ca_system_score_gemma":0.0008002209,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W6983614601","doi":"","title":"A multi-modal application of magnetic resonance imaging (MRI) techniques to identify and quantify brain abnormalities in retired professional football players","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Magnetic resonance imaging; Functional magnetic resonance imaging; Concussion; White matter; Athletes; Diffusion MRI; Football; Resting state fMRI; Cerebral blood flow","score_opus":0.027708913894452174,"score_gpt":0.32797529393491165,"score_spread":0.30026638004045947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983614601","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.864103,0.0030950066,0.0012973584,0.0030733824,0.00051948574,0.009044938,0.00046713496,0.00038436192,0.118015304],"genre_scores_gemma":[0.32339373,0.0000983604,0.012726049,0.00030719765,0.000056570585,0.00013901298,0.0007658957,0.00013277675,0.6623804],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976716,0.00023909535,0.0004487899,0.0006380665,0.0006239675,0.00037850003],"domain_scores_gemma":[0.9989044,0.00019330648,0.00021323994,0.0003779195,0.00015918743,0.00015193954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004286532,0.00030077234,0.00052942336,0.00079553213,0.00012246093,0.000028372131,0.00036711965,0.00021609105,0.006598367],"category_scores_gemma":[0.000087874214,0.0003507116,0.00009605724,0.0008474692,0.00012116955,0.00016995326,0.00022912463,0.0006683522,0.0000065497793],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059931576,0.0004967808,0.07566566,0.0032515205,0.000066999746,0.00035902963,0.01117132,0.000005681621,0.031635936,0.0017207728,0.0021680803,0.8674651],"study_design_scores_gemma":[0.0056178737,0.00086399226,0.6718121,0.003293649,0.00019492404,0.000056962992,0.085465334,0.0025581324,0.004500916,0.00012100822,0.2245042,0.0010108632],"about_ca_topic_score_codex":0.00094768027,"about_ca_topic_score_gemma":0.001494912,"teacher_disagreement_score":0.8664542,"about_ca_system_score_codex":0.0003410708,"about_ca_system_score_gemma":0.00027520448,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W6983674827","doi":"","title":"Multi-Scale Classification of Ontario Highway Infrastructure: A Network Theoretic Approach to Guide Bridge Rehabilitation Strategy","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Robustness (evolution); Component (thermodynamics); Vulnerability (computing); Vulnerability index; Vulnerability assessment; Bridge maintenance","score_opus":0.009688264127021373,"score_gpt":0.20565566225993462,"score_spread":0.19596739813291325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983674827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18817894,0.000057589197,0.03709601,0.0000060235598,0.0021995697,0.000995635,0.00004464674,0.00029006272,0.7711315],"genre_scores_gemma":[0.63724536,0.00002199094,0.12731357,0.000021052634,0.0007830604,0.000017471915,0.0009143381,0.00020457113,0.23347858],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983058,0.0000554826,0.00043229602,0.00050471263,0.00025874216,0.00044294648],"domain_scores_gemma":[0.99897516,0.000033979406,0.00019675407,0.00044836523,0.0002132846,0.0001324757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010577839,0.00044244173,0.0004609479,0.00022493758,0.000109591914,0.00004897435,0.00045909348,0.00045856286,0.002269937],"category_scores_gemma":[0.000015064973,0.00048655155,0.00016165667,0.00056536135,0.00007822575,0.00020716822,0.000046834884,0.00043185396,0.000018050725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015198403,0.00025878887,0.018111274,0.004384049,0.0010511868,0.000027393342,0.06983755,0.29487288,0.035831824,0.011271587,0.03377991,0.52905375],"study_design_scores_gemma":[0.0017778984,0.00046435086,0.5769782,0.0009732659,0.00046895817,0.000007245661,0.010786672,0.010692678,0.0029742697,0.00064952264,0.3925393,0.0016876325],"about_ca_topic_score_codex":0.0011747183,"about_ca_topic_score_gemma":0.014083648,"teacher_disagreement_score":0.5588669,"about_ca_system_score_codex":0.00092995766,"about_ca_system_score_gemma":0.0002487683,"threshold_uncertainty_score":0.9997586},"labels":[],"label_agreement":null},{"id":"W6983697201","doi":"","title":"NEW DIMENSIONS OF ANEMIA IN PALEOPATHOLOGY: DEVELOPMENT AND APPLICATION OF NOVEL METHODS FOR ANEMIA DIAGNOSIS IN SKELETAL REMAINS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Canadian Blood Services; McMaster University","keywords":"Anemia; Scurvy; Disease; Population; Metric (unit); Cohort study; Malnutrition","score_opus":0.011707742490483604,"score_gpt":0.25758923570328013,"score_spread":0.24588149321279654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983697201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9412765,0.00030127435,0.013088471,0.00007320477,0.00017086376,0.0010346473,0.00003764745,0.000020489571,0.043996904],"genre_scores_gemma":[0.56282395,0.00049252313,0.30793747,0.000052489042,0.000042798438,0.00007272321,0.0008634816,0.00008085047,0.12763369],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989922,0.00004875004,0.0002892361,0.00040572122,0.00007621649,0.00018786424],"domain_scores_gemma":[0.9995056,0.00013461127,0.00016658324,0.00012587309,0.000008790366,0.00005856127],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019363845,0.00017140586,0.00034906022,0.00019337446,0.00002880995,0.0000043359328,0.00016770986,0.00027053338,0.0013616915],"category_scores_gemma":[0.000017238752,0.00016584159,0.000050098297,0.00041811014,0.000055588385,0.00006152104,0.00011391557,0.00015584717,0.000002593215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000129824,0.00015824764,0.24168684,0.00042270895,0.000018940551,0.000021037693,0.0029835391,0.00019550539,0.0074525787,0.00035486958,0.00018802818,0.7463879],"study_design_scores_gemma":[0.0038739312,0.00034017448,0.7771159,0.00047736958,0.00024120665,0.00001082079,0.0037920584,0.001546572,0.00735958,0.00072373165,0.2037377,0.00078096107],"about_ca_topic_score_codex":0.00045788946,"about_ca_topic_score_gemma":0.030760717,"teacher_disagreement_score":0.7456069,"about_ca_system_score_codex":0.00015571534,"about_ca_system_score_gemma":0.000058755995,"threshold_uncertainty_score":0.9995512},"labels":[],"label_agreement":null},{"id":"W6983701236","doi":"","title":"New Advances in Capillary Electrophoresis for Biomonitoring in Population Health and Newborn Screening of Cystic Fibrosis","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomonitoring; Epidemiology; Cystic fibrosis; Population; Biomarker; Urine; Newborn screening; Cotinine","score_opus":0.005819698277970194,"score_gpt":0.27860272365964656,"score_spread":0.27278302538167637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983701236","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65524274,0.09639044,0.23366573,0.00022185023,0.00028926082,0.0048282007,0.0003067578,0.00010447199,0.008950534],"genre_scores_gemma":[0.26675892,0.046635825,0.49321657,0.00018165389,0.00040536438,0.00013241997,0.01645155,0.00034261498,0.17587508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918306,0.000033537508,0.00018758724,0.00033049824,0.000061119674,0.00020419084],"domain_scores_gemma":[0.99961275,0.0000129366945,0.00018699799,0.00011639028,0.000020618048,0.000050303293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004516619,0.00014612007,0.0002072101,0.00015830288,0.000071554015,0.000006764176,0.0001242867,0.000116620206,0.00014291404],"category_scores_gemma":[0.000007411846,0.00019174883,0.000047998823,0.00030424248,0.000009664154,0.000012339708,0.000037948954,0.000113048656,4.570408e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008928297,0.000031661984,0.0057874043,0.00028792507,0.000017784932,0.000001316016,0.00014435088,0.00032444525,0.23415695,0.00025710076,0.0001221409,0.7579761],"study_design_scores_gemma":[0.0016719215,0.001236096,0.007971733,0.00035940006,0.000042784046,0.0000027866229,0.002909757,0.0000933284,0.113289185,0.00051617244,0.8712995,0.0006073189],"about_ca_topic_score_codex":0.000659553,"about_ca_topic_score_gemma":0.0029208653,"teacher_disagreement_score":0.8711774,"about_ca_system_score_codex":0.00010427376,"about_ca_system_score_gemma":0.000105433355,"threshold_uncertainty_score":0.781929},"labels":[],"label_agreement":null},{"id":"W6983734954","doi":"","title":"New Quantum Chemistry Methods for Open-Shell Systems and Their Applications in Spin-Polarized Conceptual Density Functional Theory","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; McMaster University","keywords":"Field (mathematics); Computation; Product (mathematics); Identification (biology); Density functional theory","score_opus":0.017020492185062647,"score_gpt":0.2615351374807801,"score_spread":0.24451464529571745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983734954","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09977975,0.003930021,0.7598839,0.00006955279,0.0030655249,0.0054072402,0.00040026166,0.00018838953,0.12727536],"genre_scores_gemma":[0.028013458,0.00010843438,0.003614556,0.00005606949,0.00051280524,0.000026640939,0.0050900155,0.000113186165,0.9624648],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988714,0.000116420895,0.00017716667,0.00057564466,0.000058011563,0.0002013485],"domain_scores_gemma":[0.999327,0.0000643738,0.00015867986,0.0002599161,0.00009271685,0.000097297445],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018277328,0.00027101763,0.00030355135,0.000057940517,0.0001497731,0.00007296508,0.00029452637,0.00048736937,0.0011402796],"category_scores_gemma":[0.000027036796,0.000274025,0.00010504114,0.00018865931,0.00005304084,0.000012833393,0.00015285374,0.00019878664,0.000004988657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034359372,0.00006306993,0.00046846806,0.0004716224,0.0005281743,0.000004723667,0.000663622,0.00003672268,0.8007627,0.01633872,0.0027887034,0.1744375],"study_design_scores_gemma":[0.003615363,0.0002128225,0.0026893844,0.00012010404,0.00025290996,0.000012049142,0.029547237,0.00030265938,0.036551222,0.0021890062,0.92360795,0.00089930336],"about_ca_topic_score_codex":0.0001614375,"about_ca_topic_score_gemma":0.00023485445,"teacher_disagreement_score":0.9208192,"about_ca_system_score_codex":0.000047372418,"about_ca_system_score_gemma":0.00017824832,"threshold_uncertainty_score":0.9999712},"labels":[],"label_agreement":null},{"id":"W6983834738","doi":"","title":"NUMERICAL MODELLING OF SOLIDIFICATION AND HEAT TRANSFER IN CANDU CORIUM","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corium; Heat transfer; Decay heat; Nuclear reactor core; Nuclear reactor; Reactor pressure vessel; Natural convection; Heat flux; Critical heat flux; Coolant","score_opus":0.014398951757546583,"score_gpt":0.18765978091561814,"score_spread":0.17326082915807156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983834738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7873423,0.000023618615,0.004746567,0.000022809249,0.00023572751,0.00035360723,0.000036242534,0.00004395346,0.20719515],"genre_scores_gemma":[0.8733231,0.00009155564,0.00007340485,0.0000035329494,0.000010149086,0.0000011716347,0.00014005674,0.000027415754,0.12632965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990386,0.00004346687,0.00019617511,0.00034365832,0.00018048933,0.00019766163],"domain_scores_gemma":[0.99972796,0.000029099547,0.000030641382,0.00013385448,0.000008849134,0.000069606445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006759775,0.00017084277,0.00025781168,0.00009875164,0.000046637477,0.000013264867,0.00016618433,0.00017965489,0.0059241974],"category_scores_gemma":[0.0000022807742,0.00019610593,0.000053392483,0.00043966572,0.0000301834,0.00012585241,0.000043468368,0.00016626835,0.000046144396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018960313,0.0004292557,0.15021302,0.0021896453,0.00017785864,0.00032659672,0.018913168,0.5887687,0.005713066,0.0008332868,0.00034790544,0.23019144],"study_design_scores_gemma":[0.0031150796,0.00029798833,0.0762248,0.0009012709,0.0002787691,0.000011772279,0.018175945,0.8668136,0.001102287,0.00027294373,0.031101728,0.0017038423],"about_ca_topic_score_codex":0.0070460457,"about_ca_topic_score_gemma":0.030823626,"teacher_disagreement_score":0.27804485,"about_ca_system_score_codex":0.00020016788,"about_ca_system_score_gemma":0.000017725397,"threshold_uncertainty_score":0.99956614},"labels":[],"label_agreement":null},{"id":"W6986165566","doi":"","title":"Panel Summary: Mobilisation des collectivités dans l'établissement des priorités pour les soins à domicile et les soins communautaires dans le Nord-Est de l'Ontario","year":2015,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Control (management); Government (linguistics)","score_opus":0.054949418744586725,"score_gpt":0.24522883042693414,"score_spread":0.1902794116823474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986165566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2626829,0.0012358464,0.009700236,0.00015843853,0.00032208787,0.00209608,0.0016133778,0.0006181349,0.7215729],"genre_scores_gemma":[0.05599992,0.00031599565,0.009972221,0.00004850516,0.00025655056,0.000026133752,0.0007431192,0.0012592276,0.9313783],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98967993,0.003956749,0.0009823019,0.0019640478,0.0011064583,0.0023105307],"domain_scores_gemma":[0.9946138,0.00076873705,0.00115382,0.001697908,0.0007337801,0.0010319083],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0014613564,0.002245117,0.0019102554,0.0012303415,0.002687561,0.0006733561,0.0024778172,0.0017166918,0.10820285],"category_scores_gemma":[0.00023258694,0.002751154,0.0007090062,0.0023480584,0.0035594692,0.0016823978,0.0017432672,0.0021126303,0.0010939274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0027517967,0.006348372,0.65789485,0.0018025446,0.0037783158,0.0018980718,0.1299116,0.014644569,0.022945326,0.011272105,0.044583876,0.102168545],"study_design_scores_gemma":[0.00774954,0.0007756247,0.072479926,0.0029419067,0.001667363,0.00015743652,0.09481584,0.0012822147,0.001835657,0.0008783144,0.81255597,0.002860183],"about_ca_topic_score_codex":0.6934951,"about_ca_topic_score_gemma":0.9913167,"teacher_disagreement_score":0.7679721,"about_ca_system_score_codex":0.01821056,"about_ca_system_score_gemma":0.012903315,"threshold_uncertainty_score":0.99968386},"labels":[],"label_agreement":null},{"id":"W6986271051","doi":"","title":"Outbreak-associated COVID-19 cases by industry in Ontario","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Incidence (geometry); Under-reporting; Work (physics); Descriptive statistics","score_opus":0.026053288892629523,"score_gpt":0.22135533690970047,"score_spread":0.19530204801707093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986271051","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011340099,0.00015603002,0.000005241017,0.00016275098,0.00030172168,0.0007786942,0.0030626594,0.00089931727,0.9934996],"genre_scores_gemma":[0.00081570557,0.000009241397,0.000038079226,0.00082511385,0.000045350207,0.000005273171,0.0014722018,0.0012094292,0.9955796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959598,0.0007212936,0.00034829526,0.0012642114,0.0007318699,0.0009745173],"domain_scores_gemma":[0.9977687,0.00015063264,0.00066091254,0.000741327,0.000031902127,0.0006465388],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00023405554,0.0008792583,0.0009386753,0.0016141641,0.00019539696,0.00008267156,0.0012968673,0.0024197146,0.94937444],"category_scores_gemma":[0.00012810652,0.0011662726,0.00024394822,0.0026007579,0.00022638561,0.00019959774,0.0010448659,0.0043415762,0.0019032556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018390239,0.00041182945,0.11346135,0.00004808714,0.00035765872,0.0055733747,0.0007382356,0.000055627483,0.000013465857,0.00012222031,0.87779444,0.0012398289],"study_design_scores_gemma":[0.0037017039,0.00011368586,0.0008604402,0.00010886313,0.00021664744,0.00003622526,0.0031675608,0.000003100041,0.0000018639463,0.000009335804,0.9906466,0.0011339898],"about_ca_topic_score_codex":0.5394474,"about_ca_topic_score_gemma":0.9405353,"teacher_disagreement_score":0.9474712,"about_ca_system_score_codex":0.014976725,"about_ca_system_score_gemma":0.0019863814,"threshold_uncertainty_score":0.99907875},"labels":[],"label_agreement":null},{"id":"W6986461594","doi":"","title":"Predictive Models for Hospital Readmissions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Proteogenomics; Diafiltration; Dysgeusia; Fusible alloy","score_opus":0.020043817146784482,"score_gpt":0.2441603248983801,"score_spread":0.2241165077515956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986461594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026274086,0.00008696902,0.0024135474,0.0015062946,0.001035517,0.0033915832,0.00016198088,0.00058574835,0.98819095],"genre_scores_gemma":[0.0041289567,0.000100453624,0.0016886931,0.000047021265,0.00015258796,0.000023103652,0.002165543,0.00008469291,0.991609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872416,0.000021737527,0.00016623351,0.0005073805,0.00024196274,0.00033850828],"domain_scores_gemma":[0.9991834,0.00005269216,0.00010432946,0.0002683077,0.00015277325,0.0002384774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046316836,0.00031468042,0.00041787632,0.0002684608,0.00015358573,0.000023595507,0.00013637358,0.00030134595,0.010632837],"category_scores_gemma":[0.000020141502,0.00031030702,0.00029975545,0.0003462024,0.000022791697,0.0001487143,0.00005163213,0.00019827514,0.0001442905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005384301,0.0012546303,0.00064127776,0.0024206755,0.004096598,0.0014574364,0.0075292205,0.00031165447,0.00013192925,0.008210579,0.4082731,0.5602886],"study_design_scores_gemma":[0.0032147362,0.0011517889,0.0008606981,0.00068193476,0.0018735356,0.000001713325,0.013412028,0.0017931943,0.00012340168,0.00056488963,0.9759108,0.00041126736],"about_ca_topic_score_codex":0.000072985575,"about_ca_topic_score_gemma":0.0002284272,"teacher_disagreement_score":0.5676377,"about_ca_system_score_codex":0.00023477824,"about_ca_system_score_gemma":0.00019378119,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W6986513254","doi":"","title":"Practical Process History-Based Fault Detection and Diagnosis Algorithms Using Multivariate Statistical Process Control, Frequency, and Time-Frequency Approaches Addressing Variability in Datasets","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Fault detection and isolation; Robustness (evolution); Process (computing); Reliability (semiconductor); Signal processing; Fault (geology); Domain (mathematical analysis); Process control","score_opus":0.03244357338534753,"score_gpt":0.2866822147842542,"score_spread":0.2542386413989067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986513254","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26971632,0.0047005108,0.58970714,0.0002804557,0.0024733602,0.012030188,0.009769268,0.0055583036,0.105764434],"genre_scores_gemma":[0.9441787,0.00008357672,0.052348815,0.00003801019,0.0001371339,0.00016595803,0.00207948,0.00029805605,0.00067028735],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99739015,0.00034483662,0.00046474574,0.0010012216,0.00034401583,0.00045500544],"domain_scores_gemma":[0.9986382,0.0005914027,0.00017585765,0.0002898948,0.00010206816,0.00020256107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045112407,0.00064055406,0.0006818174,0.00045724577,0.00010986539,0.0001587533,0.00023201971,0.00064242474,0.0016684955],"category_scores_gemma":[0.00037914232,0.0007322478,0.000059172737,0.000435282,0.00015157102,0.00077955745,0.00004551749,0.0010770622,0.000004857168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015284205,0.00217189,0.027626896,0.051351897,0.0015940861,0.0035423113,0.008737584,0.010624807,0.007981556,0.0021187018,0.0011658098,0.88155603],"study_design_scores_gemma":[0.0019936126,0.00015464137,0.0021007736,0.0018526042,0.0010452904,0.000030348807,0.0007905306,0.98464,0.002172661,0.0014503581,0.0022034224,0.0015657402],"about_ca_topic_score_codex":0.00074251834,"about_ca_topic_score_gemma":0.00090486574,"teacher_disagreement_score":0.97401524,"about_ca_system_score_codex":0.0010585369,"about_ca_system_score_gemma":0.00026750396,"threshold_uncertainty_score":0.99951285},"labels":[],"label_agreement":null},{"id":"W6986659014","doi":"","title":"PROPER SIZING OF INFILTRATION TRENCHES &amp; BIORETENTION CELLS FOR URBAN STORMWATER MANAGEMENT PURPOSES","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioretention; Sizing; Stormwater; Infiltration (HVAC); Surface runoff; Low-impact development; Swale; Hydrology (agriculture)","score_opus":0.018861258755185958,"score_gpt":0.19443361817327645,"score_spread":0.1755723594180905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986659014","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054954357,0.00007576424,0.008658535,0.00015018115,0.0009028154,0.003393534,0.00012593881,0.00022275279,0.9315161],"genre_scores_gemma":[0.09232627,0.000042074786,0.0067774337,0.000039309147,0.00005753954,0.000021820697,0.0010681453,0.000058579266,0.89960885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998279,0.00006294061,0.0003310705,0.00062712963,0.00036892825,0.00033094964],"domain_scores_gemma":[0.9992137,0.00001648307,0.00034474704,0.0002977123,0.0000298853,0.00009747833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008423531,0.00035104892,0.00030934092,0.00017996995,0.00018958407,0.00005634696,0.0004686964,0.0001815506,0.026384642],"category_scores_gemma":[0.000004133124,0.00036795865,0.0002225206,0.0004765908,0.00009673334,0.00050103205,0.0001879972,0.00014276306,0.00028663766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030860244,0.0015419363,0.0218119,0.0073129325,0.002800462,0.000116672425,0.029718176,0.0033795258,0.26867306,0.008309494,0.15037961,0.5028702],"study_design_scores_gemma":[0.0007683461,0.00014131011,0.0025885797,0.00012363335,0.00058167434,3.006791e-7,0.002215862,0.00017270267,0.010574838,0.00007214334,0.9822563,0.00050434633],"about_ca_topic_score_codex":0.00016735471,"about_ca_topic_score_gemma":0.0009671842,"teacher_disagreement_score":0.83187664,"about_ca_system_score_codex":0.00036229205,"about_ca_system_score_gemma":0.000013427555,"threshold_uncertainty_score":0.9998772},"labels":[],"label_agreement":null},{"id":"W6986714048","doi":"","title":"Rapid synthesis: Identifying features of approaches to supporting transitions from child to adult care for young people with special healthcare needs","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Health care; Adult care; Qualitative research; Special needs; Needs assessment; Inclusion (mineral); MEDLINE; Young adult; Evidence-based practice; Health services research","score_opus":0.026570500659285755,"score_gpt":0.21318021880980023,"score_spread":0.18660971815051447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986714048","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025958741,0.00007439855,0.53483677,0.004480381,0.00014024864,0.001126805,0.0009815713,0.00013972473,0.45819414],"genre_scores_gemma":[0.18530753,0.000033481716,0.4923533,0.0016380652,0.0049211183,0.00021536375,0.0012554213,0.000794774,0.31348094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986904,0.00004601647,0.00018151317,0.0005724611,0.00026495993,0.0002446482],"domain_scores_gemma":[0.99905527,0.00006684261,0.00020105543,0.00035578082,0.00010617036,0.00021490434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002574631,0.0002599928,0.00038754582,0.00029524026,0.00019463485,0.000104941784,0.0007843093,0.00010225073,0.001524663],"category_scores_gemma":[0.000006290103,0.00028676432,0.0001523443,0.0011642111,0.000020936443,0.00011162536,0.00018350386,0.00015082226,0.000016283342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017939867,0.00013239378,0.00023801459,0.0009594756,0.00046087598,0.000013999053,0.051810797,0.0010975783,0.000040584237,0.191198,0.043309763,0.7105591],"study_design_scores_gemma":[0.0010297652,0.0003130659,0.0020461662,0.00142907,0.00033362416,0.0000070183787,0.025871571,0.0009356515,0.00043549517,0.00081119506,0.9655085,0.0012788825],"about_ca_topic_score_codex":0.0008062347,"about_ca_topic_score_gemma":0.01174315,"teacher_disagreement_score":0.9221987,"about_ca_system_score_codex":0.00006908033,"about_ca_system_score_gemma":0.00012362459,"threshold_uncertainty_score":0.99995846},"labels":[],"label_agreement":null},{"id":"W6986799973","doi":"","title":"Rack-based Data Center Temperature Regulation Using Data-driven Model Predictive Control","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; TSG101; Proteogenomics; Diafiltration; Hyporeflexia; Dysgeusia; Gestational period; Articular cartilage damage","score_opus":0.024840014756131665,"score_gpt":0.22882558513034687,"score_spread":0.20398557037421522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986799973","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011503368,0.0001432871,0.8620981,0.00032748413,0.0019301216,0.0016245705,0.0011703025,0.0005760729,0.12062672],"genre_scores_gemma":[0.37302563,0.000009309926,0.03417763,0.0005731795,0.0004554589,0.000001425325,0.01132405,0.0001415009,0.5802918],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99681276,0.00020773298,0.00030499778,0.0016525467,0.0005926863,0.00042930036],"domain_scores_gemma":[0.9957587,0.00007002121,0.00044643582,0.00342032,0.00018177838,0.00012274654],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00021193721,0.00046185544,0.0004592368,0.00029494052,0.00029265374,0.00033522982,0.0054698996,0.00036801607,0.0007806708],"category_scores_gemma":[0.000014989614,0.00048457703,0.000110557245,0.0005669322,0.000037843034,0.00039152894,0.0016778539,0.0005108313,0.000037250866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026101587,0.00014691213,0.00026985555,0.000231365,0.00030880017,0.000061506325,0.00044293076,0.9517272,0.0001924434,0.00053881016,0.0038786912,0.04194045],"study_design_scores_gemma":[0.0018225531,0.00004603372,0.00020244923,0.00036327276,0.0002215045,0.0000021244828,0.00035312766,0.968999,0.000019274736,0.000020893844,0.027481835,0.00046793],"about_ca_topic_score_codex":0.000055521603,"about_ca_topic_score_gemma":0.00009428035,"teacher_disagreement_score":0.82792044,"about_ca_system_score_codex":0.00023961137,"about_ca_system_score_gemma":0.0003274058,"threshold_uncertainty_score":0.999911},"labels":[],"label_agreement":null},{"id":"W6986824568","doi":"","title":"REFUGEE HEALTH PROMOTION IN CANADA: A SYSTEMATIC REVIEW OF THE EVIDENCE ON THE IMPLEMENTATION OF THE IHR IN CANADA REGARDING REFUGEE HEALTH PROMOTION WITHIN THE CONTEXT OF A PHEIC","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Health promotion; Public health; Thematic analysis; Health literacy; Context (archaeology); Health care; Systematic review; Qualitative research; Health policy","score_opus":0.032415362589849006,"score_gpt":0.3011999145461683,"score_spread":0.2687845519563193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986824568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94482607,0.013315132,0.000007346301,0.01711796,0.0018775385,0.018476741,0.00037319,0.000013308563,0.0039927084],"genre_scores_gemma":[0.992906,0.00054989685,0.0000037244172,0.001019847,0.000012500033,0.00008652979,0.00007650197,0.000024441526,0.0053205914],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9926368,0.0042710956,0.001488145,0.00039746362,0.00085482857,0.00035165783],"domain_scores_gemma":[0.9949869,0.00032083018,0.0036097004,0.0008443208,0.00017469365,0.000063541534],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019849904,0.00027204104,0.0008432234,0.00012007346,0.00028270774,0.000007139953,0.00087098236,0.000069722264,0.0029658654],"category_scores_gemma":[0.00015237955,0.00015988087,0.0001318797,0.0014800144,0.000041995,0.000091070964,0.000063149,0.0006556305,5.6661275e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011282854,0.0006515463,0.052005824,0.7386045,0.00065458607,0.000024829707,0.11147371,0.00020050569,0.000037628815,0.043911874,0.00946259,0.041844144],"study_design_scores_gemma":[0.0025027373,0.0011759249,0.13187201,0.3415143,0.00045719623,0.000020431387,0.51920426,0.000109124085,0.00028105665,0.00012423475,0.0021848236,0.00055390195],"about_ca_topic_score_codex":0.9920815,"about_ca_topic_score_gemma":0.9998952,"teacher_disagreement_score":0.40773055,"about_ca_system_score_codex":0.005017474,"about_ca_system_score_gemma":0.014257684,"threshold_uncertainty_score":0.99880207},"labels":[],"label_agreement":null},{"id":"W6986997657","doi":"","title":"ROLE OF GUT MICROBIOTA IN THE EPISODIC NATURE OF SYMPTOMS IN IRRITABLE BOWEL SYNDROME","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Gut flora; Mood; Dysbiosis; Disease; Feces","score_opus":0.0046683038263339825,"score_gpt":0.20403844757312692,"score_spread":0.19937014374679293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986997657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7717699,0.0015248354,0.0000011571764,0.0001404738,0.000098408775,0.00044313347,0.000037483413,0.0000149262005,0.2259697],"genre_scores_gemma":[0.8918842,0.000031814732,0.00010218708,0.00004460384,0.000008699109,0.0000010789319,0.00020354083,0.000024173532,0.10769967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873394,0.000087043445,0.00032430247,0.00035784286,0.0002357901,0.00026109605],"domain_scores_gemma":[0.99935895,0.00007159479,0.00015438239,0.00029038123,0.00007696127,0.000047753223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013387298,0.00025269168,0.00051453453,0.00048874936,0.000020671941,0.000011596647,0.00035520113,0.00041356924,0.0044469787],"category_scores_gemma":[0.000039067047,0.00022570569,0.00019216714,0.0010033578,0.000085632084,0.00008407959,0.000053555155,0.0010252317,0.000018139523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011968309,0.0066254702,0.6419157,0.042234443,0.0014831246,0.008791672,0.038597926,0.00048987754,0.11358618,0.014051601,0.0032826765,0.11697303],"study_design_scores_gemma":[0.004892126,0.001224879,0.84952986,0.011972281,0.0009340034,0.0003398843,0.10426984,0.00020145062,0.0009554168,0.0013014497,0.023789858,0.0005889752],"about_ca_topic_score_codex":0.0008915418,"about_ca_topic_score_gemma":0.0042291675,"teacher_disagreement_score":0.20761414,"about_ca_system_score_codex":0.000105786814,"about_ca_system_score_gemma":0.00017225448,"threshold_uncertainty_score":0.9964631},"labels":[],"label_agreement":null},{"id":"W6987009017","doi":"","title":"The Role of Diet in Maternal Blood Glucose Levels and Gestational Diabetes Mellitus","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gestational diabetes; Pregnancy; Health coaching; Confounding; Obesity; Cohort study; Birth weight; Diabetes mellitus","score_opus":0.008746033113695257,"score_gpt":0.2248440343940499,"score_spread":0.21609800128035464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987009017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82579803,0.0060795634,0.0000018461743,0.00016973696,0.00010446138,0.0004534526,0.00009930493,0.000020135667,0.16727348],"genre_scores_gemma":[0.55773455,0.0013372577,0.00020913947,0.000026323347,0.00004209148,0.000007200038,0.00035936094,0.000034190056,0.4402499],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987999,0.000053805907,0.00019896585,0.00027769493,0.00039258963,0.00027700467],"domain_scores_gemma":[0.9994338,0.00013016969,0.000085652384,0.00012796099,0.00011895384,0.00010345649],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011843232,0.00017818001,0.00023608585,0.00025024056,0.00006282073,0.00005353279,0.00014965111,0.000101473335,0.0036203556],"category_scores_gemma":[0.000027689373,0.00014956975,0.000075848475,0.0002860336,0.00007594532,0.00008628457,0.00008238582,0.00026489102,0.000022686578],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018171166,0.00034274405,0.0619623,0.0045353626,0.001533285,0.00045148868,0.0017644344,0.000038450005,0.00699257,0.030121708,0.00035649253,0.890084],"study_design_scores_gemma":[0.002956006,0.0008827747,0.6587532,0.0018303271,0.00082972046,0.0000034942896,0.011261973,0.0008282561,0.012917337,0.0074819797,0.30180842,0.00044647732],"about_ca_topic_score_codex":0.000105149615,"about_ca_topic_score_gemma":0.00066480826,"teacher_disagreement_score":0.8896376,"about_ca_system_score_codex":0.00006412013,"about_ca_system_score_gemma":0.00012369188,"threshold_uncertainty_score":0.9972905},"labels":[],"label_agreement":null},{"id":"W6987035013","doi":"","title":"Saving Ontario's Niagara Escarpment: The Quarries, the Politics and the Myth of the Dufferin Gap, 1950-1970","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Escarpment; Legislation; Politics; Mythology; Mill; Political consciousness; Appeal; Frontier; Dynamism","score_opus":0.0122521147822527,"score_gpt":0.1973991044613955,"score_spread":0.1851469896791428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987035013","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036189456,0.00050683966,0.0000024285966,0.004643405,0.0016544595,0.00074953394,0.000058049416,0.000040303763,0.95615554],"genre_scores_gemma":[0.036642138,0.0002757784,0.0000031374266,0.00036449454,0.00012454906,0.0000026195196,0.000013575998,0.000020666346,0.962553],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832433,0.00045930262,0.00018194853,0.00023799938,0.0004700821,0.00032631442],"domain_scores_gemma":[0.99888384,0.00030291814,0.0002581908,0.00038573158,0.00008697521,0.00008232082],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004224419,0.00017418845,0.00023317875,0.00016777529,0.0032225626,0.00035100905,0.0010824952,0.00018510327,0.0071635763],"category_scores_gemma":[0.000068614994,0.00011281168,0.00021490494,0.00061349437,0.0016047403,0.00011871766,0.0001426124,0.00051368104,0.000019260671],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016476763,0.000029904002,0.0014000664,0.00016560669,0.00036801546,0.000031511037,0.60153,0.000025556883,0.0000069519706,0.3265058,0.03744704,0.03232476],"study_design_scores_gemma":[0.0002926572,0.000008464145,0.006177382,0.000076334676,0.00020292506,6.453134e-7,0.11705314,0.0000024460562,0.0000017022977,0.0007917385,0.875266,0.00012657288],"about_ca_topic_score_codex":0.89961517,"about_ca_topic_score_gemma":0.9979938,"teacher_disagreement_score":0.8378189,"about_ca_system_score_codex":0.00093656615,"about_ca_system_score_gemma":0.0015355777,"threshold_uncertainty_score":0.9980751},"labels":[],"label_agreement":null},{"id":"W6987113798","doi":"","title":"In Search of the Kitaev Interactions in Low-Dimensional Yttrium-Doped Calcium Iridates: Ca(5-x)Y(x)Ir3O12","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antiferromagnetism; Valence (chemistry); Doping; Yttrium; Ground state; Valence bond theory; Magnetic susceptibility","score_opus":0.01822803465967271,"score_gpt":0.2631325587728043,"score_spread":0.24490452411313157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987113798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72398496,0.000018196317,0.0002593917,0.00021788978,0.0014074752,0.00085450656,0.00030958268,0.00004315991,0.27290484],"genre_scores_gemma":[0.5360118,0.0000010451272,0.0000620489,0.0000332815,0.00008829322,0.0000045536085,0.00028986603,0.00005196408,0.4634571],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842995,0.00013381049,0.00033214528,0.0004461161,0.000285332,0.0003726427],"domain_scores_gemma":[0.99906075,0.00014677337,0.00022174591,0.0003830643,0.00012341526,0.00006425938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006295961,0.00031138846,0.00039724476,0.00030404067,0.000081241444,0.000023173208,0.00052219216,0.000088198554,0.018514002],"category_scores_gemma":[0.0000042265733,0.00031573576,0.00020587425,0.0012121578,0.00006519101,0.00031855298,0.00021249308,0.00080656866,0.0001724629],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059989737,0.0077567464,0.20442699,0.005380751,0.0037003919,0.0015012076,0.047347285,0.19792101,0.15463589,0.07189488,0.03299247,0.2664434],"study_design_scores_gemma":[0.028194088,0.00045545766,0.2145974,0.01611856,0.001378363,0.000011056392,0.21789297,0.015969634,0.25996345,0.034506574,0.20158145,0.009330982],"about_ca_topic_score_codex":0.0023788258,"about_ca_topic_score_gemma":0.0029410853,"teacher_disagreement_score":0.25711244,"about_ca_system_score_codex":0.00020752678,"about_ca_system_score_gemma":0.0002633062,"threshold_uncertainty_score":0.9999295},"labels":[],"label_agreement":null},{"id":"W6987207710","doi":"","title":"Soliton Interactions with Dispersive Wave Background","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Soliton; Korteweg–de Vries equation; Dispersion (optics); Transformation (genetics); Shock wave; Nonlinear system; Wave propagation; Pulse (music); Rarefaction (ecology)","score_opus":0.01774501015321314,"score_gpt":0.23899820809702796,"score_spread":0.22125319794381482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987207710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051987596,0.000009998679,0.00035334958,0.00005054413,0.0007758094,0.0002742825,0.00023624666,0.00009030172,0.9462219],"genre_scores_gemma":[0.04530107,0.0000052000496,0.0002657681,0.0000132975265,0.00053592265,0.0000022197182,0.0019689398,0.00008374524,0.95182383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987239,0.000047489048,0.00017103352,0.0004816314,0.0001934054,0.00038253627],"domain_scores_gemma":[0.99918896,0.00006438883,0.00018779126,0.00028705242,0.000118834745,0.00015297536],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025288498,0.00036840103,0.00033870793,0.00016882952,0.0002635224,0.0001109462,0.0002369451,0.000110990724,0.07907566],"category_scores_gemma":[9.161405e-7,0.00036309764,0.00023174628,0.00044696595,0.00005019345,0.00024259438,0.00004955779,0.0004917348,0.0004706212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024276765,0.0014433636,0.00998258,0.00074068736,0.006598435,0.0011280356,0.01660425,0.00046073273,0.0011564556,0.109126,0.023961196,0.8263706],"study_design_scores_gemma":[0.0014171534,0.00018089257,0.0027700223,0.0004864037,0.0006536131,0.0000037744328,0.16087115,0.00037835244,0.00058276317,0.0006639973,0.8308867,0.0011051405],"about_ca_topic_score_codex":0.0009804578,"about_ca_topic_score_gemma":0.0022634584,"teacher_disagreement_score":0.82526547,"about_ca_system_score_codex":0.000110920424,"about_ca_system_score_gemma":0.00016605292,"threshold_uncertainty_score":0.9998821},"labels":[],"label_agreement":null},{"id":"W6987231778","doi":"","title":"A SERIES OF STUDIES ON USING SOCIAL NETWORKS TO INFORM AND SUPPORT EVIDENCE-INFORMED PUBLIC HEALTH PRACTICE IN CANADA: INVESTIGATING ORGANIZATIONAL SOCIAL NETWORKS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Public health; Position (finance); Process (computing); Social network analysis; Social network (sociolinguistics); Interpretation (philosophy); Qualitative property; Opinion leadership","score_opus":0.094823274372363,"score_gpt":0.3225230857516235,"score_spread":0.22769981137926049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987231778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75784904,0.004034734,0.0008566518,0.01991466,0.0028433367,0.0045249765,0.00023393352,0.0002584945,0.20948415],"genre_scores_gemma":[0.975533,0.00031711734,0.0022830705,0.00270697,0.0005349655,0.0000032794235,0.00081586605,0.00007288257,0.01773283],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983335,0.000096847034,0.00044098106,0.00025427304,0.0005005355,0.0003738346],"domain_scores_gemma":[0.9979711,0.00040428195,0.00059083255,0.000083312334,0.00067330623,0.00027717705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031839774,0.00025568018,0.0005989533,0.00019791005,0.00027776323,0.000034488214,0.00012747692,0.00021214818,0.00025343167],"category_scores_gemma":[0.0021779537,0.00028005772,0.000036006684,0.0011096777,0.00007556881,0.00047183587,0.00013145761,0.00039702398,5.7079177e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008230383,0.00039211995,0.15020812,0.006654275,0.0026335751,0.0010030359,0.16911434,0.032039985,0.000017164208,0.0125211105,0.04432563,0.5728603],"study_design_scores_gemma":[0.008743352,0.0033234912,0.110389866,0.013933848,0.0014328599,0.00014585652,0.77956694,0.011021743,0.000066147004,0.00015200941,0.06863219,0.0025916717],"about_ca_topic_score_codex":0.0709613,"about_ca_topic_score_gemma":0.6633572,"teacher_disagreement_score":0.61045265,"about_ca_system_score_codex":0.0019122758,"about_ca_system_score_gemma":0.008856974,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W6987235452","doi":"","title":"Skeletal muscle adaptations to chronic exercise in a pre-clinical model of myotonic dystrophy type 1","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Skeletal muscle; Muscle atrophy; Electromyography; Titin; TSG101","score_opus":0.037126964496110464,"score_gpt":0.2749951892636141,"score_spread":0.23786822476750363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987235452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518546,0.000084579224,0.0002893044,0.000018369832,0.0004997865,0.00090674567,0.00013871178,0.000047726728,0.046160195],"genre_scores_gemma":[0.7243016,0.0001983557,0.0009823495,0.000050620827,0.00006164027,0.000008000638,0.00006282483,0.000064810294,0.27426982],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99755424,0.00022150541,0.00045778998,0.00096542225,0.0004074725,0.00039354092],"domain_scores_gemma":[0.99870956,0.000087721106,0.00027614422,0.00050433853,0.00019633381,0.00022590037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006900238,0.00036067795,0.00048781923,0.00037239038,0.000098186385,0.00003490821,0.0008018297,0.00023198189,0.009927776],"category_scores_gemma":[0.00015592498,0.00042591675,0.00021412864,0.001066867,0.000145179,0.00015988325,0.00016829968,0.00031453313,0.00017507073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021584067,0.0015240452,0.00065007206,0.00084434444,0.000072489864,0.00017592135,0.003977224,0.045805104,0.6447477,0.0015294952,0.0015814442,0.29693377],"study_design_scores_gemma":[0.011023032,0.006552998,0.15767694,0.004278283,0.0017100701,0.0000054320953,0.0044284314,0.095600694,0.6115103,0.00095666636,0.100861035,0.0053961766],"about_ca_topic_score_codex":0.000056031764,"about_ca_topic_score_gemma":0.0012531092,"teacher_disagreement_score":0.29153758,"about_ca_system_score_codex":0.00016409192,"about_ca_system_score_gemma":0.000738897,"threshold_uncertainty_score":0.9998193},"labels":[],"label_agreement":null},{"id":"W6987335266","doi":"","title":"Socioeconomic Inequalities in Suicide and Suicidal Behaviour and Roles of Social Policy","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Generosity; Poison control; Suicide prevention; Welfare; Social policy; Inequality; Social class; Social Welfare; Injury prevention","score_opus":0.02355652496144315,"score_gpt":0.280756717127589,"score_spread":0.2572001921661458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987335266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8109419,0.001317607,0.0000010434114,0.00013899949,0.00014060792,0.00013357679,0.00007964998,0.000019828189,0.18722682],"genre_scores_gemma":[0.6855617,0.00016032545,0.00002088027,0.00007026756,0.00012297602,0.0000025808272,0.00015980746,0.000033871034,0.31386757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863654,0.00017874427,0.00031187639,0.00045159817,0.00009954665,0.00032167425],"domain_scores_gemma":[0.9994186,0.00009179212,0.00023770386,0.00012770144,0.00006629915,0.000057862686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009310476,0.0003037341,0.00064165884,0.00039473188,0.000120966586,0.000031941883,0.00015800024,0.00038997582,0.016256204],"category_scores_gemma":[0.000010562081,0.00037410695,0.00011161918,0.00018679774,0.0001433266,0.000112301685,0.0001165918,0.00030270845,0.000010695386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010403551,0.0002294169,0.7429158,0.00055451074,0.0008785705,0.0003722817,0.1507703,0.0000016049773,0.00028593445,0.032449443,0.0005423182,0.06995945],"study_design_scores_gemma":[0.0016542115,0.00007675427,0.70243466,0.00002889408,0.000194373,0.000005496049,0.2917346,0.0000011920962,0.00012747312,0.0002448576,0.003095457,0.00040206092],"about_ca_topic_score_codex":0.008112276,"about_ca_topic_score_gemma":0.040660866,"teacher_disagreement_score":0.1409643,"about_ca_system_score_codex":0.00010508736,"about_ca_system_score_gemma":0.000117028154,"threshold_uncertainty_score":0.9998711},"labels":[],"label_agreement":null},{"id":"W6987357094","doi":"","title":"STA AXNARIA TOU LEUKADIOU XERN (in Greek)","year":2022,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Martinique; AKA; Section (typography); Subject (documents); Style (visual arts)","score_opus":0.01755959845429481,"score_gpt":0.1727456865960941,"score_spread":0.1551860881417993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987357094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005281835,0.0005046561,0.000003748748,0.0001490617,0.00087081885,0.00026279708,0.0006120763,0.00018027672,0.99736375],"genre_scores_gemma":[0.0004042791,0.000031955835,0.000025955631,0.00030945629,0.00087917194,0.0000015779475,0.0003753854,0.000088165514,0.99788404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808735,0.00012120202,0.00027895943,0.0006584288,0.00036995966,0.0004841033],"domain_scores_gemma":[0.9991242,0.00007380968,0.00019482867,0.00041523468,0.00006870819,0.00012319647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011414985,0.0004767843,0.00051359704,0.0003877312,0.00042645037,0.0003090298,0.0007247069,0.000272959,0.65511364],"category_scores_gemma":[0.0000048285256,0.00054592354,0.00026210895,0.000104958875,0.00020872423,0.00026918855,0.00033678362,0.0012730394,0.0002478021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022062767,0.00012049937,0.000085788284,0.0003511397,0.00023133906,0.0048891753,0.022481158,0.000035047462,0.0000017897194,0.5327257,0.3025062,0.13635151],"study_design_scores_gemma":[0.0009683864,0.000111743386,0.000012821205,0.00024018322,0.000091642796,0.000018706884,0.0048027257,0.000012006638,3.6798426e-7,0.0010904529,0.99203795,0.0006130301],"about_ca_topic_score_codex":0.00040075075,"about_ca_topic_score_gemma":0.0053105345,"teacher_disagreement_score":0.68953174,"about_ca_system_score_codex":0.0006236852,"about_ca_system_score_gemma":0.0002772518,"threshold_uncertainty_score":0.99969923},"labels":[],"label_agreement":null},{"id":"W6987532437","doi":"","title":"Temporal and Landscape Influences on the Bee Community Assemblage of the McMaster Research and Conservation Corridor","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Habitat; Pollinator; Species richness; Population; Restoration ecology; Abundance (ecology); Umbrella species; Resource (disambiguation)","score_opus":0.09937347985191643,"score_gpt":0.2521739926689091,"score_spread":0.1528005128169927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987532437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94676065,0.0000728898,1.2698009e-8,0.00083888735,0.000039969964,0.00021359445,0.000068117995,0.000018142187,0.051987726],"genre_scores_gemma":[0.837704,0.00011770842,0.0000011487667,0.000068589805,0.00003383641,0.0000013582134,0.000039415638,0.0000014680853,0.16203246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989298,0.0003507348,0.00011648809,0.00017835385,0.00025259788,0.00017203871],"domain_scores_gemma":[0.9987961,0.000900546,0.00012516258,0.00003499417,0.00010973521,0.000033485856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003393577,0.0001441025,0.0001806508,0.00002279511,0.0009222977,0.00007102312,0.00036989918,0.00013151448,0.0013855703],"category_scores_gemma":[0.000053692256,0.00004937508,0.00004503484,0.0004933511,0.00020710418,0.000073121206,0.00022820105,0.0004591722,0.000008474092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012712611,0.00021054747,0.7716466,0.00033116652,0.00024145641,0.000023377737,0.004986528,0.0000017657975,0.06149546,0.0026124797,0.01660023,0.14057912],"study_design_scores_gemma":[0.00012226147,0.00025160075,0.93211097,0.00022376473,0.000024686828,9.1945765e-7,0.03626153,0.000012956407,0.0004798856,0.00026552324,0.030122148,0.00012377863],"about_ca_topic_score_codex":0.002157997,"about_ca_topic_score_gemma":0.06375849,"teacher_disagreement_score":0.16046435,"about_ca_system_score_codex":0.000011788745,"about_ca_system_score_gemma":0.000009852474,"threshold_uncertainty_score":0.9995273},"labels":[],"label_agreement":null},{"id":"W6987596363","doi":"","title":"Supporting Diabetes Self-Management in Pregnancies Complicated by Type 1 and Type 2 Diabetes","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hamilton Health Sciences","keywords":"Glycemic; Pregnancy; Type 2 diabetes; Hypoglycemia; Diabetes mellitus; Neonatal hypoglycemia","score_opus":0.012935134526688636,"score_gpt":0.2542313487594756,"score_spread":0.241296214232787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987596363","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7303002,0.0011561894,0.0000017618156,0.00023243351,0.00024210995,0.0014238649,0.000039263054,0.00027327603,0.26633093],"genre_scores_gemma":[0.06807886,0.0011387157,0.00037779746,0.0001419808,0.000025158894,0.000011982932,0.0032290274,0.000076577926,0.9269199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982442,0.00005684542,0.00023916874,0.00051221234,0.00035353593,0.00059398415],"domain_scores_gemma":[0.99920046,0.00007683281,0.00013194232,0.00020419827,0.00020991359,0.00017665944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012155479,0.0002819587,0.00039451616,0.00043679995,0.000086783395,0.000054902346,0.000186947,0.00015128969,0.0038082555],"category_scores_gemma":[0.00004796619,0.00030670938,0.00005125696,0.0012864127,0.000042640517,0.00011625825,0.00015983992,0.00027704137,0.00013562026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009086244,0.0010157649,0.27114853,0.019177953,0.0036820292,0.0008429751,0.0023732905,0.000052766914,0.0060978034,0.0017416802,0.100627154,0.5923314],"study_design_scores_gemma":[0.0035462328,0.0008065579,0.30789292,0.002155185,0.0007593313,5.183906e-7,0.008884051,0.0010621552,0.0011244015,0.00024841598,0.67264205,0.00087817654],"about_ca_topic_score_codex":0.00003249211,"about_ca_topic_score_gemma":0.00013530014,"teacher_disagreement_score":0.6622213,"about_ca_system_score_codex":0.00016765254,"about_ca_system_score_gemma":0.000071155024,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W6987734791","doi":"","title":"Towards Safer Pedestrians: A Framework for Analyzing and Mitigating Pedestrian Violations and related Safety Issues","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Pedestrian; SAFER; Key (lock); Class (philosophy); Poison control; Bayesian network; Occupational safety and health; Risk assessment","score_opus":0.012215802831794994,"score_gpt":0.2279574812802851,"score_spread":0.2157416784484901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987734791","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3029416,0.012413471,0.048142895,0.001120463,0.0060195,0.004955988,0.0013241614,0.006161997,0.61691993],"genre_scores_gemma":[0.3394193,0.0075671687,0.027696742,0.00002721017,0.0005856487,0.000017424512,0.002525609,0.00053931674,0.62162155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870086,0.0000439987,0.00032926272,0.00044238305,0.0001309409,0.0003525452],"domain_scores_gemma":[0.99928516,0.00021409191,0.000108840635,0.00017575595,0.00006286422,0.00015331012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010992075,0.00038478008,0.0004486587,0.00024962804,0.00036671656,0.000093189585,0.00016002062,0.0006195245,0.0021139125],"category_scores_gemma":[0.000063296764,0.00044720242,0.0001340876,0.00057980325,0.000047803722,0.00020587366,0.000043499418,0.0004947842,0.000011907527],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037209986,0.000029963276,0.0031711783,0.002123633,0.0011673917,0.000094710536,0.011324956,0.0054754224,0.000113091344,0.013624605,0.0006284895,0.9618745],"study_design_scores_gemma":[0.011439499,0.000611157,0.2109584,0.010907102,0.005121665,0.00005890653,0.13095908,0.06876014,0.0003955871,0.017789437,0.53569734,0.0073016966],"about_ca_topic_score_codex":0.00008754994,"about_ca_topic_score_gemma":0.0006002639,"teacher_disagreement_score":0.95457274,"about_ca_system_score_codex":0.00010483283,"about_ca_system_score_gemma":0.00005848705,"threshold_uncertainty_score":0.999798},"labels":[],"label_agreement":null},{"id":"W6987739191","doi":"","title":"Tuning the Biological Properties of Spherical Nucleic Acids with Phosphate Backbone Modified Oligonucleotides","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; McMaster University","keywords":"Phosphodiester bond; Nucleic acid; Oligonucleotide; Phosphoramidate; Nuclease; DNA; Phosphate; Cationic polymerization; Macromolecule; Cell","score_opus":0.018907367388668588,"score_gpt":0.2192046521644622,"score_spread":0.20029728477579362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987739191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96621144,0.00042441767,0.0004962619,0.0000628648,0.00009868504,0.00035404172,0.000022973143,0.00013927276,0.03219006],"genre_scores_gemma":[0.8468962,0.00046360513,0.0013307811,0.000042557644,0.00006774801,0.000001901675,0.0002271035,0.000051125895,0.15091902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867684,0.00010631356,0.00022603346,0.0005141679,0.00018748156,0.0002891753],"domain_scores_gemma":[0.9991176,0.000013126631,0.0002676349,0.00037177847,0.00016699603,0.00006282841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009346438,0.0003409012,0.00038304535,0.000062940024,0.00016208565,0.00002983566,0.00042855792,0.0003683912,0.00018639117],"category_scores_gemma":[0.000025455243,0.00021776938,0.00019865912,0.0004513205,0.00029284583,0.00000795891,0.00014201977,0.00023710684,0.0000060752286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022354512,0.00010622963,0.00072494656,0.00015270575,0.00065157405,0.000054324864,0.000261435,0.0001260026,0.9249784,0.00011737172,0.00032235766,0.07026921],"study_design_scores_gemma":[0.000682769,0.00074178656,0.0012360814,0.0004339454,0.00034482477,0.000010053109,0.007983469,0.00012651097,0.94794524,0.000033332923,0.03973645,0.000725509],"about_ca_topic_score_codex":0.0000727829,"about_ca_topic_score_gemma":0.0003387214,"teacher_disagreement_score":0.11931527,"about_ca_system_score_codex":0.000027771599,"about_ca_system_score_gemma":0.00007157205,"threshold_uncertainty_score":0.88803774},"labels":[],"label_agreement":null},{"id":"W6987768573","doi":"","title":"Two-way Multi-input Generative Neural Network for Anomaly Event Detection and Localization","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Anomaly detection; Artificial neural network; Event (particle physics); Generative grammar; Anomaly (physics); Pattern recognition (psychology); Ambiguity; Generative model","score_opus":0.015365757806560236,"score_gpt":0.21510835421683172,"score_spread":0.19974259641027148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987768573","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002445318,0.00093785237,0.25441772,0.000028697248,0.0011530013,0.0029204227,0.0008623464,0.00087187276,0.7385636],"genre_scores_gemma":[0.0024182487,0.000029378925,0.00444742,0.0001259457,0.0005929146,0.000018459661,0.00035687853,0.0009354209,0.99107534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975084,0.00043420758,0.00023741128,0.00096125883,0.00029124666,0.0005674813],"domain_scores_gemma":[0.99883753,0.000052751733,0.0004851718,0.00036308865,0.00008034252,0.0001811301],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014757783,0.0005939818,0.0005091463,0.00053779094,0.00046780377,0.00008692739,0.0003337341,0.00029807308,0.106213294],"category_scores_gemma":[0.000013721408,0.0007170524,0.00019476889,0.0011386044,0.00013929016,0.00020447937,0.0003755586,0.00033106812,0.00010778228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021771921,0.0005295333,0.012197721,0.00061033666,0.0019777212,0.00033889,0.0010383375,0.150327,0.001668292,0.0027069065,0.34536228,0.4810658],"study_design_scores_gemma":[0.0034279595,0.00024089891,0.00017881842,0.000056358476,0.00034542594,0.000012666721,0.0004574967,0.054503497,0.00006529827,0.000013296596,0.9399938,0.0007044897],"about_ca_topic_score_codex":0.00045352368,"about_ca_topic_score_gemma":0.009989795,"teacher_disagreement_score":0.5946315,"about_ca_system_score_codex":0.000668182,"about_ca_system_score_gemma":0.000061242754,"threshold_uncertainty_score":0.99952805},"labels":[],"label_agreement":null},{"id":"W6987868933","doi":"","title":"Urban Ontario River Regimes: An Analysis of Four Major Watersheds","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Urbanization; Stream power; Regression analysis; Correlation coefficient; Drainage; Pearson product-moment correlation coefficient; Timeline","score_opus":0.009361487411692402,"score_gpt":0.20089678078147155,"score_spread":0.19153529336977915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987868933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27956262,0.000025928839,0.000104935156,0.000021284004,0.00035203688,0.0002741344,0.000019498673,0.00006515525,0.7195744],"genre_scores_gemma":[0.09101459,0.000020205218,0.0006921827,0.00002490521,0.000023271214,0.0000014986159,0.0005740621,0.000032564592,0.90761673],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817944,0.00007059883,0.00024418093,0.00071851996,0.00046833663,0.00031894405],"domain_scores_gemma":[0.99917245,0.000012329916,0.00019862922,0.00046438456,0.000017468992,0.00013476684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010012404,0.00035745505,0.0004758166,0.00045676634,0.00009783943,0.00006353849,0.0006412661,0.00021966746,0.23968078],"category_scores_gemma":[0.000001127915,0.00035426024,0.00036882522,0.0012224924,0.00009367764,0.00041699279,0.00025378665,0.00026826846,0.00035067365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017086463,0.0014302796,0.4969484,0.001136028,0.022773651,0.002211889,0.10502388,0.010068676,0.0016560982,0.005767252,0.08929776,0.26197746],"study_design_scores_gemma":[0.0006200686,0.00023753272,0.14573357,0.00010420605,0.011788812,5.8246496e-7,0.010161297,0.001737736,0.00024250787,0.00011593453,0.82847273,0.0007850559],"about_ca_topic_score_codex":0.073323585,"about_ca_topic_score_gemma":0.534405,"teacher_disagreement_score":0.73917496,"about_ca_system_score_codex":0.00077015825,"about_ca_system_score_gemma":0.000044877746,"threshold_uncertainty_score":0.9998909},"labels":[],"label_agreement":null},{"id":"W6987872822","doi":"","title":"UNDERSTANDING BEHAVIORAL INTENTION AND ADOPTION OF AUTOMATED VEHICLES IN CANADIAN CENSUS METROPOLITAN AREAS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Strong","keywords":"Metropolitan area; Context (archaeology); Sustainability; Data collection; Travel behavior; Theory of planned behavior; Census; Focus group","score_opus":0.04234657095898646,"score_gpt":0.24162840085254655,"score_spread":0.19928182989356008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987872822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91403127,0.000039043574,0.00014042908,0.0000195029,0.0004651197,0.0003114314,0.00029483784,0.00054698676,0.084151365],"genre_scores_gemma":[0.9838284,0.000041346208,0.00007954734,0.0000022034792,0.00000551314,0.0000012367518,0.0018616638,0.00003230625,0.014147735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992862,0.000018112001,0.00021722495,0.00016346612,0.000100639074,0.00021438354],"domain_scores_gemma":[0.99968904,0.000013277572,0.00005485546,0.000085480875,0.00006270169,0.00009464169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005244834,0.00015396725,0.00018481936,0.00083875103,0.000050923132,0.000018004628,0.00007582104,0.0002128784,0.0007285792],"category_scores_gemma":[0.0000038567437,0.00020899856,0.00004464113,0.00087589555,0.000030771327,0.00012780367,0.0000041206767,0.00017872882,0.0000045315705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007625701,0.00056778284,0.44744182,0.008009191,0.0014899661,0.0009865436,0.024991017,0.020521719,0.013840659,0.308225,0.0039588814,0.16920483],"study_design_scores_gemma":[0.0018652274,0.00010840454,0.7799287,0.0009669417,0.00038987605,0.0000028406625,0.18951677,0.014905248,0.00044686138,0.00040816228,0.010534074,0.000926886],"about_ca_topic_score_codex":0.07173465,"about_ca_topic_score_gemma":0.8507919,"teacher_disagreement_score":0.7790572,"about_ca_system_score_codex":0.0012667895,"about_ca_system_score_gemma":0.00007038763,"threshold_uncertainty_score":0.93444675},"labels":[],"label_agreement":null},{"id":"W6988047999","doi":"","title":"WHAT DOES CLIMATE CHANGE SOUND LIKE? HOW ONE PERSON CAN MAKE A DIFFERENCE","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Sound (geography); Climate change; Sound change; Noise (video); Set (abstract data type); Perception; Work (physics)","score_opus":0.035824487343104144,"score_gpt":0.21080128414617547,"score_spread":0.17497679680307132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988047999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018914264,0.0040154024,0.000038545848,0.0009771449,0.0028487046,0.0012925896,0.0024038963,0.001868484,0.9863661],"genre_scores_gemma":[0.001157159,0.0015714717,0.00026117873,0.00024843425,0.0009731693,0.000011961911,0.0001788158,0.0024844916,0.99311334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548024,0.0002775058,0.00018762132,0.001847142,0.00081108743,0.0013964287],"domain_scores_gemma":[0.9978486,0.000039951014,0.0004363238,0.0011295872,0.000079597594,0.00046599814],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012163286,0.0012712332,0.0010847886,0.0015456298,0.00016464015,0.0012376722,0.0012513,0.00091015885,0.1680954],"category_scores_gemma":[0.000007401538,0.0012025819,0.00043663918,0.0016596136,0.0004133779,0.00039282837,0.0008683955,0.00096553756,0.00834007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180561,0.0006892251,0.0026958936,0.00802986,0.0039656404,0.007094903,0.024756396,0.0000010090695,0.0005835497,0.011205148,0.24917687,0.6909835],"study_design_scores_gemma":[0.0010651706,0.00012058709,0.00014329664,0.0040105134,0.0009600444,0.000017964143,0.016097546,0.000026273516,0.000017097407,0.00011696341,0.9759039,0.0015206353],"about_ca_topic_score_codex":0.0007670467,"about_ca_topic_score_gemma":0.08086561,"teacher_disagreement_score":0.72672707,"about_ca_system_score_codex":0.00082429266,"about_ca_system_score_gemma":0.00008391437,"threshold_uncertainty_score":0.99979913},"labels":[],"label_agreement":null},{"id":"W6988051308","doi":"","title":"What do Students Learn in the Numbers for Life Course at McMaster University? Assessing students’ improvement and retention of numeracy knowledge and skills","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Development and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Numeracy; Course (navigation); Life course approach; Key (lock); Lifelong learning","score_opus":0.015759976071502528,"score_gpt":0.30924630272120224,"score_spread":0.2934863266496997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988051308","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370174,0.0010259349,0.00000839872,0.0002753584,0.0011560643,0.0010066109,0.000008130081,0.000021220354,0.059480913],"genre_scores_gemma":[0.36254042,0.0020403285,0.000058659276,0.00003589306,0.00009227209,0.0000020431607,0.00011198023,0.000021658507,0.6350967],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99835706,0.00020871028,0.00021824395,0.00046420208,0.00048292504,0.0002688674],"domain_scores_gemma":[0.9992483,0.0001594376,0.00023463348,0.00011698844,0.00013756624,0.000103075145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006005087,0.0002225757,0.00026435743,0.00021543396,0.00047720686,0.00058349775,0.00045870795,0.00021890498,0.0019310205],"category_scores_gemma":[0.000021235865,0.00022420897,0.000089803674,0.00049650343,0.00011644543,0.0010043832,0.0001779397,0.0002091946,0.000009159274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003572891,0.00068173435,0.1719462,0.00089489436,0.00046445898,0.000020676522,0.33197773,0.0000026294565,0.00007974205,0.0014695794,0.002446948,0.48965812],"study_design_scores_gemma":[0.0014647427,0.00007370505,0.12962733,0.0011016413,0.0004776366,5.228791e-7,0.620944,0.0000076564575,0.000017485583,0.00014596512,0.24579014,0.00034912358],"about_ca_topic_score_codex":0.00033194505,"about_ca_topic_score_gemma":0.008209668,"teacher_disagreement_score":0.5756158,"about_ca_system_score_codex":0.0003657773,"about_ca_system_score_gemma":0.0002699667,"threshold_uncertainty_score":0.99898136},"labels":[],"label_agreement":null},{"id":"W6988053126","doi":"","title":"Work, Inclusion and 2SLGBTQ+ People in Sudbury and Windsor","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Inclusion (mineral); General partnership","score_opus":0.03564266571140035,"score_gpt":0.25806492365019745,"score_spread":0.2224222579387971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988053126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5124069,0.00036313245,0.00014861602,0.135061,0.000076198005,0.0002379802,0.0000031727282,0.000085191925,0.3516178],"genre_scores_gemma":[0.97821665,0.00032343983,0.00010259528,0.0010850925,0.000054965272,1.981685e-7,0.0000010608999,0.0000052622217,0.020210717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999273,0.000128062,0.00008426668,0.00019791252,0.00014038921,0.00017636434],"domain_scores_gemma":[0.99967766,0.000051186194,0.00003365024,0.00004370803,0.000034416655,0.0001594065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014834478,0.00006978542,0.000110847024,0.00006130602,0.0003063395,0.000028793953,0.000110235575,0.00009770867,0.004691318],"category_scores_gemma":[0.000032850727,0.00007960906,0.000011887762,0.0007264448,0.00009019642,0.0001947345,0.00032078137,0.00013745071,0.0000083965915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008131922,0.000025669362,0.122810096,0.00005064695,0.0000063476814,0.00004282246,0.07259229,0.0000012734843,0.000032661737,0.033136543,0.00032337772,0.770897],"study_design_scores_gemma":[0.0005046453,0.00003456923,0.022164911,0.00003026708,0.000003787253,3.1422124e-7,0.039824255,0.000045713376,0.000005826843,0.00024422904,0.9370193,0.00012222095],"about_ca_topic_score_codex":0.00063822966,"about_ca_topic_score_gemma":0.011711776,"teacher_disagreement_score":0.9366959,"about_ca_system_score_codex":0.00005429785,"about_ca_system_score_gemma":0.00006263297,"threshold_uncertainty_score":0.9962185},"labels":[],"label_agreement":null},{"id":"W6988058609","doi":"","title":"Wildfire Refugia Within a Boreal Shield Peatland and Rock Barrens Landscape: Identification, Drivers, and Ecohydrological Indicators","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boreal; Peat; Taiga; Habitat; Fire regime; Fire ecology; Climate change; Disturbance (geology)","score_opus":0.0037800387486597664,"score_gpt":0.18095003998517417,"score_spread":0.1771700012365144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988058609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84666836,0.0001319098,0.000011346287,0.00005844986,0.0002766308,0.0005121697,0.000046117373,0.00009405241,0.15220095],"genre_scores_gemma":[0.83608884,0.000065606175,0.000036581347,0.000039551116,0.000033273616,0.000006096414,0.0004997063,0.000033987395,0.16319636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978834,0.00022245069,0.0002714172,0.0008888819,0.00040897727,0.00032486516],"domain_scores_gemma":[0.9990316,0.00007876032,0.0003479947,0.0002956631,0.000005849611,0.00024011025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020523687,0.00037325386,0.0003757527,0.00020074635,0.00044864672,0.0001068246,0.00042160775,0.0003589478,0.04217386],"category_scores_gemma":[0.000022387865,0.0003909494,0.0000719881,0.0005803121,0.00008034533,0.0003154749,0.0003305646,0.0005202466,0.000072937764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056581,0.0001662716,0.90226835,0.00030563175,0.00025349183,0.0005225778,0.008560993,0.00019563385,0.00046829952,0.0002822481,0.008713764,0.07769692],"study_design_scores_gemma":[0.0021199984,0.0004969375,0.56717587,0.000120276985,0.0004675953,0.00007817793,0.009107047,0.004383527,0.00015338499,0.00007425728,0.41444978,0.0013731545],"about_ca_topic_score_codex":0.0006795825,"about_ca_topic_score_gemma":0.003757143,"teacher_disagreement_score":0.40573603,"about_ca_system_score_codex":0.00020960072,"about_ca_system_score_gemma":0.00002880735,"threshold_uncertainty_score":0.99985427},"labels":[],"label_agreement":null},{"id":"W6988076582","doi":"","title":"\"We Have To Make Sure That We Get It Right\": Organizational Impression Management By a Police Service Confronted with Controversy","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Impression management; Pride; Context (archaeology); Legitimacy; Presentational and representational acting; Negotiation; Variety (cybernetics); Service (business); Public service; Gossip; Power (physics)","score_opus":0.013198816487657949,"score_gpt":0.24648927114324948,"score_spread":0.23329045465559153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988076582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030341775,0.00012669966,0.0007255102,0.012399412,0.00031326152,0.0011356581,0.00017366486,0.00025564313,0.98183596],"genre_scores_gemma":[0.0313863,0.0008534062,0.000363745,0.000459888,0.00006816954,0.000010312663,0.0019009679,0.00006195017,0.96489525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784195,0.00026537236,0.00021659558,0.0005210995,0.0007468634,0.0004080982],"domain_scores_gemma":[0.9984361,0.00011353716,0.0003055234,0.00045722886,0.00044700198,0.00024061004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018208502,0.00032040995,0.00030876792,0.00031722826,0.00088843895,0.00027567046,0.0010012959,0.00038424396,0.022527259],"category_scores_gemma":[0.000009449191,0.0003256837,0.000076999,0.0015088368,0.000056459783,0.00037785037,0.00017858698,0.00030361928,0.00020153805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019373673,0.0006826507,0.0071694665,0.0007794904,0.0023516382,0.00010857431,0.28699753,0.00053594064,0.0002411467,0.07016017,0.46409035,0.16494568],"study_design_scores_gemma":[0.00077144674,0.000030133426,0.0008140056,0.00028152368,0.00016612974,3.7019842e-7,0.21484947,0.00007799385,0.000022922008,0.00009581605,0.78255457,0.00033559944],"about_ca_topic_score_codex":0.010691272,"about_ca_topic_score_gemma":0.18171187,"teacher_disagreement_score":0.31846425,"about_ca_system_score_codex":0.00043810304,"about_ca_system_score_gemma":0.00024573287,"threshold_uncertainty_score":0.99991953},"labels":[],"label_agreement":null},{"id":"W6989104286","doi":"","title":"Algebraic Processors","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Correctness; Algebraic number; Algebraic operation; Equivalence (formal languages); Algebraic expression; Algebra over a field; Algebraic theory; Task (project management)","score_opus":0.014607623464546292,"score_gpt":0.2252731402771258,"score_spread":0.2106655168125795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989104286","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055993383,0.00032922556,0.07233351,0.000030940333,0.0013811562,0.00036881742,0.0000012114369,0.00041860336,0.9245766],"genre_scores_gemma":[0.06143834,0.000021939755,0.0014236326,0.000075710435,0.00015937528,0.000001633757,0.000078590885,0.000035181954,0.9367656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791884,0.000072837196,0.00025357606,0.00077187945,0.00044833124,0.0005345328],"domain_scores_gemma":[0.9987424,0.000039987328,0.0003169584,0.00052265776,0.00019029144,0.00018768522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017883786,0.00039063237,0.0003733379,0.0003522303,0.00021172284,0.00024034483,0.0017428108,0.00045900999,0.00724995],"category_scores_gemma":[0.000012813243,0.000403283,0.00019205277,0.0011294434,0.000038923332,0.0005337836,0.00016585234,0.00038920293,0.00047730937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004568948,0.00007724741,0.0002941354,0.0003278994,0.00010036103,0.0003725184,0.0021598435,0.000005562136,0.000031581705,0.20319353,0.0012532898,0.79213834],"study_design_scores_gemma":[0.0005390116,0.00011915947,0.0004887399,0.00003875853,0.000055886674,0.000013980319,0.0018668245,0.00018773742,0.0005472882,0.0029628975,0.9925273,0.0006524087],"about_ca_topic_score_codex":0.00014928507,"about_ca_topic_score_gemma":0.00120744,"teacher_disagreement_score":0.991274,"about_ca_system_score_codex":0.0001509991,"about_ca_system_score_gemma":0.0002000899,"threshold_uncertainty_score":0.9998419},"labels":[],"label_agreement":null},{"id":"W6989412800","doi":"","title":"The Association between Long-Term Care Resident Characteristics and Transfers to the Emergency Department: A Population-level Retrospective Cohort Study","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Retrospective cohort study; Minimum Data Set; Logistic regression; Cohort; Mood; Cohort study; Medical record; Depression (economics)","score_opus":0.02322146806413394,"score_gpt":0.30427044815887394,"score_spread":0.28104898009474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989412800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649427,0.00014874314,0.000047644404,0.00072571234,0.0024656411,0.004370514,0.0006015101,0.00008079477,0.026616741],"genre_scores_gemma":[0.799224,0.0002371624,0.000005639416,0.000024935323,0.0004263263,0.000029478912,0.0015235139,0.000042622338,0.19848627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973894,0.0006206414,0.00047196625,0.00053155987,0.00056798744,0.0004184823],"domain_scores_gemma":[0.9984873,0.0002006283,0.0004430582,0.00030404265,0.0004045747,0.00016038923],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027863184,0.00031955866,0.00049608806,0.00009993726,0.0020148298,0.000056622892,0.0003606838,0.00032013757,0.002526377],"category_scores_gemma":[0.000093556955,0.00025274738,0.00012833338,0.0005625044,0.0000122311685,0.0000969236,0.00008407256,0.0007297996,0.0000547373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024231718,0.000017050457,0.9408546,0.00013415886,0.00039999766,0.000013553651,0.031259682,2.9878848e-7,0.0000010360171,0.00004506376,0.0016809464,0.025351306],"study_design_scores_gemma":[0.00051044655,0.0002482948,0.91988057,0.00010119554,0.0010457934,9.160009e-8,0.06657734,5.1299173e-7,0.0000011964096,0.0000104423625,0.011388638,0.00023549257],"about_ca_topic_score_codex":0.0012368963,"about_ca_topic_score_gemma":0.041193176,"teacher_disagreement_score":0.17186953,"about_ca_system_score_codex":0.0013928908,"about_ca_system_score_gemma":0.00015065556,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W6989714580","doi":"","title":"CARING AND IDENTITY: A CASE OF YOUNG ADULTS IN THE CANADIAN CHINESE CHURCH","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Christian Theology and Mission","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Narrative; Postmodernism; Identity (music); Neoliberalism (international relations); Praxis; Individualism; Gospel; Agency (philosophy)","score_opus":0.01028009653000298,"score_gpt":0.2097728587652178,"score_spread":0.19949276223521484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989714580","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46312717,0.0001715705,4.1308598e-7,0.000015966152,0.0002564505,0.00014360831,0.00002759782,0.000005554973,0.53625166],"genre_scores_gemma":[0.65174687,0.000014243519,0.000001955756,0.000017781924,0.000037400278,3.3237885e-7,0.000058682806,0.000007989479,0.34811476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99936736,0.00006816224,0.000117799595,0.00020011816,0.00008182647,0.00016475788],"domain_scores_gemma":[0.9996072,0.000036496076,0.00009865877,0.00014951041,0.00005616045,0.0000519401],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009169649,0.0001551783,0.00020133652,0.0002460271,0.00026811517,0.00006602204,0.00020760532,0.00015297162,0.021494186],"category_scores_gemma":[0.00001036517,0.00012792728,0.000054591204,0.000088619716,0.00009038269,0.00020157047,0.000031194006,0.00028297718,0.00001367181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070776476,0.00010127949,0.026222667,0.0014871599,0.00019198474,0.008070434,0.65749395,0.000007607298,0.000022971546,0.21993224,0.00071496255,0.08504696],"study_design_scores_gemma":[0.003364066,0.00022413227,0.0339926,0.0014072717,0.0004251711,0.00048001137,0.6856455,0.00020928305,0.00001399822,0.0016020328,0.27162492,0.001010978],"about_ca_topic_score_codex":0.49578598,"about_ca_topic_score_gemma":0.99249333,"teacher_disagreement_score":0.49670735,"about_ca_system_score_codex":0.00006707718,"about_ca_system_score_gemma":0.00011409348,"threshold_uncertainty_score":0.9794003},"labels":[],"label_agreement":null},{"id":"W6989745661","doi":"","title":"Canada's Social Innovation Ecosystem","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Social innovation; Sustainability; Productivity; Production (economics); Ecosystem services","score_opus":0.015256716071239585,"score_gpt":0.19398263651172312,"score_spread":0.17872592044048355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989745661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024295756,0.000018351026,0.000050703504,0.00014022808,0.0008203898,0.00042248872,0.002521304,0.0019231036,0.9940791],"genre_scores_gemma":[0.00043895422,0.000004049023,0.000051802614,0.00008597491,0.0006300608,0.0000013536147,0.00017442091,0.0027038162,0.9959096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977499,0.00015628691,0.00026200936,0.0006544998,0.0006061721,0.0005711044],"domain_scores_gemma":[0.9988604,0.00003215629,0.0005398286,0.00034319313,0.0001286892,0.000095696145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010767427,0.00050903385,0.00053042866,0.0013128493,0.00017203002,0.000054830707,0.00065399293,0.00050745346,0.27833635],"category_scores_gemma":[0.000018580444,0.00064175157,0.00009997772,0.0049035074,0.000053484117,0.00011127082,0.0002596768,0.00037642568,0.0051354775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029840556,0.000016485474,0.00016248407,0.00012505309,0.00027068943,0.00037560097,0.000038079394,0.0000054153406,0.000020492726,0.0100457575,0.9508568,0.0380533],"study_design_scores_gemma":[0.0007751794,0.000012925836,0.00016513547,0.00018828256,0.00011111476,0.000003070377,0.00041372818,0.000018457615,0.000011022836,0.000008251855,0.99766904,0.0006238052],"about_ca_topic_score_codex":0.53323054,"about_ca_topic_score_gemma":0.99155635,"teacher_disagreement_score":0.45832586,"about_ca_system_score_codex":0.0021470748,"about_ca_system_score_gemma":0.0012634611,"threshold_uncertainty_score":0.9996034},"labels":[],"label_agreement":null},{"id":"W6989873932","doi":"","title":"Changes in professional healthcare students' perceptions towards Interprofessional learning: From 2020 to 2022","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Perception; Health professionals; Quality (philosophy); MEDLINE","score_opus":0.01951689000785455,"score_gpt":0.27933247846536546,"score_spread":0.2598155884575109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989873932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068556275,0.00038870692,0.00004251545,0.0034247958,0.0034299572,0.002413056,0.00392098,0.0009202891,0.9786041],"genre_scores_gemma":[0.0020735024,0.00006934565,0.0004135932,0.00070941786,0.00053091673,0.000054313274,0.0017844863,0.0010629658,0.99330145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938095,0.0016617731,0.00036231143,0.0016056083,0.0016560017,0.0009047795],"domain_scores_gemma":[0.9982272,0.000086424894,0.00041621397,0.0006466573,0.0000756775,0.00054782163],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028543905,0.0008292689,0.000903701,0.0019410956,0.0003996352,0.000072357165,0.0020890606,0.0006240504,0.94154817],"category_scores_gemma":[0.000040659306,0.00095164625,0.0002264046,0.0028364377,0.00012573943,0.00014887728,0.0041629504,0.0026366822,0.0050376127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010278578,0.00071747176,0.15151948,0.00016115609,0.00031182982,0.0008223993,0.0045812596,0.00006803642,0.00023980098,0.0001878416,0.7937255,0.04663735],"study_design_scores_gemma":[0.0016061752,0.00024791798,0.021539018,0.0008838905,0.000071608534,0.000005655917,0.027751451,0.00001960967,0.0000022815734,0.000013949038,0.9469689,0.0008895175],"about_ca_topic_score_codex":0.0049545057,"about_ca_topic_score_gemma":0.08406675,"teacher_disagreement_score":0.93651056,"about_ca_system_score_codex":0.0023452046,"about_ca_system_score_gemma":0.00064556487,"threshold_uncertainty_score":0.99966425},"labels":[],"label_agreement":null},{"id":"W6989879863","doi":"","title":"CHARACTERIZATION OF BINDING AND ACTIVATION MECHANISMS OF BAK","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft","keywords":"Programmed cell death; Apoptosis; Transfection; Multicellular organism; Confocal microscopy; Förster resonance energy transfer; Cell culture; Confocal; Mitochondrion; Plasma protein binding","score_opus":0.0065047050544133084,"score_gpt":0.19026502553955502,"score_spread":0.1837603204851417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989879863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92498595,0.00004500144,0.020442938,0.000012154644,0.00027323098,0.00034599233,0.000065911474,0.000009885088,0.053818926],"genre_scores_gemma":[0.542873,0.00027469944,0.0005635466,0.000008298999,0.000032353597,8.540215e-7,0.0032272893,0.000019468833,0.4530005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994013,0.000031632586,0.00015639343,0.00023593685,0.000092556606,0.00008219017],"domain_scores_gemma":[0.9994542,0.0000048941124,0.0002843895,0.00012504566,0.00010752461,0.000023944714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000426327,0.00013634804,0.00018080576,0.00015035846,0.00004168748,0.0000069036805,0.00009139796,0.00030532965,0.0009364995],"category_scores_gemma":[0.0000068087816,0.00015468338,0.00006475456,0.00016524049,0.000014296675,0.000008710746,0.000045552733,0.000054516964,3.7328752e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016698783,0.000020380352,0.00003160694,0.0002666462,0.00005738819,4.560834e-7,0.000063144435,0.0000064001056,0.9179665,0.0022844526,0.000005577937,0.0791305],"study_design_scores_gemma":[0.00039136337,0.00011609949,0.0012368003,0.00021334633,0.000087349894,4.3318656e-7,0.0005589853,0.00006044586,0.9855921,0.00011704539,0.011484268,0.00014173135],"about_ca_topic_score_codex":0.000018157303,"about_ca_topic_score_gemma":0.00004734844,"teacher_disagreement_score":0.39918157,"about_ca_system_score_codex":0.000014385182,"about_ca_system_score_gemma":0.00005763722,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W6989936936","doi":"","title":"The Confederation of Canadian Unions (CCU), 1969-1992","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Montréal; York University; Indiana Family and Social Services Administration; McMaster University; McGill University; Cape Breton University; University of Ottawa","keywords":"Government (linguistics); Work (physics); Derogation; Pretext; Population; Nucleofection","score_opus":0.01434975586666747,"score_gpt":0.23481181065385312,"score_spread":0.22046205478718564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989936936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035117024,0.00016192097,0.000006510188,0.0016257893,0.00116692,0.00029409735,0.0001066043,0.000038412833,0.99308807],"genre_scores_gemma":[0.0781513,0.00045916394,0.000020401629,0.00009841736,0.000115414194,0.0000011232813,0.00021149513,0.000019407018,0.9209233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885166,0.00014671552,0.0001628216,0.0002297296,0.00028740536,0.00032166103],"domain_scores_gemma":[0.99927664,0.00007200964,0.000118000426,0.00017516002,0.00016973434,0.00018847271],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017207721,0.00015334105,0.00015384032,0.00034604257,0.001367633,0.00021349476,0.00041816256,0.00024362186,0.021895858],"category_scores_gemma":[0.000028056003,0.00013706635,0.00011085694,0.0008033394,0.00013237029,0.00014451637,0.000025367535,0.00024527157,0.000023834122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001293535,0.000011971567,0.00007916374,0.000015904492,0.00009536019,0.000016553548,0.005515295,0.0000049917207,0.000033961278,0.9306467,0.0069797267,0.056587413],"study_design_scores_gemma":[0.00010767214,0.000017561013,0.0008058642,0.000072784664,0.000096566466,8.030871e-8,0.044756167,0.000008636403,0.000046153487,0.0005955445,0.9533488,0.0001441561],"about_ca_topic_score_codex":0.62916654,"about_ca_topic_score_gemma":0.9944158,"teacher_disagreement_score":0.9463691,"about_ca_system_score_codex":0.00028964027,"about_ca_system_score_gemma":0.0013919093,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W6989954262","doi":"","title":"A comparison of self-reported chronic disease, health awareness and behaviours in social housing residents: cross-sectional study of communities in Ontario and Quebec","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public housing; Infographic; Chronic disease; Social determinants of health; Public health; Health promotion","score_opus":0.0567572625789956,"score_gpt":0.32145023257849514,"score_spread":0.26469296999949954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989954262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96192926,0.0017122616,0.0000032556466,0.000006362283,0.00011574441,0.00096617406,0.00030422412,0.000118646116,0.034844063],"genre_scores_gemma":[0.70162475,0.000036206744,0.0000283765,0.0000032579558,0.000028469454,0.0000025589216,0.00013013883,0.00029232944,0.2978539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974497,0.0005344631,0.00068186835,0.0005090771,0.00046799716,0.00035691858],"domain_scores_gemma":[0.9986465,0.00004362909,0.00080719317,0.00030377856,0.000078775425,0.00012013474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029713928,0.00041005388,0.0009842659,0.0015670873,0.00013516027,0.000090433634,0.00028682724,0.00025132645,0.0064398404],"category_scores_gemma":[0.000004297927,0.0005172492,0.000066355344,0.0009278188,0.00040983353,0.00019301337,0.00051850895,0.00071175414,0.0000039133274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036555444,0.0011690862,0.98281765,0.00086178904,0.0003368237,0.00019852842,0.012179932,0.000064231885,0.000001538155,0.00007255571,0.0010164299,0.000915904],"study_design_scores_gemma":[0.003358179,0.00021847317,0.9723934,0.0010347242,0.0002738677,0.0000029763414,0.011213058,0.00004744447,6.566504e-7,0.000010058313,0.011086909,0.00036023563],"about_ca_topic_score_codex":0.9396739,"about_ca_topic_score_gemma":0.99891806,"teacher_disagreement_score":0.26300982,"about_ca_system_score_codex":0.0029309946,"about_ca_system_score_gemma":0.001839533,"threshold_uncertainty_score":0.9997279},"labels":[],"label_agreement":null},{"id":"W6989982731","doi":"","title":"Complementary, Alternative, and Integrative Medicine, Natural Health Products, and Medical Cannabis: Patient Preference and Prevalence of Use, Quality of Patient Health Information, and Safety and Effectiveness Concerns","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parallels; Context (archaeology); Preference; Naturopathy; Alternative medicine; Qualitative research; Health care; Quality (philosophy); Natural (archaeology)","score_opus":0.03435954806591495,"score_gpt":0.31021318817012006,"score_spread":0.2758536401042051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989982731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984952,0.010396617,0.00008795474,0.0013245288,0.00021246105,0.00164667,0.0005232666,0.000012265271,0.0008442826],"genre_scores_gemma":[0.98090833,0.016421407,0.00023784938,0.00026812588,0.000032447282,0.000005376761,0.000698957,0.0000128119345,0.0014146814],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973373,0.0005808267,0.00078212225,0.00051429804,0.000556306,0.00022914616],"domain_scores_gemma":[0.99775636,0.0003828596,0.000904857,0.00015570509,0.00053592824,0.00026430655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040454592,0.00037732016,0.0011770073,0.00019061171,0.00018188538,0.000012372291,0.000083110855,0.000040133855,0.00050147495],"category_scores_gemma":[0.0003851004,0.0002971493,0.00002932995,0.00022765364,0.0007525578,0.00033039323,0.00028654188,0.00036497036,3.1483424e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003039417,0.00016659305,0.36998892,0.022242967,0.00083764247,0.00001806742,0.061625,6.813969e-7,0.000040293286,0.002262311,0.00023552348,0.53954256],"study_design_scores_gemma":[0.0060301595,0.0046868213,0.8765209,0.012140507,0.00023660535,0.000029553612,0.08982609,0.00006693961,0.0002461292,0.00005412731,0.0098391725,0.00032299288],"about_ca_topic_score_codex":0.009490813,"about_ca_topic_score_gemma":0.007680473,"teacher_disagreement_score":0.53921956,"about_ca_system_score_codex":0.00013891133,"about_ca_system_score_gemma":0.00034121439,"threshold_uncertainty_score":0.9999481},"labels":[],"label_agreement":null},{"id":"W6989993521","doi":"","title":"Comprehensive Needs Assessment for Deep Brain Stimulation in Canada, A Health Service Research Perspective","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Referral; Health care; Stakeholder; Movement disorders; Service (business); Service delivery framework; Healthcare delivery","score_opus":0.04601694316014963,"score_gpt":0.3404472102046225,"score_spread":0.29443026704447284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989993521","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3899636,0.0028117285,0.0002535755,0.03054429,0.00096003053,0.008672269,0.00032989366,0.0001409084,0.5663237],"genre_scores_gemma":[0.54395145,0.00015311896,0.0007315731,0.0050514624,0.00010786003,0.000041886073,0.0022922265,0.00012757926,0.44754282],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99814713,0.00018929072,0.00021600405,0.00054733135,0.00044107938,0.00045917736],"domain_scores_gemma":[0.99880594,0.00028178032,0.0000932833,0.00018803944,0.0004488725,0.0001820884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008964757,0.0002728678,0.0004942381,0.00049133267,0.0001467659,0.00002987338,0.00014092216,0.00017171667,0.003856463],"category_scores_gemma":[0.000018340803,0.00027163338,0.00010163728,0.0013169767,0.000019416646,0.00006264051,0.000054872446,0.0006678868,0.000013924815],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021495633,0.003480907,0.040948417,0.018230533,0.003647497,0.0069140713,0.04301498,0.0040318137,0.00056805514,0.03284422,0.048141025,0.77668285],"study_design_scores_gemma":[0.015249649,0.004072313,0.24182098,0.0018820679,0.00057367614,0.000010742066,0.46957254,0.01596691,0.000030858268,0.006870418,0.24291182,0.0010380198],"about_ca_topic_score_codex":0.612117,"about_ca_topic_score_gemma":0.95909214,"teacher_disagreement_score":0.77564484,"about_ca_system_score_codex":0.0038295698,"about_ca_system_score_gemma":0.0029098208,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W6990002603","doi":"","title":"Clinical Care Pathways in Neurosurgery in the Canadian Context","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Referral; Patient care; Neurosurgery; Qualitative research; Retrospective cohort study; MEDLINE","score_opus":0.13064116475598148,"score_gpt":0.3770097087413223,"score_spread":0.2463685439853408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990002603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35777783,0.00065037183,0.0000024050262,0.0030332347,0.0024468533,0.0014634938,0.00009501635,0.00005445007,0.63447636],"genre_scores_gemma":[0.8925913,0.00016057496,0.000049182276,0.0033178623,0.0002713691,0.0000044799153,0.0013901327,0.000058157013,0.10215692],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726456,0.00046939845,0.0009493338,0.0005836518,0.00035843145,0.000374641],"domain_scores_gemma":[0.9981931,0.00085873844,0.00022111947,0.00036613902,0.00015764682,0.00020325444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077963376,0.00027684862,0.0005198225,0.0005566841,0.000077273755,0.00007955543,0.0002909973,0.0004959485,0.011368635],"category_scores_gemma":[0.00066412304,0.0002520509,0.00026727098,0.0009191869,0.000053560656,0.0001565,0.00003969115,0.0017041564,0.0002185033],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007677313,0.00013151542,0.11169226,0.0004973725,0.000071589384,0.007524188,0.0067694206,0.0000073128035,0.000008493873,0.00064188906,0.007860201,0.86402804],"study_design_scores_gemma":[0.001844291,0.00017620501,0.12313598,0.00059866667,0.0003133043,0.000017427,0.10977665,0.00006946556,0.0000035821183,0.000057062076,0.76374394,0.00026343667],"about_ca_topic_score_codex":0.13718592,"about_ca_topic_score_gemma":0.972514,"teacher_disagreement_score":0.8637646,"about_ca_system_score_codex":0.0006659875,"about_ca_system_score_gemma":0.0020219584,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W6990114535","doi":"","title":"Context-Aware Multisensory Monitoring for Aging-in-Place Applications: An MQTT-Based Indoor Positioning System","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MQTT; Scalability; Smartwatch; Wearable computer; Wearable technology; Beacon; Key (lock); Testbed; Data transmission; Wireless sensor network","score_opus":0.022567781478448512,"score_gpt":0.25066140751912797,"score_spread":0.22809362604067945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990114535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066328696,0.0005344014,0.9114078,0.00020517826,0.0026092578,0.0056028,0.00030353584,0.0014438033,0.071260326],"genre_scores_gemma":[0.79355437,0.000010119496,0.0075402,0.00010537045,0.000312612,0.0003204856,0.00070212927,0.00009426526,0.19736046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693674,0.00034537062,0.0005285905,0.0012827698,0.00038482132,0.00052171975],"domain_scores_gemma":[0.9973675,0.00051638647,0.0005543216,0.0007976485,0.00057653827,0.0001876203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027383465,0.0005434167,0.0006903911,0.00091171276,0.00046018756,0.0004078456,0.0013856612,0.0004788975,0.00022933456],"category_scores_gemma":[0.000020401272,0.000725028,0.00026360768,0.0011394735,0.000027712895,0.00111859,0.00011976699,0.00047868473,0.000041575746],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033695635,0.00026855728,0.0018128473,0.0028727162,0.00019522513,0.00013592289,0.0014114435,0.0006291266,0.000594435,0.0038441413,0.0001419757,0.98775667],"study_design_scores_gemma":[0.02553834,0.0009188557,0.0050599417,0.025325244,0.0010775983,0.0000793238,0.1122254,0.22148138,0.03172449,0.00021022411,0.5685624,0.007796833],"about_ca_topic_score_codex":0.0005085989,"about_ca_topic_score_gemma":0.0022934787,"teacher_disagreement_score":0.97995985,"about_ca_system_score_codex":0.0010955079,"about_ca_system_score_gemma":0.00051472575,"threshold_uncertainty_score":0.99952006},"labels":[],"label_agreement":null},{"id":"W6990195071","doi":"","title":"Constructions of Islam in the Controversy of Religious Arbitration: A Consideration of the \"Shari'a Debate\" in Ontario, Canada","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"History of Colonial Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Islam; Government (linguistics); Arbitration; Commission; Space (punctuation); Public policy; Perspective (graphical)","score_opus":0.009467021436820013,"score_gpt":0.22494311204293618,"score_spread":0.21547609060611617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990195071","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37497956,0.00003324564,0.0000036024642,0.00016236451,0.00046912412,0.00043367295,0.000022157705,0.0000035241137,0.6238927],"genre_scores_gemma":[0.9441489,0.000013074734,0.000054011925,0.000099078236,0.000015632222,0.0000011048908,0.00002479836,0.000006532618,0.05563685],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984492,0.00030774644,0.0003965093,0.00017565062,0.0004988558,0.00017202896],"domain_scores_gemma":[0.99870324,0.00031605456,0.0005378088,0.00018993819,0.00022514179,0.000027826185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003003161,0.00012915533,0.00032873228,0.00019076376,0.00016754417,0.000010581683,0.00041282308,0.00022223595,0.005030144],"category_scores_gemma":[0.00011747059,0.00012045601,0.00009548855,0.0007579224,0.0003446079,0.000118339456,0.000015948248,0.00035135043,4.5051956e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014630976,0.00046707326,0.07548833,0.00035800578,0.00039663684,0.00022159172,0.6376027,0.0014164456,0.0019187962,0.25064996,0.011766621,0.018250786],"study_design_scores_gemma":[0.0027564727,0.00014103434,0.10222872,0.0006624368,0.00036922138,0.000004305062,0.3201875,0.00003435229,0.0010069157,0.001386872,0.5707048,0.0005173376],"about_ca_topic_score_codex":0.9785177,"about_ca_topic_score_gemma":0.99995303,"teacher_disagreement_score":0.56916934,"about_ca_system_score_codex":0.0010929783,"about_ca_system_score_gemma":0.005840059,"threshold_uncertainty_score":0.9997959},"labels":[],"label_agreement":null},{"id":"W6990212740","doi":"","title":"Denied at Every Turn: A Literature Review of the Barriers in the ODSP Application Process","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Disabled people; Legislature; Economic Justice; Process (computing); Face (sociological concept)","score_opus":0.011603610803390323,"score_gpt":0.24135373129088414,"score_spread":0.22975012048749383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990212740","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036889873,0.047262534,0.000022183216,0.00063993863,0.0003242529,0.003383613,0.00072232244,0.000086428634,0.9471898],"genre_scores_gemma":[0.0040358473,0.025486715,0.000047476147,0.0012603527,0.00015756348,0.000045107838,0.0004579785,0.00013112911,0.9683778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955036,0.0008341443,0.0006836584,0.0009179583,0.001580775,0.00047984306],"domain_scores_gemma":[0.99557817,0.00015206059,0.0012523584,0.0016902087,0.0012122595,0.00011494711],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011251662,0.0006603466,0.0009490874,0.00046851297,0.00024603275,0.00006852936,0.0027594566,0.0006377703,0.0075830836],"category_scores_gemma":[0.0004782663,0.00045103472,0.0005853703,0.007466498,0.00025894557,0.00028986356,0.00072718324,0.0013171599,0.00007238198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011142596,0.00048491926,0.018017212,0.21633375,0.0015083344,0.00089762086,0.007905165,0.00017635076,0.0005060553,0.0015467748,0.55561084,0.19589876],"study_design_scores_gemma":[0.0005146301,0.000018867735,0.000766627,0.03850596,0.0006840135,0.00007908163,0.0006764955,0.000011297111,0.00007387969,0.000042348922,0.95821476,0.0004120487],"about_ca_topic_score_codex":0.00009388927,"about_ca_topic_score_gemma":0.00087908114,"teacher_disagreement_score":0.40260395,"about_ca_system_score_codex":0.0017782476,"about_ca_system_score_gemma":0.002172992,"threshold_uncertainty_score":0.9997941},"labels":[],"label_agreement":null},{"id":"W6990266003","doi":"","title":"A Deep Learning Solution for Fault Detection and Diagnosis Applied to Internal Combustion Engines","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Fault detection and isolation; Robustness (evolution); Deep learning; Convolutional neural network; Fault (geology); Fast Fourier transform; Condition monitoring; Artificial neural network; Feature (linguistics)","score_opus":0.006319448084477506,"score_gpt":0.217383057911369,"score_spread":0.21106360982689149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990266003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15356109,0.0016414908,0.6220117,0.00011289012,0.0031651787,0.004293204,0.000081216414,0.005729381,0.20940384],"genre_scores_gemma":[0.91946805,0.00065330765,0.0049901446,0.000027692378,0.00033253347,0.00026205045,0.00046342966,0.00026127827,0.0735415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989007,0.000024234942,0.0002049876,0.00043988856,0.0001466038,0.00028356563],"domain_scores_gemma":[0.9995457,0.00009178173,0.00006170056,0.00011979192,0.000069657115,0.00011138283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007798537,0.00038089152,0.00031354107,0.00050981453,0.00012264162,0.00012184132,0.00017768623,0.0003579189,0.0010690261],"category_scores_gemma":[0.000029071702,0.00047136523,0.00011482487,0.0003767739,0.000013201497,0.0001531794,0.000056483463,0.00047263087,0.000030302583],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001335342,0.000019693878,0.000110820765,0.0011429847,0.0001402707,0.000009244234,0.000951636,0.010348414,0.004066587,0.00019639057,0.0007837644,0.9820967],"study_design_scores_gemma":[0.0011085722,0.0005301743,0.0011133709,0.0014062026,0.00082474144,0.000009052669,0.0026764623,0.30857277,0.04115064,0.00030072915,0.64068526,0.001622034],"about_ca_topic_score_codex":0.0000927991,"about_ca_topic_score_gemma":0.002339969,"teacher_disagreement_score":0.98047465,"about_ca_system_score_codex":0.00030148865,"about_ca_system_score_gemma":0.000009006168,"threshold_uncertainty_score":0.99984413},"labels":[],"label_agreement":null},{"id":"W6990303161","doi":"","title":"Data-driven building energy models for design and control of community energy systems","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Aggregate (composite); Electricity; Component (thermodynamics); Refrigeration; Cooling load; Building model; Building design; Building energy simulation; Metre","score_opus":0.024691566309396687,"score_gpt":0.2043237482216948,"score_spread":0.17963218191229813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990303161","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037890265,0.00093614496,0.98106366,0.0000024723647,0.00043652413,0.00017656153,0.00033253437,0.00014958327,0.016523639],"genre_scores_gemma":[0.87473196,0.0009445579,0.012409888,0.000039448973,0.00010707428,0.000038559065,0.0057879044,0.00023802032,0.10570258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989967,0.0001960611,0.00023113443,0.00022143211,0.00014775539,0.00020691259],"domain_scores_gemma":[0.99906844,0.00019053825,0.00015841832,0.00045163522,0.00006866558,0.000062311585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013565365,0.0002657909,0.00041011453,0.00020258142,0.00024672854,0.000037521928,0.0006611655,0.0002325255,0.0006049624],"category_scores_gemma":[0.0000045161432,0.00033654823,0.00006389748,0.00023280377,0.000024049354,0.00031887868,0.00011613536,0.00022881386,3.952769e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015758772,0.000022428485,0.0000016219992,0.00028273926,0.00026734726,0.0000028705315,0.00014923977,0.94530183,0.00017138112,0.018091556,0.0004465958,0.035104815],"study_design_scores_gemma":[0.0007317564,0.0000653889,0.0000013722749,0.00008473075,0.00022288205,0.0000020871114,0.001382049,0.92130613,0.00016549561,0.00026807436,0.07548279,0.00028725536],"about_ca_topic_score_codex":0.00064696185,"about_ca_topic_score_gemma":0.00040818137,"teacher_disagreement_score":0.96865374,"about_ca_system_score_codex":0.0001080071,"about_ca_system_score_gemma":0.000045575336,"threshold_uncertainty_score":0.9999086},"labels":[],"label_agreement":null},{"id":"W6990350056","doi":"","title":"Differential Object Marking in Levantine Arabic","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ben-Gurion University of the Negev; McMaster University","keywords":"Adverbial; Clitic; Object (grammar); Movement (music); Semantics (computer science); Phenomenon; Dative case","score_opus":0.01333092495981319,"score_gpt":0.23538009719816055,"score_spread":0.22204917223834736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990350056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11806265,0.00049334194,0.000011283049,0.000107118285,0.001665343,0.00017361679,0.000022072269,0.00012092313,0.8793436],"genre_scores_gemma":[0.23124732,0.00015502666,0.000027931117,0.000015388046,0.0002452721,6.496902e-7,0.00006773186,0.000026401285,0.7682143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837774,0.00014822753,0.00017222099,0.00048230824,0.00039678067,0.00042274687],"domain_scores_gemma":[0.99951607,0.0000707147,0.00014254561,0.0001411888,0.00004191901,0.000087544155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001095262,0.0002491471,0.00029939172,0.00025129,0.00021150365,0.0001503374,0.0004361989,0.00035157328,0.053916965],"category_scores_gemma":[0.000035465062,0.00028813147,0.00014632988,0.0007466082,0.00006673352,0.0001878614,0.000051770854,0.0005554962,0.00020716077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012279116,0.00027506918,0.04853197,0.0013049463,0.00048317973,0.0035707413,0.098838635,0.00005231861,0.00068275235,0.034019053,0.04118537,0.7698281],"study_design_scores_gemma":[0.00039356417,0.000024411896,0.012752369,0.0008949358,0.000107421874,6.8798215e-7,0.012647488,0.00004725125,0.00004744021,0.00024982163,0.9724034,0.00043120031],"about_ca_topic_score_codex":0.0064693717,"about_ca_topic_score_gemma":0.09885604,"teacher_disagreement_score":0.931218,"about_ca_system_score_codex":0.0003084994,"about_ca_system_score_gemma":0.0002624698,"threshold_uncertainty_score":0.9999571},"labels":[],"label_agreement":null},{"id":"W6990420202","doi":"","title":"Development and testing of a lab-in-a-tube biosensor","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Biosensor; Electrode; Analyte; Microfluidics; Fabrication; Footprint","score_opus":0.016297321272359822,"score_gpt":0.19122464140608672,"score_spread":0.1749273201337269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990420202","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74218225,0.00007670156,0.000019371972,0.000004609144,0.00023432316,0.00012002214,0.000008531977,0.00018764994,0.25716653],"genre_scores_gemma":[0.46022946,0.00010337827,0.0036539552,0.000006637018,0.000060301092,0.0000010947384,0.000064815715,0.000104731764,0.53577566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993482,0.0000121025805,0.00017523913,0.00019085177,0.000099784054,0.00017377576],"domain_scores_gemma":[0.99975723,0.00004144364,0.000043579286,0.00007198732,0.000034635854,0.00005113866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000402484,0.00017125526,0.00023143418,0.00024307876,0.00003164092,0.000014154741,0.000076906355,0.00019633374,0.0006595826],"category_scores_gemma":[0.000013443589,0.00019729545,0.00003545258,0.0006250744,0.000016110978,0.000048982907,0.000023227984,0.00018785453,0.000023327335],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004909132,0.00002358392,0.0009237596,0.0013577219,0.00011870451,0.00014840926,0.001218418,0.00057695864,0.010459799,0.00021300266,0.000074125135,0.9848364],"study_design_scores_gemma":[0.004140838,0.00028193308,0.13060442,0.0057462067,0.00053167384,0.000020385396,0.042731546,0.048193846,0.16354224,0.0002021246,0.60040337,0.0036013876],"about_ca_topic_score_codex":0.000051558254,"about_ca_topic_score_gemma":0.0011647582,"teacher_disagreement_score":0.981235,"about_ca_system_score_codex":0.000071513474,"about_ca_system_score_gemma":0.00002099715,"threshold_uncertainty_score":0.80454755},"labels":[],"label_agreement":null},{"id":"W6990430495","doi":"","title":"Dialogue Summary: Renforcer la capacité des systèmes de santé nationaux pour lutter contre de futures pandémies mondiales","year":2013,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"International relations; Futures contract; Coronavirus disease 2019 (COVID-19); International development","score_opus":0.01031345889810475,"score_gpt":0.20052132186925867,"score_spread":0.1902078629711539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990430495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009021229,0.0046313056,0.003094742,0.0002867579,0.00055797165,0.0012929504,0.0019980439,0.00057188986,0.9785451],"genre_scores_gemma":[0.031004505,0.0009639556,0.00427277,0.00033899737,0.00166484,0.000018060859,0.00032125777,0.0010244201,0.96039116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993131,0.0020302495,0.0006322507,0.0013701182,0.0007339328,0.0021024598],"domain_scores_gemma":[0.9960547,0.00095223496,0.0008798649,0.00086428114,0.00045750831,0.0007914268],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00048032374,0.001722962,0.0014985248,0.0012030642,0.0007954779,0.00061795925,0.0016255367,0.0020338472,0.48400888],"category_scores_gemma":[0.00022669982,0.0018828149,0.0007476862,0.0010742714,0.0021569058,0.0010188239,0.00061941607,0.0011768929,0.009111776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010265826,0.0006528014,0.07187144,0.002242097,0.004813202,0.0026405128,0.0153727485,0.0022792923,0.003379391,0.10313149,0.45685974,0.3357307],"study_design_scores_gemma":[0.0036801712,0.00010063279,0.021204773,0.0019846458,0.0012142367,0.00016512908,0.010621025,0.00085813855,0.00036672573,0.0024414177,0.9553036,0.0020595097],"about_ca_topic_score_codex":0.010871859,"about_ca_topic_score_gemma":0.026290685,"teacher_disagreement_score":0.49844384,"about_ca_system_score_codex":0.0041391593,"about_ca_system_score_gemma":0.0012608824,"threshold_uncertainty_score":0.9996838},"labels":[],"label_agreement":null},{"id":"W6990447435","doi":"","title":"On the directional bias of the ℓ&lt;sub&gt;&lt;i&gt;bp&lt;/i&gt;&lt;/sub&gt;-norm","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise (video); Term (time); Matching (statistics); Measure (data warehouse); Feature (linguistics)","score_opus":0.023975249377286803,"score_gpt":0.20372914248429064,"score_spread":0.17975389310700385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990447435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38644156,0.0000927253,0.0016355948,0.0008527585,0.000658547,0.00059791293,0.000079065874,0.00018005565,0.6094618],"genre_scores_gemma":[0.8003456,0.000047221012,0.00042666603,0.00068410253,0.00027177695,0.000005739519,0.00000954978,0.000096951466,0.1981124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964813,0.00087884767,0.00050372444,0.0006406931,0.00084885495,0.0006465959],"domain_scores_gemma":[0.9964542,0.0014241472,0.0004369966,0.0011991309,0.00026575633,0.00021977474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009752037,0.00055158394,0.00061629637,0.00017772474,0.0006911549,0.00008798326,0.0013426754,0.0003504728,0.022723332],"category_scores_gemma":[0.00039201736,0.00038748543,0.00047690677,0.00091552513,0.00061564834,0.0002534464,0.0005660595,0.0005344338,0.00043924543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000386366,0.00052087446,0.00057640596,0.0001392097,0.00039331472,0.000046243927,0.0013579293,0.00015568627,0.040276635,0.9002766,0.034393307,0.021477455],"study_design_scores_gemma":[0.0022264784,0.00032671256,0.0013065726,0.00035124048,0.00038172063,0.00003575079,0.0006245816,0.0006382285,0.025409713,0.027035702,0.940807,0.0008563148],"about_ca_topic_score_codex":0.000011035365,"about_ca_topic_score_gemma":0.0005183954,"teacher_disagreement_score":0.9064137,"about_ca_system_score_codex":0.00025848695,"about_ca_system_score_gemma":0.00016311754,"threshold_uncertainty_score":0.9998577},"labels":[],"label_agreement":null},{"id":"W6990571786","doi":"","title":"Disordered Eating Behaviour, Unhealthy Eating Patterns and the Association with Body Mass Index among Canadian Youth Aged 12-17: A Cross-sectional Study","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disordered eating; Association (psychology); Body mass index; Obesity; Eating disorders; Healthy eating","score_opus":0.01664871144418258,"score_gpt":0.25738026893897326,"score_spread":0.24073155749479067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990571786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9274441,0.000018568686,0.000014043414,0.000016984177,0.0007117791,0.0014302128,0.00020389946,0.00014195392,0.070018455],"genre_scores_gemma":[0.68412364,0.00000397042,0.00000909706,0.000027368887,0.00006775481,0.000024328117,0.0007472473,0.00008405564,0.31491253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668854,0.0005699267,0.00048936676,0.00090405904,0.00058884645,0.0007592341],"domain_scores_gemma":[0.99817944,0.00023418256,0.0008158443,0.0003633897,0.00017025524,0.00023690304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051407877,0.0005196077,0.000529233,0.0004310328,0.0012473419,0.00037494933,0.0004276103,0.00060522615,0.007390318],"category_scores_gemma":[0.00004090506,0.00046989607,0.00015387287,0.000659038,0.00010287744,0.00019326706,0.000060929517,0.0011490025,0.000019689915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058173295,0.00014670141,0.9711208,0.000046987796,0.00033668472,0.00011400186,0.025090195,0.000040465417,8.1537274e-7,0.000025670086,0.00005500256,0.0024409706],"study_design_scores_gemma":[0.0044012833,0.00028216382,0.8113248,0.00012912406,0.0003562507,0.0000012783756,0.18299258,0.000027490358,1.7250406e-7,0.000008103114,0.000071165225,0.00040563403],"about_ca_topic_score_codex":0.54819036,"about_ca_topic_score_gemma":0.9124632,"teacher_disagreement_score":0.36427283,"about_ca_system_score_codex":0.00060602755,"about_ca_system_score_gemma":0.00022776872,"threshold_uncertainty_score":0.9997753},"labels":[],"label_agreement":null},{"id":"W6990696207","doi":"","title":"Effective Field Theory Based on the Quantum Inverted Harmonic Oscillator and the Inverse Square Potential with Applications to Schwinger Pair Creation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Harmonic oscillator; Quantum; Square (algebra); Inverse; Renormalization; Quantum harmonic oscillator; Quantum field theory; Renormalization group","score_opus":0.0056137446899136335,"score_gpt":0.1998476165228605,"score_spread":0.19423387183294688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990696207","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28349593,0.00019330361,0.13979141,0.004891469,0.0011997871,0.011765635,0.00049508404,0.00036401144,0.55780333],"genre_scores_gemma":[0.92836916,0.000003496348,0.00004613836,0.0004987382,0.00021390175,0.00010642,0.00021336171,0.00006580741,0.07048296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986365,0.00025942732,0.00014027188,0.0004917284,0.000239402,0.00023267212],"domain_scores_gemma":[0.99887866,0.00038828445,0.00013995949,0.0003818948,0.00011425987,0.00009696376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018493611,0.00035272975,0.00027480672,0.0001861779,0.0004096122,0.00016650536,0.00030473905,0.00012023419,0.004512006],"category_scores_gemma":[0.0000060364864,0.00022737707,0.00018029088,0.00086117967,0.00007474987,0.000091562004,0.00006458166,0.0004987848,0.00012466595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031326455,0.00014444785,0.00018833074,0.00021419689,0.00068781164,0.000016562239,0.0020285037,0.00037574206,0.00024826743,0.81176645,0.003974045,0.17722303],"study_design_scores_gemma":[0.013481375,0.0022705097,0.0016232735,0.0038070125,0.006023862,0.0000039348474,0.06383206,0.2741917,0.010796528,0.20892695,0.41092786,0.0041149436],"about_ca_topic_score_codex":0.00011367408,"about_ca_topic_score_gemma":0.0001307347,"teacher_disagreement_score":0.6448732,"about_ca_system_score_codex":0.000062816434,"about_ca_system_score_gemma":0.00013175308,"threshold_uncertainty_score":0.99639803},"labels":[],"label_agreement":null},{"id":"W6990768490","doi":"","title":"The Effects of Exposure to Trace Elements on the Skeletal Health of American Mink","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mink; Pollutant; Population; Trace element; Methylmercury; Femur","score_opus":0.006296076299085525,"score_gpt":0.2141277345807367,"score_spread":0.20783165828165118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990768490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85877746,0.00022121402,0.00006140295,0.00054833473,0.00046461556,0.0011252346,0.00002614538,0.0000141109695,0.1387615],"genre_scores_gemma":[0.52386403,0.00036216885,0.00068220944,0.00033018147,0.000028366338,0.0000091931915,0.000038676255,0.000052487954,0.47463268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977959,0.00044599117,0.00033150776,0.0004186935,0.00065930514,0.00034861377],"domain_scores_gemma":[0.9984244,0.00035060543,0.0005032682,0.0005805328,0.000010215005,0.00013098054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027301486,0.0002672451,0.00038587357,0.000040618903,0.00020135491,0.000014022416,0.0007351618,0.000079676014,0.015740026],"category_scores_gemma":[0.00006876266,0.00019496943,0.00017266479,0.000542522,0.00024931174,0.000050398277,0.00019850487,0.00026728195,0.00007747434],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001935883,0.00032317228,0.003442933,0.0002726119,0.00018318756,0.000030063025,0.003267473,0.0005137393,0.008680704,0.00032871825,0.0028286213,0.97993517],"study_design_scores_gemma":[0.0007944459,0.002630135,0.11971431,0.00054891745,0.00014674751,0.0000014620749,0.02292675,0.000016179905,0.031070638,0.0000316098,0.821539,0.00057983515],"about_ca_topic_score_codex":0.0003725364,"about_ca_topic_score_gemma":0.0018849445,"teacher_disagreement_score":0.97935534,"about_ca_system_score_codex":0.000360636,"about_ca_system_score_gemma":0.000044146876,"threshold_uncertainty_score":0.9851597},"labels":[],"label_agreement":null},{"id":"W6990789533","doi":"","title":"ECOHYDROLOGICAL CONTROLS ON PEATLAND OVERWINTERING HABITAT","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Netting; Ectotherm; Vegetation (pathology); Climate change; Snowmelt","score_opus":0.008102326944667414,"score_gpt":0.19030824867159638,"score_spread":0.18220592172692895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990789533","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021744266,0.00013022743,0.0010313096,0.000010569789,0.0045883027,0.0003375972,0.000043159765,0.00064596545,0.9714686],"genre_scores_gemma":[0.37568486,0.000024595007,0.00003109942,0.000021769956,0.0001526495,0.0000039686943,0.000116395626,0.00004801006,0.6239166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869,0.00006554776,0.0002537622,0.0004199137,0.00021026832,0.00036050368],"domain_scores_gemma":[0.9993991,0.00010310152,0.000083012215,0.00028458692,0.000045322973,0.00008487026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006106486,0.00042863708,0.00048813442,0.00040714507,0.00011714862,0.0000960348,0.00036547869,0.0004950413,0.013067068],"category_scores_gemma":[0.000015177221,0.0004696594,0.00021556104,0.00033274092,0.000017347718,0.000109460925,0.00003699158,0.00055301073,0.0002102855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008990026,0.0006004512,0.010811636,0.011868417,0.009035755,0.004709081,0.007011596,0.15442976,0.017479042,0.014560817,0.14663312,0.61387026],"study_design_scores_gemma":[0.0017280563,0.00023277069,0.0008952399,0.0009573926,0.00018816406,0.0000101432215,0.0007316281,0.00598955,0.0012782001,0.000056384582,0.98710644,0.00082602835],"about_ca_topic_score_codex":0.000018525876,"about_ca_topic_score_gemma":0.0007076116,"teacher_disagreement_score":0.8404733,"about_ca_system_score_codex":0.00037386492,"about_ca_system_score_gemma":0.000024955578,"threshold_uncertainty_score":0.9997755},"labels":[],"label_agreement":null},{"id":"W6990871766","doi":"","title":"End-of-Life Experiences and Quality of Dying in Canada","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Palliative care; Place of death; Logistic regression; Quality of life (healthcare); End-of-life care; Quality (philosophy); Longitudinal study","score_opus":0.08062347127727364,"score_gpt":0.3318873807611861,"score_spread":0.2512639094839125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990871766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78438646,0.0017232833,0.000013552381,0.000017247605,0.00014438559,0.000136086,0.000028115062,0.00000427451,0.21354657],"genre_scores_gemma":[0.91407365,0.000563342,0.00031694208,0.000031303833,0.000013201398,0.000001025533,0.00009036672,0.000008682446,0.08490149],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989273,0.00007606872,0.00037248142,0.0002291455,0.00025748,0.00013754495],"domain_scores_gemma":[0.9991306,0.00018116152,0.00032508443,0.00014734732,0.00014283447,0.000072953444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007161856,0.00016357213,0.0006991909,0.00019261545,0.000018711782,0.0000022643214,0.00013356438,0.00012236497,0.004628438],"category_scores_gemma":[0.00010087046,0.00017253016,0.00006724516,0.00040999145,0.000060520568,0.000058400998,0.000039373994,0.00015007684,1.7568549e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022785033,0.00011759615,0.7692594,0.008481491,0.00043599014,0.00009713794,0.04409054,0.00002219766,0.0019812204,0.0011429992,0.0002196986,0.17187324],"study_design_scores_gemma":[0.0036370016,0.000176957,0.091749154,0.008179132,0.00028177447,5.640503e-7,0.80411786,0.000048468948,0.025540285,0.000021196474,0.06577859,0.00046900948],"about_ca_topic_score_codex":0.67188257,"about_ca_topic_score_gemma":0.8776378,"teacher_disagreement_score":0.76002735,"about_ca_system_score_codex":0.00018354095,"about_ca_system_score_gemma":0.0017991122,"threshold_uncertainty_score":0.99628145},"labels":[],"label_agreement":null},{"id":"W6990894638","doi":"","title":"ELECTROLYSIS-BASED SYSTEM FOR GENERATION AND DELIVERY OF OXYGEN TO MICROFLUIDIC OXYGENATOR UNIT FOR PRETERM NEONATES WITH RESPIRATORY DISTRESS SYNDROME","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología; McMaster University","keywords":"Respiratory distress; Oxygenator; Oxygen delivery; Neonatal intensive care unit; Oxygen; Respiratory system","score_opus":0.013457256321243083,"score_gpt":0.20410369573070808,"score_spread":0.190646439409465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990894638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92122656,0.0012645224,0.064418785,0.000029940964,0.0004114947,0.0032259172,0.00094450323,0.00024888036,0.008229384],"genre_scores_gemma":[0.9656297,0.000037302856,0.002108112,0.00003065939,0.000067397756,0.00009068137,0.002364862,0.0001236768,0.02954764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989448,0.00003444198,0.00025286755,0.00035068975,0.00014904572,0.00026812495],"domain_scores_gemma":[0.99910426,0.000069049966,0.00020774438,0.0002427506,0.00026937458,0.00010679648],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008109571,0.00031067655,0.00039407497,0.00021742124,0.00021334145,0.00008412831,0.0002335746,0.00022134166,0.0001440894],"category_scores_gemma":[0.000012054604,0.0003412973,0.000092962044,0.00014881905,0.000026040996,0.00021053044,0.000007901181,0.00009954501,0.0000015779243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047691404,0.000080603146,0.00045485675,0.0110686235,0.0013402727,0.00003713188,0.0020075268,0.005579995,0.8407961,0.0011864699,0.0034969538,0.12918231],"study_design_scores_gemma":[0.010781604,0.0038504247,0.004421179,0.0024716642,0.002250048,0.000018151057,0.0044318717,0.04372673,0.7981561,0.000034761462,0.12708502,0.0027724446],"about_ca_topic_score_codex":0.000020415808,"about_ca_topic_score_gemma":0.0004776774,"teacher_disagreement_score":0.12640986,"about_ca_system_score_codex":0.00016932031,"about_ca_system_score_gemma":0.00012553067,"threshold_uncertainty_score":0.9999039},"labels":[],"label_agreement":null},{"id":"W6990925502","doi":"","title":"Evaluating Hamilton's Cycling Master Plan Progress, and Municipal Cycling Program Budget Figures","year":2019,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Proteogenomics; Dysgeusia; Articular cartilage damage; Fusible alloy","score_opus":0.08278736104774476,"score_gpt":0.3200520266449545,"score_spread":0.23726466559720977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990925502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10319132,0.0036468261,0.000028130517,0.000052154755,0.0014929904,0.004552162,0.0006349798,0.0015010504,0.8849004],"genre_scores_gemma":[0.028944062,0.00075737986,0.011811766,0.00007335737,0.0012084013,0.000043200253,0.0012544771,0.0010386297,0.95486873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99053115,0.0008306252,0.0011685826,0.0026590878,0.0027855765,0.0020249975],"domain_scores_gemma":[0.9946165,0.00036343015,0.0018849073,0.0016566528,0.0008650002,0.00061347574],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0018232872,0.0017944745,0.0020186626,0.0013672841,0.00065736583,0.00079048204,0.0016367665,0.0015376422,0.019715806],"category_scores_gemma":[0.00021851866,0.0019618142,0.00061547133,0.0016251617,0.00074546173,0.000965683,0.0016257447,0.0023840156,0.0010993263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011013729,0.00063634326,0.060873624,0.004276473,0.0021221256,0.0017904311,0.0031543516,0.0011029742,0.00048680548,0.00012221478,0.006986396,0.9173469],"study_design_scores_gemma":[0.0034062325,0.0008066939,0.0020949703,0.0036706019,0.0016488476,0.00023773378,0.0024860217,0.0059939935,0.00009566738,0.00002642822,0.97711873,0.0024140757],"about_ca_topic_score_codex":0.00048964133,"about_ca_topic_score_gemma":0.0007696074,"teacher_disagreement_score":0.97013235,"about_ca_system_score_codex":0.001427416,"about_ca_system_score_gemma":0.0012226894,"threshold_uncertainty_score":0.9999175},"labels":[],"label_agreement":null},{"id":"W6990938724","doi":"","title":"Examination of Nurse-Modifiable Risk Factors for Chronic Post-Surgical Pain after Cardiac Surgery","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Cardiac surgery; Cohort; Prospective cohort study; Medical record; Opioid","score_opus":0.017176349026621424,"score_gpt":0.2605092033672843,"score_spread":0.24333285434066285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990938724","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69289625,0.0026638238,0.0002938331,0.00003320001,0.0038598257,0.0011774998,0.0014627188,0.00008574208,0.29752707],"genre_scores_gemma":[0.26274994,0.0002387735,0.000059975522,0.000029191702,0.00037970452,0.000022434575,0.0039822026,0.00008711161,0.73245066],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971069,0.0011315178,0.00039495734,0.000646006,0.0002374714,0.00048312332],"domain_scores_gemma":[0.9976457,0.001016718,0.0005102408,0.00041759922,0.00027061504,0.00013913307],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066505803,0.00037827372,0.0008298504,0.00030587628,0.00014333887,0.000025708185,0.0002211306,0.0007214662,0.15320592],"category_scores_gemma":[0.00003766097,0.0004188809,0.00064085884,0.0004079479,0.000055200566,0.00012654567,0.000016892503,0.00039149122,0.000024398298],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030174912,0.00041906646,0.0062081194,0.0014753779,0.0010934889,0.0001510417,0.015095334,0.000022673932,0.00009057936,0.0018419814,0.0047955588,0.96578926],"study_design_scores_gemma":[0.0014172506,0.0005322359,0.04839823,0.00045972358,0.000588009,0.0000017961027,0.046898004,0.00005693171,0.00029877963,0.000034928627,0.9005118,0.0008023278],"about_ca_topic_score_codex":0.0013864045,"about_ca_topic_score_gemma":0.0008774028,"teacher_disagreement_score":0.964987,"about_ca_system_score_codex":0.00030651805,"about_ca_system_score_gemma":0.00036541556,"threshold_uncertainty_score":0.9998263},"labels":[],"label_agreement":null},{"id":"W6990954874","doi":"","title":"Evidence brief: Ensuring that the health-related decisions affecting Canadian military personnel, Veterans, and their families are informed by the best available evidence","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Stakeholder; Best practice; Best evidence","score_opus":0.05037599660554019,"score_gpt":0.22504710936997985,"score_spread":0.17467111276443967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990954874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018012647,0.16536519,0.00002274858,0.0024021,0.0007192891,0.0035924702,0.002321497,0.0006284361,0.8069356],"genre_scores_gemma":[0.030337965,0.012511306,0.0000789829,0.00082283426,0.00008302819,0.00001509892,0.00007400438,0.00069346296,0.9553833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947003,0.0014634732,0.00044962208,0.0012466881,0.00074244506,0.0013974636],"domain_scores_gemma":[0.9939245,0.003235644,0.0006813858,0.0014459086,0.00008760065,0.0006249515],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001149319,0.0009932047,0.0008821316,0.00086316414,0.0030331153,0.00024754734,0.0022294014,0.0003910913,0.124256335],"category_scores_gemma":[0.0006050222,0.000731291,0.00029161593,0.002176814,0.0007683176,0.0008558856,0.001012173,0.0016688402,0.00074723305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002921829,0.000053442516,0.01727092,0.00046320952,0.0007772863,0.00029430128,0.026556496,0.00013673565,0.000049538907,0.00003593958,0.855557,0.098512895],"study_design_scores_gemma":[0.00055849564,0.00016239818,0.00048664032,0.0053248913,0.00015829316,0.00010101919,0.13153394,0.00014061834,0.00000588189,0.0000031118366,0.86081815,0.0007065496],"about_ca_topic_score_codex":0.49893975,"about_ca_topic_score_gemma":0.7966858,"teacher_disagreement_score":0.29774606,"about_ca_system_score_codex":0.0021917084,"about_ca_system_score_gemma":0.001217138,"threshold_uncertainty_score":0.9995138},"labels":[],"label_agreement":null},{"id":"W6990999680","doi":"","title":"Examining Evacuation for Birth Policy in Ontario, Canada, and the Influence of Health Systems’ Cultures on the Provision of Perinatal Care for First Nations Peoples Relocated Outside Their Community for Birth","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Referral; Relocation; Health care; Indigenous; Thematic analysis; Reflexivity; Ethnography; Developing country","score_opus":0.019488735382915477,"score_gpt":0.2643851313523877,"score_spread":0.24489639596947224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990999680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788489,0.0004075909,0.000022279077,0.00038157945,0.00027753328,0.00501335,0.00046199164,0.000015420637,0.014571386],"genre_scores_gemma":[0.9396095,0.00048490046,0.00003131066,0.000016831389,0.000044174765,0.000030004743,0.00034520746,0.000016735803,0.05942132],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856037,0.000445232,0.00033574033,0.00019892587,0.00020934643,0.00025039617],"domain_scores_gemma":[0.99668634,0.0021079006,0.00046282803,0.00017541439,0.0005218839,0.00004560658],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007736667,0.00016836506,0.00032502244,0.0002227902,0.005117001,0.00004846822,0.0003473038,0.00014766268,0.00003070438],"category_scores_gemma":[0.00012249373,0.000109145076,0.000065076616,0.00045721087,0.00014804372,0.0001073125,0.0000056007957,0.00022603395,8.193963e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028722943,0.000028871063,0.00056261703,0.004566654,0.000040939252,9.6944476e-8,0.86633956,0.0005579546,9.382152e-7,0.12667017,0.000032833363,0.0009121657],"study_design_scores_gemma":[0.000746347,0.000228866,0.008471078,0.0013911811,0.000040278617,2.3738356e-7,0.7723643,0.00006750239,0.000020595142,0.0002906184,0.21623357,0.00014539695],"about_ca_topic_score_codex":0.99653757,"about_ca_topic_score_gemma":0.99999356,"teacher_disagreement_score":0.21620074,"about_ca_system_score_codex":0.0013374233,"about_ca_system_score_gemma":0.027425542,"threshold_uncertainty_score":0.9961782},"labels":[],"label_agreement":null},{"id":"W6991020907","doi":"","title":"Expert and non-expert perceptions of risk: Improving the risk communication of cancer","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk perception; Health Information National Trends Survey; Cancer; Numeracy; Perception; Public health; Information seeking; Health literacy; Coping (psychology)","score_opus":0.0126668517536041,"score_gpt":0.2765427135866253,"score_spread":0.2638758618330212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991020907","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3715926,0.002224895,0.00022669211,0.00039515542,0.0005738053,0.0009941686,0.00017751947,0.00006433321,0.6237508],"genre_scores_gemma":[0.4948053,0.06363013,0.0005111423,0.000062608924,0.00008198507,0.000016758357,0.00011760596,0.000029773304,0.4407447],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99857056,0.00049048226,0.00020413843,0.00023975006,0.00033247218,0.00016260461],"domain_scores_gemma":[0.9988436,0.00010470427,0.0005356202,0.00033658257,0.0001232678,0.000056212466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032232027,0.00014840509,0.00022667977,0.00013905531,0.0010755038,0.000033609045,0.0005843632,0.00013047233,0.08040523],"category_scores_gemma":[0.000030517793,0.00014084927,0.00013351592,0.00039571096,0.00026788595,0.00017322935,0.00018140241,0.0003155638,0.0000037239474],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010299121,0.00008098774,0.0075176437,0.000050059254,0.00012205078,8.163995e-7,0.2547976,0.00007503417,0.00027954302,0.001181277,0.0021634211,0.7336286],"study_design_scores_gemma":[0.0003302946,0.000029131848,0.039935507,0.000055932655,0.00016765606,4.0939135e-8,0.54977846,0.000087238106,0.000025863425,0.00004234995,0.40938073,0.00016676371],"about_ca_topic_score_codex":0.14311062,"about_ca_topic_score_gemma":0.16670406,"teacher_disagreement_score":0.7334618,"about_ca_system_score_codex":0.00019636688,"about_ca_system_score_gemma":0.00012619986,"threshold_uncertainty_score":0.9204354},"labels":[],"label_agreement":null},{"id":"W6991033439","doi":"","title":"An Experimental Investigation of Critical Heat Flux on a Vertical Surface Abutting a Coarse Porous Medium","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Critical heat flux; Boiling; Corium; Porosity; Shield; Nucleate boiling; Heat flux; Scram; Porous medium; Electromagnetic shielding","score_opus":0.019048743161290037,"score_gpt":0.24433018801085812,"score_spread":0.22528144484956808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991033439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476764,0.00011769891,0.00009511469,0.00003698515,0.000781511,0.00019022278,0.00003819306,0.00043789178,0.05062595],"genre_scores_gemma":[0.98650634,0.000016957805,0.00023047112,0.000018674478,0.00007750685,0.0000015029829,0.00025004635,0.000083651736,0.012814825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986809,0.0000697209,0.0002582508,0.00034403722,0.00031362544,0.000333472],"domain_scores_gemma":[0.9994263,0.0001351846,0.00000935083,0.0001885778,0.000074933174,0.00016564957],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000072780014,0.00032343066,0.00039575665,0.00013094861,0.00011103087,0.000027276728,0.00020617656,0.00028767885,0.0022607695],"category_scores_gemma":[0.000018980409,0.00037455527,0.00010264253,0.00032783567,0.000104386,0.00015835841,0.000017846934,0.00034487093,0.00005334286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015513927,0.0008397103,0.003000126,0.0068262494,0.0010682094,0.0013757962,0.06960604,0.028220331,0.8526543,0.00329818,0.0027055328,0.028854134],"study_design_scores_gemma":[0.002584263,0.0014081622,0.005041575,0.0020641666,0.0006286453,0.000009060734,0.074245825,0.019657401,0.89023083,0.000115934534,0.0021634267,0.0018507343],"about_ca_topic_score_codex":0.00010595607,"about_ca_topic_score_gemma":0.0003097567,"teacher_disagreement_score":0.03882993,"about_ca_system_score_codex":0.00015784317,"about_ca_system_score_gemma":0.00005806392,"threshold_uncertainty_score":0.99987066},"labels":[],"label_agreement":null},{"id":"W6991034802","doi":"","title":"Essays on Pricing and Promotion Policies of Digital Platforms","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Promotion (chess); Dynamic pricing; Comparative statics; Imperfect; Market segmentation; Section (typography); Perfect information; E-commerce","score_opus":0.014513057267399624,"score_gpt":0.18678158817788046,"score_spread":0.17226853091048083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991034802","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.469102,0.000013544275,0.000004424945,0.000011024435,0.00019890333,0.00010670169,0.000009092251,0.000044448716,0.5305098],"genre_scores_gemma":[0.7332806,0.000010142892,0.000008176848,0.000035375746,0.00018987239,6.9280065e-7,0.00033285844,0.00003947399,0.26610282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991906,2.0220199e-7,0.00019390187,0.00029461642,0.00012285687,0.00019780817],"domain_scores_gemma":[0.9995785,0.000012929111,0.00022917215,0.000114940456,0.00004887338,0.00001563175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038181824,0.0002497639,0.00026908398,0.00040885608,0.00007443603,0.0007048999,0.00016975764,0.00015755682,0.0024232853],"category_scores_gemma":[0.000009472164,0.00023701652,0.00010024937,0.00030264707,0.000033407985,0.0034015113,0.000117083386,0.00016332087,0.00016842183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037079875,0.00016239064,0.0023230694,0.0035390044,0.00023686106,0.000054757933,0.00058130483,0.00012749553,0.000054479402,0.5122147,0.0012607458,0.47907436],"study_design_scores_gemma":[0.003719369,0.0005640694,0.0064110374,0.005887697,0.0013144372,0.000014398687,0.079584576,0.0061681564,0.0005927893,0.3036866,0.58813703,0.0039198473],"about_ca_topic_score_codex":0.00010763085,"about_ca_topic_score_gemma":0.0002955773,"teacher_disagreement_score":0.5868763,"about_ca_system_score_codex":0.000052890224,"about_ca_system_score_gemma":0.00001887912,"threshold_uncertainty_score":0.9984886},"labels":[],"label_agreement":null},{"id":"W6991049123","doi":"","title":"The Fecal Metabolome of Irritable Bowel Syndrome","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Tubulopathy; Tegaserod; Population","score_opus":0.010465466727332052,"score_gpt":0.2172741655181813,"score_spread":0.20680869879084923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991049123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14934416,0.0012100559,0.000029588724,0.00030433823,0.0004932397,0.00059916003,0.000060288967,0.00007610418,0.84788305],"genre_scores_gemma":[0.114445746,0.00008262929,0.00027047994,0.000045081797,0.000017775461,0.0000025438485,0.0002971817,0.000037288977,0.88480127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998478,0.00011179329,0.00026498432,0.00036973605,0.00042998255,0.00034548517],"domain_scores_gemma":[0.9990199,0.00011999365,0.00023263728,0.00036242756,0.00012921325,0.00013578315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014764233,0.0002699574,0.00048492674,0.00015767528,0.00030373735,0.000021636624,0.00037689458,0.00014396566,0.08244288],"category_scores_gemma":[0.00007307228,0.00024089625,0.00031517897,0.00053144246,0.00011792619,0.00009871691,0.000110472996,0.00060237,0.0000366494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035124496,0.004703175,0.09516709,0.0106847575,0.005836924,0.008952474,0.0062875664,0.00050982606,0.005289567,0.039679237,0.022683308,0.7650816],"study_design_scores_gemma":[0.0028976426,0.0012146994,0.08147702,0.00036272695,0.0013581255,0.0002622385,0.03808173,0.0000670675,0.00018099585,0.00034677723,0.87333375,0.00041720006],"about_ca_topic_score_codex":0.00034503825,"about_ca_topic_score_gemma":0.0006436276,"teacher_disagreement_score":0.8506505,"about_ca_system_score_codex":0.00012538927,"about_ca_system_score_gemma":0.0002441654,"threshold_uncertainty_score":0.9823464},"labels":[],"label_agreement":null},{"id":"W6991057036","doi":"","title":"EXAMINING CHANGES IN MATERNAL MENTAL HEALTH AND INFANT BEHAVIOUR AFTER PEER-DELIVERED TREATMENT FOR POSTPARTUM DEPRESSION","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Postpartum depression; Depression (economics); Intervention (counseling); Mental health; Anxiety; Randomized controlled trial; Edinburgh Postnatal Depression Scale; Social support","score_opus":0.024229791228664584,"score_gpt":0.2784282358770817,"score_spread":0.2541984446484171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991057036","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98685986,0.0023740756,0.0000015050551,0.0004508044,0.000694709,0.0018929467,0.0005119112,0.00004797217,0.007166244],"genre_scores_gemma":[0.45974568,0.0015231888,0.00024430949,0.00031434715,0.00008015187,0.0000939105,0.002209996,0.000070666385,0.5357177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830824,0.00009724481,0.0002784708,0.0005536486,0.00030831702,0.00045406885],"domain_scores_gemma":[0.9992079,0.000028794946,0.00023966184,0.00017945093,0.00003996656,0.0003042158],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010210988,0.00036469888,0.0005404802,0.00028702526,0.00021005177,0.000028967785,0.0001061411,0.00016908867,0.012409941],"category_scores_gemma":[0.00000401543,0.00036837356,0.00007969954,0.000117388096,0.000021106182,0.00009764241,0.00008796907,0.00025381343,0.000004214792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03091223,0.0004973052,0.80040354,0.0083224345,0.0001589667,0.00089934043,0.014354904,0.0000016696681,0.0001188892,0.000025300227,0.00017248193,0.14413296],"study_design_scores_gemma":[0.01572293,0.00828146,0.75052804,0.017742442,0.00037204067,0.00021432944,0.024462776,0.000086511296,0.0028067154,0.000010461344,0.1787776,0.0009946787],"about_ca_topic_score_codex":0.0017576587,"about_ca_topic_score_gemma":0.0054503013,"teacher_disagreement_score":0.5285515,"about_ca_system_score_codex":0.00075293484,"about_ca_system_score_gemma":0.0001770281,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W6991076131","doi":"","title":"Examining police, health, and mental health crisis response teams","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Criminal justice; Crisis intervention; Economic Justice; CRTS; Intervention (counseling); Crisis management; Health policy; Crisis response; Psychological intervention","score_opus":0.023531463515871244,"score_gpt":0.29662748688955026,"score_spread":0.273096023373679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991076131","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11146195,0.009812309,0.000031835836,0.003745467,0.10170585,0.0012572163,0.00040521772,0.0005840165,0.77099615],"genre_scores_gemma":[0.02584128,0.00033303353,0.0005030888,0.002424012,0.0010001439,0.000006740804,0.00078334234,0.00026422198,0.9688441],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586934,0.00075719977,0.0005852976,0.0014035652,0.00039629417,0.0009883293],"domain_scores_gemma":[0.99795145,0.00012346824,0.0005556832,0.0006243917,0.000044691078,0.0007002884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000512102,0.0007109284,0.0008418629,0.0009291617,0.0004556171,0.00013448317,0.000507379,0.00047937388,0.019763542],"category_scores_gemma":[0.000009740274,0.0008350661,0.00017249859,0.0010615832,0.000095434225,0.00020025847,0.00013657894,0.00094021275,0.0005297066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043328875,0.00014118911,0.00062735303,0.0005630538,0.00046779955,0.00010146551,0.099857904,4.9409675e-7,0.000043839067,0.0014032989,0.6515422,0.24091852],"study_design_scores_gemma":[0.0012159258,0.00093031063,0.0020518748,0.00048088544,0.000053091855,0.00005949639,0.33384237,0.0000048109896,0.0000029491634,0.000045269044,0.66077864,0.00053439086],"about_ca_topic_score_codex":0.0028404144,"about_ca_topic_score_gemma":0.005947235,"teacher_disagreement_score":0.24038413,"about_ca_system_score_codex":0.0008155899,"about_ca_system_score_gemma":0.00055011036,"threshold_uncertainty_score":0.99941003},"labels":[],"label_agreement":null},{"id":"W6991079862","doi":"","title":"Experimental Regulation to Address Modern Slavery and Forced Labour in Global Supply Chains: Canada's Passage of Transparency Modern Slavery Legislation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Employment and Social Development Canada; Foreign Affairs and International Trade Canada; European Commission; McMaster University","keywords":"Transparency (behavior); Due diligence; Accountability; Corporate governance; Politics; Legislation; Global governance; Soft law; Human rights","score_opus":0.011511131090486296,"score_gpt":0.2210319114473356,"score_spread":0.20952078035684932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991079862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84526706,0.00040040037,0.00017328691,0.00016409211,0.0005035743,0.0008267821,0.00020398856,0.00006735328,0.15239346],"genre_scores_gemma":[0.95878583,0.0000114466475,0.00001926357,0.0000965604,0.00016695824,0.0000036664158,0.000471749,0.000036168236,0.04040835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817204,0.00003863943,0.00036514542,0.0005703165,0.0004440315,0.0004098296],"domain_scores_gemma":[0.9993524,0.000017293225,0.00021493247,0.00019689761,0.00016647537,0.000051994833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010148971,0.00039897102,0.00046370822,0.00027207215,0.0001309449,0.0001773359,0.0002683185,0.00029254815,0.00092185277],"category_scores_gemma":[0.000020882382,0.0004785318,0.0001238918,0.0008579066,0.000041818774,0.0009115351,0.00008123534,0.00019380517,0.0000028334982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008993303,0.0015579521,0.16230157,0.019359397,0.0014514964,0.0014591739,0.079050146,0.024792412,0.0055532623,0.13535763,0.004587397,0.55553627],"study_design_scores_gemma":[0.00948196,0.000326818,0.56506044,0.004060977,0.0015974909,0.000005122721,0.29158407,0.04374465,0.0010681927,0.030436728,0.04762827,0.0050053084],"about_ca_topic_score_codex":0.31787896,"about_ca_topic_score_gemma":0.651726,"teacher_disagreement_score":0.55053097,"about_ca_system_score_codex":0.0008967854,"about_ca_system_score_gemma":0.00029873443,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W6991134937","doi":"","title":"Explainable Learning of Long-term Dependencies through Machine Learning","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Interpretability; Software portability; Variety (cybernetics); Relevance (law); Forgetting; Adaptability; Generalization; Adaptation (eye)","score_opus":0.05799532951632557,"score_gpt":0.3105265079827045,"score_spread":0.2525311784663789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991134937","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06541642,0.0009229562,0.009300569,0.000076336175,0.00034736036,0.00040551275,0.000030554602,0.0004081952,0.9230921],"genre_scores_gemma":[0.19606075,0.00014270027,0.0015898213,0.0000080148175,0.000046668083,0.0000031967204,0.00018604049,0.000047763046,0.80191505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972063,0.00018254836,0.0005395865,0.00080688624,0.00091559975,0.00034911055],"domain_scores_gemma":[0.9981176,0.00036459687,0.00062097306,0.00044065088,0.0003715051,0.00008467019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005180991,0.0003546517,0.0005366136,0.0004324061,0.00038399795,0.00024565175,0.001205458,0.00034296635,0.0476372],"category_scores_gemma":[0.00026733824,0.00033198684,0.00032441644,0.0016637131,0.000096868505,0.00040809013,0.00033243358,0.00096531375,0.00032635342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032417552,0.00016393553,0.022748062,0.0007787097,0.00026080883,0.00048312504,0.009688894,0.0020499267,0.0015750921,0.02830863,0.0039031508,0.9297155],"study_design_scores_gemma":[0.0005132114,0.00039566707,0.002392369,0.0010583609,0.00035811798,0.00003349839,0.025315894,0.004278634,0.0060482374,0.008029686,0.9505594,0.0010169216],"about_ca_topic_score_codex":0.00036751822,"about_ca_topic_score_gemma":0.0010171209,"teacher_disagreement_score":0.9466562,"about_ca_system_score_codex":0.00011752766,"about_ca_system_score_gemma":0.00013181132,"threshold_uncertainty_score":0.9999132},"labels":[],"label_agreement":null},{"id":"W6991159003","doi":"","title":"An Exploration of Enzyme-like Activity of Newly Synthesized Carbon Quantum Dot-Gold Nanoparticle Nanohybrids and Silicene Nanosheets for the Development of an Electrochemically Supported Colorimetric Biosensing Approach for the Detection of H2O2 and Dopamine.","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanomaterials; Graphene; Silicene; Nanoparticle; Hydrogen peroxide; Biosensor; Detection limit; Carbon fibers","score_opus":0.020589963669866363,"score_gpt":0.24078739669239793,"score_spread":0.22019743302253156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991159003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573864,0.00024264568,0.012604845,0.000005282939,0.00018935783,0.0010618179,0.00006467023,0.000024350811,0.00006840683],"genre_scores_gemma":[0.9922447,0.000033933786,0.0071621113,0.0000013609549,0.000019554474,0.00001708447,0.000068680696,0.000033247674,0.0004193022],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984625,0.00011955328,0.0004912961,0.00046353549,0.00024788687,0.00021523301],"domain_scores_gemma":[0.9980115,0.00047605953,0.00078039314,0.00031538724,0.00036821482,0.000048427013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004900834,0.00025150648,0.0005463195,0.00022917609,0.00011945858,0.000031143394,0.00027042688,0.00016738883,0.000027189797],"category_scores_gemma":[0.00010704277,0.00019791341,0.00007973591,0.000631419,0.00016270741,0.00041886754,0.00006098146,0.00006673352,5.1843617e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002581728,0.00011738086,0.000007060327,0.0008342718,0.00011007128,3.9645855e-7,0.0011676757,0.00013172312,0.95469993,0.000027700116,3.3384322e-7,0.040321734],"study_design_scores_gemma":[0.0007309805,0.0003852263,0.0001148453,0.00008269951,0.0006193737,0.0000016128165,0.0038428875,0.01047257,0.9834733,0.00003739141,0.000055603818,0.00018352063],"about_ca_topic_score_codex":0.00012834324,"about_ca_topic_score_gemma":0.00034073254,"teacher_disagreement_score":0.04013821,"about_ca_system_score_codex":0.000079071404,"about_ca_system_score_gemma":0.00016550049,"threshold_uncertainty_score":0.80706745},"labels":[],"label_agreement":null},{"id":"W6991263979","doi":"","title":"Four-Arm Grating Couplers for Wavefront Sensing Applications","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"CMC Microsystems","keywords":"Nucleofection; Proteogenomics; Fusible alloy; Liquation; Diafiltration; Dysgeusia","score_opus":0.02155379927146046,"score_gpt":0.23001498717526198,"score_spread":0.20846118790380153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991263979","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053699627,0.00004078611,0.1894892,0.00009240174,0.0009154827,0.0019364089,0.00048447738,0.00024293766,0.8014283],"genre_scores_gemma":[0.039628275,0.0000065396084,0.009849996,0.000028292567,0.00072059105,0.0000067777614,0.0024235633,0.00017327406,0.9471627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848604,0.000029437917,0.00026082908,0.0005807423,0.00018946693,0.0004534969],"domain_scores_gemma":[0.9988531,0.00017595892,0.00034127856,0.0002634685,0.0002372882,0.00012890613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077338314,0.0003964915,0.0004031101,0.00016644575,0.00053453114,0.000107493936,0.00021390934,0.00016889868,0.0034325537],"category_scores_gemma":[0.00000538233,0.0004782087,0.00030287777,0.0003380655,0.000040430794,0.0001237686,0.000061798695,0.00029956707,0.000065438464],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014925472,0.00008044623,0.00029781216,0.00019457817,0.00059719465,0.000022939399,0.0011708215,0.0007671474,0.0010975831,0.025762184,0.002802695,0.96705735],"study_design_scores_gemma":[0.0018058504,0.000121881414,0.00032272405,0.00045372106,0.00082516077,0.000001425023,0.054366674,0.025455307,0.0010017445,0.005739915,0.9083401,0.0015655035],"about_ca_topic_score_codex":0.00029876322,"about_ca_topic_score_gemma":0.0005429498,"teacher_disagreement_score":0.96549183,"about_ca_system_score_codex":0.00013365284,"about_ca_system_score_gemma":0.0001282647,"threshold_uncertainty_score":0.99976695},"labels":[],"label_agreement":null},{"id":"W6991271365","doi":"","title":"Gathered Worship and the Immanent Frame: Misinterpreting and Reinterpreting God's Presence in Worship","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Theological Perspectives and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Worship; Feeling; Perception; Happening; Religious experience; Face (sociological concept); Phenomenology (philosophy); Interpretation (philosophy); Period (music); Divinity","score_opus":0.02032419067813466,"score_gpt":0.2768479190131525,"score_spread":0.2565237283350178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991271365","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26187485,0.0012667077,0.000018166775,0.0017274435,0.00039801825,0.00054180017,0.0000049009127,0.00010023019,0.73406786],"genre_scores_gemma":[0.62515676,0.0007900884,0.000064705106,0.00005275952,0.00008768867,0.00000230666,0.0000053235954,0.000019798383,0.37382057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973095,0.0012934206,0.00020576539,0.00053234195,0.00026440658,0.00039457873],"domain_scores_gemma":[0.996746,0.002644899,0.00028384774,0.00015899797,0.000054839787,0.00011142638],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011955851,0.0002370973,0.0003322333,0.00012524794,0.0005023365,0.0002899593,0.0004716875,0.00033484012,0.009244276],"category_scores_gemma":[0.0011340714,0.00019702993,0.00008943571,0.00051305135,0.00057005655,0.0003008223,0.00016988262,0.00074552064,0.000019187017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064065503,0.00007256272,0.011650407,0.00032115902,0.00022800625,0.0003380807,0.5458886,0.000034575594,0.000069916576,0.14044547,0.0002640602,0.29428065],"study_design_scores_gemma":[0.0014309086,0.00008607536,0.009648371,0.0016659732,0.00016378565,0.000003026288,0.88448656,0.00034230275,0.0000146449875,0.014747806,0.0867607,0.0006498627],"about_ca_topic_score_codex":0.006322071,"about_ca_topic_score_gemma":0.029724104,"teacher_disagreement_score":0.3632819,"about_ca_system_score_codex":0.00012083368,"about_ca_system_score_gemma":0.000060709506,"threshold_uncertainty_score":0.9916614},"labels":[],"label_agreement":null},{"id":"W6991406808","doi":"","title":"High-resolution Sequence Stratigraphy, Facies Analysis, and Sediment Quantification of the Cretaceous Gallup System, New Mexico, U.S.A.","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedimentary depositional environment; Facies; Sequence stratigraphy; Sequence (biology); Cretaceous; Sedimentary rock; Sediment; Structural basin","score_opus":0.01743712318057592,"score_gpt":0.19983211703276,"score_spread":0.18239499385218408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991406808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72620726,0.0033633728,0.0078041805,0.00021844063,0.0012301282,0.0010713628,0.00088659243,0.0001580359,0.25906065],"genre_scores_gemma":[0.9369595,0.00014828732,0.00078829617,0.000011655475,0.00002837421,2.1337121e-7,0.00084430136,0.0000026663158,0.061216693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988767,0.00010254112,0.00025352061,0.00030073314,0.00028904778,0.00017746692],"domain_scores_gemma":[0.9991384,0.00004280577,0.00037771394,0.00022163776,0.00013352084,0.000085930886],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010415766,0.00019923173,0.00028439987,0.0001909683,0.00027594384,0.00007290111,0.00035263292,0.00019363132,0.016322335],"category_scores_gemma":[0.000010475333,0.0001459547,0.00013046982,0.001139599,0.00012564944,0.00024314718,0.000015409352,0.00013574795,0.000025683501],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010840794,0.0001208359,0.41544208,0.003271769,0.0031830207,0.000034389028,0.004615473,0.028116396,0.0010424987,0.014320842,0.0017192914,0.5270493],"study_design_scores_gemma":[0.0006504336,0.00043577762,0.89104295,0.00042568616,0.0027834333,0.000012253067,0.014762875,0.014442977,0.0025807584,0.000888145,0.071145944,0.0008287966],"about_ca_topic_score_codex":0.0053300536,"about_ca_topic_score_gemma":0.039157066,"teacher_disagreement_score":0.5262205,"about_ca_system_score_codex":0.000011447311,"about_ca_system_score_gemma":0.000105347055,"threshold_uncertainty_score":0.9845769},"labels":[],"label_agreement":null},{"id":"W6991459885","doi":"","title":"Health Utility of Patients with Non-Healing Diabetic Foot Ulcers","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diabetic foot; Cost–utility analysis; Foot (prosody); Randomized controlled trial; Health care; Health economics; Public health; Exploratory analysis; Research design","score_opus":0.010040573982551097,"score_gpt":0.2364522042207983,"score_spread":0.2264116302382472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991459885","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29455575,0.000051331925,0.00034380268,0.0001286749,0.00048188018,0.0014691008,0.000049623744,0.00006736444,0.7028525],"genre_scores_gemma":[0.6187368,0.00003150425,0.0016878265,0.00014995814,0.00006808003,0.0000029026862,0.0014496582,0.000071852235,0.37780145],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99805355,0.000058566864,0.00034716417,0.0005482635,0.0005508697,0.00044160377],"domain_scores_gemma":[0.9985158,0.000022647564,0.0004700652,0.00044761,0.00030915346,0.00023473616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013029894,0.0003716448,0.0007802422,0.0003058695,0.00010762361,0.00001979105,0.00024324853,0.00017994652,0.023729714],"category_scores_gemma":[0.0000074717314,0.00035435887,0.00015756243,0.000520698,0.000106933156,0.000113852286,0.000074961055,0.00025940183,0.000025719364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037601294,0.0013209248,0.1740977,0.0073127486,0.0014730886,0.000035499506,0.0020506033,0.0000036218462,0.0000109533075,0.00020733057,0.009502023,0.8002254],"study_design_scores_gemma":[0.007817837,0.003206199,0.7144535,0.0023835315,0.0013887137,3.3356915e-7,0.005965675,0.00014699328,0.0002776206,0.000031344152,0.26365554,0.00067272683],"about_ca_topic_score_codex":0.0002237506,"about_ca_topic_score_gemma":0.0007482726,"teacher_disagreement_score":0.7995526,"about_ca_system_score_codex":0.00022015824,"about_ca_system_score_gemma":0.00037822846,"threshold_uncertainty_score":0.99989086},"labels":[],"label_agreement":null},{"id":"W6991464617","doi":"","title":"Highs, Lows and Learning to Cope: The Mental Health of Canadian Student-Athletes","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stressor; Distress; Mental distress; Psychological intervention; Athletes; Middle Eastern Mental Health Issues & Syndromes; Mental health law","score_opus":0.013973832322541437,"score_gpt":0.2747044354179238,"score_spread":0.2607306030953823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991464617","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3173894,0.0023137408,0.0000010248946,0.0011309935,0.0021271154,0.00043582113,0.000059191087,0.000035580113,0.6765072],"genre_scores_gemma":[0.112351604,0.00029238124,0.000029316847,0.00057652156,0.00007264509,0.0000025746224,0.0002120086,0.00003270803,0.88643026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874187,0.00016336764,0.00019485586,0.00042045992,0.00013028225,0.00034917108],"domain_scores_gemma":[0.99937123,0.000041741245,0.00013659391,0.00021863656,0.000035784065,0.00019601747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002474265,0.00022361748,0.0002847916,0.0005266349,0.00029758585,0.00002684729,0.00035321314,0.00023125793,0.060214274],"category_scores_gemma":[0.0000033084286,0.00020391704,0.000067250185,0.0007071177,0.000062591906,0.000053623255,0.000045067725,0.00064475776,0.00035964712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011235304,0.000118624856,0.03825509,0.00039649568,0.0010013027,0.00025204028,0.16499951,0.00002830665,0.00005892984,0.006581702,0.14218846,0.644996],"study_design_scores_gemma":[0.0003218647,0.00021330499,0.0657133,0.00016226289,0.000045143257,0.0000071927516,0.04549474,0.0000024319772,0.0000053812196,0.0000050367607,0.8878591,0.000170257],"about_ca_topic_score_codex":0.03972808,"about_ca_topic_score_gemma":0.30162778,"teacher_disagreement_score":0.7456706,"about_ca_system_score_codex":0.00011181728,"about_ca_system_score_gemma":0.00014610242,"threshold_uncertainty_score":0.96666646},"labels":[],"label_agreement":null},{"id":"W6991524458","doi":"","title":"HEALTHCARE SERVICE UTILIZATION IN THE LAST 2 WEEKS OF LIFE: A POPULATION-BASED COHORT STUDY OF ONTARIO DECEDENTS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Logistic regression; Odds; Health care; Acute care; Retrospective cohort study; End-of-life care; Cohort study; Place of death","score_opus":0.041251628808752314,"score_gpt":0.323396171131632,"score_spread":0.28214454232287967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991524458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524479,0.00003564159,0.000010766075,0.00008326995,0.0008245308,0.0020665452,0.000032374333,0.000023141527,0.04447585],"genre_scores_gemma":[0.94163096,0.0000051973307,0.00004653304,0.00010690788,0.00006848004,0.000010718553,0.001205934,0.000031326275,0.05689392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997472,0.0007150727,0.0006426236,0.00037522265,0.00050715613,0.0002879498],"domain_scores_gemma":[0.9978512,0.00016663982,0.00086080114,0.00043509135,0.0006115736,0.00007471472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003094172,0.00024949686,0.0005736255,0.00037252432,0.0002887718,0.000007905815,0.00045707237,0.00041918707,0.011242385],"category_scores_gemma":[0.000033787906,0.00023282443,0.00008656022,0.0012363086,0.000015653843,0.00009585012,0.00004391784,0.0005080022,0.000015706257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069132954,0.00036298487,0.9378138,0.00090616674,0.00006230727,0.0000044062463,0.055818375,0.000029090334,0.0000018371147,0.000030445932,0.00045580548,0.0038234123],"study_design_scores_gemma":[0.0017083269,0.0003004273,0.8482585,0.00055442593,0.00019083016,8.5059845e-8,0.14151642,0.00001896985,0.0000025097395,0.00001339401,0.007285736,0.00015036718],"about_ca_topic_score_codex":0.38076797,"about_ca_topic_score_gemma":0.9676772,"teacher_disagreement_score":0.58690923,"about_ca_system_score_codex":0.00072444434,"about_ca_system_score_gemma":0.0015398171,"threshold_uncertainty_score":0.98966146},"labels":[],"label_agreement":null},{"id":"W6991575350","doi":"","title":"Healthcare Provider Perceptions of Clinically Important Bleeding in Hematological Malignancies: A Qualitative Study","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Bleed; Health care; Clinical trial; MEDLINE; Clinical significance; Scale (ratio); Clinical Practice","score_opus":0.0511222732917139,"score_gpt":0.35971205921991584,"score_spread":0.30858978592820197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991575350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94182265,0.0000747016,0.000013099556,0.00028112216,0.0003723894,0.0016681036,0.00005275881,0.00012743592,0.05558773],"genre_scores_gemma":[0.7447961,0.00013341795,0.00013736518,0.000062274754,0.000053251875,0.000024460287,0.00016348543,0.00005011371,0.2545795],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99740285,0.0002799674,0.0010067632,0.00060701184,0.000365376,0.00033803494],"domain_scores_gemma":[0.9985365,0.00018469579,0.00052989094,0.00028423604,0.00030212096,0.00016250864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003806626,0.00030754413,0.0009374796,0.0004287036,0.00011211481,0.000016580869,0.00019073633,0.0003419087,0.011457455],"category_scores_gemma":[0.00009633608,0.00029915402,0.00027876956,0.0012083232,0.00008257228,0.00010559185,0.000069822614,0.0006795295,0.00004710061],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00475295,0.0030599313,0.71914256,0.0040062144,0.0009477516,0.0025415602,0.24291152,0.0000142348545,0.0013282022,0.0020360805,0.0010830732,0.018175941],"study_design_scores_gemma":[0.002710176,0.0019129306,0.06984096,0.0013380394,0.0004806341,0.000021550048,0.92066103,0.0000071320924,0.000036572827,0.00012011001,0.002531364,0.0003395225],"about_ca_topic_score_codex":0.0014420751,"about_ca_topic_score_gemma":0.015332342,"teacher_disagreement_score":0.6777495,"about_ca_system_score_codex":0.00029654946,"about_ca_system_score_gemma":0.0005406912,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W6991592060","doi":"","title":"Hyperbolic Distributions and Transformations for Clustering Incomplete Data with Extensions to Matrix Variate Normality","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Cluster analysis; Normality; Transformation (genetics); Computation; Set (abstract data type); Data set; Random variate","score_opus":0.03453736489314859,"score_gpt":0.2752885511418369,"score_spread":0.24075118624868833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991592060","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046121803,0.000033771106,0.9828713,0.00048430674,0.00028974246,0.0007782912,0.001037292,0.00021601644,0.0138280885],"genre_scores_gemma":[0.004510664,0.00007869316,0.85026807,0.0001379058,0.00010184518,0.000020359379,0.0026460479,0.00006870541,0.14216773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829423,0.00010087694,0.0002474838,0.0007648717,0.0001934912,0.00039902542],"domain_scores_gemma":[0.9984165,0.00013711314,0.00012677322,0.0009144111,0.00016363403,0.00024158877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002509482,0.00031251137,0.00037519308,0.00023695164,0.0005334256,0.00022429187,0.0012960602,0.00017531685,0.00019416213],"category_scores_gemma":[0.000021869824,0.00030933565,0.0000733171,0.0009044157,0.00002932126,0.00080531696,0.00045903286,0.00023499077,0.000014883787],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002918703,0.0000875967,0.00003773438,0.00065191806,0.00028087382,0.00006950101,0.0039216196,0.0002828459,0.00035878553,0.100222096,0.0017551495,0.89204],"study_design_scores_gemma":[0.004166836,0.000608523,0.009403381,0.0011957594,0.001202728,0.000097884615,0.0026492153,0.26651725,0.0002029835,0.010531155,0.7005265,0.00289782],"about_ca_topic_score_codex":0.00019379282,"about_ca_topic_score_gemma":0.0034478756,"teacher_disagreement_score":0.8891422,"about_ca_system_score_codex":0.000069121335,"about_ca_system_score_gemma":0.00015373793,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W6991688921","doi":"","title":"Improving Leadership Capacity in Community Care in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Community practice; Quality (philosophy); Community-based care; Capacity building; Community participation","score_opus":0.08396109250616009,"score_gpt":0.208310678609149,"score_spread":0.12434958610298892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991688921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042939577,0.00028000056,0.0000088431425,0.000010432376,0.00022462946,0.000718383,0.00025830528,0.00035676616,0.9938487],"genre_scores_gemma":[0.01095572,0.0000019562672,0.00043860977,0.000052345964,0.00005352254,0.0000016316851,0.00022574974,0.0007618822,0.9875086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963002,0.0013091317,0.00031014724,0.0006747276,0.0004656115,0.0009401728],"domain_scores_gemma":[0.9981685,0.000059051345,0.00036505627,0.0010303457,0.00009827079,0.00027876603],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042433996,0.0007501515,0.0008868313,0.0019630345,0.00009764532,0.00006574422,0.0013820524,0.00097268977,0.13321571],"category_scores_gemma":[0.000041358035,0.00096422643,0.0001404176,0.0017509772,0.0003131109,0.0003169049,0.0006460071,0.0036250234,0.001464315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001976329,0.0016651197,0.35969645,0.0036255824,0.00050195697,0.0034092558,0.13587114,0.00035782874,0.00029908915,0.0007958805,0.38280204,0.108999334],"study_design_scores_gemma":[0.0034032858,0.000113799375,0.0027349307,0.0009231627,0.000071941795,0.000005239765,0.04178518,0.00001103238,0.000011437724,0.000014300765,0.94999266,0.0009330016],"about_ca_topic_score_codex":0.7956809,"about_ca_topic_score_gemma":0.9981676,"teacher_disagreement_score":0.56719065,"about_ca_system_score_codex":0.008203411,"about_ca_system_score_gemma":0.0009882699,"threshold_uncertainty_score":0.9993132},"labels":[],"label_agreement":null},{"id":"W6991692764","doi":"","title":"Improving the Delivery of Complex Cancer Surgeries in Canada (Edmonton)","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; MEDLINE; Disease; Public health","score_opus":0.0138765203577217,"score_gpt":0.18011721863310654,"score_spread":0.16624069827538485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991692764","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015813187,0.0005644358,0.000030571253,0.000045898712,0.00043978865,0.0004891629,0.00074343156,0.00009189412,0.9960135],"genre_scores_gemma":[0.012175971,0.00008352167,0.000079169695,0.00011661069,0.00012280716,0.0000032185355,0.000040552026,0.00053536193,0.9868428],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976719,0.00036057454,0.00033721692,0.0005309551,0.00047177565,0.0006275696],"domain_scores_gemma":[0.998232,0.00015860065,0.0007702572,0.00062545773,0.00009666648,0.00011700421],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014389567,0.0004973185,0.0007941054,0.00045242935,0.000095282965,0.000018929535,0.0009825637,0.00021337604,0.26973385],"category_scores_gemma":[0.000013714879,0.00045415707,0.00013287064,0.0010371631,0.00026260817,0.00010390195,0.00041806223,0.00042059438,0.0001307543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002702774,0.00004410701,0.056515515,0.0006572472,0.0004681229,0.00024245956,0.00026481954,0.00026871098,0.0011030856,0.0006761017,0.8135954,0.12589413],"study_design_scores_gemma":[0.00079588714,0.000012970384,0.0045269225,0.00037048297,0.0001184785,0.0000012849606,0.0013924158,0.0002600562,0.00003599256,0.0000016435314,0.99201125,0.00047262645],"about_ca_topic_score_codex":0.9925173,"about_ca_topic_score_gemma":0.9994453,"teacher_disagreement_score":0.26960307,"about_ca_system_score_codex":0.0019994115,"about_ca_system_score_gemma":0.0024409029,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W6991700938","doi":"","title":"Hybrid Model for Optimization Of Crude Distillation Units","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Distillation; Fractionating column; Vacuum distillation; Range (aeronautics); Heat exchanger; Work (physics)","score_opus":0.018579965672158767,"score_gpt":0.2106483891198563,"score_spread":0.19206842344769753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991700938","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000754137,0.00010976542,0.7249296,0.0000053398353,0.0002842815,0.00036341642,0.00020156777,0.00017852472,0.27317342],"genre_scores_gemma":[0.16936126,0.00036384084,0.033691227,0.000022788565,0.00012604502,0.000012791425,0.014799109,0.00022031445,0.7814026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920046,0.000015345988,0.00024673747,0.00020693126,0.00017687413,0.00015365252],"domain_scores_gemma":[0.9988614,0.00001766533,0.00016060227,0.0001400768,0.00074575964,0.000074546435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049129114,0.00023946732,0.0002640042,0.00023325377,0.000052787007,0.000032431984,0.00018701625,0.00020889686,0.002374362],"category_scores_gemma":[0.000038755275,0.00028851058,0.00006693208,0.00036122522,0.000015716185,0.0003975877,0.000011136429,0.00011896334,0.0000041169474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010732092,0.000012037557,0.000004362001,0.00031360934,0.000044290424,5.578068e-7,0.00041903817,0.9635194,0.00009853681,0.000654342,0.0025933448,0.03223319],"study_design_scores_gemma":[0.00055661687,0.000031321866,0.0000033640301,0.00010994784,0.00010723381,4.1160533e-7,0.00054470834,0.98356104,0.0013190366,0.0001990887,0.01329962,0.00026763408],"about_ca_topic_score_codex":0.000007663725,"about_ca_topic_score_gemma":0.00010461543,"teacher_disagreement_score":0.69123834,"about_ca_system_score_codex":0.00017713265,"about_ca_system_score_gemma":0.00013826304,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W6991731973","doi":"","title":"Improving Pain and Symptom Management in Cancer Care in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Pain management; MEDLINE; Quality of life (healthcare); Health care; Cancer pain; Disease","score_opus":0.012401019683033693,"score_gpt":0.2085129835460798,"score_spread":0.1961119638630461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991731973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013953849,0.0006400937,0.00002075826,0.00009438424,0.000060302555,0.00062111916,0.000016079966,0.000051225612,0.99710065],"genre_scores_gemma":[0.0025765442,0.00006220347,0.00041419515,0.00009898018,0.00003809513,0.0000065866475,0.00006023875,0.00007325867,0.9966699],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920857,0.00004211105,0.00009841454,0.00033592383,0.000111769965,0.00020322701],"domain_scores_gemma":[0.9996523,0.000007930621,0.000058376045,0.00017625223,0.00002270544,0.00008242266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003800698,0.00020216579,0.00026516558,0.00031177685,0.000021411193,0.000012579038,0.00009491773,0.0001471729,0.03165416],"category_scores_gemma":[0.0000012190246,0.00020827212,0.00003317915,0.0002352752,0.000033395678,0.000034397897,0.000090653346,0.00020968342,0.000021382444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033134242,0.0002645403,0.14273603,0.0006842129,0.00024548772,0.0023725678,0.0027744966,0.0000074044433,0.0000124192975,0.00073514227,0.023615526,0.8262208],"study_design_scores_gemma":[0.0023819343,0.00013623797,0.009246025,0.0004838571,0.00017025555,0.000005163138,0.0020467995,0.000031196567,9.697957e-7,0.000011526935,0.9852795,0.00020653241],"about_ca_topic_score_codex":0.1153855,"about_ca_topic_score_gemma":0.7814967,"teacher_disagreement_score":0.96166396,"about_ca_system_score_codex":0.000901698,"about_ca_system_score_gemma":0.00014367253,"threshold_uncertainty_score":0.96923107},"labels":[],"label_agreement":null},{"id":"W6991745506","doi":"","title":"The Impact of Source-Country Gender Inequality on the Acculturation, Structural Integration and Identification of Immigrants in Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Inequality; Socioeconomic status; Social inequality; Intersectionality; Acculturation; Ethnic group; Gender inequality; Diversity (politics)","score_opus":0.014032328630391652,"score_gpt":0.2539909689530975,"score_spread":0.2399586403227058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991745506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99196124,0.00013364895,0.0000033314072,0.000041370437,0.00007667322,0.00039204382,0.00012566932,0.000004011904,0.0072620255],"genre_scores_gemma":[0.96927017,0.000052827723,0.0000015440828,0.000016717542,0.000008444021,0.0000019889883,0.0005652841,0.0000090756375,0.030073963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908525,0.000113928094,0.00026486293,0.00016546319,0.00026656545,0.00010390857],"domain_scores_gemma":[0.9992516,0.00010340733,0.00033645306,0.00017499618,0.00009693054,0.00003659964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007292195,0.00015718116,0.0002258841,0.00005950164,0.00014130028,0.000014518303,0.0001160077,0.00005345773,0.0037238619],"category_scores_gemma":[0.000041246953,0.00008631055,0.00008967599,0.00026779217,0.000035832658,0.000068253896,0.000020388137,0.00016941276,3.2356175e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064755785,0.00017473305,0.7422009,0.0004502408,0.0013515069,0.000041832307,0.012383621,0.0005054734,0.0030745214,0.0031313284,0.0008350674,0.22937518],"study_design_scores_gemma":[0.0005497128,0.00006587606,0.96282005,0.000048731967,0.00014532758,0.0000011873316,0.035312314,0.00027322024,0.00041346613,0.000040825456,0.0002486801,0.0000805912],"about_ca_topic_score_codex":0.5262908,"about_ca_topic_score_gemma":0.7158019,"teacher_disagreement_score":0.2292946,"about_ca_system_score_codex":0.0005764427,"about_ca_system_score_gemma":0.00055067474,"threshold_uncertainty_score":0.99718684},"labels":[],"label_agreement":null},{"id":"W6991775215","doi":"","title":"Immunothrombosis in Severe COVID-19 and Bacterial Sepsis, and Barriers to Biosampling-Based Translational Research","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neutrophil, Myeloperoxidase and Oxidative Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neutrophil extracellular traps; Sepsis; Septic shock; Translational research; Organ dysfunction; Disease; Pathophysiology; Peritonitis; Systemic inflammatory response syndrome","score_opus":0.033167070969667714,"score_gpt":0.2853789802129609,"score_spread":0.2522119092432932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991775215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588873,0.0012503202,0.0003843018,0.0018561783,0.0010019722,0.0016320226,0.00096439326,0.000102856095,0.033920676],"genre_scores_gemma":[0.614403,0.00038778142,0.00082744315,0.0012367815,0.000069063695,0.000027972592,0.004274111,0.00009003477,0.37868378],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978514,0.00055773766,0.00025488716,0.0007815948,0.00009256394,0.00046187255],"domain_scores_gemma":[0.99906385,0.0003386342,0.00007863588,0.00021941785,0.000120733326,0.00017871927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030357137,0.00035218592,0.00047803996,0.00093161874,0.0005018019,0.00005974753,0.00030768456,0.0006451052,0.04161439],"category_scores_gemma":[0.000114272465,0.00039811066,0.00007753711,0.00074410427,0.00015612504,0.00013006393,0.000112021895,0.0006610439,0.000036956204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01452045,0.00024770873,0.003402171,0.0016221396,0.00096132205,0.00021712859,0.009322483,0.00015691476,0.85301197,0.009754254,0.0035305056,0.10325296],"study_design_scores_gemma":[0.010122313,0.0006521403,0.007625351,0.0008765957,0.0002572532,0.000010950217,0.016875785,0.000012653154,0.06478639,0.00067890453,0.896822,0.001279687],"about_ca_topic_score_codex":0.0006669575,"about_ca_topic_score_gemma":0.004646119,"teacher_disagreement_score":0.8932915,"about_ca_system_score_codex":0.00020017584,"about_ca_system_score_gemma":0.0008835602,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W6991849935","doi":"","title":"Inclusive Physical Education in Secondary School: An Exploration of Curriculum, Current Literature, and Teacher Perspectives","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mainstream; Universal Design for Learning; Mainstreaming; Inclusion (mineral); Physical education; Professional development; Universal design; Curriculum development; Special education","score_opus":0.013266228800258453,"score_gpt":0.3175695560116612,"score_spread":0.30430332721140274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991849935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46464258,0.0013970822,0.0000079634165,0.00019545018,0.00056756946,0.000310532,0.000011649602,0.000024033627,0.5328432],"genre_scores_gemma":[0.651543,0.0013150098,0.00014393222,0.000047008827,0.0006372494,0.000006687388,0.0010568432,0.000022471697,0.34522775],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985226,0.0003645654,0.00019783407,0.00044015268,0.00030171467,0.00017312898],"domain_scores_gemma":[0.9989643,0.000025202167,0.00019213677,0.00017255977,0.00046485517,0.00018096523],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017681617,0.00019214753,0.00028438264,0.0002623235,0.0002874826,0.000097250726,0.00020264098,0.00022554233,0.014580776],"category_scores_gemma":[0.000101921796,0.00021869357,0.00009541667,0.0007198245,0.00013844858,0.0013057282,0.00005938158,0.0004578201,0.0000054571105],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006394618,0.0022368932,0.002873007,0.00015867574,0.000013504701,0.0000033835859,0.35513,0.0000013783383,0.000039157458,0.028981645,0.0003538663,0.61014456],"study_design_scores_gemma":[0.00032150396,0.00003784933,0.010555073,0.00035395083,0.000040563602,3.1246566e-7,0.86323094,0.000017100227,0.000022089831,0.0033515163,0.12180333,0.00026574137],"about_ca_topic_score_codex":0.0010737928,"about_ca_topic_score_gemma":0.012476662,"teacher_disagreement_score":0.60987884,"about_ca_system_score_codex":0.00037715037,"about_ca_system_score_gemma":0.0023936676,"threshold_uncertainty_score":0.98632},"labels":[],"label_agreement":null},{"id":"W6991905993","doi":"","title":"Issue Brief: Engaging Health System Decision-makers in Supporting Comprehensive Chronic Pain Management in Provincial and Territorial Healthcare Systems in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McMaster University","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Triacetin; Fusible alloy; Proteogenomics; Durvalumab","score_opus":0.008563035638836003,"score_gpt":0.2171006967520604,"score_spread":0.2085376611132244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991905993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0106942365,0.01409527,0.0015376883,0.0012031926,0.017853532,0.027082374,0.0022593841,0.0012997743,0.9239746],"genre_scores_gemma":[0.3086519,0.000356093,0.0013579242,0.0006803642,0.0042790603,0.00008258702,0.0005036581,0.0032046242,0.6808838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99197924,0.0028128251,0.0012077222,0.0015264999,0.0008924206,0.0015812803],"domain_scores_gemma":[0.9973554,0.0003344836,0.0011668749,0.0006327463,0.00005975827,0.00045072814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014099395,0.00088316406,0.0017431923,0.0022693381,0.00014617661,0.00011179496,0.0007062695,0.00042245982,0.0016796935],"category_scores_gemma":[0.000035890018,0.0011093478,0.000081491344,0.0016919599,0.0000892397,0.00016977354,0.0005395735,0.0011029957,0.000053976986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009690544,0.00014691068,0.055085283,0.029337725,0.0003506006,0.011229624,0.0021231382,0.0042706095,0.000006827566,0.0019697654,0.13380268,0.7607078],"study_design_scores_gemma":[0.005550897,0.00012826084,0.0014025768,0.013705389,0.00003062861,0.0000183741,0.029045751,0.004202813,2.9700584e-7,0.0000021255537,0.945015,0.0008978481],"about_ca_topic_score_codex":0.9789479,"about_ca_topic_score_gemma":0.9976769,"teacher_disagreement_score":0.81121236,"about_ca_system_score_codex":0.027902327,"about_ca_system_score_gemma":0.003584907,"threshold_uncertainty_score":0.9992329},"labels":[],"label_agreement":null},{"id":"W6991909939","doi":"","title":"Investigating Impacts of Spring Thaw on Ontario Low-Volume Roads for Improved Asset Management","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Asset management; Service (business); Christian ministry; Level of service; Service life; Spring (device)","score_opus":0.02217201719446836,"score_gpt":0.21321224171960723,"score_spread":0.19104022452513886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991909939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46025792,0.00013791479,0.00000863165,0.000046482095,0.0009785215,0.0006046459,0.0014417775,0.000048550613,0.53647554],"genre_scores_gemma":[0.11148996,0.00009683977,0.0005574488,0.00015480988,0.00019710681,0.0000013415947,0.011686416,0.00003815139,0.8757779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987338,0.000028543927,0.00023190195,0.00046302046,0.00016850996,0.00037419135],"domain_scores_gemma":[0.99933404,0.00005824944,0.00019744203,0.0002116517,0.000048657323,0.00014994868],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109069966,0.00031652482,0.0003364897,0.00023643662,0.00012446841,0.00010521381,0.00032966165,0.00021309638,0.0838369],"category_scores_gemma":[0.0000052832943,0.00032155652,0.00019323749,0.0002855748,0.00003284951,0.00018739064,0.00002955997,0.0002873525,0.00014425672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010827498,0.000110596375,0.49331632,0.008251897,0.0009842532,0.00028236955,0.009515674,0.0007054658,0.0012732358,0.000763327,0.0072926274,0.47642148],"study_design_scores_gemma":[0.0017832052,0.0008675277,0.63188744,0.0032750976,0.00085469143,0.00000384542,0.01765128,0.005740314,0.000802576,0.0004417718,0.33531287,0.0013793962],"about_ca_topic_score_codex":0.088173844,"about_ca_topic_score_gemma":0.85331005,"teacher_disagreement_score":0.76513624,"about_ca_system_score_codex":0.000058204554,"about_ca_system_score_gemma":0.000104088314,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W6991920494","doi":"","title":"Introductory Preambles to Clinical Pharmacology and Toxicology eCurriculum Resources for Canadian Medical Students","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical pharmacology; Clinical toxicology; Preamble; Curriculum; Chemist","score_opus":0.02917134694119697,"score_gpt":0.32122453702051423,"score_spread":0.2920531900793173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991920494","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09740928,0.0013010607,0.000043495846,0.0033161854,0.01737442,0.006008621,0.00438906,0.00046912825,0.86968875],"genre_scores_gemma":[0.002640404,0.0006377792,0.0006618034,0.0034948883,0.0056553525,0.000075792625,0.00034829683,0.00040272265,0.986083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920136,0.0013596117,0.00088899897,0.0020265752,0.0023020527,0.0014092071],"domain_scores_gemma":[0.9947124,0.0006213442,0.0005361893,0.0005797324,0.00061747606,0.00293286],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033133382,0.00075943174,0.0014942036,0.0016314066,0.0006493621,0.000118594806,0.002877584,0.0013946684,0.38438198],"category_scores_gemma":[0.0010204425,0.00089072215,0.0003372829,0.0012769699,0.0005956602,0.00015488504,0.002879059,0.0018684365,0.00029498126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069092767,0.0004353755,0.045802273,0.0002546393,0.0013846876,0.0017256802,0.00037257597,0.000027183112,0.000023462799,0.00010639644,0.8836652,0.06551158],"study_design_scores_gemma":[0.0025931352,0.00095000817,0.007282698,0.000078607736,0.0008705722,0.00018380163,0.0013177556,0.000018414288,0.0000033200738,0.0000069153707,0.9858738,0.0008209543],"about_ca_topic_score_codex":0.027124276,"about_ca_topic_score_gemma":0.3044581,"teacher_disagreement_score":0.384087,"about_ca_system_score_codex":0.0034520777,"about_ca_system_score_gemma":0.007849826,"threshold_uncertainty_score":0.9999017},"labels":[],"label_agreement":null},{"id":"W6991927551","doi":"","title":"Intertextuality of Paul’s Apocalyptic Discourse: An Examination of Its Cultural Relation and Heteroglossia","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Intertextuality; Heteroglossia; Meaning (existential); Relation (database); Semiotics; Optimal distinctiveness theory; Contemplation","score_opus":0.03400424768585861,"score_gpt":0.2556613092017562,"score_spread":0.22165706151589762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991927551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63156235,0.00027589008,0.000027693693,0.0000395617,0.0004266973,0.00026129125,0.00010659941,0.00005024804,0.36724967],"genre_scores_gemma":[0.7805095,0.0001136393,0.000010930684,0.000011669552,0.000059090537,0.0000011646766,0.0004501432,0.000016999868,0.21882686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99898344,0.000114677314,0.00030118422,0.00026557737,0.00020433981,0.00013079916],"domain_scores_gemma":[0.9991346,0.00004747445,0.00036801072,0.00010878147,0.00029326032,0.000047892863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009222819,0.00019157141,0.00031557452,0.00019745194,0.00013722177,0.000059450715,0.00014499767,0.00014054109,0.009878993],"category_scores_gemma":[0.000021532835,0.00017457148,0.000096901764,0.00015371766,0.00016459366,0.00057460635,0.00004744497,0.00015455624,0.000012598379],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042081496,0.00021038287,0.000279864,0.0017797193,0.00041347687,0.0000070433543,0.14900891,0.0000115517605,0.00065087306,0.08542089,0.0010888536,0.7607076],"study_design_scores_gemma":[0.002442468,0.0021282586,0.1362362,0.0027938832,0.0013253841,0.0000021800317,0.689326,0.0044375416,0.0014559692,0.00096063764,0.15743355,0.0014579325],"about_ca_topic_score_codex":0.00021485366,"about_ca_topic_score_gemma":0.00479961,"teacher_disagreement_score":0.7592497,"about_ca_system_score_codex":0.000050201135,"about_ca_system_score_gemma":0.000013289341,"threshold_uncertainty_score":0.9910261},"labels":[],"label_agreement":null},{"id":"W6991936329","doi":"","title":"Interprofessional Education Readiness among Health Science Learners: A 3-year cohort","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interprofessional education; Cohort; Health science; Cohort study; Health care; MEDLINE; Health education; Higher education","score_opus":0.01505569492034491,"score_gpt":0.256090167962527,"score_spread":0.24103447304218206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991936329","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090915925,0.00015440436,0.000045291043,0.00011721162,0.0013386314,0.0010622656,0.0001803488,0.0006574108,0.99553525],"genre_scores_gemma":[0.0017946678,0.000034723445,0.00092170294,0.00020100999,0.00024849334,0.000009973959,0.0003176315,0.0007926416,0.99567914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607325,0.00029520015,0.00028237814,0.0013757484,0.0011621272,0.00081131555],"domain_scores_gemma":[0.9977308,0.000024435916,0.0007486772,0.00090139627,0.000107290994,0.00048742435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052846613,0.0005537052,0.0006022306,0.0024876008,0.00058085757,0.00012128723,0.0018156894,0.00023803416,0.70276946],"category_scores_gemma":[0.000026474501,0.0006401882,0.00016215848,0.0043877736,0.00102974,0.00051223615,0.0013148162,0.0009042772,0.0024611275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019365332,0.000358042,0.2315031,0.00018053442,0.00014753306,0.000042908367,0.00048640216,0.000013812075,0.00002766082,0.005145976,0.7144699,0.047430452],"study_design_scores_gemma":[0.00057540264,0.00008306032,0.0067460677,0.00069456565,0.00007124636,0.000007785909,0.00923807,0.00002680318,0.000003281967,0.000019131008,0.98191136,0.00062324584],"about_ca_topic_score_codex":0.0045830165,"about_ca_topic_score_gemma":0.0024000087,"teacher_disagreement_score":0.7003083,"about_ca_system_score_codex":0.0032810033,"about_ca_system_score_gemma":0.0059863874,"threshold_uncertainty_score":0.99964875},"labels":[],"label_agreement":null},{"id":"W6992011038","doi":"","title":"Investigating The Suitability of Electrified Powertrain Alternatives for Refuse Trucks with Emphasis in The City of Hamilton","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Powertrain; Electrification; Diesel fuel; Fuel efficiency; Payload (computing); Automotive industry; Municipal solid waste","score_opus":0.01530056201290684,"score_gpt":0.2263113985212968,"score_spread":0.21101083650838998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992011038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380077,0.00012644836,0.00011935325,0.000022199241,0.000071098446,0.00048448986,0.00006951177,0.000022730801,0.061076462],"genre_scores_gemma":[0.9844336,0.000051887768,0.0003056719,0.000012642829,0.000015846037,0.000009128133,0.000085658394,0.000025556363,0.015060003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999068,0.000109119435,0.00023413112,0.00018639684,0.00021421393,0.00018813022],"domain_scores_gemma":[0.99923927,0.00023509664,0.00016755269,0.00027181365,0.000059034424,0.000027264507],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029909116,0.00018660762,0.0002659836,0.00010671096,0.00011612834,0.000011912718,0.0005182017,0.00009392463,0.0021366258],"category_scores_gemma":[0.000024084784,0.00013005437,0.00009199467,0.0006208811,0.000064800115,0.0001058303,0.00001828843,0.0003714378,1.3606636e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002526649,0.0005413401,0.08316434,0.005780522,0.0010797989,0.000035395962,0.18634807,0.029074635,0.030020153,0.004373637,0.00054057606,0.6565149],"study_design_scores_gemma":[0.0099692615,0.0022981074,0.20068392,0.0020593621,0.00082068075,0.00001777745,0.23067826,0.037995435,0.1124646,0.0010999036,0.39938915,0.0025235438],"about_ca_topic_score_codex":0.00020486035,"about_ca_topic_score_gemma":0.0016679786,"teacher_disagreement_score":0.65399134,"about_ca_system_score_codex":0.00008762912,"about_ca_system_score_gemma":0.00006971432,"threshold_uncertainty_score":0.99877554},"labels":[],"label_agreement":null},{"id":"W6992015761","doi":"","title":"Johannine Portrayal of Jesus: Mapping “I Am” in the Gospel of John","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Gospel; Interpretation (philosophy); Phrase; Extant taxon; Reflexive pronoun; Biblical studies","score_opus":0.02824620603753923,"score_gpt":0.2172143351784763,"score_spread":0.18896812914093708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992015761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037196506,0.0003148675,0.000008994463,0.000095216696,0.00043257533,0.00021274334,0.000055866494,0.00002300538,0.9616602],"genre_scores_gemma":[0.24305119,0.00022730844,0.000027726328,0.00009775383,0.00016885537,0.0000019442562,0.00022654902,0.000030346184,0.7561683],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901664,0.00005694861,0.00031823202,0.00019808776,0.0002358617,0.00017422864],"domain_scores_gemma":[0.99931353,0.00007011113,0.00030519546,0.00014144598,0.000148779,0.00002092387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010913431,0.0001755104,0.00033273263,0.00032670083,0.000094691306,0.000035417765,0.00033992878,0.00010549167,0.03534962],"category_scores_gemma":[0.000015018065,0.00014193945,0.00016912818,0.0003972508,0.00011632438,0.00012510814,0.00004618809,0.00022198416,0.000026204396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085825525,0.00048459906,0.0020192869,0.0026750776,0.0010260682,0.0001323744,0.4051555,0.00008587117,0.00019435717,0.26508856,0.056541357,0.26573867],"study_design_scores_gemma":[0.00044391962,0.00014670758,0.005795932,0.00048768293,0.00010786845,3.1037698e-7,0.2557484,0.00008024,0.00005280242,0.00027383765,0.7366548,0.0002075069],"about_ca_topic_score_codex":0.0013500953,"about_ca_topic_score_gemma":0.011300739,"teacher_disagreement_score":0.68011343,"about_ca_system_score_codex":0.000029686295,"about_ca_system_score_gemma":0.000027291073,"threshold_uncertainty_score":0.9655322},"labels":[],"label_agreement":null},{"id":"W6992366861","doi":"","title":"Lateral Torsional Buckling Strength of Sinusoidal Corrugated Web Plate Girders","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flange; Girder; Flexural strength; Buckling; Range (aeronautics); Torsion constant; Foundation (evidence)","score_opus":0.005592600996660833,"score_gpt":0.18241305602617358,"score_spread":0.17682045502951274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992366861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79734266,0.00017380898,0.000010776231,0.000007013222,0.0009842734,0.00015521477,0.00019598383,0.00034755666,0.20078275],"genre_scores_gemma":[0.6806044,0.000040939696,0.00034330942,0.00000720868,0.00006790771,9.646594e-7,0.0013329407,0.000096712785,0.31750563],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844843,0.00005725718,0.00032338483,0.00039909736,0.00041272794,0.00035911924],"domain_scores_gemma":[0.99931866,0.000056469566,0.00017239772,0.00025924362,0.00007956099,0.000113683505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045447876,0.00041863733,0.00051332486,0.0004457022,0.00014803323,0.000038374365,0.00047766083,0.0002808388,0.115236245],"category_scores_gemma":[0.0000092405535,0.0005111152,0.00029258712,0.00078976346,0.000035626057,0.00017439252,0.000092311944,0.0006391009,0.0000265547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025408645,0.00023702519,0.011004452,0.0037253825,0.008450891,0.0016001259,0.009539501,0.43985158,0.23152126,0.0012667637,0.0077954293,0.2824667],"study_design_scores_gemma":[0.008795958,0.0005853623,0.0146269305,0.0016793883,0.0038864417,0.000055128967,0.03327201,0.20152827,0.09357943,0.00019743951,0.6351159,0.0066777514],"about_ca_topic_score_codex":0.00036473267,"about_ca_topic_score_gemma":0.00077156245,"teacher_disagreement_score":0.62732047,"about_ca_system_score_codex":0.00033107935,"about_ca_system_score_gemma":0.00008301727,"threshold_uncertainty_score":0.99973404},"labels":[],"label_agreement":null},{"id":"W6992399135","doi":"","title":"Literature review of Canadian sex workers' experiences with police interactions, healthcare access, and social exclusion","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decriminalization; Legislation; Health care; Empowerment; Social exclusion; Action (physics); Social care","score_opus":0.03455774478355473,"score_gpt":0.292077407638914,"score_spread":0.25751966285535927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992399135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013660826,0.070598386,0.0000030370759,0.002475654,0.00071680936,0.0010357179,0.0013677339,0.000167646,0.9222689],"genre_scores_gemma":[0.0180306,0.06343675,0.00018427595,0.0007516629,0.0006104758,0.000015603508,0.0008927139,0.0002964074,0.9157815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967034,0.00030482106,0.00046662102,0.0009881879,0.00092592795,0.0006110418],"domain_scores_gemma":[0.99743587,0.00004844265,0.0008016983,0.0004273046,0.0008456705,0.00044104265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029439558,0.0006702041,0.0010148871,0.0024276085,0.0003744366,0.00030988178,0.00078254374,0.00047987496,0.01875883],"category_scores_gemma":[0.000021676466,0.0006233562,0.00022396147,0.0057136267,0.00029785337,0.0008626433,0.00061876903,0.0011971258,0.00005536286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039113348,0.000101133846,0.0061995303,0.12093242,0.0012049184,0.0033685789,0.06453852,0.0000014942349,0.000019108624,0.0004978131,0.58351314,0.21923219],"study_design_scores_gemma":[0.00020562342,0.00006621647,0.00016942431,0.062704824,0.00040332758,0.00026157504,0.02340388,0.0000013122936,0.000011339825,0.0000039075694,0.91222334,0.0005452121],"about_ca_topic_score_codex":0.24762143,"about_ca_topic_score_gemma":0.5686442,"teacher_disagreement_score":0.3287102,"about_ca_system_score_codex":0.0018246593,"about_ca_system_score_gemma":0.00418621,"threshold_uncertainty_score":0.99962175},"labels":[],"label_agreement":null},{"id":"W6992658419","doi":"","title":"MATERIALS, SENSORS, AND MANUFACTURING METHODS FOR NEXT GENERATION OF PERSONAL PROTECTIVE EQUIPMENT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"FedDev Ontario; McMaster University","keywords":"Filtration (mathematics); Air filter; Polypropylene; Personal protective equipment; Respirator; Filter (signal processing); Economic shortage; Molding (decorative); Raw material","score_opus":0.03828955231403778,"score_gpt":0.2872790835568392,"score_spread":0.2489895312428014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992658419","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89823484,0.00041273484,0.073885135,0.00034245607,0.0026951865,0.0064324634,0.0008366866,0.00047991922,0.01668056],"genre_scores_gemma":[0.023085097,0.00023972447,0.3137798,0.000062522304,0.0007029956,0.00021792365,0.0021764368,0.00022916317,0.6595063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845785,0.00016080316,0.00028706528,0.0005779354,0.00021116513,0.00030517118],"domain_scores_gemma":[0.9991448,0.0001411982,0.00034402654,0.00017002271,0.000110577814,0.00008940505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033650402,0.0002660725,0.0003906271,0.0001785912,0.00021721577,0.00007724253,0.00025242957,0.00030658284,0.007632817],"category_scores_gemma":[0.00001794461,0.00028010894,0.000080954414,0.00019185773,0.00009977519,0.00015086128,0.00009209606,0.000117965385,0.000019904834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001686591,0.000025633446,0.0000010314682,0.00042015468,0.00004650977,0.000002133048,0.00073209644,0.0000017550819,0.8954287,0.0004572536,0.00019569606,0.10252035],"study_design_scores_gemma":[0.00045122302,0.00013404079,0.00008949637,0.000112409005,0.00013717367,0.0000022362894,0.0014773546,0.00017769034,0.9780798,0.00049302215,0.018569503,0.0002760806],"about_ca_topic_score_codex":0.00011480659,"about_ca_topic_score_gemma":0.000107988286,"teacher_disagreement_score":0.8751498,"about_ca_system_score_codex":0.00018501842,"about_ca_system_score_gemma":0.00009574897,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W6992781513","doi":"","title":"Microbial Communities in Bentonite Analogues of a Deep Geologic Repository","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Microcosm; Bentonite; Microbial population biology; Incubation; Heterotroph; Carbon fibers; Community structure; Total organic carbon; Anaerobic exercise; Thermophile","score_opus":0.014679047303826052,"score_gpt":0.22633517479449008,"score_spread":0.21165612749066404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992781513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65318316,0.00038198868,0.0000084709245,0.0000134615075,0.0008622447,0.00010779262,0.000044455926,0.00004417119,0.34535426],"genre_scores_gemma":[0.50838596,0.00007582351,0.00013118704,0.000016245958,0.00005390474,0.0000015113097,0.00033480884,0.000021215328,0.49097934],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988736,0.00016412126,0.00032398565,0.000269072,0.00013835049,0.00023086208],"domain_scores_gemma":[0.99929696,0.00008280316,0.00020500884,0.00026221774,0.00010800974,0.000044998833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008920758,0.00023353934,0.0003722854,0.00037502142,0.000102356564,0.000080543876,0.0004293479,0.00024557734,0.035109315],"category_scores_gemma":[0.0000063070443,0.0002460244,0.0001610466,0.00034293096,0.00010783661,0.00018692727,0.00011642193,0.0003651928,0.00008772395],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014057086,0.00069367373,0.003968665,0.002506172,0.00032014004,0.0013376932,0.05078069,0.0022934475,0.8924277,0.0042045596,0.0029000542,0.03716149],"study_design_scores_gemma":[0.002660708,0.0008105358,0.009035444,0.0051553138,0.0012221169,0.00011969771,0.30571082,0.0030905707,0.18480985,0.0011281847,0.4835415,0.0027152789],"about_ca_topic_score_codex":0.007588344,"about_ca_topic_score_gemma":0.08026572,"teacher_disagreement_score":0.7076179,"about_ca_system_score_codex":0.0001511572,"about_ca_system_score_gemma":0.000069388414,"threshold_uncertainty_score":0.9999992},"labels":[],"label_agreement":null},{"id":"W6992833292","doi":"","title":"The most common self-reported reasons for calling EMS: A cross-sectional survey of frequent callers in Ontario","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Misinformation; Data collection; MEDLINE","score_opus":0.04323841103764916,"score_gpt":0.2597643503822421,"score_spread":0.21652593934459294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992833292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00678126,0.00034961864,0.00011978156,0.000016887683,0.0008681017,0.00150992,0.0020617826,0.0004128,0.9878799],"genre_scores_gemma":[0.004354815,0.000025178508,0.00044516913,0.000015590096,0.00006228595,0.00000934219,0.000516332,0.0008298778,0.9937414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967966,0.0003504143,0.00065377326,0.0009610643,0.00056433614,0.00067382376],"domain_scores_gemma":[0.9977454,0.000344318,0.00074763026,0.0007249907,0.00026219137,0.00017548302],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089572096,0.00061047846,0.00071758515,0.0007053672,0.00017387855,0.00017912523,0.00086201663,0.00067607174,0.027076501],"category_scores_gemma":[0.00007392414,0.00058536377,0.00030923524,0.001497816,0.0003281471,0.000118816104,0.00031499786,0.00092281855,0.0003252469],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011035791,0.0003598587,0.85417885,0.00035766553,0.0035909482,0.00047932856,0.0006660709,0.00057515554,0.00004381926,0.0015612082,0.13588835,0.0011951432],"study_design_scores_gemma":[0.0014910973,0.00007378314,0.10569664,0.0003576739,0.00021689739,0.0000149750185,0.00017125538,0.00022873677,0.0000069676435,0.000048018035,0.89115113,0.00054282654],"about_ca_topic_score_codex":0.5314369,"about_ca_topic_score_gemma":0.9829021,"teacher_disagreement_score":0.7552628,"about_ca_system_score_codex":0.0027693126,"about_ca_system_score_gemma":0.0011845998,"threshold_uncertainty_score":0.9996598},"labels":[],"label_agreement":null},{"id":"W6992893262","doi":"","title":"Municipal Social Procurement Policies in Canada: An Environmental Scan and Recommendations for Hamilton","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Procurement; Purchasing; Purchasing power; Social policy; Process (computing); Chief procurement officer; Local community","score_opus":0.04417182311270204,"score_gpt":0.2561472600076334,"score_spread":0.21197543689493134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992893262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14539878,0.0015262425,0.000024730782,0.001639581,0.0015006189,0.0039610425,0.014853398,0.00026467888,0.83083093],"genre_scores_gemma":[0.23503299,0.0005317354,0.00049845723,0.00016530073,0.00051982387,0.000041296476,0.0027295796,0.00045930545,0.7600215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724805,0.00015204106,0.00041472586,0.0008377777,0.000670228,0.00067717733],"domain_scores_gemma":[0.9991056,0.000043766704,0.00028816794,0.0002891105,0.00005584792,0.00021750577],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027948312,0.00055273337,0.0005928198,0.00062564074,0.00027727813,0.000103690276,0.00044309176,0.00028260166,0.009609106],"category_scores_gemma":[0.0000088178795,0.0006801063,0.00013127648,0.0005392861,0.00015914804,0.00030682184,0.00037389144,0.0005642304,0.000027103151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010543265,0.0009689466,0.01751022,0.0031740782,0.0022252826,0.0010384454,0.030223023,0.00019281417,0.0017768566,0.0032273924,0.21453021,0.7240784],"study_design_scores_gemma":[0.00089744973,0.00011184459,0.0024428633,0.00021201558,0.00039646935,0.000017733988,0.014287419,0.00015516052,0.000041244308,0.00003721262,0.9807419,0.00065867323],"about_ca_topic_score_codex":0.8115848,"about_ca_topic_score_gemma":0.9895459,"teacher_disagreement_score":0.7662117,"about_ca_system_score_codex":0.016001659,"about_ca_system_score_gemma":0.0033370615,"threshold_uncertainty_score":0.999565},"labels":[],"label_agreement":null},{"id":"W6992979126","doi":"","title":"Monitoring water quality for recreational use in nearshore waters of Eastern Georgian Bay","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bay; Water quality; Recreation; Benthic zone; Hydrology (agriculture); Water column; Nutrient; Georgian","score_opus":0.053970368556698296,"score_gpt":0.27926460216093035,"score_spread":0.22529423360423206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992979126","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660827,0.0000036959461,0.00013738895,0.00010087221,0.00058942434,0.00052122015,0.000115113566,0.000050415238,0.03239918],"genre_scores_gemma":[0.28180823,0.000014271767,0.0006643607,0.000017199283,0.000047599566,0.0000069399684,0.0006208842,0.000037899645,0.7167826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819595,0.00019522048,0.00039623483,0.00046868762,0.000365797,0.0003780992],"domain_scores_gemma":[0.99938107,0.000086915,0.00017505916,0.00022905496,0.000028064764,0.00009981278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031581675,0.00025765158,0.0003339185,0.00014425324,0.00010273436,0.00004847101,0.00033062353,0.0002584055,0.01702046],"category_scores_gemma":[0.000013584791,0.00024470652,0.00016545989,0.00026009348,0.000073684685,0.00039559248,0.0001295276,0.00019629988,0.0002082671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019529867,0.00034683893,0.8460398,0.00086286524,0.00023866589,0.000062540006,0.02019525,0.0041314033,0.011292441,0.000503931,0.00048273776,0.11389058],"study_design_scores_gemma":[0.002203587,0.00014519118,0.82539284,0.00061363634,0.00012649262,8.68404e-7,0.013484771,0.00024175548,0.023708722,0.0003655543,0.13277872,0.0009378325],"about_ca_topic_score_codex":0.0032621832,"about_ca_topic_score_gemma":0.0053266217,"teacher_disagreement_score":0.6843834,"about_ca_system_score_codex":0.00039733746,"about_ca_system_score_gemma":0.00002645568,"threshold_uncertainty_score":0.9978843},"labels":[],"label_agreement":null},{"id":"W6992981333","doi":"","title":"Musculoskeletal Medicine in Undergraduate Medical Education","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Strengths and weaknesses; Work (physics); Perception; Session (web analytics); Exploratory research; Musculoskeletal disease; Product (mathematics); Situated","score_opus":0.006847249436480107,"score_gpt":0.26105919429009383,"score_spread":0.2542119448536137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992981333","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08211345,0.0018872941,0.00006383155,0.005257422,0.0011849493,0.00069091166,0.0000036255867,0.000075104224,0.9087234],"genre_scores_gemma":[0.061735447,0.001025478,0.00033738094,0.00045041944,0.00032591517,0.00000783844,0.0028032458,0.000078791585,0.93323547],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974803,0.00019474166,0.0004556567,0.0007033768,0.0008165513,0.00034938194],"domain_scores_gemma":[0.9987501,0.00007586035,0.00019428476,0.0003574606,0.00027145224,0.00035084918],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016919579,0.0004074704,0.00072068005,0.0005910753,0.000081321414,0.000015642223,0.00022083515,0.0007001076,0.13122256],"category_scores_gemma":[0.00032228656,0.00039067547,0.00031982892,0.0011596289,0.00013472154,0.00014813796,0.000049420865,0.000763708,0.00006344216],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037674428,0.00084293884,0.0044645565,0.003137692,0.00017134329,0.00032761408,0.0010561005,0.0000033812862,0.00026850402,0.004855721,0.0055727633,0.97892267],"study_design_scores_gemma":[0.009764543,0.0011722285,0.12796442,0.011665173,0.0011291766,0.00007065152,0.05872869,0.00026454678,0.000053115255,0.0016864856,0.78610915,0.0013918048],"about_ca_topic_score_codex":0.0009067126,"about_ca_topic_score_gemma":0.008173307,"teacher_disagreement_score":0.97753084,"about_ca_system_score_codex":0.0003407095,"about_ca_system_score_gemma":0.0017805514,"threshold_uncertainty_score":0.9998545},"labels":[],"label_agreement":null},{"id":"W6992989582","doi":"","title":"Navigating the Death of a Child: an analysis of 19th and early 20th century child commemoration rates in rural Cambridgeshire, England","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Historical record; Socioeconomic status; Period (music); Fertility; Logistic regression; Upper class; Social class","score_opus":0.011784441517012747,"score_gpt":0.2787564137478502,"score_spread":0.26697197223083746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992989582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826365,0.0008458227,0.0000047802237,0.000065136584,0.00029783236,0.00041368106,0.00014516244,0.000017192804,0.11557391],"genre_scores_gemma":[0.9833591,0.00019210455,0.000015559302,0.000049219965,0.000048973423,0.0000025679083,0.0011265923,0.000026190466,0.015179703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985305,0.00026557693,0.00038527278,0.00036886754,0.00019270163,0.00025709564],"domain_scores_gemma":[0.999121,0.00006029758,0.0003916385,0.00027892948,0.00006192631,0.00008621833],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019931598,0.0002622502,0.0005130599,0.00027627248,0.00013120314,0.000033263317,0.00023756575,0.00020508688,0.0017827688],"category_scores_gemma":[0.00000376849,0.00023131777,0.00013474998,0.0008866206,0.00006162447,0.00014760988,0.000050040024,0.0005847178,0.000003415161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001644588,0.00066604913,0.665597,0.0014069299,0.0026713083,0.00009612984,0.08857276,0.000065831555,0.00011543093,0.016891211,0.000065172884,0.22220755],"study_design_scores_gemma":[0.001876521,0.00040902675,0.89041734,0.0012351954,0.0017061838,0.000004989787,0.10017128,0.00020723788,0.0001910009,0.00004112356,0.0034159906,0.00032410168],"about_ca_topic_score_codex":0.0145307565,"about_ca_topic_score_gemma":0.020271404,"teacher_disagreement_score":0.22482032,"about_ca_system_score_codex":0.00008726458,"about_ca_system_score_gemma":0.000036267083,"threshold_uncertainty_score":0.9991297},"labels":[],"label_agreement":null},{"id":"W6993007704","doi":"","title":"A NUMERICAL STUDY ON THE FLOW DIVERGENCE AROUND A HIGH SOLIDITY VERTICAL AXIS WIND TURBINE","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Solidity; Turbine; Aspect ratio (aeronautics); Tip-speed ratio; Flow (mathematics); Reynolds number; Vertical axis wind turbine; Divergence (linguistics)","score_opus":0.016005104277114445,"score_gpt":0.20988121575524862,"score_spread":0.1938761114781342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993007704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69484663,0.00005456701,0.00047795568,0.0000839386,0.0014908899,0.0007894173,0.00003104961,0.0002325526,0.30199304],"genre_scores_gemma":[0.8236693,0.000019278852,0.000049252307,0.000030037583,0.00011202457,0.0000037372793,0.00010470721,0.000051626317,0.17596005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980705,0.00011800249,0.00019782857,0.00046638778,0.00061549025,0.0005318049],"domain_scores_gemma":[0.99913925,0.00012677853,0.000029236615,0.00042918185,0.000073857576,0.00020169072],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000098477096,0.00041464993,0.00038128093,0.00014052312,0.00018643396,0.00009070122,0.00063825597,0.00023087724,0.025044395],"category_scores_gemma":[0.000026218864,0.00034001132,0.00013171961,0.00052318355,0.000033939818,0.00013417989,0.00010341594,0.0007143599,0.0007472391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008243634,0.004692275,0.03849119,0.0018976224,0.0087984875,0.0051518623,0.02448012,0.3994029,0.0018579313,0.0047796266,0.055342626,0.44686174],"study_design_scores_gemma":[0.01030459,0.0040313075,0.3428308,0.0012254032,0.00094514526,0.000018366596,0.056348648,0.100766025,0.0057672816,0.00039292916,0.4709497,0.006419769],"about_ca_topic_score_codex":0.00017571817,"about_ca_topic_score_gemma":0.0001340544,"teacher_disagreement_score":0.44044197,"about_ca_system_score_codex":0.00033351063,"about_ca_system_score_gemma":0.00011262968,"threshold_uncertainty_score":0.99990517},"labels":[],"label_agreement":null},{"id":"W6993094464","doi":"","title":"THE NATURE, EMERGENCE, AND IMPACT OF ENTREPRENEURIAL IDENTITY IN AN ENTREPRENEURSHIP EDUCATION CONTEXT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Identity (music); Context (archaeology); Entrepreneurship education; Identity formation; Organizational identity; New Ventures","score_opus":0.014237635691395826,"score_gpt":0.26085819870445076,"score_spread":0.24662056301305493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993094464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93418175,0.00087286305,3.5601104e-7,0.000059936025,0.001736091,0.00035284852,0.000009626686,0.00005439475,0.06273212],"genre_scores_gemma":[0.93654895,0.000763288,0.0000028522063,0.00006312272,0.00045288526,0.000004345535,0.0001838132,0.00003633745,0.061944403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849904,0.000053819524,0.00032590798,0.00051952596,0.00029045096,0.00031123418],"domain_scores_gemma":[0.9988449,0.00009099049,0.00048440433,0.0003072564,0.0002457353,0.000026663012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001756993,0.00030706156,0.00033137316,0.0003623141,0.00024448472,0.0002659438,0.00056860194,0.00024915003,0.003883066],"category_scores_gemma":[0.00010807519,0.00025955666,0.00017728846,0.0011023001,0.00009108296,0.0014359601,0.0001901071,0.00036027082,0.0000351119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005446632,0.00013724533,0.6976048,0.0002663557,0.00012478908,0.000015406695,0.00065166457,0.000052115625,0.00008835157,0.009296942,0.0015435686,0.28967413],"study_design_scores_gemma":[0.000954652,0.00007350625,0.9216276,0.000443752,0.0002793654,7.3756956e-7,0.03541911,0.00008469216,0.000058091253,0.00348505,0.036959786,0.00061368704],"about_ca_topic_score_codex":0.0050919615,"about_ca_topic_score_gemma":0.06492841,"teacher_disagreement_score":0.28906044,"about_ca_system_score_codex":0.0000539313,"about_ca_system_score_gemma":0.000102409,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W6993103425","doi":"","title":"Neocortical Long-Term Depression and Depotentiation in the Adult Freely Moving Rat","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Tachyphylaxis; Long-term potentiation; Field (mathematics); Noise (video)","score_opus":0.027779312376424083,"score_gpt":0.270758353591936,"score_spread":0.24297904121551192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993103425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94886625,0.00005987354,0.000030520736,0.0001341942,0.00043554345,0.0005539938,0.000005126064,0.000045906945,0.04986857],"genre_scores_gemma":[0.86858463,0.00055053766,0.000005635693,0.00056716823,0.000053083364,0.0000048560855,0.000006594827,0.000026753805,0.13020073],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99747723,0.00054624706,0.00020132733,0.0008165011,0.0005027537,0.0004559266],"domain_scores_gemma":[0.9991881,0.00027829944,0.00013397598,0.00024467226,0.000044475375,0.00011047689],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009303163,0.00026161896,0.00021419371,0.00029580056,0.0003804753,0.00017225122,0.00075328536,0.0002148833,0.0043445164],"category_scores_gemma":[0.00015485552,0.0002218994,0.00007437952,0.0008265005,0.00016531137,0.00046822423,0.00015369222,0.000817328,0.000050459643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064471335,0.00034215112,0.046964955,0.00023238742,0.000007813092,0.005986793,0.0012876064,0.000024188928,0.6517659,0.00037831368,0.00034084375,0.29202434],"study_design_scores_gemma":[0.0073009087,0.0008599138,0.37510452,0.0007903317,0.0004048407,0.0005347618,0.0031513788,0.0075769676,0.5908848,0.00015081353,0.011134223,0.0021065162],"about_ca_topic_score_codex":0.000023883409,"about_ca_topic_score_gemma":0.00034069532,"teacher_disagreement_score":0.32813957,"about_ca_system_score_codex":0.00004902512,"about_ca_system_score_gemma":0.00004610049,"threshold_uncertainty_score":0.99656564},"labels":[],"label_agreement":null},{"id":"W6995523364","doi":"","title":"Patient and clinician experiences of post-discharge virtual care following non-elective surgery: A qualitative descriptive study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Telehealth; Virtual patient; Reflexivity; Psychological intervention; Qualitative research; Telemedicine; Descriptive statistics; Sample (material); Scope of practice","score_opus":0.029428025072246625,"score_gpt":0.3285334101566498,"score_spread":0.29910538508440315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995523364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97780204,0.00028463465,0.000014700003,0.000030136613,0.00072339794,0.0018638545,0.00009263024,0.000036421923,0.019152215],"genre_scores_gemma":[0.9774927,0.00002404865,0.0000878528,0.00009913113,0.000048709433,0.000040942847,0.0010335712,0.000044494882,0.02112854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972937,0.00046417172,0.00061671133,0.0006338156,0.0006359708,0.0003556093],"domain_scores_gemma":[0.9982794,0.00031528246,0.00065263547,0.00020011349,0.00035960373,0.00019298888],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025365027,0.00037151139,0.00094682944,0.00056424,0.00030931318,0.000015384463,0.000117794865,0.0001385233,0.012033369],"category_scores_gemma":[0.0001079323,0.00038578705,0.00024771923,0.00074523187,0.000064454456,0.00023013697,0.00009085465,0.00043939555,0.0000025965535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001957455,0.00030567084,0.011232678,0.00026567592,0.0004779979,0.00019182822,0.8541852,3.0858394e-7,0.00007659773,0.000024242603,0.00021861862,0.13106371],"study_design_scores_gemma":[0.0023924492,0.006461806,0.011898367,0.00024752037,0.0006642514,0.000003128973,0.97283334,0.0000032660741,0.0002860948,0.0000033636582,0.0049094325,0.00029698387],"about_ca_topic_score_codex":0.001977538,"about_ca_topic_score_gemma":0.0025504061,"teacher_disagreement_score":0.13076672,"about_ca_system_score_codex":0.0003887454,"about_ca_system_score_gemma":0.00066122797,"threshold_uncertainty_score":0.9998594},"labels":[],"label_agreement":null},{"id":"W6995553876","doi":"","title":"Panel Summary: Improving Pain and Symptom Management in Cancer Care in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Cancer; Pain management; Cancer pain; MEDLINE; Care pathway; Pain medicine; Health care","score_opus":0.01008038849097621,"score_gpt":0.19598110962472123,"score_spread":0.18590072113374503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995553876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0090898415,0.003740944,0.000056175915,0.000013049323,0.00009832666,0.0005283077,0.000058416113,0.000020456331,0.98639446],"genre_scores_gemma":[0.0050399704,0.00014496483,0.00023615928,0.000042903437,0.000049031354,0.0000034205964,0.0002646045,0.0000973668,0.99412155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990893,0.00008979489,0.00009594351,0.00043140433,0.00008782554,0.00020572338],"domain_scores_gemma":[0.9996155,0.0000023866198,0.0000790593,0.00021175365,0.000019315363,0.00007197184],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006898786,0.00020842234,0.00016966536,0.00017711514,0.000014034222,0.000015621506,0.00016186509,0.0002590082,0.0056705847],"category_scores_gemma":[0.0000023396078,0.0002506489,0.000032531036,0.00012272166,0.000037516988,0.000004321165,0.00025328615,0.000112781454,0.0000031772158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059295597,0.00017462722,0.14894095,0.0015091662,0.000488723,0.00063103903,0.0012472357,0.00026475795,0.0035288255,0.00008830497,0.13943423,0.7030992],"study_design_scores_gemma":[0.0011055227,0.00004908734,0.003996056,0.00025304995,0.00004288192,6.285452e-7,0.0008021229,0.000017029111,0.00004558725,0.0000032404562,0.9934019,0.0002828963],"about_ca_topic_score_codex":0.032631326,"about_ca_topic_score_gemma":0.70006543,"teacher_disagreement_score":0.85396767,"about_ca_system_score_codex":0.00041086835,"about_ca_system_score_gemma":0.00016504685,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W6995607999","doi":"","title":"“OUR BODIES ARE MADE OF WATER”: CO-CREATION OF KNOWLEDGE ABOUT WATER INSECURITY AND MATERNAL HEALTH WITH HAUDENOSAUNEE WOMEN AT SIX NATIONS OF THE GRAND RIVER.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures; Department of Anthropology, McMaster University; McMaster University","keywords":"Photovoice; Participatory action research; General partnership; Traditional knowledge; Indigenous; Qualitative research; Maternal health; Agency (philosophy); Reflexivity","score_opus":0.011384988460753436,"score_gpt":0.25048213645703027,"score_spread":0.23909714799627682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995607999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854381,0.0001180837,0.0000040533646,0.0003528048,0.00032749533,0.00055504806,0.0003450706,0.000037867543,0.012821455],"genre_scores_gemma":[0.89902073,0.00009797703,0.000017785025,0.000018052275,0.000034976623,0.0000029525954,0.00039457285,0.00003742682,0.1003755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984562,0.00019356745,0.00039917504,0.0003345917,0.00030648173,0.00030997582],"domain_scores_gemma":[0.99893695,0.00003507067,0.00044715372,0.00024094281,0.00025408965,0.00008577241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238492,0.00028069524,0.0005698553,0.00038887848,0.0003058542,0.00002951179,0.00032091947,0.00018097112,0.0008788242],"category_scores_gemma":[0.0000062980703,0.00018893994,0.00011591648,0.00025382036,0.00017869296,0.00019329954,0.00012598821,0.00019815471,0.0000073075234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015410768,0.0012537271,0.5377879,0.027224816,0.0013048837,0.00003679715,0.3782313,0.00012031214,0.015397485,0.0003659244,0.0030812705,0.019784799],"study_design_scores_gemma":[0.0063800463,0.0005412357,0.54515654,0.0037980455,0.0003458295,0.000011472738,0.017720455,0.000022754131,0.39946944,0.00038369253,0.025567532,0.0006029577],"about_ca_topic_score_codex":0.00072622026,"about_ca_topic_score_gemma":0.008241944,"teacher_disagreement_score":0.38407195,"about_ca_system_score_codex":0.00024742214,"about_ca_system_score_gemma":0.00003590365,"threshold_uncertainty_score":0.9622509},"labels":[],"label_agreement":null},{"id":"W6995660450","doi":"","title":"Parallel payers and preferred access [electronic resource]","year":2007,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Workplace Safety and Insurance Board","keywords":"Payment; Key (lock); Confidentiality; Government (linguistics); Quality (philosophy)","score_opus":0.019391387265815956,"score_gpt":0.20906045943859244,"score_spread":0.18966907217277648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995660450","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0123047,0.00004971919,0.26191956,0.00043040773,0.00010532999,0.00017518901,0.0000010007597,0.00017984527,0.72483426],"genre_scores_gemma":[0.6838001,0.000032273114,0.0037944445,0.0015992374,0.00007521101,5.942429e-7,0.0000045339316,0.0000111334375,0.3106825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882513,0.000043741504,0.00016549189,0.00029505472,0.00023309365,0.00043750307],"domain_scores_gemma":[0.9993694,0.000042117816,0.000099604826,0.00029454,0.000028626964,0.00016570852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026912795,0.00012474478,0.000120689685,0.00017861006,0.00018238543,0.00039048732,0.0013169127,0.00006544189,0.0016911956],"category_scores_gemma":[0.0000041059243,0.000118176846,0.000040859344,0.0008637421,0.00006712722,0.0059703058,0.0005566101,0.0001223922,0.00005839559],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008696091,0.000038034796,0.02059798,0.000037847705,0.0000392177,0.00006629341,0.005217493,0.00022453713,0.00009988041,0.117842466,0.006050622,0.84969866],"study_design_scores_gemma":[0.0005605942,0.00007146642,0.0068548215,0.000012778201,0.0000021545247,0.000016973701,0.0011839472,0.0029245738,0.00021529787,0.00039126255,0.98756725,0.00019888878],"about_ca_topic_score_codex":0.00002957131,"about_ca_topic_score_gemma":0.000029800485,"teacher_disagreement_score":0.9815166,"about_ca_system_score_codex":0.00006154839,"about_ca_system_score_gemma":0.00006774345,"threshold_uncertainty_score":0.9992214},"labels":[],"label_agreement":null},{"id":"W6995689662","doi":"","title":"Optimization of muscle progenitor cell isolation techniques for production of cultivated meat","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Skeletal muscle; Progenitor cell; Population; Cell sorting; Myocyte; Cell; Cell culture; Stem cell","score_opus":0.016466865368175272,"score_gpt":0.20614514068789358,"score_spread":0.18967827531971831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995689662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756933,0.000020928084,0.000031950276,0.000035604688,0.0005388707,0.0010420647,0.00010980012,0.000113834656,0.010537609],"genre_scores_gemma":[0.75392026,0.000120218865,0.0028413937,0.000007909906,0.00041641263,0.000015743002,0.0033458471,0.000010282191,0.2393219],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991551,0.000050778028,0.0002505922,0.00027617603,0.0001358387,0.00013149067],"domain_scores_gemma":[0.99907774,0.00003938781,0.00043118533,0.000046570447,0.00038001683,0.00002510983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007601252,0.00015748791,0.00024413034,0.0000477254,0.00010321402,0.000016413764,0.00017785592,0.0002515947,0.002438725],"category_scores_gemma":[0.000022135584,0.00008485702,0.00013629033,0.0005423047,0.00003634794,0.00017307932,0.000020890368,0.000059778773,0.0000018111688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028077044,0.00009035513,0.00045063675,0.00023328037,0.00002475175,3.2632474e-7,0.0002849038,0.0000788559,0.90399724,0.000023520572,0.00016000826,0.09437537],"study_design_scores_gemma":[0.00016626906,0.00048081885,0.006768315,0.00025970486,0.000115305935,1.7736102e-7,0.004208868,0.0001268337,0.9729104,0.000025439793,0.0146671375,0.00027073058],"about_ca_topic_score_codex":0.0002844101,"about_ca_topic_score_gemma":0.00065278175,"teacher_disagreement_score":0.23364906,"about_ca_system_score_codex":0.000027485277,"about_ca_system_score_gemma":0.000017220118,"threshold_uncertainty_score":0.99847317},"labels":[],"label_agreement":null},{"id":"W6995732360","doi":"","title":"Petrographic analysis of fault rock structures from Notre Dame Bay, Newfoundland, Canada","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.006558630506433126,"score_gpt":0.18956773857137232,"score_spread":0.1830091080649392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995732360","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000628194,0.0006370759,0.00053943513,0.000031619737,0.0004004485,0.00034840306,0.01384011,0.00026170467,0.983313],"genre_scores_gemma":[0.011291237,0.000058663074,0.0004967584,0.0000854094,0.00012234187,6.828653e-7,0.0016957509,0.00045350133,0.9857957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965565,0.00027515236,0.00041948195,0.0011951244,0.000898619,0.0006551089],"domain_scores_gemma":[0.99729097,0.00013816281,0.00083751115,0.0012559183,0.00018122239,0.00029621815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044437653,0.0008974874,0.0016835809,0.0036159272,0.000116693205,0.0000727007,0.0015539875,0.00064117427,0.5067603],"category_scores_gemma":[0.00002253184,0.0009956264,0.0007243002,0.008287865,0.00014052505,0.000114975155,0.00048500678,0.0005647472,0.00011393976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005246416,0.0001683011,0.22791149,0.00031964964,0.04787325,0.00086388626,0.00018065644,0.0056860624,0.00011093807,0.0028476438,0.6886406,0.024872866],"study_design_scores_gemma":[0.0012432836,0.00002802383,0.01337619,0.00018582144,0.010118734,6.3250553e-7,0.00060827925,0.00039939658,0.000009264454,0.000036273068,0.97316957,0.00082451804],"about_ca_topic_score_codex":0.948072,"about_ca_topic_score_gemma":0.9978023,"teacher_disagreement_score":0.5066464,"about_ca_system_score_codex":0.0008634148,"about_ca_system_score_gemma":0.0011910736,"threshold_uncertainty_score":0.9992494},"labels":[],"label_agreement":null},{"id":"W6995818335","doi":"","title":"POPPING THE FILTER BUBBLE: THE IMPORTANCE OF ALGORITHMS IN RELATION TO ONLINE ACTIVISM","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Relation (database); Filter (signal processing); Context (archaeology); Action (physics); Online algorithm","score_opus":0.020152830332961946,"score_gpt":0.22396068744715228,"score_spread":0.20380785711419033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995818335","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013578624,0.0002586031,0.000231833,0.000700891,0.0002604135,0.0011369971,0.00070805964,0.00016195516,0.9951834],"genre_scores_gemma":[0.0010692542,0.00002342789,0.00073739263,0.00031311237,0.00015341524,0.0000047700623,0.00014457114,0.00052216375,0.99703187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975912,0.0004581396,0.00031302127,0.0006242576,0.0005751939,0.0004381787],"domain_scores_gemma":[0.9981721,0.0001417813,0.00060635916,0.0009546863,0.000044764292,0.00008029798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031619484,0.00042697546,0.00045508484,0.00068394106,0.00015023597,0.000031964548,0.0012969921,0.00022811562,0.28976044],"category_scores_gemma":[0.000038591894,0.00033156844,0.00016265699,0.0028840976,0.00014864703,0.00016573729,0.0008072335,0.00086258707,0.00025574153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069962937,0.0006663142,0.03786004,0.00022850744,0.0009778079,0.0005416983,0.004750388,0.0035950688,0.0007348345,0.004118355,0.7656699,0.18015748],"study_design_scores_gemma":[0.0007596865,0.00005737521,0.0060082437,0.00018299288,0.000104717146,0.000006364633,0.0028149183,0.00028221164,0.0000124222515,0.000034098834,0.98936504,0.00037193205],"about_ca_topic_score_codex":0.0007687993,"about_ca_topic_score_gemma":0.007147531,"teacher_disagreement_score":0.2895047,"about_ca_system_score_codex":0.0006368439,"about_ca_system_score_gemma":0.00013197491,"threshold_uncertainty_score":0.99991363},"labels":[],"label_agreement":null},{"id":"W6995828263","doi":"","title":"Predictors of Substance Use/Misuse in Youth","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Substance use; Intervention (counseling); Population; Young adult; Psychological intervention; Substance abuse; Suicide prevention; Poison control","score_opus":0.02324726617808807,"score_gpt":0.22898148624919792,"score_spread":0.20573422007110986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995828263","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7806003,0.0003607006,0.00000506602,0.000011374624,0.0003543637,0.00040133306,0.00003173869,0.000057290505,0.21817781],"genre_scores_gemma":[0.26177037,0.000433863,0.00010947536,0.000023853398,0.000026653628,8.2770043e-7,0.0006287495,0.000027283197,0.73697895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987339,0.00004396678,0.00029072535,0.00040015933,0.0002640252,0.00026722692],"domain_scores_gemma":[0.9991753,0.00008239104,0.00019873104,0.00033677748,0.00012240151,0.00008440415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038076203,0.00032407773,0.00066071085,0.00050562003,0.000032447933,0.000011083399,0.00018739694,0.00032851173,0.008320632],"category_scores_gemma":[0.00001797087,0.0003294845,0.00021942568,0.00092580286,0.000036322544,0.00019646934,0.000012819153,0.00028466372,0.000011618468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032486748,0.00028431916,0.9579338,0.00042621067,0.00056916266,0.0005364871,0.016070588,0.0000127613175,0.000116922216,0.00025281624,0.0003267803,0.020221515],"study_design_scores_gemma":[0.027272504,0.0005861227,0.77788967,0.011398537,0.00520944,0.0000054139455,0.10393541,0.00003861561,0.009784689,0.000051460564,0.06229221,0.0015359059],"about_ca_topic_score_codex":0.00017378383,"about_ca_topic_score_gemma":0.011731751,"teacher_disagreement_score":0.51882994,"about_ca_system_score_codex":0.00028313938,"about_ca_system_score_gemma":0.00019004453,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W6995921812","doi":"","title":"PRIORITIZATION IN MEDICAL HUMANITARIAN AID: A BRIEF LOOK INTO THE FUNDAMENTAL PRINCIPLES","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Prioritization; Humanitarian aid; Key (lock)","score_opus":0.030478529674662184,"score_gpt":0.27193564217732197,"score_spread":0.24145711250265978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995921812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.569761,0.0004946681,0.000018364377,0.0005296448,0.0012562766,0.00049882405,0.000022448488,0.00012519093,0.42729357],"genre_scores_gemma":[0.5163972,0.00028614647,0.000054876993,0.0003784268,0.00031528427,0.000008233917,0.00059036433,0.000106920204,0.48186257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977595,0.0002632871,0.0003762588,0.0007286178,0.00048863265,0.00038371203],"domain_scores_gemma":[0.9992396,0.000081345526,0.00014948107,0.0003505044,0.000046295256,0.00013275804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002107388,0.0003937335,0.00036237767,0.00033003654,0.00022678853,0.0001134996,0.00068771595,0.00055204896,0.06006651],"category_scores_gemma":[0.000027683465,0.00036771898,0.00017281616,0.0005040984,0.00012861249,0.0001980486,0.000378435,0.0010086537,0.000279689],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0121317655,0.001353542,0.016891237,0.0038996807,0.0011948851,0.12037849,0.07873357,0.00006304579,0.0021831244,0.09179684,0.0036996596,0.6676742],"study_design_scores_gemma":[0.0008887279,0.00086226955,0.0049308506,0.00035525317,0.00012030894,0.0002488132,0.004621507,0.00055220345,0.0000086781165,0.00027560568,0.9867234,0.00041235166],"about_ca_topic_score_codex":0.0006490564,"about_ca_topic_score_gemma":0.019664042,"teacher_disagreement_score":0.98302376,"about_ca_system_score_codex":0.00022810146,"about_ca_system_score_gemma":0.00027194768,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W6995925345","doi":"","title":"Policy Rationale for Innovation Parks in Canada","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Global Affairs Canada; Canada Excellence Research Chairs, Government of Canada; Ontario Centres of Excellence; Natural Resources Canada; Canadian Light Source","keywords":"","score_opus":0.031213617320530847,"score_gpt":0.2567607266243333,"score_spread":0.22554710930380245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995925345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2762037,0.000011303849,0.00003892769,0.0005757196,0.00037423035,0.0007740406,0.00013413664,0.000015720134,0.7218722],"genre_scores_gemma":[0.047523636,0.000050218925,0.00044653076,0.0013169762,0.00029683864,0.000010433278,0.0021051434,0.00004205244,0.94820815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899477,0.000021020825,0.0001927433,0.00027816783,0.00019274566,0.00032055375],"domain_scores_gemma":[0.9995643,0.000034904886,0.00017060243,0.00012008406,0.00003316023,0.000076960474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006635005,0.00015972876,0.0001663889,0.00015742626,0.00011268616,0.000015940377,0.00019050432,0.00013255517,0.08269129],"category_scores_gemma":[0.000034506233,0.00018838109,0.000024896892,0.00092701416,0.000020378933,0.00017075764,0.000040675506,0.00011614067,0.00006242401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008962598,0.000106285006,0.037062783,0.00055222533,0.000030690284,0.000053346284,0.0042293565,0.0002346892,0.0007997593,0.0024237146,0.1362284,0.8173825],"study_design_scores_gemma":[0.0011339546,0.00008600503,0.05098296,0.00014892625,0.000021765956,9.1138537e-7,0.0059882454,0.00037614824,0.00038845572,0.00081648846,0.9396401,0.0004160173],"about_ca_topic_score_codex":0.6699264,"about_ca_topic_score_gemma":0.9938858,"teacher_disagreement_score":0.8169665,"about_ca_system_score_codex":0.0022793864,"about_ca_system_score_gemma":0.00068793155,"threshold_uncertainty_score":0.91814727},"labels":[],"label_agreement":null},{"id":"W6995937096","doi":"","title":"Primary care-based interventions to address patients' unmet economic needs","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Poverty; Context (archaeology); Primary care; Primary health care; Health care; Health promotion; Promotion (chess)","score_opus":0.01082395684645334,"score_gpt":0.22659379137006957,"score_spread":0.21576983452361623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995937096","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063494937,0.00026709956,0.11531956,0.00016508337,0.0038450218,0.0012599678,0.00024692976,0.0012032869,0.87134355],"genre_scores_gemma":[0.061026,0.00004958252,0.061303552,0.00085230655,0.00009893053,0.00006964609,0.0032946914,0.00017669793,0.8731286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980882,0.00009404909,0.00031817707,0.0007736549,0.00029525813,0.00043069955],"domain_scores_gemma":[0.9982862,0.000079099445,0.00031043132,0.0010858305,0.000110258836,0.00012821336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053072366,0.00039671216,0.00039898133,0.0009968666,0.00033154138,0.00012256944,0.0034006264,0.00034062428,0.01774274],"category_scores_gemma":[0.000017777482,0.0005223054,0.00036950212,0.0010368046,0.00003979294,0.0004346429,0.0012841398,0.000676398,0.00011967804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001644144,0.00020189381,0.0008115325,0.00077832316,0.00011975016,0.00008631845,0.0026653337,0.0058634453,0.000015995476,0.029832026,0.0030419137,0.95641905],"study_design_scores_gemma":[0.0018004817,0.0008723711,0.0014156601,0.0004394318,0.00014777802,0.0000014464554,0.008820866,0.00027311817,0.0005433927,0.00046031564,0.98381793,0.001407197],"about_ca_topic_score_codex":0.00010485924,"about_ca_topic_score_gemma":0.00082847,"teacher_disagreement_score":0.980776,"about_ca_system_score_codex":0.0018566676,"about_ca_system_score_gemma":0.00030049126,"threshold_uncertainty_score":0.99972284},"labels":[],"label_agreement":null},{"id":"W6995987717","doi":"","title":"Rapid synthesis: Identifying adaptation interventions in built environments that reduce the risks to human health due to climate change","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Hyporeflexia; Proteogenomics","score_opus":0.153733578085041,"score_gpt":0.31606314334899127,"score_spread":0.16232956526395026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995987717","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033619176,0.0012146535,0.0031715315,0.0012798919,0.00060566136,0.00434063,0.0013133171,0.00038810045,0.98735005],"genre_scores_gemma":[0.010871061,0.0003798134,0.0008956025,0.0005182076,0.00015484128,0.00008911585,0.00009259882,0.0005891465,0.9864096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604636,0.0009894155,0.00046326264,0.0010949424,0.000515332,0.00089066464],"domain_scores_gemma":[0.9979558,0.00008233862,0.000616694,0.0009702617,0.000020653106,0.00035426283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006133578,0.00063382386,0.00075493375,0.002288137,0.00040196092,0.00015144066,0.0013243544,0.0002928802,0.08002486],"category_scores_gemma":[0.00004781644,0.00067546405,0.0003515852,0.0017735497,0.00009369462,0.00029029514,0.0011085225,0.0005081316,0.0031254892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034529218,0.000698466,0.0011860672,0.0015003586,0.000714726,0.00031194053,0.0074165626,0.0002749478,0.00020335137,0.002568509,0.11176233,0.87301743],"study_design_scores_gemma":[0.00079895044,0.00011936254,0.009682406,0.009094257,0.0002741233,0.0000036057147,0.008117748,0.0000252996,0.000083535655,0.000025136711,0.9710546,0.0007209665],"about_ca_topic_score_codex":0.0073982487,"about_ca_topic_score_gemma":0.048969373,"teacher_disagreement_score":0.8722965,"about_ca_system_score_codex":0.0014475441,"about_ca_system_score_gemma":0.00009005897,"threshold_uncertainty_score":0.99956965},"labels":[],"label_agreement":null},{"id":"W6996063368","doi":"","title":"The Repetition Decrement Effect: A Direct Measure of Encoding Costs Attributable to Prior Experience","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Repetition (rhetorical device); Measure (data warehouse); Encoding (memory); Variation (astronomy)","score_opus":0.018552085852591247,"score_gpt":0.2321290070748921,"score_spread":0.21357692122230085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996063368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6684416,0.000119746896,0.0000024821902,0.0001029095,0.00019770916,0.000586064,0.000039497987,0.00003541543,0.33047456],"genre_scores_gemma":[0.7098952,0.0000844217,0.000021067981,0.000018906616,0.0001227991,0.000010172131,0.0001538046,0.0000025887077,0.28969103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983775,0.0001688159,0.00016765948,0.00038593126,0.0004918435,0.0004082738],"domain_scores_gemma":[0.9991719,0.00019305952,0.0001109842,0.00010844155,0.0002472626,0.00016834043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003237506,0.00019680655,0.0002489631,0.000026220516,0.00053883553,0.0000966549,0.00052725297,0.00012264638,0.016158812],"category_scores_gemma":[0.00011992707,0.00007500565,0.00014448023,0.00048179907,0.000055303026,0.000112915535,0.00012435908,0.00014901155,0.00006897631],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010837099,0.00003710882,0.0006412939,0.0000390295,0.00004143991,0.000023337883,0.00044020513,6.059918e-7,0.43384644,0.000076281205,0.000755326,0.5630152],"study_design_scores_gemma":[0.00028053753,0.0011401122,0.0054450957,0.00039792262,0.00004792024,0.00000243542,0.007420958,0.0000071731206,0.24888937,0.000010784398,0.736048,0.00030972107],"about_ca_topic_score_codex":0.0007665,"about_ca_topic_score_gemma":0.018908713,"teacher_disagreement_score":0.7352927,"about_ca_system_score_codex":0.00021931369,"about_ca_system_score_gemma":0.000026136973,"threshold_uncertainty_score":0.99899364},"labels":[],"label_agreement":null},{"id":"W6996177866","doi":"","title":"Rehabilitation in the Cardiac Surgery Intensive Care Unit","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Intensive care unit; Critically ill; Cardiac surgery; Critical illness; Intensive care; Critical care nursing; MEDLINE","score_opus":0.015398275385945941,"score_gpt":0.2420343629605217,"score_spread":0.22663608757457576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996177866","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2555343,0.0018662012,0.000010512626,0.0016682472,0.0013176327,0.0014912891,0.00012567764,0.00007119091,0.737915],"genre_scores_gemma":[0.30561513,0.00049451034,0.00017429455,0.013382983,0.00030763444,0.000028218137,0.01970184,0.00021901351,0.6600764],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975929,0.00060545746,0.00032007435,0.0006221633,0.000468802,0.00039055917],"domain_scores_gemma":[0.98279804,0.0010770743,0.00019558695,0.0004492514,0.015390382,0.00008963778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016804742,0.00043211132,0.00082860206,0.00066142145,0.00012289602,0.000045538287,0.0002212154,0.00044521436,0.010769945],"category_scores_gemma":[0.0036705239,0.00041291618,0.00066023757,0.0014349998,0.00012892277,0.00014006838,0.000049634054,0.00091328414,0.0000662958],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004321582,0.0002709212,0.18823655,0.004663541,0.0013431597,0.006196061,0.1474813,0.000010604595,0.0006273879,0.0013002193,0.0633631,0.58218557],"study_design_scores_gemma":[0.0005074578,0.00012803778,0.056465175,0.0013165524,0.0004985575,0.000009525745,0.73920757,0.0000019786862,0.00018327395,0.000014685062,0.20134681,0.0003203616],"about_ca_topic_score_codex":0.00035914683,"about_ca_topic_score_gemma":0.0024063718,"teacher_disagreement_score":0.59172624,"about_ca_system_score_codex":0.00035666153,"about_ca_system_score_gemma":0.0006398988,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W6996210594","doi":"","title":"Remapping Sanctuary: Political Theology and Ontario Border Enforcement","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deportation; Politics; Citizenship; Agency (philosophy); State (computer science); Narrative; Immigration; Urban politics; Political geography; Law enforcement; Political theology","score_opus":0.012073767631105504,"score_gpt":0.2785921294460304,"score_spread":0.2665183618149249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996210594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06110415,0.00021082483,0.000040723156,0.00006989507,0.0003945226,0.00019458497,0.000014579874,0.00001859143,0.9379521],"genre_scores_gemma":[0.21060969,0.000049474325,0.00008780176,0.00022425843,0.0000858055,0.0000034819334,0.00039065303,0.000024377106,0.78852445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879366,0.00008013655,0.00016406854,0.0005032391,0.00013244129,0.0003264434],"domain_scores_gemma":[0.99950266,0.000019564739,0.00011675063,0.00019786504,0.00007317584,0.00008995588],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050262715,0.0002636766,0.00025590562,0.00009640504,0.00023741367,0.000025771837,0.00018804632,0.00021269008,0.15659384],"category_scores_gemma":[0.000017489443,0.0002711796,0.00010816911,0.000073699885,0.000071696835,0.0000073883743,0.00029898866,0.00031885473,0.000016973623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019440776,0.0014169076,0.06732477,0.001670667,0.014123444,0.0016280311,0.030882053,0.00020753304,0.12831676,0.34223336,0.095038846,0.29771686],"study_design_scores_gemma":[0.00046505604,0.00029212495,0.0021070621,0.000021733584,0.0001146741,0.00001330568,0.00861306,0.0000031006716,0.001001923,0.00009826143,0.9869614,0.00030826966],"about_ca_topic_score_codex":0.0033468786,"about_ca_topic_score_gemma":0.082123,"teacher_disagreement_score":0.8919226,"about_ca_system_score_codex":0.00020397443,"about_ca_system_score_gemma":0.00014686408,"threshold_uncertainty_score":0.999974},"labels":[],"label_agreement":null},{"id":"W6996234156","doi":"","title":"Re-Imagining Child Welfare With Service Users: What Children's Social Workers Need to be Taught in School","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social work; Welfare; Curriculum; Service (business); Social Welfare; General partnership; Service delivery framework; Work (physics)","score_opus":0.01843236088687369,"score_gpt":0.2788879392188457,"score_spread":0.260455578331972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996234156","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00655368,0.000065493376,0.000003627445,0.09472707,0.0032087008,0.0007077151,0.000013768733,0.0001139497,0.894606],"genre_scores_gemma":[0.2029277,0.000106981715,0.00028139664,0.0021635215,0.002675282,0.0000115228895,0.0004443533,0.00010518026,0.7912841],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973142,0.00045667368,0.00022521417,0.0006864763,0.0006940622,0.0006233751],"domain_scores_gemma":[0.99829787,0.00012729285,0.00050756295,0.00034567204,0.00034649987,0.00037509378],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036404477,0.00040184023,0.00043464682,0.00034764802,0.0038885998,0.0012653923,0.0011615257,0.00059353636,0.07164839],"category_scores_gemma":[0.00021547124,0.0004881434,0.00012239926,0.0021585743,0.00011373786,0.0024603219,0.00007314433,0.0010182046,0.00021318562],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029847398,0.00039279595,0.03586081,0.00017840578,0.0006654414,0.00017479743,0.5976505,0.00006691683,0.0000026995747,0.0065139136,0.034475435,0.32103354],"study_design_scores_gemma":[0.0004745486,0.000013951408,0.009464615,0.00019651967,0.00008551501,2.2039296e-7,0.4647743,3.372423e-7,0.000001819525,0.000008095326,0.52464586,0.0003342287],"about_ca_topic_score_codex":0.018185487,"about_ca_topic_score_gemma":0.3997355,"teacher_disagreement_score":0.49017042,"about_ca_system_score_codex":0.0006642289,"about_ca_system_score_gemma":0.00073905895,"threshold_uncertainty_score":0.9997714},"labels":[],"label_agreement":null},{"id":"W6996268123","doi":"","title":"Renforcer les soins de santé primaires au Canada","year":2010,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Field (mathematics); Population; Pandemic","score_opus":0.008938020576744025,"score_gpt":0.19329178903902838,"score_spread":0.18435376846228435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996268123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025933196,0.00042218744,0.00092961505,0.00026619868,0.0016217921,0.00079179707,0.0012134928,0.00032410672,0.9918375],"genre_scores_gemma":[0.008853711,0.000064082706,0.0020603763,0.00023321147,0.0016129307,0.0000018003527,0.000113011985,0.0012168083,0.9858441],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994283,0.00059096125,0.0004975415,0.001451002,0.0009133891,0.0022640957],"domain_scores_gemma":[0.9963826,0.00023830534,0.0007930107,0.0013201662,0.00021078753,0.001055141],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00023243381,0.00150639,0.001162655,0.00060013746,0.0007025209,0.00016461362,0.0021280046,0.0017399464,0.88967717],"category_scores_gemma":[0.00009175125,0.0018332995,0.00044596364,0.0012493515,0.00100061,0.00037222973,0.0009150893,0.0021473395,0.0042189416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00041305242,0.00023924308,0.03155913,0.00072102447,0.0012663516,0.0035173749,0.0011176494,0.00041649636,0.0017203502,0.022957658,0.19372183,0.74234986],"study_design_scores_gemma":[0.0019388602,0.000094855706,0.006419879,0.0007478986,0.0008100292,0.00007650584,0.0018616613,0.00031714837,0.0004887862,0.00003634004,0.9853318,0.001876289],"about_ca_topic_score_codex":0.958074,"about_ca_topic_score_gemma":0.9990858,"teacher_disagreement_score":0.88545823,"about_ca_system_score_codex":0.010987958,"about_ca_system_score_gemma":0.02121418,"threshold_uncertainty_score":0.9997685},"labels":[],"label_agreement":null},{"id":"W6996277002","doi":"","title":"Revegetation with Native Plants: a Test of Best Practices","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Revegetation; Test (biology); Restoration ecology; Work (physics)","score_opus":0.03017011338231978,"score_gpt":0.2187098213849927,"score_spread":0.18853970800267292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996277002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35035464,0.0006157126,0.00000304964,0.00031497466,0.0001065807,0.00034228156,0.00021954752,0.00004163223,0.64800155],"genre_scores_gemma":[0.28178498,0.00037075471,0.00036622878,0.00009141883,0.00016340759,0.0000028408447,0.0013667229,0.0000035470814,0.7158501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873894,0.00013357149,0.00019832805,0.00044310384,0.0002755481,0.00021050022],"domain_scores_gemma":[0.997744,0.000683983,0.0010341257,0.00006355494,0.00040310915,0.00007118982],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066965,0.00026319275,0.000402962,0.00002864545,0.00012868523,0.000051027208,0.00035776824,0.00030373374,0.029372334],"category_scores_gemma":[0.00024228301,0.000110486864,0.00012272844,0.00048266893,0.000088960966,0.00025137147,0.00004829463,0.00028266688,0.000022126931],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012972573,0.0005520081,0.009080154,0.00021696862,0.0003613789,0.00032032368,0.0005884052,0.0000056123104,0.1599672,0.0009753596,0.0003730288,0.8262623],"study_design_scores_gemma":[0.0015021045,0.004220324,0.17240252,0.0018360382,0.00058205775,0.00002627927,0.11244713,0.000014555731,0.031222533,0.00020219212,0.6741133,0.0014309856],"about_ca_topic_score_codex":0.00055921904,"about_ca_topic_score_gemma":0.029086983,"teacher_disagreement_score":0.8248313,"about_ca_system_score_codex":0.000054710177,"about_ca_system_score_gemma":0.000044089942,"threshold_uncertainty_score":0.98862964},"labels":[],"label_agreement":null},{"id":"W6996395573","doi":"","title":"Seasonal trends in phosphorus export from three major Canadian Lake Erie tributaries","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Liquation; Diafiltration; Hyporeflexia; TSG101; Articular cartilage damage","score_opus":0.007228991064432602,"score_gpt":0.18048627805266346,"score_spread":0.17325728698823084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996395573","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4540128,0.00009079521,0.000007169805,0.00011637355,0.0007014176,0.00017896466,0.0026497343,0.00005463536,0.5421881],"genre_scores_gemma":[0.14328715,0.00003989159,0.00017176087,0.00015871842,0.00006320537,0.000009031576,0.018026479,0.00007608967,0.83816767],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795216,0.00005858472,0.00022516467,0.0007167738,0.00045414214,0.0005931468],"domain_scores_gemma":[0.99920356,0.000024590461,0.00013805888,0.00030438244,0.0000097530765,0.00031965444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006970468,0.0003926821,0.00035750322,0.00025126332,0.00029504468,0.00006541435,0.0006951202,0.0002923749,0.57175905],"category_scores_gemma":[0.0000046084433,0.00046869647,0.00016092887,0.001039956,0.00009066049,0.00028973309,0.00020602162,0.0005223056,0.00016654267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030794562,0.00006059737,0.76449597,0.0000070083506,0.000052752966,0.0008335482,0.00094271067,0.00017235574,0.0000019160595,0.00008669,0.0036045327,0.22943395],"study_design_scores_gemma":[0.0007331937,0.000042826927,0.28433174,0.000017940518,0.00006727403,0.00000161137,0.0019972345,0.0002576479,0.000008603381,0.00050677784,0.71160185,0.00043331756],"about_ca_topic_score_codex":0.2092314,"about_ca_topic_score_gemma":0.9782811,"teacher_disagreement_score":0.76904964,"about_ca_system_score_codex":0.0012995179,"about_ca_system_score_gemma":0.000136687,"threshold_uncertainty_score":0.9997765},"labels":[],"label_agreement":null},{"id":"W6996399509","doi":"","title":"Restoration of Massasauga Rattlesnake (Sistrurus C. Catenatus) Overwintering Habitat: Design, Construction and Ecohydrological Assessment","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Peat; Habitat; Sphagnum; Hydrology (agriculture); Ditch; Wetland; Water table","score_opus":0.0216530515019271,"score_gpt":0.26457246330860235,"score_spread":0.24291941180667526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996399509","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19481897,0.00022913865,0.009021792,0.0016590148,0.0019862964,0.0016450983,0.00006896525,0.000542778,0.7900279],"genre_scores_gemma":[0.9047481,0.00027169252,0.011540572,0.0000694764,0.0001019921,0.0000024866804,0.00013744153,0.000043880253,0.08308435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826723,0.00033867944,0.00026975523,0.00044387506,0.00037061053,0.0003098566],"domain_scores_gemma":[0.999027,0.00006403584,0.0004651271,0.00015691297,0.00013509051,0.00015182023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020452078,0.00026277715,0.0004053201,0.00020386347,0.00037306565,0.00008111917,0.0003671342,0.00066947844,0.004372587],"category_scores_gemma":[0.00009789823,0.0003066562,0.00009973179,0.000422104,0.00042232103,0.00030753302,0.00008950682,0.0004925378,0.000010115395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029978787,0.00045430593,0.080254406,0.0011640084,0.00088928273,0.00058190094,0.010999695,0.00017057477,0.021470582,0.046906345,0.003839077,0.83027196],"study_design_scores_gemma":[0.010419037,0.0029236968,0.1314705,0.0024212564,0.0020614648,0.00004827721,0.2097858,0.001733741,0.018058741,0.0065505877,0.6099523,0.004574618],"about_ca_topic_score_codex":0.00033975337,"about_ca_topic_score_gemma":0.0019639393,"teacher_disagreement_score":0.8256973,"about_ca_system_score_codex":0.00039770803,"about_ca_system_score_gemma":0.0003241687,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W6996407118","doi":"","title":"Simulation Optimization Systems Research Laboratory (SOS Lab): Website Components and Related Archives","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Component (thermodynamics); System optimization; Key (lock); The Internet; Information system","score_opus":0.08834766689811602,"score_gpt":0.3037258958671325,"score_spread":0.21537822896901648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996407118","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034817965,0.0012420043,0.0013098196,0.0000465173,0.0017254166,0.0024770857,0.0017693675,0.001447865,0.98650014],"genre_scores_gemma":[0.03224491,0.00093863916,0.00032801193,0.0000042336796,0.00027255362,0.000006212394,0.0016798496,0.0005189788,0.9640066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99251366,0.0021853608,0.00070817483,0.0014316132,0.002215211,0.0009459868],"domain_scores_gemma":[0.9954017,0.0011140705,0.00074605003,0.00083617796,0.0014920561,0.00040997006],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001596578,0.00069760816,0.00091199717,0.003054178,0.0006862566,0.00037729496,0.0006859524,0.00091704924,0.008116684],"category_scores_gemma":[0.00039813973,0.00084131944,0.00016106258,0.005047747,0.00055821385,0.0006945414,0.0010056717,0.0015671732,0.0018001718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046695457,0.00014772109,0.0035382994,0.0013890587,0.0008849099,0.0013123652,0.00078017404,0.9770675,0.0007142736,0.00033697934,0.0070290123,0.0063327807],"study_design_scores_gemma":[0.0015830782,0.00011244073,0.0020325372,0.0015482551,0.00030705958,0.000018328163,0.0010881458,0.29193756,0.000009098962,0.00001847438,0.70051473,0.0008302751],"about_ca_topic_score_codex":0.0005859251,"about_ca_topic_score_gemma":0.00009623861,"teacher_disagreement_score":0.69348574,"about_ca_system_score_codex":0.0014082367,"about_ca_system_score_gemma":0.0009498075,"threshold_uncertainty_score":0.9994038},"labels":[],"label_agreement":null},{"id":"W6996460107","doi":"","title":"Seismic Performance Quantification of Reinforced Concrete Shear Walls with Different End Configurations: Experimental Assessment and Data-driven Performance Models","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shear wall; Dissipation; Ductility (Earth science); Reinforced concrete; Stiffness; Hinge; Plastic hinge; Shear (geology)","score_opus":0.019917835592533868,"score_gpt":0.23320624698066708,"score_spread":0.2132884113881332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996460107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95067185,0.00022478407,0.0015876347,0.0000074129707,0.00013846591,0.00034203712,0.00014082307,0.00009917443,0.046787795],"genre_scores_gemma":[0.9598948,0.0011967645,0.0002447834,0.000012543809,0.00002300304,0.000010174062,0.0038912927,0.000047794034,0.034678884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985506,0.0000350639,0.00034087588,0.00044603678,0.0003750015,0.00025243574],"domain_scores_gemma":[0.9990578,0.00002465042,0.00021808982,0.0005564575,0.000064460604,0.00007852031],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006925721,0.0003660607,0.00046382137,0.00025601176,0.00021688263,0.000051759107,0.0005050131,0.0001318342,0.007626148],"category_scores_gemma":[6.9854093e-7,0.00037132684,0.00005903546,0.00031797355,0.00006729695,0.00096657843,0.00009903209,0.00034808903,0.0000038887288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041941297,0.000023806106,0.0010218222,0.0013493777,0.00084761996,0.000011271948,0.0027520314,0.937614,0.012954925,0.00039606896,0.00022072069,0.04238894],"study_design_scores_gemma":[0.0007755662,0.00018582186,0.0013093099,0.00020279485,0.00026051028,0.00000442951,0.00630013,0.978414,0.0075914874,5.857085e-7,0.0045281947,0.00042715378],"about_ca_topic_score_codex":0.00006268867,"about_ca_topic_score_gemma":0.000021721073,"teacher_disagreement_score":0.041961785,"about_ca_system_score_codex":0.00023945261,"about_ca_system_score_gemma":0.00009354705,"threshold_uncertainty_score":0.9998739},"labels":[],"label_agreement":null},{"id":"W6996553315","doi":"","title":"THE STATE OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE (COPD) APPS: IDENTIFYING IDEAL DESIGNS AND FEATURES TO SUPPORT PATIENTS’ SELF-MANAGEMENT","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; McMaster University; Universidade de Aveiro","keywords":"COPD; mHealth; Pulmonary disease; Public health; Randomized controlled trial; eHealth; MEDLINE; Clinical trial","score_opus":0.008493226378770034,"score_gpt":0.2259603026796496,"score_spread":0.21746707630087955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996553315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87148124,0.0106623275,0.0007521506,0.000032063446,0.0010413042,0.001569155,0.00023195491,0.000043159587,0.11418665],"genre_scores_gemma":[0.64970964,0.0029065495,0.00039641347,0.000016746146,0.00010493071,0.000010254961,0.0011724435,0.00006766769,0.34561536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988487,0.00006486041,0.00018518372,0.00047690177,0.00020033101,0.00022404453],"domain_scores_gemma":[0.9993528,0.000014250564,0.00014048166,0.00024614876,0.00011504039,0.00013126439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072001516,0.00023919743,0.00015413135,0.00010378672,0.00014706842,0.000068025154,0.00024298595,0.00011218501,0.00015472826],"category_scores_gemma":[0.000007440912,0.00022320158,0.0001014587,0.00018437488,0.000038826143,0.000008972045,0.00020725647,0.00012240297,0.0000065027853],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019633027,0.00015350153,0.0026818465,0.0018069566,0.0008393784,0.00011904509,0.0011907355,0.0004182514,0.011033364,0.0004833796,0.0006464757,0.97866374],"study_design_scores_gemma":[0.0016788571,0.0016936075,0.20167239,0.0006457981,0.001666391,0.0000015771998,0.0053420993,0.00015902398,0.038213708,0.0023570496,0.74493015,0.0016393302],"about_ca_topic_score_codex":0.000025652915,"about_ca_topic_score_gemma":0.0004099594,"teacher_disagreement_score":0.97702444,"about_ca_system_score_codex":0.00007672837,"about_ca_system_score_gemma":0.000092756425,"threshold_uncertainty_score":0.9101897},"labels":[],"label_agreement":null},{"id":"W6996663970","doi":"","title":"Space, Assemblage, and the Nonhuman in Speculative Fiction","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Assemblage (archaeology); Scholarship; Materialism; Posthuman; Fantasy; Hegemony; Posthumanism; Affordance; Urban theory","score_opus":0.005964976026193323,"score_gpt":0.20460343000198025,"score_spread":0.19863845397578692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996663970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49646714,0.00046620515,0.00005323752,0.000034537,0.00021040138,0.00028231717,0.000023295217,0.0000069727184,0.5024559],"genre_scores_gemma":[0.47887132,0.00043621138,0.00011000867,0.00005375188,0.0001952122,0.0000020002642,0.00059143285,0.000030276804,0.5197098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991971,0.00008066779,0.000109197565,0.00036921547,0.00008143329,0.00016237423],"domain_scores_gemma":[0.9995623,0.000009841829,0.00011429178,0.00019758401,0.00006452562,0.00005141906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065552325,0.00019898306,0.00017629587,0.00007877751,0.00011586621,0.000040924577,0.00018000811,0.00022704141,0.0017453013],"category_scores_gemma":[0.000013053861,0.0001717207,0.00009720783,0.00012548157,0.00010515029,0.0000054775433,0.00008399179,0.00011944027,0.00000831636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.057151172,0.001978699,0.03288236,0.0024342304,0.0055407947,0.0019340407,0.025182143,0.0006786376,0.19850448,0.054840893,0.08940364,0.5294689],"study_design_scores_gemma":[0.004611711,0.00024740683,0.02221264,0.00013782653,0.00024003237,0.000011226213,0.009709169,0.00012441921,0.0052993163,0.00030455133,0.9564118,0.0006899363],"about_ca_topic_score_codex":0.000103897706,"about_ca_topic_score_gemma":0.002678854,"teacher_disagreement_score":0.86700815,"about_ca_system_score_codex":0.000027984477,"about_ca_system_score_gemma":0.00005928894,"threshold_uncertainty_score":0.99916726},"labels":[],"label_agreement":null},{"id":"W6996730908","doi":"","title":"Strategies to Reduce Seismic Losses and Improve Seismic Loss Assessments","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; National Institute of Standards and Technology; Dipartimenti di Eccellenza; Federal Emergency Management Agency; Ministry of Colleges and Universities; National Science Foundation","keywords":"Demolition; Residual; Seismic analysis; Displacement (psychology); Vibration control; Ductility (Earth science); Seismic risk; Seismic loading","score_opus":0.010402498273192486,"score_gpt":0.23305826459065082,"score_spread":0.22265576631745834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996730908","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73710805,0.00020984707,0.0016669747,0.000052556457,0.001058328,0.0003178659,0.000094211806,0.0006253252,0.25886682],"genre_scores_gemma":[0.41971594,0.0006051986,0.00014906806,0.00007633001,0.00013932283,0.000004220608,0.0003251486,0.000106657455,0.5788781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986058,0.000022200316,0.00022470398,0.00048465785,0.00022835414,0.00043429714],"domain_scores_gemma":[0.99939257,0.000026834812,0.00007578624,0.0002759609,0.000065619075,0.00016325038],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052004998,0.0004391583,0.00043498128,0.00034873065,0.00012994352,0.0001897323,0.00036343068,0.00028530788,0.0026708415],"category_scores_gemma":[0.0000027660917,0.0005149483,0.00012307694,0.00083420245,0.000030485635,0.000497196,0.000075042066,0.00036332768,0.00026064413],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022651165,0.000051961928,0.00055379973,0.0020795017,0.0015601158,0.0005369208,0.003184592,0.10277183,0.0063676024,0.00015281767,0.009678522,0.8728358],"study_design_scores_gemma":[0.0021053015,0.0003180091,0.004835579,0.0012588035,0.0014853801,0.000018036295,0.11211503,0.1744546,0.007437971,0.00040601718,0.69240195,0.0031633123],"about_ca_topic_score_codex":0.00028954865,"about_ca_topic_score_gemma":0.00040587643,"teacher_disagreement_score":0.8696725,"about_ca_system_score_codex":0.00018634535,"about_ca_system_score_gemma":0.00010139682,"threshold_uncertainty_score":0.9997302},"labels":[],"label_agreement":null},{"id":"W6996736058","doi":"","title":"State and Parameter Estimation in Closed-Loop Dynamic Real-Time Optimization","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Control theory (sociology); Continuous stirred-tank reactor; Kalman filter; Estimator; Nonlinear system; Extended Kalman filter; Estimation theory; Controller (irrigation)","score_opus":0.0036675526876831736,"score_gpt":0.1901422250002206,"score_spread":0.18647467231253742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996736058","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04928145,0.0015310328,0.43796495,0.000045111916,0.0022958363,0.0027824,0.00016220355,0.0017403613,0.50419664],"genre_scores_gemma":[0.02790301,0.0012480854,0.033429738,0.00000854512,0.00003375619,0.000015921072,0.0017082394,0.00029208715,0.9353606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873185,0.000058343947,0.00032563347,0.0004361817,0.00016727066,0.00028072606],"domain_scores_gemma":[0.9995053,0.000060762184,0.000108525586,0.00019485653,0.00005507977,0.000075506585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006320134,0.00038122357,0.0003892064,0.0004925051,0.000045162244,0.000106486164,0.00014395102,0.00030995652,0.0035915228],"category_scores_gemma":[0.000012091756,0.0004775439,0.00006142124,0.00050948956,0.000019635976,0.00050595426,0.000027982525,0.00029891133,0.00012457928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062293766,0.000007913113,0.000015105155,0.00043031023,0.00006701309,0.000049729475,0.00050192303,0.8755096,0.00032558935,0.000041558877,0.000047475845,0.12294148],"study_design_scores_gemma":[0.000625851,0.000028190272,0.00012131655,0.00041188375,0.000105665495,0.0000031822253,0.00036112056,0.9962913,0.000041140913,0.0001834821,0.0013932715,0.00043361099],"about_ca_topic_score_codex":0.000060276867,"about_ca_topic_score_gemma":0.00062867,"teacher_disagreement_score":0.43116397,"about_ca_system_score_codex":0.00045604096,"about_ca_system_score_gemma":0.00003381421,"threshold_uncertainty_score":0.9997676},"labels":[],"label_agreement":null},{"id":"W6996755702","doi":"","title":"Student Perceptions towards Interprofessional Education in Anatomy: Piloting a Universal Evaluation Tool","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interprofessional education; Perception; MEDLINE; Curriculum; Program evaluation; Qualitative research","score_opus":0.022158655765188544,"score_gpt":0.3086974035317564,"score_spread":0.28653874776656785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996755702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009434614,0.00007875113,0.00012910123,0.00009818662,0.0012452254,0.0015131193,0.00019616146,0.0010889383,0.9862159],"genre_scores_gemma":[0.012007303,0.00003511048,0.0006282791,0.00004319066,0.00029278814,0.000012513959,0.00026520214,0.0012198098,0.9854958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643606,0.0007010625,0.00034436316,0.0009591971,0.0010237823,0.0005355399],"domain_scores_gemma":[0.9986657,0.00005783147,0.0004141727,0.00051429187,0.00019118708,0.00015682582],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004910552,0.0005604365,0.00049481343,0.0028140177,0.00014334715,0.00008161622,0.00076747854,0.00048744603,0.32956156],"category_scores_gemma":[0.000049962808,0.00067818834,0.00019348643,0.002533401,0.00013661945,0.00043042467,0.0005736677,0.000672129,0.0049810708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025403354,0.0011063184,0.052651264,0.0001677246,0.0004254024,0.0001390236,0.0030897192,0.00026044124,0.00018106378,0.0037977737,0.21406016,0.72386706],"study_design_scores_gemma":[0.003079705,0.000100653764,0.067385264,0.002730285,0.00046971676,0.000006322344,0.03564306,0.0010985361,0.0000031118789,0.000067712586,0.88828677,0.0011288566],"about_ca_topic_score_codex":0.0032489917,"about_ca_topic_score_gemma":0.028751882,"teacher_disagreement_score":0.7227382,"about_ca_system_score_codex":0.0042582084,"about_ca_system_score_gemma":0.0036464669,"threshold_uncertainty_score":0.9995669},"labels":[],"label_agreement":null},{"id":"W6996774382","doi":"","title":"Synthesis and Evaluation of Cannabigerol Inspired Antimicrobial Compounds","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Antimicrobial; Antibiotics; Staphylococcus aureus; Potency; Structure–activity relationship; Phenol; Drug; Prenylation; Anti-Infective Agents","score_opus":0.021354644318419002,"score_gpt":0.26941847932226387,"score_spread":0.24806383500384488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996774382","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59214294,0.0007033673,0.0000016388348,0.00070972997,0.00031151413,0.00069026893,0.000073890515,0.000044198965,0.40532243],"genre_scores_gemma":[0.4002071,0.000114433686,0.000031530122,0.0000273463,0.00008242883,0.0000052892806,0.00019846458,0.0000486527,0.59928477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981138,0.0001328036,0.00025573283,0.00049006566,0.0007411177,0.0002664952],"domain_scores_gemma":[0.99881136,0.000014347932,0.00014007026,0.0002615469,0.00061142124,0.00016123908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032090844,0.0002803695,0.0005349417,0.0005065978,0.00008444207,0.00005007138,0.00015067014,0.00034506293,0.018369861],"category_scores_gemma":[0.00005355721,0.00028847167,0.00019838891,0.00057229045,0.00011839136,0.00009007572,0.000073632385,0.00038624989,0.000023598073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002245049,0.0003009697,0.0012707226,0.006368214,0.001002804,0.00024700415,0.0024432999,0.000020879379,0.03993159,0.00035411652,0.07387162,0.8719437],"study_design_scores_gemma":[0.00542598,0.0006562892,0.033364777,0.0046297745,0.008379495,0.000099591605,0.012675797,0.002269795,0.071332805,0.000098508084,0.8599308,0.0011363876],"about_ca_topic_score_codex":0.0006247748,"about_ca_topic_score_gemma":0.0013154078,"teacher_disagreement_score":0.87080735,"about_ca_system_score_codex":0.0003333717,"about_ca_system_score_gemma":0.00088122266,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W6996818400","doi":"","title":"Supporting the Implementation of Integrated Primary Care and Social Care Services: A Qualitative Descriptive Study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Corporate governance; Qualitative research; Focus group; Primary care; Health care; Population; Descriptive research; Service delivery framework","score_opus":0.021717339252867406,"score_gpt":0.32087725737930684,"score_spread":0.29915991812643944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996818400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311533,0.0013888165,0.0000022307456,0.000027301494,0.00015592363,0.0018094829,0.00045538403,0.000057019977,0.06495056],"genre_scores_gemma":[0.9546469,0.00002327977,0.000097874734,0.00004823702,0.000047388523,0.000020817002,0.0045714923,0.00005524036,0.040488806],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981579,0.0003919833,0.0003388352,0.00043206874,0.0004369352,0.00024224949],"domain_scores_gemma":[0.9986457,0.00008610239,0.0005272971,0.00015967095,0.00053853076,0.000042679414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012800502,0.00032165687,0.00059327995,0.000191627,0.000464314,0.000021432472,0.00017317955,0.000086450294,0.00959688],"category_scores_gemma":[0.0000075992803,0.0002871707,0.00013671526,0.0005117802,0.00009307763,0.00011272146,0.0001809897,0.00041001465,0.0000018893547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008435005,0.00006039186,0.014947136,0.0026737284,0.0006559042,0.00019801114,0.89209735,2.7174318e-7,0.00011065565,0.000035522156,0.0000692098,0.08830833],"study_design_scores_gemma":[0.0024597128,0.0008368977,0.025866216,0.00015271304,0.0015290272,0.0000046006794,0.9550363,5.276504e-7,0.00012807327,0.0000043608984,0.013767267,0.00021432532],"about_ca_topic_score_codex":0.0038381764,"about_ca_topic_score_gemma":0.013380144,"teacher_disagreement_score":0.088093996,"about_ca_system_score_codex":0.00083749584,"about_ca_system_score_gemma":0.0003632377,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W6996893316","doi":"","title":"A Traditional Friendship?","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Ideology; Prestige; Legitimation; Politics; Friendship; Power (physics); German; Elite; International relations","score_opus":0.03138530898718086,"score_gpt":0.2504831207694522,"score_spread":0.21909781178227136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996893316","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013475035,0.00006458434,0.000029551642,0.00013330478,0.0012552317,0.00015590139,0.0000847985,0.0001233357,0.9968058],"genre_scores_gemma":[0.009406923,0.000029692554,0.00012581274,0.0000772016,0.0006303556,0.0000010614075,0.00039175263,0.000022827957,0.9893144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981973,0.00021182185,0.00014813298,0.00032882573,0.00066869037,0.00044518855],"domain_scores_gemma":[0.9989689,0.000086996915,0.00010030736,0.00010811967,0.00025461975,0.00048105704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015909926,0.00020079651,0.0002774471,0.000111292546,0.00059856824,0.00006169005,0.00043844036,0.00055933796,0.11159663],"category_scores_gemma":[0.00009330074,0.00024358778,0.00018875486,0.0005817382,0.00021011755,0.0002003181,0.000023254159,0.00039816668,0.0003695706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072267714,0.00009445161,0.00004520254,0.000031154515,0.000041118732,0.00007798635,0.008472564,0.0000017243973,0.0000011435833,0.8872706,0.007307955,0.09658383],"study_design_scores_gemma":[0.00022875938,0.000033400003,0.00010542141,0.000028067672,0.00006633035,2.1202811e-7,0.021481238,0.000008362862,4.2997922e-7,0.024956308,0.9528109,0.00028056072],"about_ca_topic_score_codex":0.0023726528,"about_ca_topic_score_gemma":0.016627856,"teacher_disagreement_score":0.94550294,"about_ca_system_score_codex":0.000750084,"about_ca_system_score_gemma":0.0008998184,"threshold_uncertainty_score":0.99332213},"labels":[],"label_agreement":null},{"id":"W6997023087","doi":"","title":"Transnational Space and Homosexuality: An Ethnographic Analysis of Same-sex Intimate Cross-border Relationships Among Men in Haiti and their Migrant Partners Across the Haitian Diaspora","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Pierre Elliott Trudeau Foundation; McMaster University","keywords":"Diaspora; Ethnography; Socioeconomic status; Homosexuality; Morality; Sexual identity; Human sexuality; Identity (music)","score_opus":0.022954954033037843,"score_gpt":0.2963297563892792,"score_spread":0.2733748023562414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997023087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722624,0.00009051937,0.000071605085,0.000054465116,0.00009783355,0.0003076699,0.0003118308,0.00016109314,0.0016787322],"genre_scores_gemma":[0.9738758,0.000039400962,0.00008155622,0.000004054027,0.000011103223,0.0000066848797,0.0010083887,0.00006724145,0.024905723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983795,0.00020783335,0.00036918727,0.00046732824,0.00024476292,0.00033133093],"domain_scores_gemma":[0.9990843,0.00023674089,0.0001468283,0.00031469762,0.00010306339,0.000114380404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043281761,0.00039147525,0.00055594783,0.00066495547,0.00027185687,0.00016156331,0.00024654815,0.00045018442,0.00051471323],"category_scores_gemma":[0.000019630084,0.00036561262,0.00014092345,0.0026585944,0.00028530924,0.00036560034,0.000039141796,0.0007269556,5.343254e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012116276,0.0000892473,0.6958067,0.00054808374,0.0017610672,0.00007485359,0.2526136,0.036173373,0.0023340622,0.0019306584,0.000031808228,0.008515377],"study_design_scores_gemma":[0.0005293621,0.000024712777,0.8964989,0.00007609621,0.0005056848,9.187637e-7,0.09588805,0.0047934297,0.00027325118,0.000032106003,0.0009526871,0.00042481045],"about_ca_topic_score_codex":0.00092923304,"about_ca_topic_score_gemma":0.07203763,"teacher_disagreement_score":0.20069218,"about_ca_system_score_codex":0.00006697036,"about_ca_system_score_gemma":0.00003342911,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W6997025797","doi":"","title":"\"There's just nothing out there for people like us\": The Experiences of 2SLGBTQ+ Carer-Employees in Canada","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Nothing; Identity (music); Qualitative research; Work (physics); Focus group; Service provider; Quality (philosophy); Affect (linguistics); Lesbian; Queer","score_opus":0.03058079380226538,"score_gpt":0.29014854191351214,"score_spread":0.2595677481112468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997025797","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7395648,0.0006798079,0.000010589944,0.00036342905,0.0050506108,0.0007871175,0.00012437864,0.000052115476,0.2533672],"genre_scores_gemma":[0.29255068,0.00011845857,0.000016468379,0.0001544917,0.0002124483,0.000029578438,0.00013528217,0.00007970406,0.7067029],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786234,0.0002109513,0.00042197347,0.00055300345,0.00033845348,0.0006132777],"domain_scores_gemma":[0.9984888,0.00034568834,0.00041166085,0.00049338216,0.0001444952,0.00011601769],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014254435,0.00037165836,0.000572073,0.00024313145,0.00029083155,0.000049372695,0.0009972414,0.0003465431,0.015649905],"category_scores_gemma":[0.000027519516,0.00034259105,0.00019267922,0.0006260192,0.00006909503,0.00013455811,0.00007713276,0.00043094586,0.00005853958],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007945086,0.0001863185,0.17027219,0.004323654,0.00047101435,0.00023050021,0.7294333,0.00009511255,0.000018472594,0.0020341026,0.034293648,0.05784717],"study_design_scores_gemma":[0.0010575973,0.0001282817,0.09013579,0.0001734625,0.00021200429,0.0000018650663,0.74027187,0.000013570021,0.00001809741,0.000073320094,0.16741137,0.00050276256],"about_ca_topic_score_codex":0.9544681,"about_ca_topic_score_gemma":0.99791306,"teacher_disagreement_score":0.45333567,"about_ca_system_score_codex":0.00051692856,"about_ca_system_score_gemma":0.0014240029,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W6997060153","doi":"","title":"Through Her Eyes: Photovoice as a Research Method for Women with Mental Health Challenges Living in Supportive Housing","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Oppression; Participatory action research; Mental health; Intersectionality; Identity (music); Meaning (existential); Photo elicitation; Reflexivity","score_opus":0.4463566153855882,"score_gpt":0.5768092591407549,"score_spread":0.1304526437551667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997060153","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120085984,0.00070018193,0.0008149027,0.0018092148,0.0005539136,0.0048884996,0.00007792155,0.00032104214,0.87074834],"genre_scores_gemma":[0.017228598,0.0018801289,0.010115012,0.00010895427,0.00021664519,0.00015519634,0.000049684437,0.00018982573,0.97005594],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99002045,0.005437158,0.00032250799,0.00095833687,0.0013932802,0.0018682631],"domain_scores_gemma":[0.9962823,0.002421268,0.0002722179,0.00026256221,0.00038825863,0.00037343233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008733136,0.00033202025,0.0006434761,0.000615361,0.0011665502,0.00015622072,0.0007326064,0.00037187073,0.0076964763],"category_scores_gemma":[0.000994883,0.0003643523,0.00009929074,0.002065531,0.00030652777,0.00058925524,0.00017546503,0.0008807573,0.00006195867],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017886875,0.00024800142,0.0004385493,0.00085759367,0.00021499813,0.00013337331,0.696964,0.000012396202,0.00015246251,0.0044536465,0.00062175305,0.29411453],"study_design_scores_gemma":[0.0005809701,0.0006521116,0.0010977931,0.00091014476,0.00001274044,3.39305e-7,0.70475316,0.000045760502,0.00013677384,0.0007536883,0.29073232,0.00032421364],"about_ca_topic_score_codex":0.020508923,"about_ca_topic_score_gemma":0.25332633,"teacher_disagreement_score":0.29379034,"about_ca_system_score_codex":0.0032116703,"about_ca_system_score_gemma":0.003140349,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W6997118537","doi":"","title":"Towards a Critical History of The Writers' Union of Canada, 1972 - 1992","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Appropriation; Race (biology); Relation (database); Representation (politics)","score_opus":0.010329533527557085,"score_gpt":0.19787528768126922,"score_spread":0.18754575415371214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997118537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001690578,0.0008665605,0.0000050856875,0.00044062216,0.0022658082,0.00010461269,0.00008781822,0.000008352752,0.99453056],"genre_scores_gemma":[0.015006909,0.00009900954,0.000024701201,0.000056061028,0.000066914516,2.921676e-7,0.000032189946,0.000011959869,0.984702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985574,0.00029718914,0.0001786058,0.00021608628,0.000524971,0.00022577793],"domain_scores_gemma":[0.9991868,0.00006544712,0.0001790917,0.00021833429,0.00021319484,0.00013709605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012655181,0.000117219766,0.00026892047,0.00030717344,0.00029566366,0.000026244177,0.0005087226,0.0002331117,0.06884234],"category_scores_gemma":[0.00012757667,0.00015100354,0.00018612386,0.00045440815,0.0005342248,0.000111944864,0.000047366073,0.00024827445,0.0000016483633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001833317,0.00021147422,0.0003961787,0.0017900928,0.00030555992,0.00045047174,0.100068,0.000012676114,0.00041899373,0.19838573,0.51796937,0.17980811],"study_design_scores_gemma":[0.00011669389,0.000010288223,0.0008583056,0.00018588167,0.00010528196,4.4381224e-7,0.031959552,0.000001200791,0.000022733087,0.000040264265,0.96656156,0.00013782368],"about_ca_topic_score_codex":0.99188656,"about_ca_topic_score_gemma":0.9998175,"teacher_disagreement_score":0.44859216,"about_ca_system_score_codex":0.0049339654,"about_ca_system_score_gemma":0.02109447,"threshold_uncertainty_score":0.9988859},"labels":[],"label_agreement":null},{"id":"W6997133882","doi":"","title":"Using Spatial Approaches to Examine Threats Facing Common Snapping Turtles (Chelydra Serpentina) in the Urbanized Cootes Paradise Marsh, Lake Ontario","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Habitat; Overwintering; Electrocution; Marsh; Ectotherm","score_opus":0.07417645252463309,"score_gpt":0.22111736245957148,"score_spread":0.14694090993493839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997133882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82047313,0.000026276026,0.00039125732,0.00010062246,0.00021304208,0.0005884691,0.000016086471,0.000031070504,0.17816006],"genre_scores_gemma":[0.7507904,0.0000051344973,0.0011342105,0.0001885705,0.00008192567,0.0000058936107,0.00057420094,0.000031439915,0.24718823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983375,0.00023435039,0.0002309998,0.0005895489,0.00024044653,0.00036713298],"domain_scores_gemma":[0.9993228,0.000070413254,0.00020496544,0.00031786048,0.000011110274,0.00007287556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020823503,0.0003507813,0.00033450054,0.000099507386,0.0003014212,0.00006988167,0.0006024563,0.00032700205,0.02877798],"category_scores_gemma":[0.000010556829,0.00031855042,0.00009444099,0.00044112187,0.00011815739,0.00026344883,0.00017325868,0.0003721197,0.00011649926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015296533,0.00026357415,0.80961764,0.00012246096,0.000146795,0.00018285082,0.02257459,0.0013423729,0.0021863754,0.0002900341,0.00067932357,0.16106436],"study_design_scores_gemma":[0.0012693615,0.00017338413,0.80117947,0.00031070565,0.00025216248,0.0000141664505,0.0072595477,0.0012157179,0.00078288524,0.00035768157,0.18626283,0.00092206034],"about_ca_topic_score_codex":0.020451844,"about_ca_topic_score_gemma":0.84327257,"teacher_disagreement_score":0.8228207,"about_ca_system_score_codex":0.0003944141,"about_ca_system_score_gemma":0.000053663607,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W6997175515","doi":"","title":"Transformative Reading: An Evangelical Metamodern Approach to Understanding Biblical Interpretive Practice","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sirtuins and Resveratrol in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Transformative learning; Human sexuality; Interpretation (philosophy); Situational ethics; Order (exchange); Covert; Secularization; Presupposition","score_opus":0.052416618658162356,"score_gpt":0.3042570941808874,"score_spread":0.25184047552272504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997175515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051772385,0.00010697135,0.018779587,0.0009876342,0.00062795955,0.0013394692,0.000045789533,0.00034606885,0.97258925],"genre_scores_gemma":[0.16128257,0.00025916117,0.004846136,0.0014860542,0.00072017673,0.000020287522,0.0016917412,0.00029824625,0.8293956],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714,0.00025631345,0.00039302514,0.00086346985,0.000797245,0.00054998347],"domain_scores_gemma":[0.99817514,0.0002774237,0.00019108901,0.0004111537,0.00025638292,0.0006888222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032134727,0.00053979136,0.0008910978,0.0014538716,0.0002186449,0.00008818805,0.0003692496,0.0006086849,0.004296426],"category_scores_gemma":[0.00022430051,0.0004820272,0.00028904498,0.0023293265,0.00010355416,0.00051044306,0.00006589022,0.0011863682,0.00019823581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06872528,0.0053707105,0.000388176,0.005508314,0.012213542,0.005781794,0.4343425,0.0004621795,0.005558186,0.054335956,0.03859492,0.36871845],"study_design_scores_gemma":[0.0036930144,0.00259032,0.00041722917,0.0020396041,0.0037993102,0.00016769257,0.7409059,0.0038772854,0.00037309964,0.00018773295,0.24086626,0.0010825966],"about_ca_topic_score_codex":0.00012517715,"about_ca_topic_score_gemma":0.00013166781,"teacher_disagreement_score":0.36763585,"about_ca_system_score_codex":0.0009165797,"about_ca_system_score_gemma":0.00025444452,"threshold_uncertainty_score":0.99976313},"labels":[],"label_agreement":null},{"id":"W6997349381","doi":"","title":"\"We're all in it together\"\" The experiences of women aging in place: The case of Searchmont, Ontario","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aging in place; Context (archaeology); Population ageing; Rural area; Ethnography; Population","score_opus":0.027142090760139317,"score_gpt":0.265834734021162,"score_spread":0.23869264326102266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997349381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8859595,0.00031150997,0.0000013758652,0.0005963108,0.000108672626,0.00045066018,0.000005641338,0.0000060470466,0.11256029],"genre_scores_gemma":[0.7889058,0.00016723266,0.0000127285775,0.00007331074,0.000020292442,0.000015644355,0.0000084802095,0.000016320568,0.21078017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986542,0.00016038278,0.0002972416,0.00029736667,0.00024373671,0.00034708847],"domain_scores_gemma":[0.9991878,0.00013121194,0.00022000282,0.00031531331,0.000074891155,0.000070725626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030580157,0.00021145359,0.0004451742,0.00018690783,0.000055831584,0.000012690261,0.00036089408,0.00016608366,0.029333357],"category_scores_gemma":[0.000014547703,0.000127598,0.000120483535,0.00043252847,0.00013990676,0.000102273414,0.00007365526,0.00039344543,0.0000028702686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014095464,0.00017987243,0.02351805,0.00048060817,0.0001968737,0.0008844942,0.84367645,0.000017379436,0.00026967117,0.00011436557,0.00035717984,0.12889552],"study_design_scores_gemma":[0.0017395446,0.0002669084,0.0047739954,0.0013760685,0.00009290088,0.000019299447,0.9189632,0.000017714303,0.001575572,0.00001569621,0.0709705,0.00018861589],"about_ca_topic_score_codex":0.032615107,"about_ca_topic_score_gemma":0.4737008,"teacher_disagreement_score":0.4410857,"about_ca_system_score_codex":0.00075945084,"about_ca_system_score_gemma":0.00043656392,"threshold_uncertainty_score":0.97382677},"labels":[],"label_agreement":null},{"id":"W6997362779","doi":"","title":"Validating Short Balance Screening Tests for Assessing Fall Risk in People with Chronic Obstructive Pulmonary Disease (COPD)","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Reseau canadien de recherche respiratoire","keywords":"Balance (ability); Berg Balance Scale; Balance test; COPD; Test (biology); Receiver operating characteristic; Pulmonary disease; Screening test","score_opus":0.021721709789561276,"score_gpt":0.2992632767587413,"score_spread":0.27754156696918003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997362779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78519154,0.0006259483,0.006623688,0.000031707466,0.0011443397,0.0041905674,0.00039935095,0.00021400393,0.20157887],"genre_scores_gemma":[0.71747357,0.00010030161,0.002602934,0.00003536026,0.00029945865,0.000059193848,0.0025152818,0.00013479975,0.2767791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969601,0.00048742964,0.0004755341,0.0009329088,0.00033055324,0.0008134966],"domain_scores_gemma":[0.9979718,0.00041855837,0.00072421995,0.00043283825,0.00025077697,0.00020181565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000288993,0.0005044711,0.00066610466,0.0002825694,0.0007492643,0.000041224164,0.00043270958,0.0005031538,0.00077828096],"category_scores_gemma":[0.00006150395,0.0005376955,0.00018480804,0.0006520502,0.000038934817,0.0007961302,0.000116039315,0.0012592389,0.000033840013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015379796,0.00015317762,0.9162585,0.0026869585,0.000104317005,0.0000606781,0.0010802485,0.00012331878,0.00023185973,0.0001807934,0.00006112883,0.077521026],"study_design_scores_gemma":[0.0018724947,0.000092302624,0.966832,0.00390423,0.00033767664,8.598719e-7,0.014775805,0.00516867,0.000002080762,0.00009460603,0.006282537,0.0006367418],"about_ca_topic_score_codex":0.0010232461,"about_ca_topic_score_gemma":0.017589932,"teacher_disagreement_score":0.076884285,"about_ca_system_score_codex":0.00091377896,"about_ca_system_score_gemma":0.00084547757,"threshold_uncertainty_score":0.99970746},"labels":[],"label_agreement":null},{"id":"W6998366576","doi":"","title":"Addressing the Integration of Clinical Nurse Specialists and Nurse Practitioners in Acute Healthcare Settings in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Triacetin; Emperipolesis; Liquation; Durvalumab","score_opus":0.04680022046885026,"score_gpt":0.31117902175666884,"score_spread":0.2643788012878186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998366576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008619175,0.00016263084,0.00004251663,0.0013809532,0.0005954219,0.0008948995,0.00046918367,0.000059869315,0.9877753],"genre_scores_gemma":[0.039766792,0.00010449387,0.0006390578,0.0004728657,0.00031392337,0.0000025317536,0.00020640298,0.0004556915,0.9580382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968536,0.0010868984,0.0006158626,0.00062033674,0.00042441723,0.00039892382],"domain_scores_gemma":[0.9979389,0.00022256702,0.0011634132,0.0004342004,0.00008259047,0.00015833079],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050587987,0.00038700932,0.0007874809,0.00057892944,0.000060954317,0.000038016537,0.00043711482,0.0003906044,0.013078648],"category_scores_gemma":[0.000101607504,0.00036054858,0.000088944114,0.0010669793,0.00030041873,0.00020830866,0.00008264003,0.0009316452,0.00003939737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013364683,0.00024359659,0.11586616,0.0005617776,0.00036323667,0.0010019433,0.0032637736,0.000056602064,0.00007907796,0.0040155314,0.50658864,0.3666232],"study_design_scores_gemma":[0.0023937535,0.000060830687,0.020811774,0.0024443693,0.0001542477,0.0000136556,0.014532293,0.00022281396,0.000013353611,0.000024222994,0.95885295,0.00047574466],"about_ca_topic_score_codex":0.74011743,"about_ca_topic_score_gemma":0.9952379,"teacher_disagreement_score":0.45226428,"about_ca_system_score_codex":0.0011444612,"about_ca_system_score_gemma":0.0015293278,"threshold_uncertainty_score":0.99988467},"labels":[],"label_agreement":null},{"id":"W6998371609","doi":"","title":"Against the Prevailing Winds: How Canadian Racialized Women Weathercasters Represent Themselves and Advocate for Diversity on Twitter","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.026626606364987756,"score_gpt":0.2136401256185757,"score_spread":0.18701351925358795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998371609","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048783706,0.00022130807,0.000029313052,0.00096737454,0.00040696593,0.0026398872,0.0012922059,0.0003252667,0.98923934],"genre_scores_gemma":[0.0049196724,0.00008381905,0.00011651878,0.00094466435,0.00025846355,0.00002883036,0.00013238892,0.00081669283,0.99269897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960694,0.000589418,0.00019644764,0.0013455752,0.0005858511,0.0012133472],"domain_scores_gemma":[0.9975956,0.00020798497,0.00046217156,0.0010983656,0.000064216256,0.0005716789],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048558542,0.0008359938,0.00074690324,0.0011649805,0.001390256,0.00023029625,0.0014744601,0.00038338618,0.117949724],"category_scores_gemma":[0.000048462836,0.00076519063,0.00030413672,0.0009349755,0.00041884728,0.00020784761,0.0015163489,0.0006798467,0.00021241709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020452077,0.0001875414,0.007296468,0.00041893937,0.002765144,0.00056370697,0.021983115,0.00015471474,0.00011841838,0.00068389805,0.8955887,0.068194136],"study_design_scores_gemma":[0.0027376148,0.00016479427,0.00019158414,0.00014173289,0.00027045337,0.00000499023,0.01861769,0.00006803298,0.000008590414,0.00003707172,0.9769234,0.0008340455],"about_ca_topic_score_codex":0.013043812,"about_ca_topic_score_gemma":0.07121762,"teacher_disagreement_score":0.11773731,"about_ca_system_score_codex":0.0022073183,"about_ca_system_score_gemma":0.00030949427,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W6998470774","doi":"","title":"Ageism in the Workplace and Labour Market: The Experiences of Older Adults","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Qualitative research; Diversity (politics); Context (archaeology); Lived experience; Coping (psychology); Photo elicitation; Older people","score_opus":0.04075817796085037,"score_gpt":0.3016643079354935,"score_spread":0.26090612997464313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998470774","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5818033,0.00014365006,0.0000011102859,0.00035119575,0.00033229054,0.00048395814,0.000003664268,0.000019089981,0.41686174],"genre_scores_gemma":[0.4302493,0.00036797056,0.0000068968443,0.00005000608,0.000056094163,0.000008828681,0.000009096308,0.000010438544,0.56924134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998273,0.0005165292,0.00017463739,0.00030740013,0.00045745575,0.00027098827],"domain_scores_gemma":[0.99926543,0.00026389805,0.00015426098,0.00021313835,0.000055634267,0.000047642257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005838381,0.00016340501,0.00019106301,0.00007259865,0.00036410263,0.00007997487,0.00067101984,0.00016647708,0.01585825],"category_scores_gemma":[0.00005560659,0.00011544547,0.00007917872,0.0007258054,0.00032791425,0.00012996237,0.000060945404,0.00019964701,0.0000095551695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019677606,0.00007770089,0.008923156,0.00022214056,0.000026596852,0.000019018635,0.8998414,0.0000016609641,0.0000015049139,0.0026587457,0.002255167,0.08577611],"study_design_scores_gemma":[0.0002808626,0.00002385189,0.05036335,0.00022321926,0.000026655533,1.0170044e-7,0.8924029,0.000004371808,0.0000065279664,0.00016229361,0.056377444,0.00012841876],"about_ca_topic_score_codex":0.005339623,"about_ca_topic_score_gemma":0.053101312,"teacher_disagreement_score":0.15237965,"about_ca_system_score_codex":0.00007649707,"about_ca_system_score_gemma":0.00009246975,"threshold_uncertainty_score":0.9850414},"labels":[],"label_agreement":null},{"id":"W6998521667","doi":"","title":"Ambulatory 5-Fluorouracil Infusors: Experiences of Patients Diagnosed with Gastrointestinal Cancer","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"National Institute on Minority Health and Health Disparities","keywords":"Ambulatory; Psychosocial; Cancer; Ambulatory care; Gastrointestinal cancer; Quality of life (healthcare); Mental health","score_opus":0.013591630604745233,"score_gpt":0.23728616504670422,"score_spread":0.22369453444195897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998521667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90821457,0.0001909963,0.0000018970671,0.000011115246,0.0002119278,0.00044257112,0.000045794157,0.00006777266,0.09081336],"genre_scores_gemma":[0.57662845,0.00015473593,0.00013984313,0.000021525024,0.000060878756,0.000031501146,0.0002791957,0.00005132138,0.42263258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873644,0.00002619856,0.00019748825,0.00038896268,0.00038891638,0.00026201928],"domain_scores_gemma":[0.9990999,0.000049831575,0.0002610991,0.00016182424,0.00031699278,0.00011033186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002033088,0.00031852847,0.0005305978,0.00017235323,0.00010256501,0.000012031444,0.00012950382,0.000089429326,0.01537092],"category_scores_gemma":[0.000018113418,0.00026334505,0.00012852978,0.00047100236,0.000100728095,0.00009650768,0.000046699588,0.00018346857,0.000013277387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009145143,0.00065098796,0.676293,0.0011029153,0.0010377882,0.0009839546,0.050860554,0.000022186792,0.000056880246,0.00002106626,0.0017419303,0.25808355],"study_design_scores_gemma":[0.005138341,0.003016319,0.75621647,0.0026528519,0.00096164236,0.0000052848027,0.21621685,0.0000102961385,0.00040913315,0.0000029202167,0.014883948,0.00048597084],"about_ca_topic_score_codex":0.0008560821,"about_ca_topic_score_gemma":0.0049023065,"teacher_disagreement_score":0.3318192,"about_ca_system_score_codex":0.00027534505,"about_ca_system_score_gemma":0.0002672082,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W6998595979","doi":"","title":"AN ANALYTICAL FRAMEWORK FOR OPTIMAL PLANNING OF LONG-TERM CARE FACILITIES IN ONTARIO","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Linear programming; Loneliness; Dynamic programming; Resource allocation; Supply and demand","score_opus":0.06276228103906335,"score_gpt":0.3711891251110363,"score_spread":0.30842684407197296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998595979","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8650554,0.00012889206,0.029473502,0.00003830534,0.0010008516,0.0021203994,0.00021758066,0.00005664427,0.101908445],"genre_scores_gemma":[0.3426313,0.000016835162,0.018132303,0.000049030532,0.00010136045,0.000017881832,0.004517303,0.00006451932,0.63446945],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981436,0.00024666265,0.0005290414,0.0004556029,0.00019677394,0.00042831613],"domain_scores_gemma":[0.9985707,0.0002415996,0.00028788933,0.0003229503,0.00044857935,0.00012828877],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015617878,0.00026285663,0.00054409594,0.00032229646,0.00032782485,0.000021353919,0.00027943205,0.00096947537,0.023325706],"category_scores_gemma":[0.000047360176,0.0002966814,0.00011668628,0.00026436945,0.00002753863,0.0002498873,0.00003296356,0.0010842618,0.000018130479],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019796307,0.0001495082,0.7304604,0.005807479,0.00012319407,0.00004738779,0.1840533,0.03291869,0.000013043127,0.010533236,0.000060467053,0.03385362],"study_design_scores_gemma":[0.0041657584,0.0012137312,0.2656426,0.008791046,0.00033052173,9.902525e-7,0.6820382,0.012516901,0.000040422445,0.00008944035,0.023797428,0.0013729617],"about_ca_topic_score_codex":0.0129607,"about_ca_topic_score_gemma":0.23004724,"teacher_disagreement_score":0.532561,"about_ca_system_score_codex":0.0008160881,"about_ca_system_score_gemma":0.0018049993,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W6998771803","doi":"","title":"Assessment of the Long-Term Waste Management and Proliferation Resistance of Different Fuel Cycles for the Generation-IV Canadian Concept of Super-Critical Water Reactor","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Uranium; Criticality; Natural uranium; Plutonium; Spent nuclear fuel; Radioactive waste; Enriched uranium; Thorium fuel cycle; Depleted uranium","score_opus":0.00883497480929326,"score_gpt":0.20014728079296012,"score_spread":0.19131230598366686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998771803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419632,0.0005253375,0.0013919285,0.000088330744,0.0012143907,0.0015524918,0.00042510225,0.000035535515,0.052803695],"genre_scores_gemma":[0.99068993,0.000061734354,0.00008341251,0.0000030002927,0.0000382694,0.0000070745473,0.00017027829,0.000032702064,0.008913602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993455,0.000021195428,0.00017956112,0.0001403247,0.00016392258,0.00014950737],"domain_scores_gemma":[0.9996261,0.0000344817,0.0000459535,0.00019667168,0.00005554102,0.00004126228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034287732,0.00015468523,0.00020323522,0.00006783359,0.00007475036,0.000018677822,0.00019914642,0.000060682207,0.000872363],"category_scores_gemma":[0.0000019371794,0.000112233225,0.00008119264,0.00008502988,0.000036611782,0.000068976864,0.00003793721,0.00012792362,7.8221056e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052316306,0.0006163531,0.020211414,0.039402682,0.006236918,0.000058281767,0.025027411,0.0559745,0.3367077,0.376262,0.0022076734,0.1367719],"study_design_scores_gemma":[0.0071121245,0.0006376192,0.43403804,0.003296551,0.0048625134,0.00000554102,0.0314645,0.11841207,0.26413453,0.00073622144,0.13162093,0.003679369],"about_ca_topic_score_codex":0.00023786066,"about_ca_topic_score_gemma":0.0120066665,"teacher_disagreement_score":0.41382664,"about_ca_system_score_codex":0.00013086743,"about_ca_system_score_gemma":0.00002514569,"threshold_uncertainty_score":0.9551763},"labels":[],"label_agreement":null},{"id":"W6998786664","doi":"","title":"The Association of the Frequency of Community Paramedicine Sessions and 9-1-1 Calls in Ontario Subsidized Housing: A Multilevel Analysis","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multilevel model; Subsidized housing; Apartment; Service (business); Association (psychology); Emergency medical services; Subsidy; Unit (ring theory); Socioeconomic status; Health promotion","score_opus":0.020852208879120874,"score_gpt":0.25232874158878904,"score_spread":0.23147653270966817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998786664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281834,0.000622761,0.000008289691,0.00022649347,0.00020628779,0.00028557747,0.00003292085,0.0000071624954,0.07042713],"genre_scores_gemma":[0.8125915,0.00050720724,0.00006770706,0.000036765563,0.000010834912,0.0000012539635,0.00016242037,0.00001071037,0.18661158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867064,0.00036323367,0.00034906523,0.00014974357,0.00030497563,0.00016235308],"domain_scores_gemma":[0.99837846,0.0003562102,0.00049717276,0.00032976337,0.00039661225,0.000041761006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517823,0.00018095899,0.00064924714,0.00014905487,0.0002709992,0.000006110742,0.00019182859,0.00021912104,0.001663566],"category_scores_gemma":[0.00025552677,0.0001223697,0.00026026473,0.0009720157,0.00010118399,0.00004336965,0.00009753159,0.0007774296,2.0545475e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026416534,0.0002222284,0.9641126,0.00029724944,0.002941307,0.000022956632,0.018628107,0.000012219489,0.0015834576,0.00016795412,0.00029148557,0.011456316],"study_design_scores_gemma":[0.0016354137,0.000057103713,0.93722856,0.00069188373,0.0039042227,6.30883e-7,0.051229384,0.00001692288,0.00057881314,0.000054971235,0.004469735,0.00013233176],"about_ca_topic_score_codex":0.07553978,"about_ca_topic_score_gemma":0.8633612,"teacher_disagreement_score":0.7878214,"about_ca_system_score_codex":0.0003331481,"about_ca_system_score_gemma":0.00034014496,"threshold_uncertainty_score":0.99924904},"labels":[],"label_agreement":null},{"id":"W6998891439","doi":"","title":"Beyond The Self: The Entangled Nature of Mental Health Self-Care in Higher Education","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Redress; Embodied cognition; Context (archaeology); Mental distress; Ethnography; Solidarity; Harm; Face (sociological concept)","score_opus":0.011130344665873792,"score_gpt":0.2715992661894681,"score_spread":0.2604689215235943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998891439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01923696,0.0028998258,9.309116e-8,0.009523317,0.0025290574,0.000676181,0.00003901496,0.00006303402,0.9650325],"genre_scores_gemma":[0.42392,0.0005128994,0.000027279408,0.0005988201,0.00023388249,0.000002921071,0.00018407943,0.000025152205,0.57449496],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856824,0.00034678835,0.00015628546,0.00027942637,0.0004126857,0.0002365976],"domain_scores_gemma":[0.9993673,0.00007464713,0.00021291224,0.00019124287,0.0000995157,0.00005439948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025625748,0.00017799968,0.00019140949,0.000111860776,0.0005783027,0.00010860898,0.00061472843,0.00038152185,0.008622364],"category_scores_gemma":[0.0000042456136,0.00013064707,0.00012356722,0.00061484025,0.00009095553,0.00015031881,0.000061374674,0.0009544431,0.000019001076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010124921,0.00026595808,0.0004125303,0.0005194173,0.00020388742,0.000010957184,0.47017765,0.0000014008077,0.000025096395,0.4357257,0.010133602,0.08242256],"study_design_scores_gemma":[0.00014201032,0.000032382362,0.0014687879,0.0001777619,0.00005401595,2.4513994e-7,0.17763485,0.0000014891218,0.000017935317,0.0015490282,0.8187966,0.0001248893],"about_ca_topic_score_codex":0.0016710511,"about_ca_topic_score_gemma":0.04190635,"teacher_disagreement_score":0.808663,"about_ca_system_score_codex":0.0006855403,"about_ca_system_score_gemma":0.0014935839,"threshold_uncertainty_score":0.9922839},"labels":[],"label_agreement":null},{"id":"W6999040532","doi":"","title":"\"CanLit\" and Capitalism: Canada Reads and the Circulation of Class Politics Through Contemporary Canadian Fiction","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oppression; Politics; Class conflict; State (computer science); Class (philosophy); Nationalism; Materialism; Narrative; Conceptualization","score_opus":0.011761260541279484,"score_gpt":0.1803504166010327,"score_spread":0.16858915605975322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999040532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015667794,0.0023088858,0.000001189176,0.00022861712,0.0012656159,0.00022561262,0.00068225135,0.000012628283,0.9796074],"genre_scores_gemma":[0.67725503,0.000058992802,0.000010501581,0.00023722468,0.00018548417,7.4048904e-7,0.0010437788,0.000017447146,0.3211908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990895,0.000092996335,0.00018739002,0.00025594904,0.0001900172,0.00018418627],"domain_scores_gemma":[0.9992636,0.000060918483,0.00016110015,0.00018440657,0.00023700135,0.00009298281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004219823,0.00021131641,0.0002950713,0.000062524785,0.0003878129,0.00012828124,0.00012986474,0.00016886792,0.0060748],"category_scores_gemma":[0.000015544427,0.00019502267,0.000050510665,0.000075958924,0.0002505081,0.00022714034,0.0000319135,0.00023289771,2.1305223e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008341671,0.000006218761,0.0006443319,0.00023110965,0.00017274414,0.00007462213,0.037586045,0.0000032550565,0.0000016971583,0.9469625,0.012681956,0.0015521537],"study_design_scores_gemma":[0.00042319708,0.000013407513,0.0005690127,0.00011039352,0.00011855786,0.0000046649425,0.08377739,0.000019697562,0.0000069401112,0.00044015903,0.9143329,0.0001836748],"about_ca_topic_score_codex":0.95769817,"about_ca_topic_score_gemma":0.99489504,"teacher_disagreement_score":0.9465223,"about_ca_system_score_codex":0.0003319021,"about_ca_system_score_gemma":0.0010190705,"threshold_uncertainty_score":0.99483377},"labels":[],"label_agreement":null},{"id":"W6999062526","doi":"","title":"Biomechanical and Medical Imaging Investigation of the Effects of Bicycling on the Knee Using Computational Methods","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Knee Joint; Knee pain; Biomechanics; Magnetic resonance imaging; Squatting position; Kinematics; Patellofemoral pain syndrome; Gait","score_opus":0.016994584454917815,"score_gpt":0.2663145450180132,"score_spread":0.2493199605630954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999062526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720304,0.00061142683,0.0043583047,0.0010636058,0.0009771885,0.0014745143,0.000016482916,0.00004844585,0.019419625],"genre_scores_gemma":[0.96086377,0.000061490035,0.020762166,0.00077634474,0.00017482466,0.0000035437474,0.00022568413,0.000089030706,0.017043145],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879634,0.00025061745,0.00020927448,0.0002385277,0.0003923223,0.00011289016],"domain_scores_gemma":[0.99896866,0.0004626811,0.00025480392,0.00013179591,0.00008095401,0.000101112004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013785771,0.00017772277,0.00033352448,0.00010689327,0.00009623143,0.000008917305,0.00012450469,0.00016048166,0.0009796306],"category_scores_gemma":[0.0001613388,0.00012257663,0.00013550495,0.00036424174,0.000112625494,0.00004426909,0.000070791335,0.00026975662,0.0000011173913],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009023222,0.00011430491,0.0023403415,0.0018926767,0.00039728565,0.00015018495,0.002347666,0.000016219921,0.19815879,0.016413504,0.000043441905,0.7772233],"study_design_scores_gemma":[0.019233754,0.0042261784,0.006942395,0.02441618,0.00598842,0.00014002447,0.014945432,0.038510744,0.8687119,0.008822471,0.0068790587,0.0011834375],"about_ca_topic_score_codex":0.000021362084,"about_ca_topic_score_gemma":0.000014634141,"teacher_disagreement_score":0.77603984,"about_ca_system_score_codex":0.00005111294,"about_ca_system_score_gemma":0.00019188932,"threshold_uncertainty_score":0.9999336},"labels":[],"label_agreement":null},{"id":"W6999137333","doi":"","title":"BRIDGING INDIGENOUS KNOWLEDGE AND WESTERN SCIENCE: CO-CREATING BEST PRACTICES FOR COLLABORATIVE ENVIRONMENTAL RESEARCH","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Indigenous Services Canada","keywords":"Indigenous; Traditional knowledge; Best practice; Bridging (networking); Knowledge translation; Community-based participatory research; Data collection; Community engagement","score_opus":0.049701660036329025,"score_gpt":0.3180781828105148,"score_spread":0.2683765227741858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999137333","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29043353,0.0005275349,0.00004425344,0.00007115716,0.00041955605,0.000977135,0.00002254696,0.00009123201,0.7074131],"genre_scores_gemma":[0.35508302,0.00009786981,0.00045691925,0.00005416399,0.0005518704,0.000024556799,0.0003874914,0.00006848207,0.6432756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981793,0.000033110166,0.00020806285,0.00071163854,0.00036413703,0.0005037069],"domain_scores_gemma":[0.9989878,0.00009855508,0.00042556255,0.00014291001,0.0003263249,0.000018836532],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009943739,0.00028498084,0.00028116917,0.0010246902,0.0018973073,0.0005854733,0.0005013914,0.00032794132,0.00084871583],"category_scores_gemma":[0.0001200191,0.00031765163,0.00004332401,0.0019824547,0.00063192326,0.0011398451,0.00041369206,0.00066649186,0.00016075428],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003559935,0.00030781567,0.014737877,0.002068814,0.0003346007,0.000103970735,0.029764649,0.0000013365395,0.0011988005,0.04068166,0.000835315,0.90960914],"study_design_scores_gemma":[0.00066847523,0.000077069424,0.0026895325,0.00049790146,0.00021218989,0.0000024046747,0.19687566,0.00020552898,0.0010396566,0.0012325485,0.79584366,0.00065535016],"about_ca_topic_score_codex":0.00015810833,"about_ca_topic_score_gemma":0.0006649533,"teacher_disagreement_score":0.90895385,"about_ca_system_score_codex":0.00042325453,"about_ca_system_score_gemma":0.000358196,"threshold_uncertainty_score":0.9999276},"labels":[],"label_agreement":null},{"id":"W6999149012","doi":"","title":"CHARACTERIZING THE CO-OCCURRENCE OF SUBSTANCE USE AND MENTAL HEALTH SYMPTOMS AMONG ADOLESCENTS IN GENERAL POPULATION AND CLINICAL SAMPLES","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Substance use; Psychological intervention; Multilevel model; Substance abuse; Population; Multinomial logistic regression; Mental health service","score_opus":0.03499600924868934,"score_gpt":0.29359766048358565,"score_spread":0.2586016512348963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999149012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833256,0.000410236,0.000001100045,0.000047027777,0.00020434405,0.00056332775,0.00008397168,0.000017260565,0.0003401681],"genre_scores_gemma":[0.9832535,0.0017142448,0.000054240834,0.00009429328,0.000026670814,0.0000014368451,0.0021576737,0.00001754324,0.012680401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998767,0.00015233162,0.00032989393,0.0003446885,0.00021220245,0.00019385132],"domain_scores_gemma":[0.9993092,0.000067715984,0.00035290513,0.00015877454,0.000024848632,0.000086597836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012391924,0.00020737071,0.00047328777,0.0001373743,0.00013369341,0.000021143227,0.00009157008,0.00010271032,0.0010277152],"category_scores_gemma":[0.000009251255,0.00018111046,0.00008237831,0.00022234228,0.000081090584,0.000231448,0.000022506785,0.00029330238,4.4753165e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006736778,0.00007739518,0.96226954,0.00012620457,0.000070101516,0.000021038186,0.003405337,3.748217e-7,0.000019908233,0.000028592107,0.000028878765,0.03327894],"study_design_scores_gemma":[0.0023060523,0.00012654076,0.99062884,0.00062909373,0.000088839035,0.0000029913695,0.0042874627,0.000029284878,0.00001454993,0.0000019995684,0.0017494318,0.00013488925],"about_ca_topic_score_codex":0.00049077324,"about_ca_topic_score_gemma":0.008879222,"teacher_disagreement_score":0.03314405,"about_ca_system_score_codex":0.00017670357,"about_ca_system_score_gemma":0.000048819384,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null},{"id":"W6999216271","doi":"","title":"Chronic disease prevalence and preventive care among Ontario social housing residents compared with the general population: a population-based cohort study","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic disease; Cohort; Cohort study; Preventive care; Public housing; Chronic care; Primary care; Disease","score_opus":0.009853337556776752,"score_gpt":0.2234498748687757,"score_spread":0.21359653731199896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999216271","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53462917,0.0006498985,0.00017991646,0.00005029219,0.00024615435,0.008921122,0.000924988,0.000630529,0.45376796],"genre_scores_gemma":[0.38263392,0.0000014890194,0.00006137113,0.000011793599,0.00014858635,0.0000114883505,0.00033557395,0.00023609976,0.6165597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966959,0.000689876,0.00025276272,0.0011119298,0.0007902051,0.00045932745],"domain_scores_gemma":[0.9984545,0.000041046824,0.0005895197,0.0005914262,0.00014696273,0.00017654886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010577642,0.0006738448,0.00063605787,0.00048524095,0.0007149003,0.00021129064,0.00058791257,0.00020372344,0.02332539],"category_scores_gemma":[0.0000066258513,0.00061730563,0.00015005213,0.0008670316,0.00022633503,0.00024724644,0.00032194695,0.00044453956,0.000024662944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043533792,0.000111026835,0.9920109,0.00041830813,0.0006075833,0.0001409141,0.00097197806,0.0010007417,2.4514534e-7,0.000043251348,0.0032405863,0.0010191541],"study_design_scores_gemma":[0.002767364,0.000089585956,0.97708935,0.0009180952,0.002336571,3.2438496e-7,0.0009061679,0.00012659955,2.3027704e-7,0.000003521229,0.015122178,0.0006399943],"about_ca_topic_score_codex":0.1892675,"about_ca_topic_score_gemma":0.80216634,"teacher_disagreement_score":0.6128989,"about_ca_system_score_codex":0.0034648317,"about_ca_system_score_gemma":0.0009072472,"threshold_uncertainty_score":0.9996278},"labels":[],"label_agreement":null},{"id":"W6999230771","doi":"","title":"CHRONIC PSYCHOLOGICAL STRESS AS A MODULATOR OF INTESTINAL MUCOSAL IMMUNITY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic stress; Dysbiosis; Disease; Microbiome; Inflammatory bowel disease; Inflammation; Immunity; Psychological stress; Immune system","score_opus":0.008396242300464957,"score_gpt":0.2393350479204321,"score_spread":0.23093880561996713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999230771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77142465,0.0004896137,0.00003055101,0.000008573396,0.00039949798,0.00023687485,0.00010440375,0.00003641475,0.22726943],"genre_scores_gemma":[0.62640095,0.000063160194,0.00013785494,0.000018661338,0.00028201862,0.0000029571768,0.0013916148,0.000059107202,0.37164366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860436,0.00012141566,0.00023408676,0.0005647344,0.0001954544,0.00027997405],"domain_scores_gemma":[0.99905217,0.000009125693,0.00017983156,0.000470323,0.00014950648,0.0001390473],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060617134,0.00034955738,0.00025755735,0.0001187877,0.00006881352,0.000028555134,0.0005546387,0.0004939763,0.014004749],"category_scores_gemma":[0.00003416626,0.0003793912,0.00027970743,0.00018696488,0.00011362181,0.000008078498,0.0001937668,0.00038464795,0.0001225506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017336939,0.0019685393,0.019936128,0.011127119,0.0035199828,0.009788686,0.0018365022,0.0009911087,0.44421262,0.009493631,0.009903202,0.46988556],"study_design_scores_gemma":[0.010335406,0.005876554,0.27752596,0.0046564844,0.0032881403,0.000218462,0.015285166,0.0007764542,0.16515814,0.001306715,0.50932306,0.006249443],"about_ca_topic_score_codex":0.000054226257,"about_ca_topic_score_gemma":0.00053304253,"teacher_disagreement_score":0.49941987,"about_ca_system_score_codex":0.00009023002,"about_ca_system_score_gemma":0.00029194847,"threshold_uncertainty_score":0.99986583},"labels":[],"label_agreement":null},{"id":"W6999259024","doi":"","title":"A Comparative Analysis of the Justifications for the McMaster Nuclear Reactor Across its History","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear reactor; Nuclear power; Nuclear energy policy; Research reactor; Plutonium; Nuclear technology; Nuclear science; Public opinion","score_opus":0.04277578390658916,"score_gpt":0.25665369048021425,"score_spread":0.2138779065736251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999259024","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004193132,0.00077375065,0.00045847654,0.00016786494,0.0004761556,0.0015481041,0.005424207,0.00019282648,0.99091667],"genre_scores_gemma":[0.0033188174,0.000028777456,0.00020901102,0.0001396107,0.00008206072,0.000008731096,0.000076955526,0.0002786487,0.99585736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976522,0.00031742905,0.00035863038,0.0007719126,0.0004178605,0.0004819942],"domain_scores_gemma":[0.9968361,0.00039759016,0.0010105757,0.0013255189,0.0003346345,0.00009556095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001864365,0.0005407656,0.0009879173,0.00074287766,0.000294298,0.000047854104,0.0020990926,0.00040042237,0.23346664],"category_scores_gemma":[0.000050555358,0.0003996312,0.0010172715,0.0034398136,0.0006941463,0.00012964447,0.00056600885,0.00044637165,0.00047831848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032018183,0.0002305083,0.00013233557,0.00020173262,0.011426772,0.0000031037516,0.005116953,0.0002785783,0.001074451,0.014171266,0.9618481,0.005196058],"study_design_scores_gemma":[0.00072072475,0.000022285649,0.0008878624,0.000155839,0.00889327,3.7244044e-7,0.0046660365,0.0013368079,0.00004262471,0.0000031970703,0.98289317,0.00037778798],"about_ca_topic_score_codex":0.00051671284,"about_ca_topic_score_gemma":0.006070371,"teacher_disagreement_score":0.23298833,"about_ca_system_score_codex":0.0010192663,"about_ca_system_score_gemma":0.0002938064,"threshold_uncertainty_score":0.99984556},"labels":[],"label_agreement":null},{"id":"W6999270081","doi":"","title":"Changes in Nutrient and Food Consumption Over Time in Populations Around the World","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nutritional epidemiology; Nutrient; Food supply; Consumption (sociology); Food consumption; Food group; Food intake","score_opus":0.03445310877339659,"score_gpt":0.2577657173151306,"score_spread":0.22331260854173401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999270081","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87511134,0.0009881284,0.000001959065,0.0017623728,0.00033031162,0.001060824,0.00008908109,0.000062159546,0.12059379],"genre_scores_gemma":[0.11249652,0.0007616541,0.00004966332,0.00017426215,0.0001394187,0.0000110224555,0.0008022368,0.000036119698,0.8855291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999219,0.00003820644,0.00013372987,0.0002586959,0.00016789317,0.00018244983],"domain_scores_gemma":[0.99966276,0.00007533603,0.00007501734,0.000104673105,0.000034564328,0.000047644015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005918012,0.00016332604,0.0002588194,0.00034949562,0.00009551555,0.000020114332,0.0000632194,0.000113009744,0.0055812835],"category_scores_gemma":[0.000010787245,0.0001476223,0.00004998493,0.00061646244,0.00004123047,0.000050998162,0.00004911838,0.00024016482,0.00004320216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029427204,0.0008729003,0.8937863,0.0019848691,0.00048303182,0.00056132977,0.0029271222,0.000039407892,0.00026511212,0.020214215,0.017794238,0.058128733],"study_design_scores_gemma":[0.0025939422,0.00014969865,0.8566807,0.0008845668,0.00014086155,0.0000029857017,0.004013973,0.00008688274,0.000014404925,0.0006741942,0.13454358,0.00021423704],"about_ca_topic_score_codex":0.00025430834,"about_ca_topic_score_gemma":0.13438952,"teacher_disagreement_score":0.7649353,"about_ca_system_score_codex":0.00018623438,"about_ca_system_score_gemma":0.000024341749,"threshold_uncertainty_score":0.9953278},"labels":[],"label_agreement":null},{"id":"W6999278676","doi":"","title":"CO-DESIGNING AN IMPROVED PRENATAL EXPERIENCE WITH DIGITAL VISIT PREPARATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alberta Health Services","keywords":"Psychological intervention; Preparedness; Feeling; Patient satisfaction; Intervention (counseling); Prenatal care; Brief intervention; Flexibility (engineering)","score_opus":0.020571440719224114,"score_gpt":0.29933851730068717,"score_spread":0.27876707658146305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999278676","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8001761,0.000029330367,0.0013237267,0.00006106932,0.00029619882,0.0017658316,0.00008011525,0.0005473667,0.19572029],"genre_scores_gemma":[0.47342962,0.000017956896,0.0006638903,0.00010073822,0.00024090327,0.000014477908,0.0078024734,0.00009964751,0.5176303],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998226,0.00004099864,0.00030721113,0.00061554887,0.00042130012,0.00038892592],"domain_scores_gemma":[0.99890137,0.00004180758,0.00030238432,0.000303809,0.00017489333,0.0002757236],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006544147,0.00033992666,0.0003888419,0.0002955841,0.00019147132,0.00009391081,0.00017006785,0.0002114044,0.00904777],"category_scores_gemma":[0.00002002655,0.00032821708,0.00007036296,0.0005397697,0.00004777353,0.000812029,0.000017859944,0.00030657335,0.00006577976],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012283154,0.00038062155,0.027376823,0.0020075957,0.0004997429,0.0011221701,0.03639057,0.000020741722,0.0065777944,0.00012455374,0.0021607107,0.9110555],"study_design_scores_gemma":[0.027411379,0.023143949,0.08187554,0.003922825,0.002257586,0.00029461202,0.48158044,0.0021798003,0.05468753,0.00006124664,0.31908512,0.0034999591],"about_ca_topic_score_codex":0.00019491902,"about_ca_topic_score_gemma":0.0008304668,"teacher_disagreement_score":0.9075556,"about_ca_system_score_codex":0.00020524376,"about_ca_system_score_gemma":0.00032429863,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W6999340114","doi":"","title":"Coastal wetlands of Fathom Five National Marine Park: Biodiversity values and threats","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Parks Canada; McMaster University; Ministry of Natural Resources","keywords":"Biodiversity; Wetland; Marine biodiversity; Ecosystem; Biodiversity conservation","score_opus":0.007766166523996659,"score_gpt":0.19024287484126975,"score_spread":0.18247670831727308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999340114","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40399358,0.000006690491,0.000580353,0.00012967826,0.00007131581,0.00013016988,0.00012237835,0.00002959905,0.59493625],"genre_scores_gemma":[0.7553506,0.00003430203,0.0005542671,0.000062152176,0.000007836072,2.644138e-7,0.00003360385,0.0000041085445,0.24395287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914515,0.000046359193,0.00011841738,0.0002924661,0.00021759741,0.00017998196],"domain_scores_gemma":[0.9996556,0.000055672957,0.00007300218,0.000120346966,0.000024589213,0.000070756076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009773145,0.00013608937,0.00017744077,0.0000813159,0.00014331202,0.000018796833,0.0002179709,0.00007231515,0.017107027],"category_scores_gemma":[0.000009680756,0.00014280832,0.00005710327,0.00037964838,0.00018406841,0.00021773258,0.0011903499,0.00008207358,0.00004159592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012794619,0.00006295337,0.93989635,0.000040701267,0.000050301267,0.000022059103,0.00020269687,0.0003391121,0.00016593268,0.0006253585,0.0013856426,0.05708097],"study_design_scores_gemma":[0.002625858,0.00015892489,0.9252747,0.00007158292,0.00012900865,0.000013355511,0.0023815697,0.007796041,0.00028992485,0.0035248364,0.05728583,0.00044835193],"about_ca_topic_score_codex":0.0011596236,"about_ca_topic_score_gemma":0.008877649,"teacher_disagreement_score":0.35135704,"about_ca_system_score_codex":0.00013621643,"about_ca_system_score_gemma":0.000022324304,"threshold_uncertainty_score":0.9837915},"labels":[],"label_agreement":null},{"id":"W6999356868","doi":"","title":"Computer Simulations of RNA Replication in Protocells","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Protocell; RNA; RNA world hypothesis; Population; Polymerization; Nucleic acid structure; Ligase ribozyme; Replication (statistics); Mechanism (biology); Abiogenesis","score_opus":0.0121240760015195,"score_gpt":0.23759467338704818,"score_spread":0.2254705973855287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999356868","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09356108,0.000032891377,0.0016904635,0.000051538344,0.00044636082,0.0011706029,0.00022385326,0.000047990747,0.9027752],"genre_scores_gemma":[0.49948037,0.0000016875348,0.0004503874,0.0000059869276,0.00019471577,0.000004524614,0.0006333815,0.000025734505,0.49920323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910116,0.000031346182,0.00023780605,0.00036087589,0.00012598385,0.00014282053],"domain_scores_gemma":[0.99941236,0.000021914646,0.0001721523,0.00027335685,0.00007644139,0.000043791686],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042054948,0.00017161794,0.00022746532,0.00022498777,0.000039412538,0.00002656233,0.00017982884,0.000102840575,0.035031263],"category_scores_gemma":[8.206898e-7,0.00019495991,0.00012093274,0.00044801075,0.00001900687,0.00012601148,0.00003533159,0.00021759559,0.00006569138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033583769,0.000800657,0.034308724,0.0014196549,0.0005271077,0.000024973968,0.0038382492,0.012055643,0.0017979126,0.109302804,0.009577823,0.8260106],"study_design_scores_gemma":[0.0012146094,0.00010569227,0.0056488733,0.00086013996,0.00018421625,2.2707897e-7,0.0024902625,0.019525677,0.002632203,0.0023795888,0.96432596,0.0006325328],"about_ca_topic_score_codex":0.00030929095,"about_ca_topic_score_gemma":0.00016140388,"teacher_disagreement_score":0.95474815,"about_ca_system_score_codex":0.00006634869,"about_ca_system_score_gemma":0.00010041925,"threshold_uncertainty_score":0.96585083},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W6999374092","doi":"","title":"CO2 Soil Flux in Temperate Forests Located in Southern Ontario","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microfauna; Exclosure; Limiting; Gloom; Proteogenomics","score_opus":0.012243723372439235,"score_gpt":0.18617316031934797,"score_spread":0.17392943694690874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999374092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031402644,0.00010857002,0.0000074199206,0.000020688974,0.00023575213,0.00090669224,0.00055048126,0.00045918356,0.9663086],"genre_scores_gemma":[0.0060247374,0.000006204786,0.000060241728,0.00005583824,0.00005936471,0.000007216024,0.0005865885,0.0013548653,0.99184495],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962407,0.0005260366,0.00041116364,0.0012397704,0.00057957007,0.0010028002],"domain_scores_gemma":[0.9985125,0.00003646096,0.00038457263,0.0008095702,0.000040973453,0.00021593638],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023889978,0.0008659527,0.0009315608,0.002646765,0.000098707154,0.00007894111,0.001259598,0.0006341601,0.85476154],"category_scores_gemma":[0.000012157192,0.0010843921,0.00019802291,0.0030509785,0.00015996741,0.00018951575,0.000820844,0.0014758019,0.007727576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012657611,0.00087287364,0.74984694,0.00031872082,0.0005027754,0.0070226085,0.010957039,0.004345678,0.00014248097,0.00056166115,0.21411459,0.010048901],"study_design_scores_gemma":[0.0046860836,0.00008580709,0.004395716,0.00037963854,0.00008265111,0.000010373721,0.0066936817,0.0000982818,0.000010161665,0.00002051428,0.9824333,0.0011037997],"about_ca_topic_score_codex":0.34077176,"about_ca_topic_score_gemma":0.99040115,"teacher_disagreement_score":0.847034,"about_ca_system_score_codex":0.0045260405,"about_ca_system_score_gemma":0.0008155635,"threshold_uncertainty_score":0.9992954},"labels":[],"label_agreement":null},{"id":"W6999442455","doi":"","title":"Content Providers of the World Unite! The Cultural Politics of Globalization","year":2003,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Theme (computing); Construct (python library); Politics; Order (exchange); Cultural politics; Content (measure theory); Globalization; Human Dimension","score_opus":0.03396150367343374,"score_gpt":0.24543187604357578,"score_spread":0.21147037237014205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999442455","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04443847,0.000045113837,0.00013939106,0.0011489333,0.00023946405,0.00028304296,0.000010328751,0.000019761601,0.9536755],"genre_scores_gemma":[0.619417,0.000011564587,0.000027801709,0.00014167865,0.000010337694,1.1618299e-7,0.0000012292294,0.0000019260647,0.38038832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897236,0.00039791994,0.00012259111,0.00009034327,0.0002687738,0.00014800129],"domain_scores_gemma":[0.9993522,0.000024724644,0.00015533062,0.000123409,0.0002985652,0.000045752513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012408284,0.00006688804,0.000087278466,0.00002242756,0.00038518553,0.000037808713,0.00033512065,0.000039416147,0.0070766774],"category_scores_gemma":[0.00011087155,0.00004194458,0.00008637885,0.001060185,0.00045081115,0.00022234244,0.000048781167,0.000050422612,0.000004130018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005327757,0.00002911375,0.029846102,0.000011648613,0.000024715904,5.3871645e-7,0.003418385,0.00008217324,0.00011435875,0.9629489,0.0026774732,0.0008412203],"study_design_scores_gemma":[0.00029456342,0.000008823701,0.004949711,0.000026794683,0.00004844355,3.9373498e-7,0.05679391,0.0000101971555,0.00077340956,0.0007519663,0.93626916,0.00007260435],"about_ca_topic_score_codex":0.0028950288,"about_ca_topic_score_gemma":0.017047195,"teacher_disagreement_score":0.962197,"about_ca_system_score_codex":0.000114850875,"about_ca_system_score_gemma":0.0000922811,"threshold_uncertainty_score":0.993831},"labels":[],"label_agreement":null},{"id":"W6999450004","doi":"","title":"Cooperative Vehicle-Signal Control Considering Energy and Mobility in Connected Environment","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Queue; Intersection (aeronautics); SIGNAL (programming language); Control system; Signal timing; Energy (signal processing); Range (aeronautics); Control (management); Model predictive control","score_opus":0.006263072768334238,"score_gpt":0.1598596655448459,"score_spread":0.15359659277651166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999450004","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4802436,0.0026614775,0.0066078375,0.00020531434,0.0017554709,0.0028062607,0.00028984516,0.0023322764,0.5030979],"genre_scores_gemma":[0.88792425,0.00030657684,0.000030854033,0.00003126425,0.000031812022,0.0000116110905,0.000112953196,0.000056789388,0.111493886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889845,0.00006516218,0.00021300132,0.00039081293,0.00013544987,0.0002971003],"domain_scores_gemma":[0.9995964,0.00009994122,0.000046705893,0.00014691793,0.00001912017,0.00009087727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058736645,0.0003150167,0.00039505822,0.00019284849,0.000059051716,0.000038446597,0.0001312336,0.00019167957,0.006557152],"category_scores_gemma":[0.0000044341145,0.00037796044,0.00006159032,0.0002005118,0.00003873935,0.00010218432,0.00004312537,0.000208799,0.000020764415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000689938,0.00017144089,0.0006644203,0.0006924225,0.0010077851,0.00092304643,0.0026126131,0.304368,0.0034695708,0.0028759332,0.0010118881,0.68151295],"study_design_scores_gemma":[0.017408423,0.0003407431,0.045236465,0.0007105911,0.00072130223,0.0000051658326,0.022364274,0.20761321,0.00090915407,0.0002159947,0.7017294,0.0027452747],"about_ca_topic_score_codex":0.00020430847,"about_ca_topic_score_gemma":0.0069635413,"teacher_disagreement_score":0.7007175,"about_ca_system_score_codex":0.00020787286,"about_ca_system_score_gemma":0.000022778517,"threshold_uncertainty_score":0.99986726},"labels":[],"label_agreement":null},{"id":"W6999456391","doi":"","title":"Connecting the Dead and the Living: Paleoethnobotanical Evidence of Mortuary Practices and Public Ceremonies at Monte Albán","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Public park; Point (geometry); Ancient city; Archaeological evidence; Public work","score_opus":0.038692794552994875,"score_gpt":0.22981199831969523,"score_spread":0.19111920376670036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999456391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95974535,0.011356036,0.00000465358,0.0008948605,0.00016226286,0.00021283951,0.000009972271,0.000022705475,0.027591314],"genre_scores_gemma":[0.9101696,0.006237048,0.000042636668,0.000044775938,0.000025908532,3.4840738e-7,0.000013406366,0.000005070851,0.083461195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988334,0.00030950003,0.00014755224,0.00030516082,0.00018788518,0.00021649098],"domain_scores_gemma":[0.99662393,0.0027689617,0.00040527812,0.00012943691,0.000017394877,0.000055011547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040063902,0.00016928303,0.00023465982,0.000036247522,0.0007930285,0.000029651723,0.0002810741,0.000113280104,0.0046379995],"category_scores_gemma":[0.00034037858,0.00010429677,0.000060319366,0.00016620627,0.00076462125,0.00025559848,0.00020477966,0.00026428475,0.000016715021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026435129,0.00000488612,0.88515115,0.00011278804,0.00014907244,0.000024397634,0.006537454,0.000041470397,0.0000065917684,0.00014929243,0.00004374228,0.107514784],"study_design_scores_gemma":[0.00026777247,0.000090896516,0.8983044,0.0002619284,0.00018468179,0.000014621032,0.09390435,0.0007266346,0.000009888883,0.00012294344,0.005938299,0.00017355505],"about_ca_topic_score_codex":0.0019877749,"about_ca_topic_score_gemma":0.104933664,"teacher_disagreement_score":0.10734123,"about_ca_system_score_codex":0.0000072141193,"about_ca_system_score_gemma":0.000015252809,"threshold_uncertainty_score":0.9962719},"labels":[],"label_agreement":null},{"id":"W6999535641","doi":"","title":"Core Design Optimization and Steady State Criticality Analysis of the Canadian Nuclear Battery™","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Burnup; Neutron transport; Criticality; Enriched uranium; Nuclear reactor core; Neutron flux; Nuclear reactor; Control rod; Nuclear fuel; Shutdown","score_opus":0.016559195132963223,"score_gpt":0.18523166904419114,"score_spread":0.16867247391122792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999535641","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21689488,0.00035116292,0.020507494,0.00007479249,0.0016042371,0.00088294555,0.00065305183,0.000373834,0.7586576],"genre_scores_gemma":[0.9683983,0.00010066694,0.0015972358,0.00002552156,0.000027114249,5.0346125e-7,0.00026460315,0.00011886874,0.029467205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993504,0.00003054172,0.00012601214,0.00018138924,0.00012668576,0.00018493117],"domain_scores_gemma":[0.9995401,0.000028854785,0.00003836709,0.00020217613,0.00007686565,0.00011363121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038180988,0.00017696955,0.00028238285,0.00019120883,0.00008930545,0.00005528508,0.00016837068,0.00013208805,0.004230978],"category_scores_gemma":[0.0000065325326,0.00018789759,0.00010364986,0.00082567637,0.000025124922,0.00009046994,0.000026114914,0.00021465521,0.0000010254281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019205816,0.000018936107,0.00044271303,0.0004309414,0.0019752414,0.000039233328,0.0015947733,0.97369754,0.00078563305,0.002662099,0.0003017405,0.01803194],"study_design_scores_gemma":[0.00048600216,0.00003235444,0.013136709,0.00035094272,0.0035777036,0.0000018294105,0.0037528411,0.9304831,0.0003606953,0.0001085477,0.046712067,0.0009971783],"about_ca_topic_score_codex":0.0047034053,"about_ca_topic_score_gemma":0.05222519,"teacher_disagreement_score":0.7515034,"about_ca_system_score_codex":0.00017496903,"about_ca_system_score_gemma":0.000055113684,"threshold_uncertainty_score":0.9966793},"labels":[],"label_agreement":null},{"id":"W6999543344","doi":"","title":"The Currency of Water in Words: An Analysis of the Conceptual Metaphors of Water","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metaphor; Indigenous; Conversation; Agency (philosophy); Conceptual metaphor; Indeterminacy (philosophy); Interpretation (philosophy); Currency; Normative; Relation (database)","score_opus":0.010879101378027542,"score_gpt":0.18944875453688795,"score_spread":0.17856965315886042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999543344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74727565,0.0002486548,3.2703116e-7,0.000022306134,0.0003858142,0.00015704983,0.00034465842,0.0000045979587,0.25156093],"genre_scores_gemma":[0.7069146,0.000028456305,0.0000021023345,0.000011354538,0.000015233091,0.0000011022653,0.00058429164,0.000010521528,0.2924323],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988758,0.00017860414,0.00031114343,0.00020415371,0.00024260156,0.00018772401],"domain_scores_gemma":[0.99945325,0.0000323329,0.00014673136,0.0003043704,0.000039290266,0.000024025288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010071694,0.00017395483,0.00038543734,0.00019526096,0.00018421034,0.000024376548,0.00052910845,0.00007350151,0.14950868],"category_scores_gemma":[0.000002027172,0.00009241588,0.00030453526,0.00015757389,0.00034234268,0.00016650214,0.00012266471,0.00024502075,0.0000022750435],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007733125,0.000655835,0.00997778,0.00045882483,0.0026141568,0.00002467484,0.8614795,0.0007447758,0.0023123925,0.10116132,0.00026680026,0.019530617],"study_design_scores_gemma":[0.000468724,0.00013631345,0.0024079017,0.00007917584,0.0018884956,1.6061794e-7,0.42824188,0.000047145186,0.0064064213,0.0002198118,0.5598332,0.00027073637],"about_ca_topic_score_codex":0.00065983296,"about_ca_topic_score_gemma":0.015720846,"teacher_disagreement_score":0.55956644,"about_ca_system_score_codex":0.000042016094,"about_ca_system_score_gemma":0.000012772248,"threshold_uncertainty_score":0.8772601},"labels":[],"label_agreement":null},{"id":"W6999578734","doi":"","title":"Creating Community-based Specialty Clinics in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Specialty; Stakeholder; Primary care; MEDLINE","score_opus":0.030111314789015423,"score_gpt":0.23061923506792037,"score_spread":0.20050792027890496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999578734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006357962,0.000022029237,0.0003992043,0.0000139835165,0.00035941493,0.00058561657,0.00014002895,0.00057106564,0.99727285],"genre_scores_gemma":[0.00062555954,0.0000035173446,0.0026948205,0.00027247166,0.00023748467,0.0000011628548,0.00032581328,0.0011902652,0.99464893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959962,0.0016170202,0.0004605788,0.0006837678,0.00047339455,0.0007690604],"domain_scores_gemma":[0.997283,0.0003279773,0.0007493382,0.0013108165,0.00006496041,0.00026389863],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065127603,0.0007880166,0.001066783,0.0014976903,0.00024560216,0.00009626684,0.0015053791,0.0009191387,0.5148982],"category_scores_gemma":[0.000046759804,0.0009907186,0.00030876984,0.0012597941,0.00029188138,0.00013425248,0.00050641195,0.0029147305,0.007027924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013060425,0.0019224188,0.3307086,0.0009896131,0.00069006166,0.0011745659,0.0033963157,0.0010050874,0.000041916213,0.004809133,0.57652324,0.077433],"study_design_scores_gemma":[0.0034443391,0.00013198574,0.0029304014,0.0009473152,0.0001546397,0.000002014963,0.00056030595,0.00007814044,0.000006660376,0.000033156037,0.9907887,0.00092231925],"about_ca_topic_score_codex":0.21511425,"about_ca_topic_score_gemma":0.9680619,"teacher_disagreement_score":0.7529477,"about_ca_system_score_codex":0.0021368787,"about_ca_system_score_gemma":0.0006990747,"threshold_uncertainty_score":0.9993856},"labels":[],"label_agreement":null},{"id":"W6999636510","doi":"","title":"Describing Unmet Healthcare Needs During the COVID-19 Pandemic: an Analysis of the Canadian Longitudinal Study on Aging (CLSA) COVID-19 Questionnaire Study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Odds; Anxiety; Longitudinal study; Depression (economics); Health care; Pandemic; Odds ratio; Cohort; Cohort study","score_opus":0.1355102728334812,"score_gpt":0.3921903707812902,"score_spread":0.256680097947809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999636510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871788,0.0001825658,0.000021269523,0.0017692716,0.0016310925,0.0032261133,0.0003045881,0.000156348,0.005529936],"genre_scores_gemma":[0.9321414,0.000015286281,0.0000039104584,0.00076541107,0.000121726065,0.000031858708,0.00033174132,0.00005981223,0.066528805],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99228,0.004428608,0.000685134,0.00085818395,0.0009484503,0.00079964194],"domain_scores_gemma":[0.996201,0.0004487445,0.00088725507,0.0011665402,0.0002782368,0.0010182564],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013189993,0.0005188162,0.0008786312,0.001952859,0.0078274375,0.000069772206,0.0013043634,0.00035488963,0.015692482],"category_scores_gemma":[0.0003383188,0.00042801906,0.00038578914,0.005597383,0.000091592934,0.00017408977,0.0002650153,0.001933077,0.000005951372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004391157,0.0002419599,0.8464862,0.00030128975,0.0009471823,0.00012338061,0.14752553,0.0016741893,0.000002066996,0.00014739382,0.00026853013,0.0018431722],"study_design_scores_gemma":[0.0010743741,0.00027677606,0.45558336,0.00008960513,0.0021660826,0.0000021528347,0.53207725,0.000020168422,2.6240082e-7,0.000008536907,0.008420378,0.0002810479],"about_ca_topic_score_codex":0.724861,"about_ca_topic_score_gemma":0.9890475,"teacher_disagreement_score":0.39090282,"about_ca_system_score_codex":0.008731798,"about_ca_system_score_gemma":0.005929151,"threshold_uncertainty_score":0.99981713},"labels":[],"label_agreement":null},{"id":"W6999678133","doi":"","title":"Deep Learning for Nematode Image-based Antiparasitic Drug Discovery","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University; McMaster University","keywords":"Deep learning; Pattern recognition (psychology); Classifier (UML); Binary classification; Feature learning; Contextual image classification; Linear classifier; Semi-supervised learning; Drug discovery","score_opus":0.005923329658683193,"score_gpt":0.215411015159305,"score_spread":0.2094876855006218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999678133","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.684183,0.003552333,0.13195981,0.00026428103,0.0029924668,0.0018092227,0.00011736442,0.0002542858,0.17486726],"genre_scores_gemma":[0.31207103,0.00014491839,0.0018368565,0.000103575534,0.00029678323,0.000006109038,0.0027164998,0.00014225947,0.682682],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982912,0.000081602215,0.0002193068,0.0007981032,0.00018365655,0.0004261094],"domain_scores_gemma":[0.9992235,0.000025402655,0.0001608062,0.0003411365,0.00013710915,0.000112061716],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009108993,0.00044335474,0.00034457337,0.00014814397,0.00020484344,0.00020940097,0.0004294733,0.00038128646,0.0013724391],"category_scores_gemma":[0.00002636865,0.0005160389,0.0003636495,0.00016355088,0.000069581394,0.000017109234,0.000084446205,0.00032382878,0.00006196402],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004842513,0.0009354795,0.0042254287,0.014672066,0.0032687145,0.00072718,0.009754599,0.04458715,0.7214518,0.0020519376,0.025685038,0.1677981],"study_design_scores_gemma":[0.0031225262,0.00065300177,0.0008478883,0.0006162883,0.0016610273,0.000015170058,0.010131438,0.011701039,0.25698516,0.00038546778,0.7113852,0.0024957934],"about_ca_topic_score_codex":0.00005508224,"about_ca_topic_score_gemma":0.0010477722,"teacher_disagreement_score":0.6857002,"about_ca_system_score_codex":0.00005717133,"about_ca_system_score_gemma":0.00018804359,"threshold_uncertainty_score":0.9997291},"labels":[],"label_agreement":null},{"id":"W6999721459","doi":"","title":"Developing a Pre-Surgical Rehabilitation Intervention for Individuals with Symptomatic Lumbar Spinal Stenosis","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alberta Innovates; University of Alberta; Canadian Institutes of Health Research; Physiotherapy Foundation of Canada; McMaster University; WorkSafeBC; Canadian Orthopaedic Foundation; Arthritis Society","keywords":"Prehabilitation; Rehabilitation; Intervention (counseling); Qualitative research; Perioperative; Randomized controlled trial; Lumbar spinal stenosis; Referral; Health care","score_opus":0.0164003848705427,"score_gpt":0.2808351836149419,"score_spread":0.26443479874439924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999721459","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8981825,0.00055586605,0.002847096,0.0006649121,0.0006225618,0.0024337007,0.00006445647,0.0002658851,0.09436301],"genre_scores_gemma":[0.16189879,0.000057317957,0.02149174,0.0001457508,0.0002631271,0.00009823795,0.0022731633,0.00017384875,0.81359804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824727,0.00008798527,0.00041305527,0.00064638775,0.00028206504,0.00032321925],"domain_scores_gemma":[0.9991748,0.000023224426,0.00023482344,0.00022924317,0.0002265196,0.00011142984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014457131,0.0003810078,0.00061881146,0.0004632619,0.0000922635,0.000061757164,0.0001896671,0.00039272112,0.0073599285],"category_scores_gemma":[0.000048629838,0.00034524887,0.0004326569,0.00050529005,0.000062771665,0.00023189816,0.000057286834,0.0003392224,0.000078583194],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005409671,0.0010202389,0.01202415,0.03808842,0.0038888194,0.0012878285,0.009180814,0.000014423488,0.00065165875,0.024133598,0.00542938,0.898871],"study_design_scores_gemma":[0.027368596,0.0347522,0.39781153,0.06341906,0.011411775,0.00055107253,0.056373443,0.0011319785,0.0018386025,0.0022539506,0.39999583,0.003091972],"about_ca_topic_score_codex":0.000040935513,"about_ca_topic_score_gemma":0.00025892782,"teacher_disagreement_score":0.895779,"about_ca_system_score_codex":0.00037392956,"about_ca_system_score_gemma":0.00019485927,"threshold_uncertainty_score":0.9998999},"labels":[],"label_agreement":null},{"id":"W6999729449","doi":"","title":"Developing Culturally Relevant Literature on Vaccine Hesitancy in Black Communities","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Diversity (politics); Stigma (botany); Cultural diversity; Order (exchange); MEDLINE; Representation (politics); Ethnic group","score_opus":0.028385250837059166,"score_gpt":0.25382474619357315,"score_spread":0.22543949535651397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999729449","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43878222,0.00014362813,0.000050519437,0.007090851,0.00021452611,0.000297845,0.0000109050925,0.00030246336,0.553107],"genre_scores_gemma":[0.6069114,0.0012251006,0.00025118393,0.00053338154,0.00014586949,9.693898e-7,0.000029275534,0.000019896333,0.3908829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986011,0.00028295678,0.000168478,0.00022785609,0.0002519059,0.0004677116],"domain_scores_gemma":[0.99936986,0.00015754825,0.00006777075,0.00020887292,0.00010372738,0.000092249145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022053623,0.00018373762,0.00022369323,0.0003018608,0.00048093527,0.0001382343,0.00050321163,0.00015521368,0.008920567],"category_scores_gemma":[0.000037220605,0.00018529425,0.00008118858,0.0021119288,0.000023188588,0.0005370327,0.00014304792,0.000326481,0.000397063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005634518,0.00018203378,0.1942549,0.00026881724,0.00013634219,0.002917197,0.25598365,0.0005348208,0.00014340499,0.3713682,0.02677759,0.14686957],"study_design_scores_gemma":[0.0013069506,0.00008825327,0.073111854,0.0007533381,0.000017968345,0.00000173476,0.089842364,0.00006717114,0.000044619333,0.0021313552,0.8321626,0.00047175563],"about_ca_topic_score_codex":0.00065735675,"about_ca_topic_score_gemma":0.018738814,"teacher_disagreement_score":0.80538505,"about_ca_system_score_codex":0.00034341085,"about_ca_system_score_gemma":0.0001191622,"threshold_uncertainty_score":0.99916667},"labels":[],"label_agreement":null},{"id":"W6999776560","doi":"","title":"Development of a value assessment framework for health technology assessment and coverage decision making in China","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Health technology; Government (linguistics); Negotiation; Value (mathematics); Process (computing); Health care; China; Decision-making","score_opus":0.13111371966005692,"score_gpt":0.42027523460786514,"score_spread":0.28916151494780823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999776560","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43501,0.0017019844,0.4862956,0.0076033194,0.0027319735,0.005915707,0.0008005072,0.0002448489,0.05969608],"genre_scores_gemma":[0.16558677,0.0006381575,0.7985975,0.0010711907,0.00013198546,0.00011012557,0.0005534722,0.0001959392,0.03311485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99568236,0.00015181828,0.0027343233,0.0008248748,0.00013971044,0.00046688557],"domain_scores_gemma":[0.99576855,0.00075347396,0.002953488,0.00036081154,0.000057959616,0.000105712395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004342075,0.00032296588,0.0014421785,0.0013682232,0.0002454267,0.000052713614,0.00037913932,0.0005321227,0.0016736633],"category_scores_gemma":[0.00033829347,0.00046473803,0.00011430847,0.00071376254,0.00003649043,0.0002078214,0.00012936085,0.00045291297,0.00003310781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018465168,0.00025805083,0.04136171,0.004393683,0.00029665825,0.000009468445,0.008725805,0.00046887042,0.0000030924084,0.67672455,0.0008138188,0.26675966],"study_design_scores_gemma":[0.0043130624,0.00046513195,0.57294524,0.008337284,0.00004712839,0.0000033111605,0.04321684,0.006994499,0.000008770665,0.19234113,0.16974433,0.0015832451],"about_ca_topic_score_codex":0.0001577011,"about_ca_topic_score_gemma":0.0018663651,"teacher_disagreement_score":0.53158355,"about_ca_system_score_codex":0.002217156,"about_ca_system_score_gemma":0.0010199351,"threshold_uncertainty_score":0.9997804},"labels":[],"label_agreement":null},{"id":"W6999844822","doi":"","title":"Domestic Violence and the Newsprint Media: A Critical Discourse Analysis of Three Canadian Newspapers in a Covid-19 Context","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Critical discourse analysis; Blame; Newsprint; Context (archaeology); Politics; Narrative; Discourse analysis; Frame analysis","score_opus":0.019592351934654095,"score_gpt":0.3044600611352706,"score_spread":0.2848677092006165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999844822","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07195785,0.0022779063,0.00020278938,0.0016559581,0.0007454852,0.001061727,0.00025340111,0.000047382477,0.9217975],"genre_scores_gemma":[0.9879855,0.0014042226,0.000032899963,0.000408929,0.000026441943,0.000007891008,0.00007918966,0.000013624688,0.010041308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979338,0.0005052274,0.00025536015,0.00043410645,0.0004301678,0.00044135406],"domain_scores_gemma":[0.99833715,0.0007650719,0.00013938274,0.00023479955,0.000084927095,0.0004386423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056007144,0.0002157209,0.0005490413,0.0006505652,0.00059318985,0.000072828516,0.00067388447,0.00019526888,0.042508364],"category_scores_gemma":[0.0005025309,0.00020008309,0.00020310034,0.0019677852,0.0011649453,0.0001618542,0.00008704369,0.0004187299,0.0000051437955],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010437954,0.00009221477,0.025313033,0.00018762876,0.0007068516,0.00060936884,0.1268909,0.00068557344,0.000006727965,0.6300648,0.00010755219,0.21429154],"study_design_scores_gemma":[0.002001564,0.00004641043,0.034211706,0.00040834208,0.0025792944,0.0000014856059,0.9232961,0.0011231365,0.0000011738326,0.003020997,0.0327084,0.0006014007],"about_ca_topic_score_codex":0.70926994,"about_ca_topic_score_gemma":0.97644365,"teacher_disagreement_score":0.91602767,"about_ca_system_score_codex":0.0006261927,"about_ca_system_score_gemma":0.0016818075,"threshold_uncertainty_score":0.95836693},"labels":[],"label_agreement":null},{"id":"W6999931786","doi":"","title":"Dual-Camera Intersection Monitoring: Detection, Tracking, and Predictive Safety Alerts for Road Users","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Global Positioning System; Identification (biology); Deep learning; Focus (optics); Trajectory; Object detection; Key (lock); Intelligent transportation system; Feature (linguistics); Video tracking","score_opus":0.007625806013104653,"score_gpt":0.1977311477542886,"score_spread":0.19010534174118396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999931786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52690524,0.0026950845,0.053860236,0.00011505614,0.01693705,0.0030632913,0.00043822484,0.006082787,0.389903],"genre_scores_gemma":[0.8325114,0.0003433701,0.00015883423,0.000004274541,0.0002230087,0.000011930624,0.00013980562,0.000112214046,0.16649514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888575,0.000023039252,0.00022704015,0.00046690108,0.000101185695,0.00029611078],"domain_scores_gemma":[0.9995605,0.00003523522,0.00007756009,0.00017241645,0.00007604745,0.00007829436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000651789,0.0003696475,0.00031436124,0.00032265086,0.0002045078,0.000050892006,0.0001424957,0.000704938,0.0009293091],"category_scores_gemma":[0.000009797583,0.00045415518,0.00014352716,0.0003135836,0.00005656342,0.00028122097,0.000037116562,0.0006244793,0.000018507379],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005936712,0.000021386179,0.00035145937,0.00066063437,0.00072045805,0.000050275496,0.0030989859,0.001681409,0.0012658678,0.00018429085,0.00027798887,0.9910936],"study_design_scores_gemma":[0.003319226,0.000920062,0.028720293,0.0016862368,0.0021434322,0.000089011744,0.05149642,0.048782896,0.049720034,0.0008141757,0.80966604,0.0026422048],"about_ca_topic_score_codex":0.000035719615,"about_ca_topic_score_gemma":0.0005346425,"teacher_disagreement_score":0.98845136,"about_ca_system_score_codex":0.0004570209,"about_ca_system_score_gemma":0.000032414428,"threshold_uncertainty_score":0.99998397},"labels":[],"label_agreement":null},{"id":"W6999977963","doi":"","title":"Dialogue Summary: Taking a Step Towards Achieving Worry-free Surgery in Ontario","year":2017,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Key (lock); Stakeholder; MEDLINE; Work (physics)","score_opus":0.032436759330778255,"score_gpt":0.21351994793205795,"score_spread":0.1810831886012797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999977963","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030794553,0.00047100143,0.00020071398,0.000043731896,0.0011804705,0.00078678655,0.00042364717,0.0006816343,0.9959041],"genre_scores_gemma":[0.000785228,0.00007569378,0.0013173068,0.00005891796,0.0003759151,0.000003860479,0.00027411236,0.0015113209,0.99559766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995266,0.00051031966,0.0004461646,0.0015581889,0.0007907589,0.0014285642],"domain_scores_gemma":[0.9950696,0.00022752405,0.0016756171,0.002576982,0.000070774004,0.00037949966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005315253,0.0012279644,0.0017525983,0.0028660223,0.0002708444,0.0003268159,0.0030412022,0.0011614303,0.25588405],"category_scores_gemma":[0.00027643982,0.0014966945,0.00062533526,0.0010426707,0.00037201427,0.0006385432,0.002084137,0.0016835593,0.0016020576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004386444,0.00021423343,0.11023282,0.00027199867,0.0005643468,0.004714557,0.00061702385,0.000019262849,0.000022955122,0.0003889691,0.6467569,0.23575827],"study_design_scores_gemma":[0.0018516551,0.000032457832,0.0090471255,0.003609256,0.00024880678,0.000011768125,0.00020918374,0.00001553098,0.000003929413,0.000019720657,0.9834732,0.0014773774],"about_ca_topic_score_codex":0.47280777,"about_ca_topic_score_gemma":0.97479,"teacher_disagreement_score":0.5019822,"about_ca_system_score_codex":0.0032773148,"about_ca_system_score_gemma":0.0014405521,"threshold_uncertainty_score":0.9991753},"labels":[],"label_agreement":null},{"id":"W7000008368","doi":"","title":"EDI AS A FORM OF INSTITUTIONAL ACTIVISM: CANADIAN UNIVERSITIES’ FIGHT AGAINST RACIAL INEQUALITY","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Social movement; Racism; Social inequality; Social change; Structural inequality; Social issues","score_opus":0.015611238007717597,"score_gpt":0.2922084117448233,"score_spread":0.27659717373710574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000008368","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14697008,0.000029190602,0.000053551445,0.0007459295,0.0012889288,0.00031030897,0.00017709589,0.00004593144,0.850379],"genre_scores_gemma":[0.39756432,0.000047232174,0.000066669716,0.00021323001,0.00019215263,0.0000011538776,0.000627296,0.000011634486,0.60127634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813426,0.0002966934,0.0002211753,0.00037347063,0.00046824204,0.00050616387],"domain_scores_gemma":[0.99864596,0.00022303103,0.00018418272,0.0002119374,0.00039287846,0.0003420178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032091988,0.00024014278,0.0003267891,0.00053955003,0.0009543686,0.00005700683,0.00052260014,0.0005289834,0.048017036],"category_scores_gemma":[0.00018896167,0.00032095442,0.00017653879,0.0009672793,0.00030255556,0.0005581288,0.00005751707,0.0004017367,0.00005403686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034547594,0.00013811071,0.00008199226,0.0002232751,0.00012434638,0.00007469977,0.061608486,0.000014489009,0.000060901275,0.78599954,0.0011840991,0.15014459],"study_design_scores_gemma":[0.00035359617,0.000028948569,0.00030125043,0.00024129947,0.000118662734,2.1769193e-7,0.22881258,0.0000063868333,0.0001295152,0.0038233292,0.76589334,0.00029086805],"about_ca_topic_score_codex":0.16770703,"about_ca_topic_score_gemma":0.8604947,"teacher_disagreement_score":0.7821762,"about_ca_system_score_codex":0.0028480717,"about_ca_system_score_gemma":0.00933638,"threshold_uncertainty_score":0.99992424},"labels":[],"label_agreement":null},{"id":"W7000145453","doi":"","title":"ELECTROHYDRODYNAMIC INVESTIGATION DURING MELTING OF PHASE CHANGE MATERIALS IN A CONDUCTION DOMINATED MELTING REGIME","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phase Change Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrohydrodynamics; Phase change; Thermal conduction; Work (physics); Melting temperature; Flow (mathematics); Phase (matter)","score_opus":0.026237897342326164,"score_gpt":0.25384112398413666,"score_spread":0.22760322664181049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000145453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841708,0.0003772549,0.0000063923667,0.000013427555,0.000855938,0.00072915823,0.00010090736,0.00029582786,0.013450317],"genre_scores_gemma":[0.97286314,0.00018571879,0.00008401437,0.0000024933886,0.00020657797,0.000022138727,0.001090844,0.00015751146,0.025387535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803025,0.00016170918,0.00050140993,0.00048591665,0.00030160966,0.00051912223],"domain_scores_gemma":[0.99933344,0.00003456254,0.00020641157,0.00023631139,0.00009414981,0.00009514248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025539202,0.00042710503,0.0006140261,0.0012298622,0.00006353585,0.00008995909,0.000305633,0.00042008638,0.006709394],"category_scores_gemma":[0.000029517063,0.0005361596,0.0000875778,0.0012120941,0.0000438154,0.0005152956,0.000076516306,0.00042355596,0.000041087143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029152498,0.000028831028,0.000009861338,0.00396447,0.0001145443,0.00019030315,0.003672326,0.00009214043,0.98333514,0.000055721837,0.00001675735,0.008228374],"study_design_scores_gemma":[0.002100292,0.00007819314,0.0001615575,0.002270495,0.00013141776,0.00001185914,0.0027318157,0.0050659967,0.98623043,0.00008302601,0.0005835815,0.0005513462],"about_ca_topic_score_codex":0.00054053764,"about_ca_topic_score_gemma":0.0012177714,"teacher_disagreement_score":0.011937217,"about_ca_system_score_codex":0.00071056397,"about_ca_system_score_gemma":0.00005601106,"threshold_uncertainty_score":0.999709},"labels":[],"label_agreement":null},{"id":"W7000153312","doi":"","title":"To the Ends: Interactive Story Games and Moral Agency","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Agency (philosophy); Narrative; Context (archaeology); Work (physics); Action (physics)","score_opus":0.01554456695275553,"score_gpt":0.21665685376806068,"score_spread":0.20111228681530516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000153312","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046627443,0.0017919942,0.00010631204,0.00038169455,0.00077025127,0.00062764063,0.0005422543,0.000551308,0.9951819],"genre_scores_gemma":[0.00080569513,0.000052462587,0.00026534032,0.0001989008,0.00036394625,0.0000030511842,0.000017735445,0.0010047355,0.9972881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794924,0.00029448236,0.00012523889,0.00088759756,0.00029405009,0.00044939175],"domain_scores_gemma":[0.99893314,0.000053867625,0.00016074191,0.0005843169,0.00004029892,0.00022762698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011833834,0.0005682476,0.00042707095,0.00090455415,0.00009192273,0.00014182339,0.000732274,0.00027142113,0.25566804],"category_scores_gemma":[0.00001950942,0.00048204442,0.00016807769,0.0010396501,0.00021560276,0.00017508783,0.00086163095,0.000771469,0.023022285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010276594,0.000031167245,0.00007093408,0.00010871809,0.0004681608,0.00043250952,0.002632846,0.000004182994,0.000042428386,0.0016900906,0.88442403,0.109992184],"study_design_scores_gemma":[0.00036058848,0.00008307428,0.00010989206,0.00050812546,0.0003369869,0.000015081992,0.003418613,0.000015860862,0.000011812174,0.00006164991,0.9945428,0.0005355624],"about_ca_topic_score_codex":0.00034073062,"about_ca_topic_score_gemma":0.0024574383,"teacher_disagreement_score":0.23264575,"about_ca_system_score_codex":0.00037118408,"about_ca_system_score_gemma":0.000081349855,"threshold_uncertainty_score":0.99976313},"labels":[],"label_agreement":null},{"id":"W7000216141","doi":"","title":"EMPLOYMENT OF INDIVIDUALS WITH NEURODEVELOPMENTAL DISORDERS: A SCOPING REVIEW OF CONTEXTUAL FACTORS","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biopsychosocial model; International Classification of Functioning, Disability and Health; Context (archaeology); Population; Contextual design; Supported employment; Procurement","score_opus":0.03375623417389443,"score_gpt":0.29125563988778297,"score_spread":0.2574994057138885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000216141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09321409,0.0016753838,0.000026799771,0.00090014626,0.00047453234,0.0025282595,0.00007703609,0.00007514699,0.90102863],"genre_scores_gemma":[0.36136213,0.020191392,0.0011420768,0.0009553075,0.0001272302,0.000025517771,0.0018009774,0.00015459216,0.61424077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982727,0.00021413762,0.00036397614,0.00034179463,0.00059284864,0.00021452497],"domain_scores_gemma":[0.9990052,0.0000875755,0.00047689214,0.00014930707,0.00013398117,0.00014701868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014440001,0.00022304818,0.0005150003,0.00009555106,0.000134585,0.000020984022,0.00040952998,0.00010885866,0.04018448],"category_scores_gemma":[0.00006845218,0.00022363864,0.00013668786,0.0005878893,0.00020044865,0.000180376,0.000051124513,0.00013948132,0.000008947313],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055079925,0.0020315445,0.2526197,0.07016313,0.0011198457,0.00001076573,0.30230188,0.0000073602146,0.000055649863,0.012980688,0.0037286456,0.35442996],"study_design_scores_gemma":[0.00135668,0.00055845553,0.018299835,0.10263133,0.00055684487,2.2656042e-7,0.39545307,4.6456324e-7,0.00048108393,0.000040345847,0.47966328,0.000958395],"about_ca_topic_score_codex":0.0011747496,"about_ca_topic_score_gemma":0.012526499,"teacher_disagreement_score":0.47593462,"about_ca_system_score_codex":0.00014513926,"about_ca_system_score_gemma":0.0010488664,"threshold_uncertainty_score":0.96069294},"labels":[],"label_agreement":null},{"id":"W7000235833","doi":"","title":"Ethical dimensions of lung cancer screening in Canada","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Public health; Lung cancer screening; Informed consent; Lung cancer; Ethical issues; Cancer screening; Stigma (botany); Qualitative research; Ethical code","score_opus":0.015693616910238024,"score_gpt":0.2645753249419453,"score_spread":0.24888170803170728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000235833","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7395601,0.0021803502,0.000011604091,0.0025209861,0.0017981098,0.001596227,0.00030331578,0.0001043515,0.2519249],"genre_scores_gemma":[0.4253733,0.0013224524,0.00015709635,0.000273085,0.00007266208,0.000011676949,0.00047926683,0.0000769183,0.57223356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879915,0.000044889402,0.00021679132,0.0003457165,0.00034117672,0.00025225597],"domain_scores_gemma":[0.9993375,0.000098891236,0.00014054963,0.00019066129,0.000101302576,0.000131099],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004151262,0.00021511714,0.0004932865,0.00018517174,0.00004499558,0.0000049827527,0.00010924964,0.00028005952,0.014517472],"category_scores_gemma":[0.000013464191,0.00019430257,0.00011212479,0.0005862619,0.000018515555,0.000029491628,0.00004244669,0.0005626058,0.0000038092735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012012338,0.00017334738,0.77209157,0.0022798225,0.0014807973,0.002803027,0.0014208286,0.0006173113,0.00009026486,0.00028091017,0.019019123,0.19854175],"study_design_scores_gemma":[0.007410189,0.00019902673,0.80176306,0.012725785,0.0027170705,0.00000578657,0.013892012,0.0010437408,0.0015747226,0.0000138463065,0.15783311,0.00082164805],"about_ca_topic_score_codex":0.9076539,"about_ca_topic_score_gemma":0.9923406,"teacher_disagreement_score":0.32030866,"about_ca_system_score_codex":0.0014524813,"about_ca_system_score_gemma":0.0022764695,"threshold_uncertainty_score":0.9863834},"labels":[],"label_agreement":null},{"id":"W7000272144","doi":"","title":"Elucidating the intersectional effects of race and migration on obstetric anal sphincter injury","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anal sphincter; Perineum; Incidence (geometry); Race (biology); Ethnic group; Risk factor","score_opus":0.00620875675415173,"score_gpt":0.22127135092806888,"score_spread":0.21506259417391715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000272144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8502255,0.0009619801,0.00003575531,0.00020890721,0.0009503087,0.00073122093,0.000023620238,0.000064100524,0.1467986],"genre_scores_gemma":[0.5572729,0.00014938675,0.00009127084,0.000084029576,0.00008339121,0.0000035438575,0.00032820695,0.00004354554,0.44194373],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887174,0.00006938492,0.00019070535,0.00039584504,0.0003053759,0.00016693861],"domain_scores_gemma":[0.999293,0.00018075445,0.0001682146,0.000208627,0.000080554084,0.00006879288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045104025,0.00028422562,0.00034122105,0.0003996891,0.00008938114,0.000031067666,0.000114278555,0.00021068314,0.0032522727],"category_scores_gemma":[0.00006197166,0.00022467454,0.00015257453,0.00062713935,0.00005743489,0.000101754165,0.000048948063,0.00040580585,0.000044881697],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005249987,0.00074723363,0.01555256,0.0061569912,0.003041285,0.0007022627,0.010039205,0.000021612228,0.010001389,0.0009672815,0.0061127995,0.9414074],"study_design_scores_gemma":[0.024396135,0.0113151455,0.4245882,0.023709016,0.017277412,0.00019161258,0.06535199,0.003451911,0.07657082,0.0008283042,0.34905282,0.0032666584],"about_ca_topic_score_codex":0.00015345987,"about_ca_topic_score_gemma":0.0005606863,"teacher_disagreement_score":0.93814075,"about_ca_system_score_codex":0.00020395931,"about_ca_system_score_gemma":0.000093676645,"threshold_uncertainty_score":0.9976589},"labels":[],"label_agreement":null},{"id":"W7000311785","doi":"","title":"Exploring the experiences of midwifery-led medication abortion care in Ontario, Canada: An interpretive descriptive study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abortion; Reproductive health; Descriptive research; Health care; Equity (law); Pregnancy; Unsafe abortion","score_opus":0.029958369728601063,"score_gpt":0.2537425847525217,"score_spread":0.22378421502392065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000311785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96395934,0.00030667474,0.000009375912,0.00005777789,0.001370819,0.0012637638,0.0000041442177,0.000023672237,0.03300441],"genre_scores_gemma":[0.95206386,0.000032902983,0.000014834443,0.000020692454,0.00009029704,0.000058502286,0.00015974608,0.000021063966,0.047538124],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982385,0.00019129043,0.00034412942,0.00057202316,0.00043843142,0.00021564003],"domain_scores_gemma":[0.9990367,0.00003339683,0.00021604332,0.0003077711,0.0003008144,0.00010526889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001483676,0.000239666,0.00039114343,0.00023561975,0.00009266925,0.000016963351,0.00019336463,0.000103826445,0.0041299225],"category_scores_gemma":[0.00004264412,0.00020113621,0.0000677528,0.00046095182,0.000053204265,0.00032907262,0.000028306216,0.0005902207,0.000002763822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021257692,0.00019589247,0.010463965,0.00030057627,0.00011990391,0.00012129786,0.90983963,0.000010825087,0.00013998283,0.00004566689,0.000036176967,0.07660031],"study_design_scores_gemma":[0.00047165464,0.0005736899,0.20820555,0.0006443743,0.00021532195,0.000001829168,0.7859046,0.000017392353,0.0003313725,0.0000038094142,0.0035014637,0.00012893665],"about_ca_topic_score_codex":0.85831004,"about_ca_topic_score_gemma":0.99722844,"teacher_disagreement_score":0.19774158,"about_ca_system_score_codex":0.0032042412,"about_ca_system_score_gemma":0.0030227883,"threshold_uncertainty_score":0.99678046},"labels":[],"label_agreement":null},{"id":"W7000329088","doi":"","title":"Estimation of Leaf Area Index using Photosynthetically Active Radiation Measurements from Flux Tower Networks Across North America","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photosynthetically active radiation; Leaf area index; Phenology; Evergreen; Vegetation (pathology); Deciduous; FluxNet; Flux (metallurgy)","score_opus":0.013140135198190071,"score_gpt":0.21245909559646364,"score_spread":0.19931896039827357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000329088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7708332,0.000026984688,0.01605474,0.000014513806,0.0005953185,0.00062258804,0.000118868586,0.000065587745,0.2116682],"genre_scores_gemma":[0.8857909,0.00002515684,0.0028993078,0.00006142561,0.000052393498,5.582536e-7,0.0019036464,0.00003958392,0.10922704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980426,0.00012466575,0.00029945542,0.0006224025,0.00056915067,0.00034174597],"domain_scores_gemma":[0.9989191,0.00006422889,0.0005316135,0.00031934085,0.000065152555,0.00010054275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050665196,0.00038054652,0.0004127747,0.000066757704,0.00020701929,0.00005502913,0.0004093186,0.00041221007,0.020859564],"category_scores_gemma":[0.000038173155,0.00039280046,0.00015959026,0.0008448056,0.000109649,0.00033707774,0.00014791074,0.00038345312,0.000028609455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003370199,0.00008314347,0.0045278934,0.000021714992,0.00015150155,0.000011532308,0.0017267219,0.33727002,0.0018730194,5.1169883e-7,0.0003386896,0.6536582],"study_design_scores_gemma":[0.0027607908,0.00020014374,0.26825553,0.0014054754,0.0012666032,0.0000036829958,0.013976859,0.6511394,0.021224203,0.000072326955,0.037469752,0.0022252966],"about_ca_topic_score_codex":0.0031315368,"about_ca_topic_score_gemma":0.006269651,"teacher_disagreement_score":0.65143293,"about_ca_system_score_codex":0.0008434889,"about_ca_system_score_gemma":0.00005257306,"threshold_uncertainty_score":0.99985236},"labels":[],"label_agreement":null},{"id":"W7000355645","doi":"","title":"Examining the relationship between the “real world” adoption of digital health tools and primary care experience","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Primary care; Health care; Logistic regression; Digital health; Patient experience; Patient portal; MEDLINE; Primary health care","score_opus":0.07146364012335776,"score_gpt":0.31241852176086093,"score_spread":0.24095488163750317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000355645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8212974,0.0005824127,0.00004786896,0.0005557008,0.00019180648,0.0012091483,0.00019799556,0.000048304926,0.17586936],"genre_scores_gemma":[0.91064566,0.00009962424,0.00009115435,0.00019470166,0.00012636538,0.000007108719,0.005428376,0.000026155722,0.083380856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985776,0.00013770325,0.000365988,0.00028676612,0.00040667344,0.00022528147],"domain_scores_gemma":[0.9985548,0.0005481653,0.0004661727,0.00025259025,0.00007873079,0.00009952229],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015747141,0.00018745432,0.00033408488,0.00018392959,0.0004287665,0.000036508725,0.00017803482,0.0000707216,0.0027335447],"category_scores_gemma":[0.000042991527,0.00014139705,0.000060020237,0.00062400877,0.00008849777,0.00024972035,0.000078630685,0.00046619397,0.000002268954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015533685,0.000011308568,0.62491447,0.00062029524,0.00003284868,0.0000065624354,0.015260822,9.634615e-7,0.0000029804917,0.00034567487,0.00018489342,0.35846385],"study_design_scores_gemma":[0.0007674903,0.0003148908,0.79123384,0.00018943056,0.00013726787,0.000002861993,0.14837404,9.296119e-7,0.000005763183,0.000013758097,0.058866814,0.00009290927],"about_ca_topic_score_codex":0.00028300413,"about_ca_topic_score_gemma":0.000604859,"teacher_disagreement_score":0.35837096,"about_ca_system_score_codex":0.0003517096,"about_ca_system_score_gemma":0.00038087377,"threshold_uncertainty_score":0.99817806},"labels":[],"label_agreement":null},{"id":"W7000395725","doi":"","title":"Evidence Brief: Strengthening Care for Frail Older Adults in Canada","year":2017,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Long-term care; Stakeholder; MEDLINE; Key (lock); Healthy aging","score_opus":0.016763208672302736,"score_gpt":0.20931094350704108,"score_spread":0.19254773483473833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000395725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003090605,0.0032609368,0.00010416645,0.000032245138,0.00052586687,0.0014395654,0.001429936,0.00019984295,0.9926984],"genre_scores_gemma":[0.0077111893,0.000097527416,0.0007127045,0.000051271953,0.00022149963,0.0000068218037,0.00012050765,0.00094592833,0.9901326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703324,0.00013697779,0.00024594023,0.0011608491,0.00052928267,0.000893735],"domain_scores_gemma":[0.997609,0.00016446198,0.00068610325,0.0011135278,0.0001538567,0.00027303718],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008021967,0.00072850485,0.0008042174,0.00060722156,0.00021146177,0.00009541775,0.0017033893,0.00044426814,0.10509825],"category_scores_gemma":[0.00010353236,0.0008909277,0.00018981729,0.00046988766,0.00012503304,0.00034011982,0.00040700196,0.0005023734,0.00018428579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004593853,0.000034642675,0.010095652,0.0013150403,0.00019731624,0.0007684797,0.0012785018,0.00005475904,0.0000072160988,0.0001086645,0.4939084,0.49177194],"study_design_scores_gemma":[0.0028816846,0.00004082644,0.0009909464,0.011028851,0.00014172637,0.0000030833826,0.004562664,0.00007327724,0.000022307271,0.000001337532,0.9793161,0.0009371894],"about_ca_topic_score_codex":0.9273611,"about_ca_topic_score_gemma":0.9984608,"teacher_disagreement_score":0.49083474,"about_ca_system_score_codex":0.0031956309,"about_ca_system_score_gemma":0.00260754,"threshold_uncertainty_score":0.9993541},"labels":[],"label_agreement":null},{"id":"W7000406730","doi":"","title":"Exploring the Transitional Experiences of Nursing Faculty at Ontario Colleges","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Nursing shortage; Nurse education; Economic shortage; Health care; Team nursing; Nursing research; Qualitative research; Perspective (graphical)","score_opus":0.06151409096791964,"score_gpt":0.27222479362603325,"score_spread":0.2107107026581136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000406730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42675123,0.0001264292,0.0000075436137,0.0007328046,0.013445281,0.0003743809,0.000020119236,0.00008506673,0.55845714],"genre_scores_gemma":[0.14580052,0.000008435439,0.00009628306,0.000043810927,0.00010208867,0.0000102840495,0.00030324495,0.00003264717,0.8536027],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986514,0.000067743254,0.00022557157,0.00041474935,0.00038884263,0.00025170864],"domain_scores_gemma":[0.99944127,0.000041091957,0.00015122259,0.00021187088,0.00008534855,0.00006918344],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006139534,0.00027147066,0.00025794888,0.00022756282,0.000342703,0.00007215753,0.0003469449,0.000101877406,0.034620225],"category_scores_gemma":[0.0000038277544,0.00024576002,0.0002016365,0.00046764073,0.00012430426,0.00025522406,0.000025354537,0.00028550878,0.00006805522],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094986265,0.0002220743,0.000047891004,0.00033616542,0.00017924036,0.000023808792,0.7350768,0.000050072904,0.00034676987,0.001901121,0.042578533,0.21828766],"study_design_scores_gemma":[0.00030611566,0.00007054359,0.001391512,0.0012748498,0.00037073097,0.000004211592,0.37965518,0.000021588245,0.0027401412,0.00008197526,0.6138045,0.00027861487],"about_ca_topic_score_codex":0.0011774197,"about_ca_topic_score_gemma":0.013920609,"teacher_disagreement_score":0.571226,"about_ca_system_score_codex":0.0012075398,"about_ca_system_score_gemma":0.00011776693,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W7000445839","doi":"","title":"Favoriser le leadership pour la refonte du système de santé au Canada","year":2014,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.014916441067498102,"score_gpt":0.17949234946486675,"score_spread":0.16457590839736866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000445839","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006590801,0.00063090987,0.0045886175,0.0018601108,0.0011828727,0.00068593764,0.00051335315,0.0003530445,0.9895261],"genre_scores_gemma":[0.08596335,0.00003436759,0.00080996094,0.0004953421,0.0018819933,0.0000023708803,0.000063608706,0.001321657,0.90942734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99144375,0.0028991404,0.00056094205,0.0016773604,0.00091283984,0.0025059753],"domain_scores_gemma":[0.99579585,0.0005470816,0.0009121162,0.0013137374,0.00027227178,0.0011589284],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006837743,0.0016208737,0.001509031,0.00059846474,0.00052590866,0.00019567092,0.0022979616,0.0014506304,0.4383093],"category_scores_gemma":[0.00016157267,0.0020318204,0.00052303716,0.0012668404,0.00070445397,0.00037770224,0.00067600707,0.0014144364,0.008899277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010721645,0.0006407745,0.055992592,0.00307759,0.0032815407,0.010936009,0.0030504756,0.0019257043,0.000990521,0.049022984,0.70862263,0.16138703],"study_design_scores_gemma":[0.0036151975,0.000077649274,0.0053354255,0.0019442909,0.0008212321,0.00017261581,0.007156148,0.0008057232,0.00009923811,0.000051581523,0.9779213,0.0019996045],"about_ca_topic_score_codex":0.8927292,"about_ca_topic_score_gemma":0.9858597,"teacher_disagreement_score":0.42941004,"about_ca_system_score_codex":0.022371193,"about_ca_system_score_gemma":0.015706178,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W7000474030","doi":"","title":"Fetal Origin of Chronic Immune Disease: Role of Prenatal Stress Challenge","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Immune system; Fetus; Pregnancy; Prenatal stress; Fetal programming","score_opus":0.011210927476518568,"score_gpt":0.23736488990439025,"score_spread":0.2261539624278717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000474030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15450501,0.04802356,0.00006319448,0.00007819867,0.0007181945,0.0010793017,0.0005514531,0.00008879195,0.7948923],"genre_scores_gemma":[0.69324905,0.000754167,0.000033589902,0.0000026036298,0.00012736992,0.0000018448961,0.0011170628,0.00003073534,0.30468357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987051,0.00005056056,0.00030814664,0.0002665569,0.00038087438,0.00028875863],"domain_scores_gemma":[0.9986539,0.000029245622,0.00045325613,0.0004286311,0.0001385696,0.00029639094],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055218912,0.0002636736,0.00054164557,0.0002175988,0.00003858053,0.0000033068618,0.00026710305,0.00025814158,0.0425716],"category_scores_gemma":[0.000022990977,0.00026717575,0.0002564184,0.00025734815,0.000094487616,0.00019241164,0.000052203774,0.00030268112,0.000024561257],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030807124,0.0016565457,0.008779979,0.012862768,0.001097218,0.00012902402,0.0031360325,0.000011042737,0.0047123255,0.0027850266,0.000089968125,0.9616594],"study_design_scores_gemma":[0.017086836,0.0022073786,0.29177806,0.045659427,0.007885001,0.000032787462,0.020220436,0.00037955662,0.106567055,0.00015033098,0.50608844,0.0019446686],"about_ca_topic_score_codex":0.00011511956,"about_ca_topic_score_gemma":0.00014808017,"teacher_disagreement_score":0.9597147,"about_ca_system_score_codex":0.0001716,"about_ca_system_score_gemma":0.00059895474,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W7000484486","doi":"","title":"Examining Pain Phenotyping and the Role of Adipose Tissue in the Early Stage and Across the Disease Course of Knee Osteoarthritis","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Regeneron Pharmaceuticals; McMaster University; Pfizer; Arthritis Society; Eli Lilly and Company","keywords":"Osteoarthritis; Confounding; Synovitis; Knee pain; Disease; Inflammation; Infrapatellar fat pad; Adipose tissue","score_opus":0.00923735457867063,"score_gpt":0.24075400853141524,"score_spread":0.2315166539527446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000484486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366746,0.0033963178,0.0000057685224,0.000356003,0.00007062274,0.0007150114,0.000038502716,0.000013826291,0.05872938],"genre_scores_gemma":[0.9448995,0.00012043996,0.000009410356,0.000025360963,0.000025013123,0.0000044171607,0.000018671068,0.000010542246,0.054886635],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975585,0.0015627804,0.00019158656,0.00019969653,0.0002581279,0.00022935419],"domain_scores_gemma":[0.9984222,0.0010271122,0.0001528139,0.00025258132,0.00009061238,0.00005470184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021893058,0.00015925935,0.00023783902,0.00005410867,0.00056416076,0.00012245402,0.00045855573,0.00010885043,0.00061572023],"category_scores_gemma":[0.00014961454,0.00010614289,0.00005323793,0.00046783264,0.0007425041,0.00014307184,0.00014979858,0.00039692115,5.5094364e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000367783,0.000029538422,0.018045776,0.00021054626,0.00003994081,0.00002788086,0.36542362,0.0000029179373,0.0000042119113,0.0051264483,0.000012481744,0.61070883],"study_design_scores_gemma":[0.0007141725,0.000059216756,0.045658708,0.0002548916,0.0000894592,1.5044886e-7,0.867804,0.000038040853,0.00000972535,0.0022815564,0.0829367,0.00015337206],"about_ca_topic_score_codex":0.0074779214,"about_ca_topic_score_gemma":0.051180582,"teacher_disagreement_score":0.61055547,"about_ca_system_score_codex":0.000051153773,"about_ca_system_score_gemma":0.00027081958,"threshold_uncertainty_score":0.9991314},"labels":[],"label_agreement":null},{"id":"W7000501802","doi":"","title":"Evidence Brief: Planning for the Future Health Workforce of Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Government of Ontario; Registered Nurses' Association of Ontario; McMaster University","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Demotion; Triacetin","score_opus":0.03931504497885378,"score_gpt":0.25619315620938976,"score_spread":0.21687811123053596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000501802","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000057607117,0.0075174873,0.0060958597,0.00054844836,0.0006821287,0.0014490824,0.0003651612,0.0002514443,0.9830846],"genre_scores_gemma":[0.000033299337,0.00023130178,0.0014738285,0.00022784904,0.0007007477,0.0000032629623,0.000021027594,0.00065951084,0.99664915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977237,0.00015900226,0.00029785582,0.0006847617,0.0004388058,0.0006958967],"domain_scores_gemma":[0.9975259,0.0003177336,0.0010174171,0.000850817,0.00009317836,0.00019495722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028727463,0.00054665294,0.00071700104,0.00038466457,0.0002129953,0.00004359179,0.0013337935,0.00039466674,0.20516029],"category_scores_gemma":[0.000016150972,0.00040828277,0.0003299403,0.0005766091,0.00025147444,0.00021515225,0.000292035,0.00041644822,0.00045463568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056392193,0.00003239109,0.0019143197,0.0002930387,0.00036032713,0.00002266854,0.0013060087,0.000033164084,0.000013897345,0.004065497,0.7675812,0.22381355],"study_design_scores_gemma":[0.0011615354,0.00013713531,0.00027752417,0.0045220577,0.00017759949,0.0000055721994,0.0007420797,0.000006635818,0.000008599417,0.000020803242,0.99250734,0.00043312513],"about_ca_topic_score_codex":0.009710646,"about_ca_topic_score_gemma":0.13058412,"teacher_disagreement_score":0.22492611,"about_ca_system_score_codex":0.0015342503,"about_ca_system_score_gemma":0.0013769678,"threshold_uncertainty_score":0.9998369},"labels":[],"label_agreement":null},{"id":"W7000541227","doi":"","title":"Exploring the Intersection Between Sex- and Gender-based Considerations and Exercise-based Telerehabilitation in Individuals with Stroke","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; McMaster University; Fondation Brain Canada","keywords":"Telerehabilitation; Psychosocial; Rehabilitation; Intersection (aeronautics); Stroke (engine); Intervention (counseling); Telemedicine; MEDLINE","score_opus":0.04372212032021553,"score_gpt":0.2479993931136966,"score_spread":0.20427727279348107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000541227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815467,0.00022923469,0.00017855734,0.00036614767,0.00021624712,0.0010028278,0.000049712762,0.00007530392,0.016335286],"genre_scores_gemma":[0.97920084,0.000038615526,0.0012609299,0.00005436971,0.00005669401,0.000025924392,0.00014036022,0.00004275807,0.019179484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867916,0.00013195568,0.00025167505,0.0004818151,0.00026596402,0.00018944325],"domain_scores_gemma":[0.99887407,0.00063989277,0.000106842504,0.0001781201,0.00009794498,0.00010313079],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017758708,0.0002797697,0.0003955328,0.00055307103,0.00014595178,0.000098305216,0.000050816485,0.00017630424,0.0011322311],"category_scores_gemma":[0.000052488012,0.00022351665,0.00009433349,0.00039972944,0.00013343574,0.00022705918,0.00001928264,0.00048744347,0.000005551167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000765604,0.00016633933,0.5696976,0.0039358097,0.00045321076,0.00007919937,0.018399635,0.00036400033,0.00039730562,0.0005011004,0.00017163048,0.40506858],"study_design_scores_gemma":[0.0036214062,0.00069625245,0.9231583,0.002174658,0.0009858198,0.000008492458,0.061498594,0.00043616572,0.00078083127,0.00021884759,0.0059760585,0.00044457713],"about_ca_topic_score_codex":0.00009895136,"about_ca_topic_score_gemma":0.00077622855,"teacher_disagreement_score":0.404624,"about_ca_system_score_codex":0.00020817223,"about_ca_system_score_gemma":0.00027299512,"threshold_uncertainty_score":0.9997809},"labels":[],"label_agreement":null},{"id":"W7000576509","doi":"","title":"Fear and Fitra: Cognitive Science of Religion and Ghazali's Ultimate Agent","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Articular cartilage damage; Proteogenomics; Hyporeflexia","score_opus":0.013556132776937782,"score_gpt":0.2553985040373037,"score_spread":0.2418423712603659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000576509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864729,0.0002237955,0.000027473612,0.0000624097,0.00024903787,0.00029146354,0.000028385342,0.000063794454,0.4125807],"genre_scores_gemma":[0.5341549,0.0013757043,0.000057936064,0.000016644723,0.000041196934,8.8982523e-7,0.000059666352,0.000012552109,0.4642805],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988917,0.00013926855,0.00011999919,0.00033856006,0.00030227154,0.00020818958],"domain_scores_gemma":[0.9993636,0.00009599547,0.00013413857,0.00006983205,0.00023214448,0.0001042859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033996007,0.00013271927,0.0001713649,0.00019901269,0.00066233776,0.00006474508,0.00016551126,0.00015092039,0.0017270462],"category_scores_gemma":[0.000083511564,0.0001533664,0.00003507953,0.0007170809,0.00064091396,0.00040860707,0.000058568636,0.00013107,0.000021134674],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016572907,0.00017436771,0.0034421699,0.0006980931,0.00020906892,0.00013841863,0.10982259,0.00004740524,0.0056900107,0.37838697,0.000968608,0.498765],"study_design_scores_gemma":[0.0051591503,0.0011422749,0.081003495,0.004256836,0.0014570454,0.000012923823,0.7212791,0.00082278135,0.008163157,0.01949226,0.15420161,0.0030093503],"about_ca_topic_score_codex":0.0011425243,"about_ca_topic_score_gemma":0.004757799,"teacher_disagreement_score":0.6114565,"about_ca_system_score_codex":0.00008608201,"about_ca_system_score_gemma":0.00025983938,"threshold_uncertainty_score":0.9991855},"labels":[],"label_agreement":null},{"id":"W7000594214","doi":"","title":"A Guide to Inclusive and Meaningful Research with Hamilton Newcomers","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Face (sociological concept); Settlement (finance); Work (physics); Process (computing); Service (business)","score_opus":0.060278636764145826,"score_gpt":0.31753301614185797,"score_spread":0.2572543793777121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000594214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028450685,0.0005482452,0.00022011937,0.00031137973,0.00026946,0.0012195213,0.00026604446,0.00024654064,0.9940736],"genre_scores_gemma":[0.0011771016,0.00041724386,0.003302336,0.000109971836,0.0003317277,0.000005925684,0.00016999243,0.00041487452,0.9940708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914613,0.00090779475,0.00048388983,0.0021402405,0.0035193262,0.0014874894],"domain_scores_gemma":[0.99339366,0.00031379386,0.0003838711,0.0013121365,0.0035990055,0.0009975551],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015845699,0.00092500605,0.0012408887,0.0024820766,0.0007384316,0.00036319153,0.0012201399,0.0006870356,0.04215027],"category_scores_gemma":[0.00031798685,0.00097634195,0.0002036941,0.006368708,0.0005939986,0.000443094,0.0032385085,0.0019093243,0.0009397001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023065708,0.00036216454,0.0059303683,0.0014342992,0.002830527,0.029708123,0.009866801,0.0003182589,0.0017691395,0.0012370828,0.59833276,0.34590393],"study_design_scores_gemma":[0.0015020419,0.00047898976,0.00038787638,0.0014818301,0.00036104897,0.0003360985,0.01168682,0.000014030018,0.00019493295,0.000011623066,0.9824643,0.0010803868],"about_ca_topic_score_codex":0.007398172,"about_ca_topic_score_gemma":0.02064555,"teacher_disagreement_score":0.38413158,"about_ca_system_score_codex":0.005171183,"about_ca_system_score_gemma":0.0044267196,"threshold_uncertainty_score":0.9998382},"labels":[],"label_agreement":null},{"id":"W7000746582","doi":"","title":"HELMET NON-INVASIVE VENTILATION IN ACUTE RESPIRATORY FAILURE: A SYSTEMATIC REVIEW, CASE SERIES AND PILOT FEASIBILITY TRIAL","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Randomized controlled trial; Nasal cannula; Intubation; Noninvasive ventilation; Acute respiratory failure; Respiratory failure; Intensive care","score_opus":0.0258153933333818,"score_gpt":0.26709422787700793,"score_spread":0.24127883454362614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000746582","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8979876,0.008734852,0.000058932546,0.00017860693,0.0018256817,0.026295725,0.0003173825,0.000235726,0.064365484],"genre_scores_gemma":[0.08125743,0.0016176188,0.00049848645,0.00117778,0.00024082755,0.0002619187,0.0018228565,0.00022193391,0.91290116],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974183,0.00039702264,0.00068964524,0.0007322887,0.00044688195,0.00031588593],"domain_scores_gemma":[0.9984333,0.0000662065,0.000580019,0.0005567198,0.00015442108,0.00020937122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005284261,0.00045413146,0.0013685536,0.00042704822,0.00019505079,0.00004022639,0.0001811148,0.00025289875,0.017155675],"category_scores_gemma":[0.00012886617,0.00047230898,0.0002409658,0.0007367999,0.00004555171,0.0003585066,0.00010387064,0.000585821,0.000017847096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14862688,0.0011606467,0.0021433213,0.72941846,0.0016960041,0.0996719,0.003187934,0.0000024405838,0.006163325,0.00039757934,0.0025290325,0.0050025145],"study_design_scores_gemma":[0.2546845,0.049502514,0.0018706167,0.29811928,0.044627298,0.010112161,0.12850766,0.000033401437,0.00970874,0.00028851558,0.19602095,0.00652437],"about_ca_topic_score_codex":0.00005291095,"about_ca_topic_score_gemma":0.0032267366,"teacher_disagreement_score":0.84853566,"about_ca_system_score_codex":0.000463199,"about_ca_system_score_gemma":0.000555737,"threshold_uncertainty_score":0.99977285},"labels":[],"label_agreement":null},{"id":"W7000816289","doi":"","title":"Health and Prescription Drug Coverage Inequity: Towards Inclusive Migration and Health Policy","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health policy; Health care; Medical prescription; Prescription drug; Payment; Health equity; Immigration; International health; Health insurance","score_opus":0.020597765439751965,"score_gpt":0.3018806970708801,"score_spread":0.28128293163112816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000816289","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15850393,0.01515769,0.0018326102,0.08458209,0.002734459,0.0055580414,0.0006995081,0.00061763066,0.730314],"genre_scores_gemma":[0.4216487,0.0055826358,0.00030892887,0.008727529,0.0006077937,0.0000135315795,0.004302298,0.000113789974,0.5586948],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753207,0.00041218853,0.00045673587,0.0007964081,0.00027544366,0.0005271459],"domain_scores_gemma":[0.9983014,0.000031081225,0.00059407356,0.00024455073,0.000102409256,0.0007265111],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021102892,0.00041436986,0.0006305066,0.0003971562,0.0005097138,0.00009201954,0.00018712047,0.00030420366,0.004257025],"category_scores_gemma":[0.00002104515,0.00048612306,0.00007706655,0.0005774455,0.000051583283,0.0002979659,0.000096852986,0.0005063341,0.000038036887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089402834,0.00011462424,0.0034244233,0.0017129779,0.00014113028,0.00003226866,0.14252177,0.0000020798261,0.000007242014,0.03400117,0.014010628,0.80313766],"study_design_scores_gemma":[0.0027233928,0.00084484334,0.07707206,0.00028356875,0.000066830806,0.000019813086,0.03342447,0.00008677523,0.000009160926,0.00082774425,0.88407856,0.00056279276],"about_ca_topic_score_codex":0.046335053,"about_ca_topic_score_gemma":0.120986946,"teacher_disagreement_score":0.8700679,"about_ca_system_score_codex":0.00051407074,"about_ca_system_score_gemma":0.0013308526,"threshold_uncertainty_score":0.999759},"labels":[],"label_agreement":null},{"id":"W7000828683","doi":"","title":"Identification of RpoS Regulated Genes and their Functions in Escherichia Coli","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.006117959031484131,"score_gpt":0.18508824719833983,"score_spread":0.1789702881668557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000828683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984545,0.00072482193,0.00009066984,0.0000206935,0.00025283278,0.00021852716,0.000049463022,0.000008839856,0.014089167],"genre_scores_gemma":[0.66414225,0.00070189283,0.00010146817,0.0000139507565,0.000032901007,0.0000021414348,0.0006259858,0.000028334658,0.3343511],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991819,0.00006142937,0.00021170713,0.00035609276,0.000045344947,0.0001435231],"domain_scores_gemma":[0.9994463,0.0000037165203,0.00020104549,0.0002305836,0.00008359525,0.000034797336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053520307,0.00018743238,0.00020361744,0.00012542527,0.00004502476,0.000014625937,0.00015616586,0.00060659077,0.0007898534],"category_scores_gemma":[0.000008361086,0.00019971913,0.000060404167,0.00026156873,0.00006834855,0.000003899208,0.00004921843,0.00011587719,0.000002383685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015747822,0.00004328317,0.0003712348,0.00005546834,0.00006338786,0.0000016296557,0.000045489305,0.000010375102,0.96320665,0.000092283626,0.000059584385,0.03589312],"study_design_scores_gemma":[0.00058619806,0.00016168052,0.0036725998,0.000036291734,0.000054595475,0.000002319329,0.0016981992,0.000028765351,0.82870376,0.000042874417,0.16474478,0.00026793874],"about_ca_topic_score_codex":0.000037068396,"about_ca_topic_score_gemma":0.0009208077,"teacher_disagreement_score":0.32040274,"about_ca_system_score_codex":0.000017652956,"about_ca_system_score_gemma":0.0000669754,"threshold_uncertainty_score":0.8648341},"labels":[],"label_agreement":null},{"id":"W7001020279","doi":"","title":"Improving aerosolization and potency of a thermally stable spray dried vaccine platform for inhalation delivery","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University; Ontario Centres of Excellence","keywords":"Aerosolization; Inhalation; Potency; Immunization; Aerosol; Spray drying; Microsphere","score_opus":0.014896703930624516,"score_gpt":0.2224725794829018,"score_spread":0.2075758755522773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001020279","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967437,0.0002755598,0.0016190569,0.000052553987,0.0006241921,0.0019224776,0.00009348273,0.00020745605,0.09846152],"genre_scores_gemma":[0.31298855,0.00017188324,0.00085902587,0.00009105729,0.00017558302,0.000006504853,0.0017450489,0.00012079269,0.6838415],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986815,0.000031098418,0.0003794411,0.00039967903,0.00025604345,0.00025227817],"domain_scores_gemma":[0.9986756,0.00007232829,0.00044746936,0.00019572477,0.0005002968,0.00010861152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013018298,0.0002803913,0.00046485147,0.0004157644,0.00016620054,0.000028289021,0.00010395733,0.0004167698,0.0029707227],"category_scores_gemma":[0.000046714176,0.00029237344,0.00014808153,0.00046073794,0.000024939456,0.00030924185,0.00004448916,0.00020572537,0.000012568638],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0088124825,0.00040457668,0.0048257904,0.007762879,0.00080583367,0.00014514227,0.004953118,0.0004143154,0.15017918,0.0014059466,0.0010975404,0.8191932],"study_design_scores_gemma":[0.0850968,0.008701815,0.07976163,0.0119223995,0.012953607,0.000118855,0.12275614,0.05343126,0.37741706,0.00042730302,0.23992017,0.007492957],"about_ca_topic_score_codex":0.00013142488,"about_ca_topic_score_gemma":0.0005267272,"teacher_disagreement_score":0.8117002,"about_ca_system_score_codex":0.00012862525,"about_ca_system_score_gemma":0.0002599982,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W7001066251","doi":"","title":"Identifying an optimal strategy for converting pain as a continuous outcome to a responder analysis","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Confidence interval; Mean difference; Sample size determination; Mean squared error; Visual analogue scale; Standard error; Interval (graph theory); Outcome (game theory)","score_opus":0.44650603812821565,"score_gpt":0.46486733706981714,"score_spread":0.01836129894160149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001066251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22126454,0.0011580663,0.27925217,0.0003980816,0.0016442855,0.005330981,0.00032071723,0.00013151886,0.49049965],"genre_scores_gemma":[0.068023756,0.0000028292197,0.0039653108,0.00023138498,0.00009184905,0.000015209789,0.0003005768,0.000056299188,0.9273128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98223686,0.006296025,0.005360356,0.0023808423,0.0031660432,0.0005598956],"domain_scores_gemma":[0.9901163,0.002213061,0.0033454436,0.002381798,0.0014924277,0.00045094537],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.038737744,0.00073621987,0.0048967553,0.0027047757,0.00029525327,0.002656083,0.0023340695,0.00040566208,0.26721713],"category_scores_gemma":[0.0059234076,0.000521174,0.004493532,0.006447894,0.000029246366,0.0005397011,0.00018042467,0.00038651496,0.0025902442],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014231456,0.00016937451,0.005677582,0.0013737177,0.013092626,0.0007388813,0.0152648045,0.005807678,0.00035555777,0.0057936637,0.017642172,0.9326608],"study_design_scores_gemma":[0.0006526746,0.00045784508,0.0011774824,0.00029594812,0.01603974,0.000007197491,0.15829502,0.03849898,0.000067236004,0.0016364799,0.7815063,0.0013651013],"about_ca_topic_score_codex":0.00014863227,"about_ca_topic_score_gemma":0.0035870573,"teacher_disagreement_score":0.9312957,"about_ca_system_score_codex":0.00018035003,"about_ca_system_score_gemma":0.00020326192,"threshold_uncertainty_score":0.999724},"labels":[],"label_agreement":null},{"id":"W7001072379","doi":"","title":"Impact of propagation effects on the spectro-temporal properties of Fast Radio Bursts","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise (video); Doppler effect; Radar; Clutter; Stability (learning theory); Radar tracker; Signal processing","score_opus":0.013078745132473922,"score_gpt":0.2515770545926925,"score_spread":0.23849830946021855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001072379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125878,0.00008951068,0.00025214526,0.00019918256,0.000054966935,0.00037176174,0.00009594522,0.000009019294,0.086339675],"genre_scores_gemma":[0.89337057,0.0000011236502,0.000027416334,0.0000021681371,0.00006191981,8.910227e-7,0.000018186962,0.0000085843485,0.10650914],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935335,0.00007995367,0.0000924937,0.00014262163,0.00019061894,0.0001409348],"domain_scores_gemma":[0.9996723,0.000068103414,0.00004668127,0.0001177096,0.00005841065,0.000036831163],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064921296,0.0001052765,0.00012987165,0.00008831968,0.00005088126,0.000030935043,0.00016447142,0.000020973344,0.005060133],"category_scores_gemma":[0.000003035147,0.0000648919,0.00015864817,0.00034489407,0.0000813933,0.00012511565,0.000046643807,0.00012291461,0.00002133281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010347692,0.0006335553,0.045105323,0.0009533214,0.0018136199,0.00006903387,0.0037711745,0.0009193776,0.2875951,0.26164138,0.0031060078,0.39335734],"study_design_scores_gemma":[0.005700886,0.007162424,0.1311277,0.0047186557,0.00054281094,0.000009610671,0.008105448,0.019889714,0.70947814,0.03357359,0.07783591,0.0018551103],"about_ca_topic_score_codex":0.00015286921,"about_ca_topic_score_gemma":0.0000028460859,"teacher_disagreement_score":0.42188305,"about_ca_system_score_codex":0.000055688626,"about_ca_system_score_gemma":0.00010178622,"threshold_uncertainty_score":0.9958494},"labels":[],"label_agreement":null},{"id":"W7001123315","doi":"","title":"Implementation Process for the Canadian Indigenous Cognitive Assessment","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Indigenous; Treaty; White (mutation); Traditional knowledge; Process (computing); Indigenous education; Indigenous culture","score_opus":0.02477963019554432,"score_gpt":0.2936891584320171,"score_spread":0.2689095282364728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001123315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017023518,0.00036473578,0.00069273374,0.00011911873,0.0004372716,0.0035164473,0.005221696,0.00032585816,0.98930514],"genre_scores_gemma":[0.0037654706,0.000015852427,0.00012630096,0.00015178937,0.00027990344,0.000041941083,0.00052765495,0.0011705587,0.9939205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795705,0.000092259324,0.00016983271,0.000686184,0.000378749,0.0007159112],"domain_scores_gemma":[0.9990046,0.0000694935,0.00024812334,0.0002692831,0.00015612264,0.0002523727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001667609,0.00048024586,0.00031774087,0.000961501,0.00037819825,0.0002355477,0.0005970664,0.00032214145,0.2500542],"category_scores_gemma":[0.0000047714366,0.00043548495,0.0001752095,0.0011034578,0.00014467057,0.00012404652,0.00009735701,0.0004064203,0.0028314812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010420345,0.000074077376,0.0013330897,0.00086563104,0.0029243545,0.0003332209,0.0044064196,0.0000148057015,0.000007221051,0.0044091516,0.7100476,0.27548024],"study_design_scores_gemma":[0.0010926109,0.00009438161,0.000159165,0.00027515765,0.001157286,0.000005817578,0.014666987,0.00003159673,0.000016795388,0.00014134239,0.9818492,0.0005096375],"about_ca_topic_score_codex":0.16911179,"about_ca_topic_score_gemma":0.9516545,"teacher_disagreement_score":0.7825427,"about_ca_system_score_codex":0.0015762728,"about_ca_system_score_gemma":0.0019252184,"threshold_uncertainty_score":0.9998097},"labels":[],"label_agreement":null},{"id":"W7001146505","doi":"","title":"An Innovative Fabrication Route to Machining Micro-Tensile Specimens Using Plasma-Focused Ion Beam and Femtosecond Laser Ablation and Investigation of the Size Effect Phenomenon Through Mechanical Testing of Fabricated Single Crystal Copper Micro-Tensile Specimens","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Machining; Fabrication; Microstructure; Focused ion beam; Laser beam machining; Nanomanufacturing; Martensite; Deformation (meteorology); Martensitic stainless steel","score_opus":0.027919559173594437,"score_gpt":0.22288404963081848,"score_spread":0.19496449045722405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001146505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671763,0.00003600492,0.00012557948,0.00002624974,0.00038184505,0.0008869668,0.00016100309,0.00006819951,0.0015964981],"genre_scores_gemma":[0.9894565,0.000003800727,0.005886143,0.0000590218,0.000090811765,0.0000022406055,0.00018096903,0.0000694138,0.0042511267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977336,0.00030934,0.0005682072,0.000746333,0.00030473503,0.00033780863],"domain_scores_gemma":[0.9978909,0.00030904065,0.0008064192,0.00033159685,0.0005540677,0.00010795732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003025385,0.00042164882,0.0006330707,0.00017157971,0.000298364,0.000097634744,0.00029040445,0.00031463735,0.00057949295],"category_scores_gemma":[0.00020558413,0.00036956207,0.000063660686,0.0011206253,0.00016225102,0.0004540677,0.00021723734,0.00024471953,0.000005466919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047598308,0.000033632397,0.00047565234,0.00024263714,0.000050262468,0.0000035710698,0.0041215247,0.00018353075,0.9906177,0.000041071442,0.000033042208,0.0037214085],"study_design_scores_gemma":[0.001000394,0.0005354562,0.0054511996,0.0004953674,0.0002024795,0.000006824323,0.0026700501,0.00044448904,0.98834646,0.00014737403,0.00031831075,0.00038160905],"about_ca_topic_score_codex":0.00052700646,"about_ca_topic_score_gemma":0.00025729268,"teacher_disagreement_score":0.007261181,"about_ca_system_score_codex":0.0002064415,"about_ca_system_score_gemma":0.00011353266,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W7001168497","doi":"","title":"INVESTIGATION OF THE NEAR-FIELD EVOLUTION IN DEEP GEOLOGICAL REPOSITORIES AND ITS IMPLICATIONS FOR LONG-TERM NUCLEAR WASTE DISPOSAL","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radioactive waste; Radionuclide; Spent nuclear fuel; Population; High-level waste; Dispose pattern; Sustainability","score_opus":0.008812892123893062,"score_gpt":0.20791288392507454,"score_spread":0.1990999918011815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001168497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95326716,0.00007159143,0.0006330829,0.00048306285,0.00015976712,0.00076205167,0.00001336693,0.00003493472,0.044574987],"genre_scores_gemma":[0.931285,0.000029911142,0.00028654851,0.000040919585,0.00002198595,0.000006513831,0.00006587989,0.000008463311,0.06825476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993174,0.00005584085,0.0001577607,0.0002569957,0.000094546995,0.00011743432],"domain_scores_gemma":[0.99954635,0.00006165522,0.00018137014,0.00014909076,0.00002802588,0.000033492866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005959649,0.00012170997,0.00014048323,0.00004960363,0.00016874222,0.000020674785,0.0002408715,0.0002262865,0.0010724278],"category_scores_gemma":[0.000048539427,0.000105488725,0.0000614475,0.0003411237,0.00006877968,0.00015757118,0.00012696115,0.00013556019,0.0000014909066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005150107,0.000108796776,0.8245751,0.0008512635,0.00007279464,0.0000082110255,0.0044577047,0.00020390782,0.06168161,0.024248747,0.0011397933,0.08213701],"study_design_scores_gemma":[0.0005983394,0.0001722957,0.9715952,0.00029736327,0.00015518273,0.0000024031553,0.001420532,0.0009351852,0.018708542,0.0021785623,0.00358902,0.0003473479],"about_ca_topic_score_codex":0.00009926215,"about_ca_topic_score_gemma":0.0021499977,"teacher_disagreement_score":0.14702009,"about_ca_system_score_codex":0.0001279445,"about_ca_system_score_gemma":0.000027910557,"threshold_uncertainty_score":0.99984074},"labels":[],"label_agreement":null},{"id":"W7001260513","doi":"","title":"Investigating the Effect of a Micelle-Based Drug Delivery System in Reducing IOP and Glaucomatous Effects in a Partially Open Angle Mouse Model of Glaucoma","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Glaucoma; Latanoprost; Intraocular pressure; Open angle glaucoma; Retinal ganglion cell; Pilocarpine","score_opus":0.00941746806413998,"score_gpt":0.2157621061377618,"score_spread":0.20634463807362183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001260513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883187,0.00024056729,0.000010711854,0.000038919683,0.00008381406,0.0019800612,0.000013842263,0.000041935335,0.009271491],"genre_scores_gemma":[0.9765625,0.000015682932,0.00026717765,0.000019011046,0.000011694976,0.000015401463,0.000093897135,0.00006671647,0.022947919],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979731,0.0004410718,0.0004813396,0.0004660305,0.00029447084,0.00034400972],"domain_scores_gemma":[0.99861145,0.00045090952,0.0004209144,0.0003285494,0.0000739468,0.00011421453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004382347,0.0003658953,0.0009730059,0.00044669904,0.00007461668,0.000027346448,0.0004327543,0.00025649994,0.00005628069],"category_scores_gemma":[0.00006665906,0.00030534263,0.00015383134,0.0008491925,0.00011277401,0.00010310514,0.00017418498,0.00042930737,0.0000027295985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007837157,0.00035275135,0.8067878,0.04676892,0.0004467503,0.00076309015,0.015027895,0.0015832494,0.08342934,0.0002207844,0.00020701026,0.03657525],"study_design_scores_gemma":[0.038648568,0.003051037,0.31434345,0.059742495,0.002734922,0.000027791726,0.075634815,0.33626467,0.16746753,0.000080164,0.00019805129,0.0018064848],"about_ca_topic_score_codex":0.0062683965,"about_ca_topic_score_gemma":0.011785521,"teacher_disagreement_score":0.49244434,"about_ca_system_score_codex":0.00017243814,"about_ca_system_score_gemma":0.00029548755,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W7001341506","doi":"","title":"Investigating mobile applications for driving rehabilitation after stroke in occupational therapy: the patient, caregiver, and clinician perspective","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AGE-WELL; McMaster University","keywords":"Psychological intervention; Perspective (graphical); Mobile technology; Rehabilitation; Stroke (engine); Affect (linguistics); Health technology; Mobile device","score_opus":0.027304035253094744,"score_gpt":0.3475137814647528,"score_spread":0.3202097462116581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001341506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88657343,0.002180757,0.00020502217,0.00097293005,0.0011418472,0.010551498,0.00047017753,0.00020622379,0.09769814],"genre_scores_gemma":[0.75630045,0.00021857159,0.0012211002,0.00033262942,0.00039561943,0.0022219247,0.0003045081,0.00013205185,0.23887317],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99792343,0.00036676167,0.0004388709,0.0006778152,0.00022715605,0.00036594487],"domain_scores_gemma":[0.99703693,0.0018395962,0.00034065254,0.00026592895,0.00044705384,0.00006982911],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024380806,0.00031557583,0.00034700555,0.0002809606,0.0007730319,0.000037993133,0.00021403006,0.00031499707,0.0011346115],"category_scores_gemma":[0.0001662999,0.0002788126,0.00013941883,0.00046921187,0.00014701376,0.00020027012,0.00013193848,0.0007999378,0.000024567413],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029120012,0.00012977881,0.5157283,0.0015789027,0.000372355,0.000005511294,0.3409287,0.000053194533,0.00005197993,0.0046546524,0.00151325,0.13469215],"study_design_scores_gemma":[0.0011685069,0.0002569455,0.19970429,0.0012621104,0.00015351125,2.5875025e-7,0.5655366,0.00017116254,0.000004820548,0.0020964995,0.22924878,0.0003965081],"about_ca_topic_score_codex":0.00069484423,"about_ca_topic_score_gemma":0.0452186,"teacher_disagreement_score":0.31602404,"about_ca_system_score_codex":0.0005888561,"about_ca_system_score_gemma":0.00033327055,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W7001421800","doi":"","title":"Issue Brief: Renforcer la capacité des systèmes de santé nationaux pour lutter contre de futures pandémies mondiales","year":2013,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; International relations; Coronavirus disease 2019 (COVID-19); International development","score_opus":0.008910995510166867,"score_gpt":0.20453043109253702,"score_spread":0.19561943558237016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001421800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007931209,0.004498433,0.003487751,0.00042712965,0.0005560886,0.0012244022,0.0011052544,0.0005669993,0.98020273],"genre_scores_gemma":[0.019170584,0.0006259257,0.005889923,0.0005069582,0.0019791631,0.000013234229,0.00013569504,0.0010355486,0.970643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935955,0.0016333584,0.00062511605,0.001367711,0.0007595861,0.0020187201],"domain_scores_gemma":[0.99626476,0.000704641,0.00087349594,0.0008749797,0.0005064836,0.00077565206],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00041880587,0.0016745551,0.0014302827,0.0010868018,0.00077092426,0.00067352003,0.0015760517,0.001942444,0.7249348],"category_scores_gemma":[0.00019516915,0.0018645022,0.0006750431,0.0010577888,0.0020227714,0.0010110138,0.0005575892,0.0011211584,0.01657167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007250697,0.0005113972,0.02984733,0.0021937655,0.003875524,0.0020202014,0.017118504,0.001980058,0.0032376666,0.072597355,0.44830805,0.41758507],"study_design_scores_gemma":[0.0034827446,0.00009248494,0.01559814,0.0017463021,0.0010614976,0.00022531909,0.014197648,0.0009041844,0.0006166123,0.0013342659,0.95883936,0.00190144],"about_ca_topic_score_codex":0.009690493,"about_ca_topic_score_gemma":0.012710494,"teacher_disagreement_score":0.7083631,"about_ca_system_score_codex":0.003762165,"about_ca_system_score_gemma":0.0010874365,"threshold_uncertainty_score":0.9996001},"labels":[],"label_agreement":null},{"id":"W7001443317","doi":"","title":"Investigating and Optimizing Biomarker Microarrays to Enhance Biosensing Capabilities for Diagnostics","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biosensor; Multiplex; Microarray; DNA microarray; Protein microarray; Self-healing hydrogels; Antibody microarray","score_opus":0.01541228247007012,"score_gpt":0.23728799703709538,"score_spread":0.22187571456702526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001443317","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8984282,0.00057024375,0.0034882245,0.00021134327,0.0009203044,0.00062821544,0.0005296474,0.0004794696,0.09474435],"genre_scores_gemma":[0.042047903,0.0003756619,0.017648079,0.0001396627,0.00031409162,0.000016193653,0.0015983502,0.0002749354,0.9375851],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867904,0.000020511416,0.00025190553,0.0005769373,0.00012875322,0.00034286745],"domain_scores_gemma":[0.9989391,0.0003550031,0.00023729265,0.000213349,0.000107732914,0.00014754561],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047273887,0.00034690593,0.0003446485,0.00014471401,0.0002653409,0.00009934026,0.0001774728,0.00028754404,0.0020812503],"category_scores_gemma":[0.00017215297,0.00042976477,0.00009459778,0.00025908966,0.00005674148,0.00015936758,0.000076329554,0.00015553854,0.000011240475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093091054,0.000019080764,0.00025855095,0.001337648,0.00010723303,0.000012202487,0.004443857,0.000022700871,0.5656582,0.00008501283,0.0002742791,0.42768812],"study_design_scores_gemma":[0.00040230143,0.00003577656,0.0003559784,0.0022258325,0.0002789625,0.0000028597428,0.04002983,0.00038430505,0.86536,0.00010570774,0.08972691,0.0010914846],"about_ca_topic_score_codex":0.000053320113,"about_ca_topic_score_gemma":0.0002825749,"teacher_disagreement_score":0.8563803,"about_ca_system_score_codex":0.00010801604,"about_ca_system_score_gemma":0.000056778863,"threshold_uncertainty_score":0.9998154},"labels":[],"label_agreement":null},{"id":"W7001814257","doi":"","title":"A Learning-Based Robust Optimization Framework for Resilient and Sustainable Synchromodal Freight Transportation Under Uncertainty","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Transport Canada; McMaster University","keywords":"Adaptability; Matching (statistics); Work (physics); Path (computing); Robustness (evolution); Flexibility (engineering)","score_opus":0.010396908630952939,"score_gpt":0.22525493685009634,"score_spread":0.2148580282191434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001814257","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044026274,0.0019115361,0.85411674,0.0008793806,0.0007308375,0.0034742379,0.00027661797,0.0007510571,0.09383333],"genre_scores_gemma":[0.26504594,0.000155175,0.026688648,0.00017108802,0.00022034088,0.000021482172,0.011996235,0.0001636682,0.69553745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985227,0.000051595496,0.00021323605,0.0005665297,0.00025529636,0.00039063967],"domain_scores_gemma":[0.99897313,0.0002594913,0.00014606737,0.00016652787,0.00026878418,0.0001859995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101541016,0.00032766606,0.00037792468,0.0002676446,0.0002358152,0.000084469444,0.00010202782,0.00056620163,0.0036116564],"category_scores_gemma":[0.00010869492,0.0003454682,0.00016243914,0.0004568637,0.000051961026,0.000118938624,0.000015188275,0.0005560506,0.0000062107274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002785278,0.00012493317,0.0007296688,0.0039076414,0.00024846056,0.0004136983,0.0009090193,0.9670213,0.000010485397,0.012614629,0.00052471267,0.01071018],"study_design_scores_gemma":[0.012546946,0.004889532,0.007638453,0.013991192,0.009259379,0.000022784681,0.09027695,0.6882982,0.00075715577,0.0052697905,0.16418521,0.002864366],"about_ca_topic_score_codex":0.0002685503,"about_ca_topic_score_gemma":0.0004079756,"teacher_disagreement_score":0.8274281,"about_ca_system_score_codex":0.00028347544,"about_ca_system_score_gemma":0.00031856267,"threshold_uncertainty_score":0.99989974},"labels":[],"label_agreement":null},{"id":"W7001832053","doi":"","title":"THE LIVED EXPERIENCE OF BLACK WOMEN WITH BREAST CANCER IN TORONTO","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Psychosocial; Racism; Lived experience; Qualitative research; Thematic analysis; Invisibility; Health care","score_opus":0.01004572663503112,"score_gpt":0.24095432105057912,"score_spread":0.230908594415548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001832053","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48556754,0.001109193,0.0000065285085,0.00007618975,0.00017371273,0.00028774497,0.00005737449,0.00003871133,0.51268303],"genre_scores_gemma":[0.5544877,0.0005116692,0.000029588493,0.000018928004,0.0000427163,0.000004778488,0.000026684731,0.000023392426,0.44485453],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99908274,0.000027054166,0.00014203598,0.00026938086,0.00022832576,0.00025047734],"domain_scores_gemma":[0.9994278,0.00007165691,0.00009605669,0.0002065251,0.00009218058,0.000105770356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004045875,0.00018979507,0.00027188472,0.000047760128,0.000043654236,0.000022596649,0.00020226403,0.00014189699,0.017306935],"category_scores_gemma":[0.000012152794,0.00013471983,0.00004574374,0.00026913374,0.000099511926,0.00009609793,0.000049523893,0.00022812386,0.00001170657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016376061,0.00027959413,0.03054856,0.0018292012,0.0007297085,0.0013611225,0.08647619,0.00013262714,0.0006276701,0.0010702565,0.0011659038,0.8594031],"study_design_scores_gemma":[0.003593051,0.00081388897,0.31412625,0.0075187883,0.00054289086,0.000031939595,0.5822815,0.0004041284,0.00077531644,0.000035595716,0.089120395,0.0007562897],"about_ca_topic_score_codex":0.007488507,"about_ca_topic_score_gemma":0.041798256,"teacher_disagreement_score":0.8586468,"about_ca_system_score_codex":0.00062625407,"about_ca_system_score_gemma":0.00018587416,"threshold_uncertainty_score":0.9991207},"labels":[],"label_agreement":null},{"id":"W7001999542","doi":"","title":"Low-cost Bench-Top Microfabrication of Nano/Microstructured Electrodes for Electrochemical Biosensing","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Geobacter sulfurreducens; Microfabrication; Microfluidics; Miniaturization; Electrode; Fabrication; Microbial fuel cell","score_opus":0.0044669852950549,"score_gpt":0.18435010039825003,"score_spread":0.17988311510319513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001999542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88748616,0.00012798725,0.0017583081,0.000055996577,0.0006521978,0.001933077,0.00013941326,0.00006278525,0.10778407],"genre_scores_gemma":[0.6995565,0.00017272613,0.002820649,0.000102120066,0.00012267331,0.0000024399385,0.003594637,0.00008064054,0.2935476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855,0.00003782255,0.00026666644,0.00056361355,0.00020090332,0.00038099173],"domain_scores_gemma":[0.9991846,0.000039599596,0.0004112444,0.000234347,0.000060258382,0.000069949005],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006815942,0.00030272247,0.00033416713,0.00009806178,0.00010542001,0.000030990606,0.0003425419,0.0004043067,0.0127187325],"category_scores_gemma":[0.000015869764,0.00032876714,0.00019222619,0.00043944968,0.00006718666,0.00015375932,0.000060112703,0.0001886422,0.00006769821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003126493,0.000041209252,0.00056311995,0.0001884368,0.000027978118,9.049131e-7,0.00022451961,0.000008781354,0.94290686,0.00003633883,0.0011098356,0.05457934],"study_design_scores_gemma":[0.0005683757,0.000073642586,0.0007617095,0.000059821305,0.00010846956,0.0000019475885,0.00026392186,0.00006459156,0.919734,0.000041312313,0.07798388,0.00033833907],"about_ca_topic_score_codex":0.00013340659,"about_ca_topic_score_gemma":0.0003776018,"teacher_disagreement_score":0.18792966,"about_ca_system_score_codex":0.0003706571,"about_ca_system_score_gemma":0.00006266525,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W7002077684","doi":"","title":"Measuring Daily Activities in Dementia","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Dementia; Quality of life (healthcare); Reliability (semiconductor); Assisted living; Consistency (knowledge bases); Psychometrics","score_opus":0.011181387455556484,"score_gpt":0.2057804062134687,"score_spread":0.1945990187579122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002077684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027533328,0.0003673956,0.000039151233,0.000011892222,0.00036461902,0.0001280628,0.000025662224,0.00003674299,0.9714931],"genre_scores_gemma":[0.64866346,0.0000055006103,0.000025449765,0.000004356629,0.00009909533,0.000002322607,0.00009135842,0.00002542775,0.351083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990845,0.00003397538,0.00012938214,0.00034710937,0.00014910456,0.0002559266],"domain_scores_gemma":[0.99973637,0.000023215434,0.000058978803,0.00011509767,0.000017588856,0.000048771042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027476302,0.00027071653,0.00027079528,0.000116200536,0.00009299274,0.000062532534,0.00019534162,0.00006578976,0.031088917],"category_scores_gemma":[4.3355988e-7,0.00028934627,0.00015470394,0.00025044815,0.000050293052,0.0001548578,0.000118240176,0.00031555758,0.00014347646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017748021,0.00023226504,0.0040689665,0.0002927697,0.001055824,0.000060500082,0.005495858,0.000021470061,0.0016747613,0.8685175,0.00050406577,0.117898494],"study_design_scores_gemma":[0.0029410324,0.0001990408,0.0015390113,0.002540782,0.0013856238,6.642092e-7,0.24856259,0.00017295204,0.03768596,0.49908358,0.20294972,0.0029390494],"about_ca_topic_score_codex":0.00028869466,"about_ca_topic_score_gemma":0.00021696696,"teacher_disagreement_score":0.62113017,"about_ca_system_score_codex":0.000071988674,"about_ca_system_score_gemma":0.000036850208,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W7002132707","doi":"","title":"Mating System and Mitochondrial Inheritance in a Basidiomycete Yeast, Cryptococcus neoformans","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust","keywords":"Mating type; Mating; Locus (genetics); Mitochondrial DNA; Allele; Non-Mendelian inheritance; Cryptococcus neoformans","score_opus":0.005868198815377862,"score_gpt":0.19370284244748656,"score_spread":0.1878346436321087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002132707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38426068,0.0013136554,0.00017863122,0.000015939104,0.0006985481,0.0006279554,0.00009053041,0.00004034596,0.6127737],"genre_scores_gemma":[0.24478765,0.00019805213,0.0013690983,0.000030145815,0.00068954605,0.000013354161,0.0007373559,0.00008965615,0.75208515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998827,0.000053396925,0.00021532577,0.0004689532,0.00012307339,0.00031224266],"domain_scores_gemma":[0.9995307,0.000006170133,0.00016135415,0.00018321411,0.000059375594,0.000059200902],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003998848,0.00030346288,0.00030839635,0.00010837654,0.00012602523,0.00004163753,0.00018464799,0.0003437624,0.00054387003],"category_scores_gemma":[0.0000067294104,0.00032367828,0.00009350421,0.00017752415,0.00003898546,0.000010145748,0.000107878346,0.00018003934,0.000012660095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006158669,0.00046956513,0.044648394,0.008282897,0.0014418712,0.001447581,0.0041715307,0.0006132199,0.3890806,0.0035691515,0.022674723,0.51744175],"study_design_scores_gemma":[0.0048529147,0.00042973983,0.019213239,0.001711428,0.0002739409,0.00004201131,0.01979531,0.00025190815,0.009822341,0.000019044312,0.94185084,0.0017372919],"about_ca_topic_score_codex":0.00021254175,"about_ca_topic_score_gemma":0.0038275863,"teacher_disagreement_score":0.9191761,"about_ca_system_score_codex":0.000064812106,"about_ca_system_score_gemma":0.00006290038,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W7002251675","doi":"","title":"Mobilizing Social Sciences, Humanities and Arts in Addressing Global Health Crises","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global health; The arts; Government (linguistics); Public policy; Democracy; Science policy; Connection (principal bundle)","score_opus":0.12369748712647846,"score_gpt":0.3086294844583672,"score_spread":0.18493199733188873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002251675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037739112,0.005207423,0.0000034314885,0.00014755336,0.0020808189,0.00029231425,0.00075989234,0.000115457166,0.99101573],"genre_scores_gemma":[0.031488623,0.00084101356,0.00021104176,0.0015812902,0.0027951065,0.000008262751,0.00031999062,0.00008956226,0.9626651],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973317,0.00018673661,0.0003620831,0.0007067572,0.00081355654,0.0005991942],"domain_scores_gemma":[0.99919266,0.00005266789,0.00036749843,0.00017627142,0.00015118519,0.000059704613],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039478365,0.00041812082,0.000621553,0.0002678271,0.0023085948,0.0006521392,0.0004945363,0.00016946335,0.085440226],"category_scores_gemma":[0.000026847734,0.00047320433,0.00013334573,0.00031560438,0.0010614785,0.0005135701,0.0007625814,0.00063569535,0.0000025229144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009160342,0.00013482057,0.0033645853,0.0011085132,0.00014930454,0.0005871227,0.03675971,0.000023496927,3.0893642e-7,0.6056632,0.19654347,0.15557387],"study_design_scores_gemma":[0.00025830735,0.00011140952,0.0001843799,0.00026195907,0.000044245226,0.000026709225,0.039641168,0.0000035827763,1.4302725e-7,0.00042243153,0.95863897,0.00040666913],"about_ca_topic_score_codex":0.0036455581,"about_ca_topic_score_gemma":0.018887224,"teacher_disagreement_score":0.7620955,"about_ca_system_score_codex":0.0024753255,"about_ca_system_score_gemma":0.0012209154,"threshold_uncertainty_score":0.99977195},"labels":[],"label_agreement":null},{"id":"W7002291423","doi":"","title":"Mobilisation des collectivités dans l'établissement des priorités pour les soins à domicile et les soins communautaires dans le Nord-Est de l'Ontario","year":2015,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Fusible alloy","score_opus":0.04147363662403432,"score_gpt":0.2451058155092871,"score_spread":0.20363217888525276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002291423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29038393,0.00093454466,0.0134762935,0.00013860385,0.00028855802,0.0018391403,0.0010895557,0.00054584886,0.6913035],"genre_scores_gemma":[0.07141413,0.0001915388,0.0123346355,0.000043271666,0.00024033866,0.00002275532,0.00045828582,0.0011599102,0.91413516],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904325,0.0036172522,0.0009230297,0.0018367022,0.0010416948,0.0021488166],"domain_scores_gemma":[0.99495417,0.0006670347,0.0010909415,0.0015941582,0.0007276961,0.0009660224],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0013623261,0.002085671,0.0017510253,0.0011924582,0.002616888,0.00064076524,0.0023032604,0.0016135145,0.14690746],"category_scores_gemma":[0.00022936083,0.0025652896,0.00067316566,0.0022765358,0.003435139,0.001579096,0.0015688351,0.0019936461,0.0013590155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0025685895,0.006785277,0.59028095,0.0018093653,0.0038769846,0.0018078472,0.17107514,0.019557526,0.029770719,0.016018244,0.033628367,0.12282099],"study_design_scores_gemma":[0.007690511,0.00077947025,0.06882866,0.0025134,0.0015291247,0.00016785275,0.09359928,0.0012667329,0.002423277,0.0009452591,0.8175557,0.0027007095],"about_ca_topic_score_codex":0.63130885,"about_ca_topic_score_gemma":0.99084365,"teacher_disagreement_score":0.7839273,"about_ca_system_score_codex":0.018519215,"about_ca_system_score_gemma":0.013894898,"threshold_uncertainty_score":0.9996826},"labels":[],"label_agreement":null},{"id":"W7002322235","doi":"","title":"THE MESSAGES TO THE SEVEN CHURCHES: A PARADIGM FOR ORGANIZATIONAL EVALUATION FOR CANADIAN PROTESTANT CHURCHES","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Divinity; Protestantism; Pulpit; Christianity","score_opus":0.027927626327940224,"score_gpt":0.2448757093312733,"score_spread":0.2169480830033331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002322235","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018965429,0.002604859,0.0042800936,0.20988932,0.0021459847,0.052553013,0.0019329641,0.00034093155,0.70728743],"genre_scores_gemma":[0.1371099,0.0002476971,0.00090740813,0.005331485,0.0010775871,0.00051856774,0.005191701,0.00017184128,0.8494438],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986085,0.00009435204,0.00019042799,0.00042194623,0.00033547037,0.00034927597],"domain_scores_gemma":[0.9987652,0.0003425008,0.00012660089,0.00019451277,0.00030714358,0.00026408702],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022841111,0.00025238682,0.0002575948,0.000087557804,0.0006212616,0.000064802414,0.00035694565,0.00020518951,0.003749316],"category_scores_gemma":[0.0005140416,0.00016443539,0.00016847745,0.00059302436,0.000040926592,0.00005072186,0.000027760636,0.00023361652,0.00002822357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012257585,0.0002829501,0.0020384854,0.0020902974,0.0014351382,0.00007217698,0.012221032,0.0006404482,0.00044081273,0.029660678,0.12578362,0.8130768],"study_design_scores_gemma":[0.0012255434,0.00052816543,0.0036169162,0.00004050486,0.00063806475,0.0000024898839,0.003350438,0.001061416,0.00005990112,0.0013068722,0.98793846,0.00023123303],"about_ca_topic_score_codex":0.0008952639,"about_ca_topic_score_gemma":0.043205403,"teacher_disagreement_score":0.86215484,"about_ca_system_score_codex":0.00019776175,"about_ca_system_score_gemma":0.0010946932,"threshold_uncertainty_score":0.9971614},"labels":[],"label_agreement":null},{"id":"W7002381625","doi":"","title":"NUMERICAL ANALYSIS OF COUPLING A SOLAR THERMAL SYSTEM WITH GROUND SOURCE HEAT PUMP SYSTEM","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heat exchanger; Heat transfer; Evaporative cooler; Thermal; Thermal energy","score_opus":0.007373794518112865,"score_gpt":0.18738982522284395,"score_spread":0.18001603070473107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002381625","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29636404,0.00041064675,0.005312423,0.000016214759,0.0003740688,0.00048105986,0.0000756667,0.0006052958,0.6963606],"genre_scores_gemma":[0.7286683,0.0000030087506,0.000046305184,0.0000045927095,0.00009695691,0.000010421279,0.00035466522,0.00009998383,0.27071577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99769133,0.000094223666,0.00051164255,0.00078979007,0.00049268006,0.00042030393],"domain_scores_gemma":[0.9985938,0.00006291207,0.00035699294,0.00061028445,0.00020381491,0.00017217654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116905874,0.00054135686,0.001095041,0.00062512164,0.00021958577,0.00011528844,0.00054266374,0.00044454695,0.004371902],"category_scores_gemma":[0.0000017025533,0.0004920464,0.0005312493,0.0025267885,0.000053229905,0.00013630456,0.00005740818,0.00036922414,0.00013003995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034518397,0.000081816484,0.00037857294,0.0030018834,0.0071540177,0.00018110861,0.0015903936,0.9396027,0.0011132297,0.040520832,0.000015451269,0.0060148616],"study_design_scores_gemma":[0.0015213344,0.0002416028,0.0021013778,0.0039584064,0.017986428,0.000040965027,0.11430533,0.6616799,0.0011203999,0.0000026767211,0.19515407,0.0018874563],"about_ca_topic_score_codex":0.03142603,"about_ca_topic_score_gemma":0.005867834,"teacher_disagreement_score":0.43230423,"about_ca_system_score_codex":0.00045485835,"about_ca_system_score_gemma":0.00012196859,"threshold_uncertainty_score":0.9997531},"labels":[],"label_agreement":null},{"id":"W7002443859","doi":"","title":"NEOTECTONIC FEATURES IN SOUTHERN ONTARIO: AN IN-DEPTH ANALYSIS OF POP-UP STRUCTURES AND IMPLICATIONS FOR SEISMIC RISK","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Economic and Legal Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neotectonics; Precambrian; Intraplate earthquake; Lineament; Tectonics; Devonian","score_opus":0.013151013467327376,"score_gpt":0.2511990453002885,"score_spread":0.23804803183296114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002443859","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7376055,0.00062942854,0.00010280105,0.000120990946,0.0003703266,0.00053444435,0.0003081107,0.000040821793,0.26028758],"genre_scores_gemma":[0.4826668,0.00006544222,0.00012086424,0.000013054556,0.000029532755,0.0000025651889,0.00017187296,0.000016330601,0.51691353],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894345,0.00011999374,0.00020933093,0.00042380948,0.000081799546,0.00022159505],"domain_scores_gemma":[0.9994408,0.00008410624,0.00018335217,0.00015829543,0.000043907923,0.00008956294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014788423,0.00016978581,0.00041469815,0.00059438683,0.00015917524,0.000049476323,0.0002859796,0.00028251647,0.0034923507],"category_scores_gemma":[0.000019873165,0.00018886253,0.00017198121,0.0010666904,0.00007930313,0.00014386018,0.000023051609,0.00035918126,0.0000027315984],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000677251,0.00012229774,0.07006637,0.000271403,0.0013262349,0.000017495122,0.46805352,0.00402676,0.00005351661,0.04736393,0.00045274093,0.40756848],"study_design_scores_gemma":[0.0011027324,0.000114015624,0.25523856,0.00011225865,0.0027444477,4.024842e-7,0.18971485,0.0006343317,0.000007888259,0.009444958,0.54009175,0.0007937925],"about_ca_topic_score_codex":0.40413502,"about_ca_topic_score_gemma":0.9833964,"teacher_disagreement_score":0.57926136,"about_ca_system_score_codex":0.0007469931,"about_ca_system_score_gemma":0.00036668376,"threshold_uncertainty_score":0.9974186},"labels":[],"label_agreement":null},{"id":"W7002478014","doi":"","title":"Not Back To Normal: Social Assistance in Post-Pandemic Ontario","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.0654762998085935,"score_gpt":0.26463786947296003,"score_spread":0.19916156966436654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002478014","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022409342,0.000029539222,0.000031473675,0.00018948416,0.00146953,0.0010127518,0.0011861859,0.00059440394,0.9730773],"genre_scores_gemma":[0.004137572,0.000029701445,0.00027003468,0.00024054154,0.00044396313,0.000004897059,0.00046263557,0.00047470827,0.99393594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938635,0.00030152098,0.00077870436,0.0017123304,0.0018398726,0.0015040442],"domain_scores_gemma":[0.99716455,0.00012595115,0.0006723836,0.0007698321,0.0008193702,0.00044791144],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007462405,0.0010589786,0.0014344485,0.0018598371,0.00026934987,0.00020245333,0.0016094804,0.0012144763,0.15365198],"category_scores_gemma":[0.00010631442,0.0013793194,0.0005755834,0.004081205,0.00017783933,0.0005486672,0.0012658122,0.00204144,0.027610512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00484758,0.0005667739,0.27243394,0.0010811384,0.0016068525,0.009806418,0.0085483985,0.0005983447,0.0014173851,0.00041626106,0.5514266,0.14725035],"study_design_scores_gemma":[0.0014669377,0.00009932015,0.1245619,0.00038639916,0.00022257137,0.00003066074,0.0008419647,0.0000059649915,0.00001657347,0.000006370009,0.87110573,0.0012556328],"about_ca_topic_score_codex":0.11283782,"about_ca_topic_score_gemma":0.9104265,"teacher_disagreement_score":0.79758865,"about_ca_system_score_codex":0.016670384,"about_ca_system_score_gemma":0.006238299,"threshold_uncertainty_score":0.99939543},"labels":[],"label_agreement":null},{"id":"W7002598067","doi":"","title":"N95 Respirators for a Diverse Population of Healthcare Workers: A Mixed-Methods, Pilot and Feasibility Study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respirator; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Anthropometry; Transmission (telecommunications)","score_opus":0.04976689265269548,"score_gpt":0.3474397926701546,"score_spread":0.29767290001745916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002598067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98048365,0.00027407237,0.0016415404,0.00008228071,0.0013883507,0.004795986,0.00013132786,0.00010449204,0.011098313],"genre_scores_gemma":[0.9103502,0.000008890246,0.0010095021,0.00003168315,0.00008826599,0.000017063394,0.0007044042,0.00003805236,0.087751955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982546,0.00042817416,0.000356735,0.0005105242,0.00025751052,0.00019246852],"domain_scores_gemma":[0.9987794,0.00015114032,0.00043611223,0.00025693577,0.00026425556,0.00011216279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045334492,0.0002447274,0.0005543994,0.00034895696,0.0002705755,0.000017374829,0.00008608338,0.00016028267,0.0063909334],"category_scores_gemma":[0.00010944291,0.00027155253,0.00018066897,0.00049752084,0.000024209037,0.0001427781,0.00005989219,0.0002841787,0.0000011304671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0126479445,0.0009865696,0.6361165,0.0013859455,0.0003336487,0.00001952592,0.001580311,0.00001850463,0.00016404479,0.00025366765,0.000168852,0.3463245],"study_design_scores_gemma":[0.008256251,0.005606068,0.9017822,0.00024916377,0.0012889985,0.0000040068703,0.050161667,0.00019666766,0.00007017194,0.00008590406,0.03193612,0.0003627482],"about_ca_topic_score_codex":0.0019351721,"about_ca_topic_score_gemma":0.005465995,"teacher_disagreement_score":0.34596175,"about_ca_system_score_codex":0.0003225265,"about_ca_system_score_gemma":0.0001343707,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W7004766568","doi":"","title":"The Ontario Disability Support Program: An Overview of the Trends","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Descriptive research; Descriptive statistics; Data collection; Population; Government (linguistics); Trend analysis","score_opus":0.07499029877043749,"score_gpt":0.29105157302799195,"score_spread":0.21606127425755445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004766568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014764433,0.0006305296,4.1945765e-7,0.0009481087,0.00076015934,0.0007747287,0.000109825625,0.00008251564,0.9819293],"genre_scores_gemma":[0.012998601,0.0010994233,0.000025114374,0.00019091542,0.00012677503,0.0000079983865,0.00013813321,0.00003211274,0.98538095],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742,0.00027576456,0.00037415954,0.0005502036,0.0009991776,0.00038069388],"domain_scores_gemma":[0.99831754,0.00010234138,0.00035982003,0.0009234966,0.00012742863,0.00016938792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032466845,0.00033378587,0.0005752154,0.000047671543,0.00033435508,0.000024052946,0.00075381086,0.00023559824,0.25773135],"category_scores_gemma":[0.000045740388,0.00019236574,0.0006864072,0.0008508067,0.00054481195,0.00007337804,0.0006814415,0.0010735675,0.000007218021],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044366976,0.000818676,0.13008085,0.0003361318,0.00018276152,0.00012261792,0.00020116364,0.0000052146374,0.0000013275604,0.00013179674,0.011372788,0.856303],"study_design_scores_gemma":[0.0005089835,0.0010278395,0.15317567,0.000018527957,0.00055900234,0.00003714156,0.00023470244,0.0000024619037,0.0000011767297,0.000042424617,0.8442282,0.00016385298],"about_ca_topic_score_codex":0.0144266635,"about_ca_topic_score_gemma":0.07647807,"teacher_disagreement_score":0.8561391,"about_ca_system_score_codex":0.000591015,"about_ca_system_score_gemma":0.000994402,"threshold_uncertainty_score":0.99213636},"labels":[],"label_agreement":null},{"id":"W7004818158","doi":"","title":"Pandemic Deaths: Media Representations of Long-Term Care in Ontario as a Sociological Case Study","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Mass media; Pandemic; Social media; Population; News media; Coronavirus disease 2019 (COVID-19); Consumption (sociology); Salience (neuroscience); Health care; Public health","score_opus":0.027065880119340472,"score_gpt":0.3092120269966916,"score_spread":0.2821461468773511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004818158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.763052,0.00005356775,0.000003817141,0.0000030621757,0.00019172938,0.0002759011,0.000013758385,0.000015981439,0.2363902],"genre_scores_gemma":[0.76126003,0.000018126006,0.000041091545,0.000011279035,0.000012362124,0.000004092006,0.000382369,0.000008709824,0.23826194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986319,0.0002402228,0.00024728224,0.0005215402,0.00014982962,0.00020925363],"domain_scores_gemma":[0.99933505,0.00013577184,0.00017644632,0.00024316048,0.000030009964,0.00007957536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055218443,0.00021804348,0.00032754627,0.000099839526,0.00014042489,0.000013125363,0.0002591277,0.00035480788,0.18122815],"category_scores_gemma":[0.00002433786,0.00023133101,0.00013518326,0.00027614576,0.00011112982,0.00015371243,0.00014142443,0.0005837985,0.000119515345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016308758,0.0002818218,0.94202805,0.0000126585655,0.000071668735,0.008587822,0.029635116,0.0000461929,0.00016369738,0.000008839271,0.000016823305,0.018984227],"study_design_scores_gemma":[0.0006241412,0.00015690151,0.8602194,0.000050094233,0.00014842124,0.00021002014,0.13717473,0.0000010887389,0.00005297099,0.000010179556,0.0011481262,0.00020393838],"about_ca_topic_score_codex":0.112274356,"about_ca_topic_score_gemma":0.964002,"teacher_disagreement_score":0.85172766,"about_ca_system_score_codex":0.00073379726,"about_ca_system_score_gemma":0.00014008075,"threshold_uncertainty_score":0.9433405},"labels":[],"label_agreement":null},{"id":"W7004888823","doi":"","title":"Overlapping Archives of Culinary Experience: Media Materialities and Post-Digital Food Blogging","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Digital media; The Internet; Social media; Digital content; Everyday life; Watson; New media; Happening; Assemblage (archaeology); TRACE (psycholinguistics)","score_opus":0.0210233708206962,"score_gpt":0.24085565006087895,"score_spread":0.21983227924018275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004888823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8249041,0.00013716891,0.0000016402622,0.000027931796,0.0006032935,0.00015503567,0.00018748053,0.00006411533,0.17391926],"genre_scores_gemma":[0.8039364,0.00017307783,0.00001349718,0.00004112736,0.00006409293,0.0000018457264,0.00010068306,0.000027844932,0.19564138],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855506,0.00015346483,0.00019988554,0.0006236154,0.00014256712,0.00032540187],"domain_scores_gemma":[0.9992486,0.00034298454,0.00012022517,0.00018197119,0.000028007338,0.00007816859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027659311,0.00027040378,0.00035217806,0.00032006553,0.0001616469,0.00008006655,0.0004045985,0.00021766905,0.004799518],"category_scores_gemma":[0.00008659497,0.00027089636,0.00011009828,0.0002493859,0.0005422697,0.00031862909,0.00028183253,0.00039927557,0.000022609807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008212864,0.00004517023,0.00011860442,0.00064103416,0.000047839258,0.00020177409,0.0141798975,0.0000016082957,0.96654016,0.0036791535,0.000048259553,0.0136751905],"study_design_scores_gemma":[0.001968968,0.0020192326,0.005888194,0.00198575,0.00022362045,0.00022196292,0.10247191,0.00015068072,0.81589115,0.00708852,0.06028621,0.0018038264],"about_ca_topic_score_codex":0.000012590897,"about_ca_topic_score_gemma":0.000024439356,"teacher_disagreement_score":0.15064906,"about_ca_system_score_codex":0.000016314601,"about_ca_system_score_gemma":0.00008999144,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W7004916742","doi":"","title":"Osteonecrosis of the Jaw and Dental Implant Failure Related to Antiresorptive Therapy for Osteoporosis: a systematic review and meta-analysis","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteonecrosis of the jaw; Implant; Implant failure; Dental implant; Osteoporosis; Bisphosphonate-associated osteonecrosis of the jaw; Systematic review","score_opus":0.023518165058545554,"score_gpt":0.2722843077980299,"score_spread":0.24876614273948436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004916742","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7423161,0.15248424,0.000022774047,0.008020632,0.00063531374,0.07273974,0.0054859677,0.00040068582,0.01789451],"genre_scores_gemma":[0.19714731,0.0054743094,0.0002945776,0.0010749919,0.0000026772525,0.00016982721,0.0008511004,0.00010753689,0.79487765],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99846333,0.00014883131,0.00045510463,0.00045959596,0.00024153531,0.00023159415],"domain_scores_gemma":[0.99870867,0.00012118234,0.00047363137,0.00035453154,0.00016381107,0.00017816911],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015251206,0.00034210077,0.0022726106,0.00025125232,0.000146375,0.000018945313,0.00013530864,0.00021410991,0.0011852976],"category_scores_gemma":[0.000033135493,0.00021963559,0.00080111314,0.0011305704,0.00003819442,0.000055376244,0.000051502946,0.00015479149,0.0000065926],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023060995,0.00039139818,0.0068729334,0.5123869,0.46259707,0.0001722587,0.008917521,0.0000025779532,0.00029000235,0.00022789254,0.0016192406,0.004216064],"study_design_scores_gemma":[0.0027134882,0.0006951349,0.007870558,0.0074259494,0.9694967,0.000038951166,0.010212804,0.000008075035,0.0002271667,0.000014724463,0.0009460807,0.00035035473],"about_ca_topic_score_codex":0.0008684291,"about_ca_topic_score_gemma":0.0073581454,"teacher_disagreement_score":0.77698314,"about_ca_system_score_codex":0.00006877941,"about_ca_system_score_gemma":0.00007837339,"threshold_uncertainty_score":0.9997277},"labels":[],"label_agreement":null},{"id":"W7004977564","doi":"","title":"The Perceptions of ICU Nurses in Delivering Culturally Sensitive Care at the End-of-Life in the Adult Intensive Care Unit: An Interpretive Description Study","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rigour; Reflexivity; Cultural diversity; Intensive care; Perception; Intensive care unit; Culturally sensitive; Qualitative research; Situated","score_opus":0.03667701896241942,"score_gpt":0.2963991444427648,"score_spread":0.25972212548034534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004977564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819239,0.00031031322,8.0825487e-7,0.00014489054,0.0003182395,0.0012835965,0.00018868892,0.000020914671,0.015808666],"genre_scores_gemma":[0.9878398,0.00046986496,0.0000046694763,0.00018048147,0.000035493085,0.000010511868,0.0003971345,0.000011469395,0.011050557],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826545,0.00058119965,0.00030846384,0.00034229187,0.0002597228,0.0002429058],"domain_scores_gemma":[0.9979945,0.00045550778,0.00022082089,0.00017920298,0.0010935433,0.000056419543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107045926,0.0002699094,0.0004528472,0.00008398889,0.0002905969,0.000015867934,0.00037268412,0.00019958222,0.0008739191],"category_scores_gemma":[0.00021581334,0.00013209622,0.0001518589,0.00053027074,0.00030225792,0.00006862363,0.0001725786,0.0006174881,0.000009594143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007342996,0.0002918193,0.23389347,0.00032697697,0.0005038971,0.00039267287,0.6754148,0.0001294026,0.0023901707,0.00007948598,0.0001919252,0.07904237],"study_design_scores_gemma":[0.00060794945,0.0005890168,0.36516154,0.00032233284,0.00017948529,0.0000018281603,0.6324055,0.000012207143,0.00005342781,0.0000027585654,0.00056762993,0.00009628593],"about_ca_topic_score_codex":0.0037772402,"about_ca_topic_score_gemma":0.14806856,"teacher_disagreement_score":0.14429133,"about_ca_system_score_codex":0.00029560036,"about_ca_system_score_gemma":0.00006198705,"threshold_uncertainty_score":0.9568801},"labels":[],"label_agreement":null},{"id":"W7005008213","doi":"","title":"A PILOT PRAGMATIC RANDOMIZED CONTROLLED TRIAL OF A 12-MONTH HEALTHY LIFESTYLES PROGRAM","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Clinical trial; Qualitative research; Health care; Program evaluation; Cognition; Health education","score_opus":0.017416279804008,"score_gpt":0.21571017417835997,"score_spread":0.19829389437435196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005008213","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4451854,0.0009021802,0.0000012636484,0.00033363944,0.001017866,0.008451265,0.00007869685,0.0001279559,0.54390174],"genre_scores_gemma":[0.27186164,0.0010996956,0.00028244252,0.000127833,0.0004044888,0.00034037538,0.001620141,0.0000053904973,0.724258],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976811,0.00081437774,0.00054621417,0.00041743863,0.00021465363,0.0003262497],"domain_scores_gemma":[0.99735284,0.0015244612,0.00081104046,0.0000694423,0.00014644089,0.00009576497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038299916,0.00034265983,0.0021217163,0.000044351164,0.00023908044,0.000036329173,0.00030750307,0.00024357838,0.014793353],"category_scores_gemma":[0.00024802273,0.00015012486,0.00062033575,0.00030581065,0.00012073473,0.00008773825,0.000066400855,0.0002731904,0.0000122590045],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91212964,0.0008957429,0.000104614315,0.00012515824,0.0008172783,0.00005445332,0.0001282789,8.9576076e-7,0.00009954098,0.0003560888,0.00029505193,0.08499328],"study_design_scores_gemma":[0.90946096,0.0033249657,0.0007919812,0.00026954757,0.00093700184,0.0000031955908,0.003414923,0.00002872648,0.000025662766,0.00006914069,0.08126543,0.0004084677],"about_ca_topic_score_codex":0.00031235482,"about_ca_topic_score_gemma":0.036282532,"teacher_disagreement_score":0.18035626,"about_ca_system_score_codex":0.000041907973,"about_ca_system_score_gemma":0.000094409486,"threshold_uncertainty_score":0.98610723},"labels":[],"label_agreement":null},{"id":"W7005018127","doi":"","title":"Pivoting to develop a virtual dissection anatomy course in response to COVID-19","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Dissection (medical); Human anatomy; Cadaver","score_opus":0.017242767418289676,"score_gpt":0.2491928604524863,"score_spread":0.2319500930341966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005018127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014109546,0.000071749404,0.0020091776,0.0006740835,0.0002670196,0.00031414218,0.00045664495,0.00033469443,0.98176295],"genre_scores_gemma":[0.010216636,0.000009720416,0.0010808836,0.0005553265,0.00014826577,0.0000043231503,0.00015596388,0.00024635255,0.9875825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767256,0.00022147177,0.00023996175,0.0009832132,0.0003323409,0.00055045326],"domain_scores_gemma":[0.99842817,0.00022194472,0.00016751504,0.00046162022,0.00009616688,0.0006245658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017587573,0.00050390814,0.0005082557,0.00060040323,0.00010981718,0.00007952288,0.0006315208,0.0005146639,0.20205377],"category_scores_gemma":[0.00034395448,0.00064336415,0.0000903935,0.0018867579,0.00006114591,0.00007590402,0.00062236976,0.0004925538,0.00017977942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013337001,0.0010843385,0.029959014,0.0014286533,0.0014491196,0.025371147,0.006240984,0.0006574936,0.2841376,0.000638635,0.473219,0.16247699],"study_design_scores_gemma":[0.0011622375,0.000050228173,0.0005636654,0.0005908524,0.000044877426,0.000048487276,0.004575233,0.000018305864,0.001244454,0.0000020960151,0.9910135,0.00068602647],"about_ca_topic_score_codex":0.0007097275,"about_ca_topic_score_gemma":0.012233965,"teacher_disagreement_score":0.51779455,"about_ca_system_score_codex":0.0016697791,"about_ca_system_score_gemma":0.0009672416,"threshold_uncertainty_score":0.9996018},"labels":[],"label_agreement":null},{"id":"W7005196259","doi":"","title":"Planar Anchoring for a Colloid in Nematic Liquid Crystal with a Magnetic Field","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Anchoring; Liquid crystal; Magnetic field; Boundary (topology); Limit (mathematics); Planar; Upper and lower bounds; Manifold (fluid mechanics)","score_opus":0.011952208925346977,"score_gpt":0.19049379775292377,"score_spread":0.17854158882757679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005196259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8074021,0.00022890349,0.000003553,0.0001836895,0.00009985159,0.00046161687,0.000085010324,0.00006460556,0.19147073],"genre_scores_gemma":[0.6556211,0.000022877242,0.00005955893,0.00005031263,0.00017089701,0.000014017198,0.00028261647,0.000002316986,0.3437763],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990882,0.000026238255,0.00012859644,0.00038615946,0.00010222071,0.00026854096],"domain_scores_gemma":[0.9996102,0.00019017076,0.00006980044,0.000039791732,0.000028168517,0.00006188236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003955375,0.0002319336,0.00027566258,0.000022381775,0.000086859196,0.00005943462,0.00024268724,0.00025710824,0.00854164],"category_scores_gemma":[0.000012313191,0.00010071529,0.000106860716,0.00035915468,0.000024197849,0.00008685878,0.00002831903,0.00022954773,0.000007721167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011667946,0.00042060012,0.0007015156,0.002571082,0.00017919496,0.00046633912,0.0011554651,0.000014047457,0.5930239,0.00059165596,0.0024406034,0.3867677],"study_design_scores_gemma":[0.002243791,0.018817756,0.0035088786,0.0050589265,0.00051470194,0.000035132813,0.05194409,0.00016698749,0.07196639,0.00262647,0.84022033,0.0028965215],"about_ca_topic_score_codex":0.00012005639,"about_ca_topic_score_gemma":0.0049666595,"teacher_disagreement_score":0.83777976,"about_ca_system_score_codex":0.000051333787,"about_ca_system_score_gemma":0.000022071732,"threshold_uncertainty_score":0.9923647},"labels":[],"label_agreement":null},{"id":"W7005197054","doi":"","title":"Premenstrual Dysphoric Disorder and Sleep Quality: A Systematic Review","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Premenstrual dysphoric disorder; Mood; Sleep (system call); Sleep disorder; Psychological intervention; Cognition; Systematic review; Affect (linguistics); Mental health; Emotional regulation; Mood disorders","score_opus":0.006964679030462105,"score_gpt":0.2401636498566072,"score_spread":0.2331989708261451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005197054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011306457,0.13534895,0.0016826376,0.000077614226,0.00013270654,0.0029693698,0.000042787648,0.00013877258,0.8483007],"genre_scores_gemma":[0.004243946,0.019156083,0.00030074027,0.00024317535,0.000033679837,0.00001561917,0.0012081882,0.00003799758,0.9747606],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983961,0.00023307555,0.0003675735,0.0006101738,0.00018477888,0.00020830146],"domain_scores_gemma":[0.9988647,0.000015717129,0.00032474875,0.00056068413,0.00016381485,0.000070305905],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017258897,0.00034585668,0.00070855586,0.00013018031,0.00008878214,0.000042564712,0.00036222476,0.00031553808,0.0022570768],"category_scores_gemma":[0.000095076735,0.0003624961,0.00023128002,0.00035397155,0.00003287049,0.000009041455,0.00017230475,0.00017676417,0.000008010996],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033697076,0.00025071457,0.0005305463,0.82218254,0.0037018217,0.00008967141,0.00020063741,0.0000031123457,0.013483283,0.00047985354,0.008782237,0.1499586],"study_design_scores_gemma":[0.003441453,0.00088567164,0.00065870414,0.18707696,0.02603564,0.00003868026,0.008730729,0.0001262291,0.03227065,0.00014634241,0.7356091,0.0049798363],"about_ca_topic_score_codex":0.00012422536,"about_ca_topic_score_gemma":0.0013204995,"teacher_disagreement_score":0.72682685,"about_ca_system_score_codex":0.00004403396,"about_ca_system_score_gemma":0.00007786064,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W7005304719","doi":"","title":"Processing of Grammatical Gender in French: an Individual Differences Study","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Grammatical gender; Reading (process); Affect (linguistics); Noun; Control (management); Fluency; Syntax; Cognition; Variation (astronomy)","score_opus":0.07264447171688458,"score_gpt":0.28640411250767395,"score_spread":0.21375964079078935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005304719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687174,0.000018712037,0.000003485229,0.0000056709864,0.0002634171,0.00039541922,0.000026452755,0.00009077384,0.030478666],"genre_scores_gemma":[0.91698945,0.0000062696545,0.000040437055,0.000029803841,0.000040065795,0.0000017598247,0.000058273457,0.000029555853,0.082804404],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794614,0.00038827432,0.00031347427,0.0006896356,0.00034176398,0.00032070995],"domain_scores_gemma":[0.99926066,0.0001484125,0.00024396594,0.00022741406,0.000041583597,0.00007797106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013231694,0.00028435764,0.00043737123,0.00042078763,0.00010190185,0.000050705417,0.00073811645,0.00025569755,0.0039950744],"category_scores_gemma":[0.00009233065,0.0002712414,0.00007453124,0.0008119035,0.000112480586,0.000204492,0.000114808354,0.00044457562,0.000019045012],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072040997,0.0038767252,0.08098709,0.0014445545,0.00013503892,0.015221448,0.22284763,0.00002934957,0.036501095,0.00041221795,0.00009174366,0.6377327],"study_design_scores_gemma":[0.007545666,0.0035339613,0.49620327,0.0010048498,0.0009965985,0.000098634286,0.45462033,0.00041295358,0.027773226,0.002893565,0.0017375695,0.0031793572],"about_ca_topic_score_codex":0.00021329496,"about_ca_topic_score_gemma":0.0038682276,"teacher_disagreement_score":0.6345534,"about_ca_system_score_codex":0.00002647528,"about_ca_system_score_gemma":0.0001209145,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W7005305878","doi":"","title":"PREOPERATIVE WEIGHT LOSS FOR NON-BARIATRIC SURGERY","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Weight loss; Perioperative; Obesity; Preoperative care; Obesity Surgery; Weight Loss Surgery; Disease; Prospective cohort study","score_opus":0.007838754407932974,"score_gpt":0.22484716603883392,"score_spread":0.21700841163090095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005305878","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20690024,0.00085278886,0.01067044,0.00012705039,0.0011135029,0.0029523824,0.00023271087,0.00044738394,0.7767035],"genre_scores_gemma":[0.0273701,0.0006486382,0.0005254807,0.00004969484,0.00033291368,0.000016580418,0.0048182663,0.00010314973,0.9661352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985307,0.00006332532,0.0002305655,0.0007086915,0.00014530665,0.00032140783],"domain_scores_gemma":[0.9989737,0.00005637248,0.00021757472,0.00040538207,0.00026095434,0.000085965185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011991546,0.00035372557,0.00040892715,0.00028174126,0.0001364478,0.000048983216,0.00037425238,0.00051305117,0.0032859917],"category_scores_gemma":[0.000047961308,0.0004005087,0.0005002052,0.0005014002,0.000038487455,0.000011080254,0.000103831284,0.00015930834,0.00004859973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003020008,0.00044097495,0.012214497,0.0017072305,0.0037644967,0.00045804243,0.0009950451,0.00006764601,0.120701335,0.00017721357,0.5248932,0.33156028],"study_design_scores_gemma":[0.0006355722,0.00017391599,0.0012990272,0.00011116727,0.0006841298,0.0000026959433,0.0010952675,0.00008145643,0.2238525,0.00004740657,0.77111506,0.00090182107],"about_ca_topic_score_codex":0.000080264756,"about_ca_topic_score_gemma":0.0011514865,"teacher_disagreement_score":0.33065847,"about_ca_system_score_codex":0.00006096219,"about_ca_system_score_gemma":0.00021773776,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W7005312780","doi":"","title":"Punishment in Canada: Extending Gladue-Like Procedures to Non-Indigenous Offenders","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Punishment (psychology); Consistency (knowledge bases); Indigenous; Criminal justice; Subject (documents); Economic Justice; Criminal law","score_opus":0.0077726996410113205,"score_gpt":0.19579260779812802,"score_spread":0.1880199081571167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005312780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44479537,0.00066800433,0.00012027445,0.00010845913,0.0010991999,0.0007887243,0.000065495195,0.000014107614,0.5523403],"genre_scores_gemma":[0.81212586,0.00012712105,0.00023535524,0.00039675413,0.00010501944,0.000008655263,0.001209778,0.000030323634,0.18576114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983846,0.00007231979,0.00021387728,0.0007127134,0.00013837457,0.0004780938],"domain_scores_gemma":[0.9993144,0.000013107756,0.00013005364,0.0002964144,0.00008254267,0.00016346137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052584015,0.00035510972,0.00033481198,0.00012926536,0.00011269655,0.000026158003,0.00040443096,0.0003693195,0.0022482327],"category_scores_gemma":[0.000019458628,0.00041414116,0.00010624278,0.00026802564,0.000020931922,0.000007778626,0.00013204566,0.0002624453,0.000011262072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020905226,0.0003447049,0.086221375,0.001043618,0.0011892628,0.0024247852,0.003499664,0.0006677422,0.010158916,0.000070800415,0.0063752197,0.8859134],"study_design_scores_gemma":[0.001003427,0.0002076243,0.007831091,0.00031337992,0.00009388931,0.000017334385,0.017507933,0.000006301762,0.010049486,0.0000044246085,0.96203667,0.0009284102],"about_ca_topic_score_codex":0.17716022,"about_ca_topic_score_gemma":0.9691364,"teacher_disagreement_score":0.9556615,"about_ca_system_score_codex":0.0004908007,"about_ca_system_score_gemma":0.0027905307,"threshold_uncertainty_score":0.999831},"labels":[],"label_agreement":null},{"id":"W7005362250","doi":"","title":"Providing more money to low-income families through the Canada Child Benefit reduces the risk of food insecurity","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Bioactive Natural Diterpenoids Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food insecurity; Psychological intervention; Food security; Food aid; Poverty; Vulnerability (computing); Food prices","score_opus":0.007549181340144797,"score_gpt":0.2161817010896665,"score_spread":0.2086325197495217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005362250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039311234,0.005798189,0.00003480114,0.0011413735,0.0004217629,0.0011079983,0.001739008,0.00003586814,0.95040977],"genre_scores_gemma":[0.22604996,0.00063856726,0.00007202657,0.00019020477,0.00027331218,0.000004590943,0.00004682906,0.00016459852,0.7725599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841124,0.00013885682,0.00015118076,0.00057171687,0.00037728724,0.00034969923],"domain_scores_gemma":[0.99905354,0.00002716964,0.00015932905,0.00059061096,0.0000855824,0.000083789506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008145698,0.00034097448,0.00026692348,0.00008344837,0.00014687168,0.000052109626,0.0010916985,0.0003215933,0.0023205243],"category_scores_gemma":[0.00004180208,0.00022105515,0.0001640669,0.00047762846,0.00025235294,0.0000078328085,0.0009054154,0.0005948262,0.000014815684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010047397,0.00020853894,0.0016475329,0.0016599355,0.0065081976,0.00013572621,0.0029325774,0.0002448788,0.017561259,0.0032028118,0.86189985,0.10299395],"study_design_scores_gemma":[0.00021303128,0.0001653127,0.00027301925,0.00025372856,0.00011174756,0.0000035335786,0.0018613652,0.000006037857,0.022146257,0.00004481402,0.9746344,0.00028675722],"about_ca_topic_score_codex":0.16218731,"about_ca_topic_score_gemma":0.48261908,"teacher_disagreement_score":0.32043177,"about_ca_system_score_codex":0.000112987684,"about_ca_system_score_gemma":0.00024080467,"threshold_uncertainty_score":0.9985915},"labels":[],"label_agreement":null},{"id":"W7005384367","doi":"","title":"Quantifying Trust in Wearable Medical Devices","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale","keywords":"Wearable computer; Key (lock); Bayesian network; Wearable technology; Work (physics); Inference","score_opus":0.016442427015159956,"score_gpt":0.2506216549049651,"score_spread":0.2341792278898051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005384367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19510251,0.002040249,0.000009283752,0.00030182672,0.00086764747,0.00031345224,0.000008968446,0.00015366252,0.8012024],"genre_scores_gemma":[0.11319003,0.0005325644,0.00017191771,0.00034039558,0.00025206045,0.0000025595978,0.00023927323,0.0000910555,0.8851801],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812526,0.00006528115,0.0003384417,0.0005095348,0.0005637972,0.00039766906],"domain_scores_gemma":[0.99930376,0.000041735053,0.00010848517,0.00023917545,0.000074209245,0.00023261647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001527856,0.00033857196,0.0005795884,0.00048015462,0.00009221473,0.000070366994,0.00024253776,0.00067047146,0.10196195],"category_scores_gemma":[0.000025335372,0.0003479953,0.00021007108,0.00067698077,0.000045299814,0.00017447746,0.0000751885,0.0009391501,0.000675686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030828286,0.00038769507,0.06997817,0.018647386,0.0008596156,0.08618523,0.008795947,0.000022360431,0.00048072689,0.009483839,0.012698459,0.78937775],"study_design_scores_gemma":[0.0019939882,0.00010424199,0.012229914,0.008076215,0.00040655,0.00022391502,0.016724555,0.0011214393,0.0003808664,0.000043408047,0.95811325,0.0005816748],"about_ca_topic_score_codex":0.00031436936,"about_ca_topic_score_gemma":0.006094943,"teacher_disagreement_score":0.9454148,"about_ca_system_score_codex":0.00022330796,"about_ca_system_score_gemma":0.00046313583,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W7005399356","doi":"","title":"A PRACTICAL SCHEDULING APPROACH FOR THE STEEL-MAKING PROCESS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Scheduling (production processes); Fair-share scheduling; Dynamic priority scheduling; Two-level scheduling; Genetic algorithm scheduling; Rate-monotonic scheduling; Round-robin scheduling","score_opus":0.02544935325962531,"score_gpt":0.26616115876553814,"score_spread":0.24071180550591284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005399356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009202597,0.000029044628,0.009368587,0.00025189563,0.0007662649,0.0011069479,0.000013208415,0.00016531152,0.9790961],"genre_scores_gemma":[0.045859337,0.000012379637,0.0059685796,0.00014854487,0.00014068968,0.000022743086,0.000270502,0.00005211418,0.9475251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988085,0.00007376798,0.00013313192,0.00048432167,0.0001445039,0.00035579584],"domain_scores_gemma":[0.99937457,0.00022012903,0.00014301947,0.00019669718,0.00002027491,0.000045334302],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017846422,0.00022448048,0.00021104769,0.000045987024,0.0003798744,0.00002694521,0.00044813522,0.0003844635,0.0237966],"category_scores_gemma":[0.00007728266,0.00018407748,0.00011575636,0.00034171413,0.0001330231,0.00014093256,0.00018008452,0.00039486095,0.000278708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065397453,0.0007553998,0.020991521,0.001609478,0.0015433684,0.00034877216,0.010288447,0.02639991,0.0011693353,0.013650612,0.018672276,0.8980311],"study_design_scores_gemma":[0.0020480037,0.000400946,0.0137582915,0.00012304193,0.0012262376,0.000043401098,0.059742656,0.021861402,0.00037040433,0.00083519553,0.8981293,0.0014611293],"about_ca_topic_score_codex":0.000074366384,"about_ca_topic_score_gemma":0.0010866476,"teacher_disagreement_score":0.89657,"about_ca_system_score_codex":0.00010777665,"about_ca_system_score_gemma":0.000053133575,"threshold_uncertainty_score":0.9770958},"labels":[],"label_agreement":null},{"id":"W7005476260","doi":"","title":"Provincial inequities of income-related home care: receipt of formal and informal care","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Index (typography); Distribution (mathematics); Health care; Measure (data warehouse); Differential (mechanical device)","score_opus":0.009715347444982658,"score_gpt":0.18599273465413155,"score_spread":0.1762773872091489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005476260","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2871699,0.0014058246,1.1102079e-7,0.000002533276,0.00087783375,0.0001669874,0.00017478263,0.0000213702,0.71018064],"genre_scores_gemma":[0.4540094,0.000053331827,0.000011623461,0.0000042451134,0.00006639003,4.685332e-7,0.00020947687,0.000012525066,0.54563254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989736,0.000022299924,0.000291859,0.00021163115,0.0002752721,0.000225333],"domain_scores_gemma":[0.99877006,0.000014671098,0.00059557444,0.00019721959,0.0003563036,0.00006616395],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053026368,0.00023180808,0.0004290364,0.00034955816,0.0006583427,0.000036506644,0.00045449956,0.00022858563,0.010884167],"category_scores_gemma":[0.000008717055,0.00023394858,0.00013837441,0.00005303142,0.00075035595,0.0011763673,0.000079352554,0.00027591287,0.0000059293666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058530364,0.00002161564,0.0005192941,0.0027397252,0.00008441363,0.000023060318,0.42537937,0.0000023216528,0.000086537846,0.013771047,0.0005612551,0.5562261],"study_design_scores_gemma":[0.00072969147,0.0003469152,0.0016951879,0.00038242288,0.00013837441,9.689409e-7,0.13882104,0.0000020752077,0.0001879755,0.000019913039,0.8573351,0.00034034974],"about_ca_topic_score_codex":0.0011841311,"about_ca_topic_score_gemma":0.025180101,"teacher_disagreement_score":0.85677385,"about_ca_system_score_codex":0.0001483437,"about_ca_system_score_gemma":0.00030059644,"threshold_uncertainty_score":0.99260783},"labels":[],"label_agreement":null},{"id":"W7005495681","doi":"","title":"PREVALENCE OF POSTTRAUMATIC STRESS DISORDER AMONG CURRENT AND FORMER MEMBERS OF THE CANADIAN ARMED FORCES","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certainty; Credibility; Posttraumatic stress; Observational study; Meta-analysis; Military personnel; CINAHL; Epidemiology","score_opus":0.008685482980608753,"score_gpt":0.20809272632545459,"score_spread":0.19940724334484583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005495681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71154106,0.0009370233,0.000013048316,0.000018130226,0.00023348162,0.00033336238,0.00017423775,0.000002312977,0.28674734],"genre_scores_gemma":[0.9224277,0.00022074638,0.000023231107,0.00001133964,0.000012769713,0.000001916955,0.00016527176,0.0000064260344,0.07713058],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993048,0.00006321663,0.0001563884,0.0002453829,0.00006709803,0.00016316018],"domain_scores_gemma":[0.99941635,0.000016010643,0.00021050205,0.00021321326,0.00008611235,0.000057784146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000377512,0.00016937304,0.00018241235,0.00007269725,0.00009533079,0.0000070868473,0.00030798637,0.0002571666,0.0009420238],"category_scores_gemma":[0.000018716515,0.0001430274,0.00010570053,0.000109447195,0.0001524788,0.000007637144,0.000067969326,0.00013580773,2.971247e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025336276,0.00009125948,0.69716066,0.0041948943,0.00048603537,0.0000024354008,0.0009775915,0.00006749869,0.00029043853,0.00031240028,0.00010835685,0.29605505],"study_design_scores_gemma":[0.003214228,0.0006704911,0.336206,0.0049488526,0.001995865,0.000004116178,0.012636001,0.00013552963,0.054970212,0.00013126436,0.5834187,0.001668728],"about_ca_topic_score_codex":0.010577996,"about_ca_topic_score_gemma":0.4414554,"teacher_disagreement_score":0.58331037,"about_ca_system_score_codex":0.000023393692,"about_ca_system_score_gemma":0.00024735133,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W7005639471","doi":"","title":"Review and scan of core municipal public engagement principles","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Charter; Public engagement; Core (optical fiber); Community engagement; Public participation; Set (abstract data type); Stakeholder engagement","score_opus":0.13482120721482488,"score_gpt":0.28227988195279285,"score_spread":0.14745867473796798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005639471","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007201113,0.043811698,0.000004733282,0.000109381595,0.00029081217,0.0013905247,0.0011436858,0.00018709987,0.952342],"genre_scores_gemma":[0.001443647,0.06020224,0.00032542087,0.00014638844,0.00008365911,0.000009947536,0.0006129931,0.00024846182,0.93692726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953955,0.00070451456,0.0007479625,0.0010655286,0.0013923242,0.0006942018],"domain_scores_gemma":[0.996215,0.00012679263,0.0014626387,0.0012722109,0.00057464454,0.0003487476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017574298,0.00072418613,0.001539915,0.00090670475,0.00036521873,0.00005693958,0.0014165702,0.0002768403,0.3781827],"category_scores_gemma":[0.00025911498,0.00083035807,0.00039081796,0.0022083474,0.00040244413,0.0003238596,0.0036683683,0.0012615452,0.00010910361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032156045,0.0012686139,0.02656587,0.0630014,0.005970908,0.0018629698,0.001918413,0.000114976574,0.00016656758,0.014420053,0.3286161,0.55577254],"study_design_scores_gemma":[0.0007099128,0.00016192775,0.00076308835,0.00199472,0.0019197343,0.000077482495,0.0011915821,0.0000145162985,0.0000047327635,0.000007433206,0.99245465,0.0007002318],"about_ca_topic_score_codex":0.0007846916,"about_ca_topic_score_gemma":0.0015669438,"teacher_disagreement_score":0.6638385,"about_ca_system_score_codex":0.0020694113,"about_ca_system_score_gemma":0.0017067624,"threshold_uncertainty_score":0.99941474},"labels":[],"label_agreement":null},{"id":"W7005706065","doi":"","title":"Selective Oxidation and Reactive Wetting of 2Mn-Si Steels During Continuous Hot-Dip Galvanizing","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; ArcelorMittal; McMaster University","keywords":"Galvanization; Wetting; Annealing (glass); Dew point; Partial pressure; Oxide; Oxygen","score_opus":0.0049814682828007795,"score_gpt":0.196199298445033,"score_spread":0.19121783016223223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005706065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605061,0.00038225087,0.000012371822,0.000013293169,0.00017962493,0.0003316881,0.000014736761,0.000013377465,0.13854654],"genre_scores_gemma":[0.6835909,0.00013053435,0.00013755215,0.000009162999,0.00009167634,5.25933e-7,0.00034242478,0.000029272893,0.315668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988072,0.00007393508,0.00018096842,0.0005748253,0.00013530506,0.00022775467],"domain_scores_gemma":[0.9990904,0.000016430706,0.00037306486,0.000218379,0.00024789994,0.00005383471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007378834,0.00027051033,0.00032050983,0.00012082001,0.000091646136,0.000022978498,0.00017117278,0.0003372803,0.0006186945],"category_scores_gemma":[0.000047411417,0.00030353124,0.000093635615,0.00019955303,0.000033112443,0.000022163083,0.00013062953,0.00025601152,0.0000035342696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010622139,0.000031059044,0.0024823025,0.000472781,0.0002500519,0.000010117123,0.00040581223,0.000011069413,0.9459019,0.00008796472,0.000075992335,0.049208786],"study_design_scores_gemma":[0.0013637642,0.00032498466,0.021302378,0.00025459105,0.00018557723,0.000010476202,0.004517666,0.000014208333,0.93911564,0.000011876088,0.032332987,0.0005658468],"about_ca_topic_score_codex":0.00010451368,"about_ca_topic_score_gemma":0.00025155192,"teacher_disagreement_score":0.17712145,"about_ca_system_score_codex":0.000050009956,"about_ca_system_score_gemma":0.000075935175,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W7005746900","doi":"","title":"Separated Cycling Infrastructure and Bike Share Ridership: Furthering Causality through GPS Data","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Infrastructure Canada; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Cycling; Variety (cybernetics); Investment (military); Categorization; Global Positioning System; Transportation infrastructure; Causality (physics); Geographic information system","score_opus":0.07551285579935717,"score_gpt":0.23183115102054605,"score_spread":0.1563182952211889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005746900","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42856884,0.00071374374,0.000079970465,0.000092181086,0.0017174409,0.00061078847,0.004335001,0.00044788842,0.5634342],"genre_scores_gemma":[0.34338078,0.0011703179,0.0021321352,0.0003196104,0.0006424807,4.82772e-7,0.0657657,0.00007371029,0.5865148],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980488,0.000104140134,0.0002125275,0.0009125943,0.00027851755,0.00044345314],"domain_scores_gemma":[0.99890494,0.00013034664,0.00022247236,0.0005177517,0.000054712295,0.00016977683],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120882854,0.00041189606,0.00040089048,0.0001580294,0.0004572256,0.00020097513,0.0009415841,0.00043929447,0.1338999],"category_scores_gemma":[0.000025750673,0.00044635017,0.00007915438,0.0006292604,0.00009729273,0.0009101729,0.00015595039,0.00054080185,0.00038824216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010214795,0.000026179187,0.4353205,0.0009836557,0.0007882987,0.00082149287,0.0068152887,0.0014508851,0.000018324863,0.000040816263,0.01070564,0.54200745],"study_design_scores_gemma":[0.0012652945,0.00011319807,0.3319531,0.00036831805,0.000439675,0.000014676868,0.034088798,0.0030243706,0.00004429353,0.0002505348,0.62717056,0.0012671758],"about_ca_topic_score_codex":0.0043457327,"about_ca_topic_score_gemma":0.037108433,"teacher_disagreement_score":0.6164649,"about_ca_system_score_codex":0.00002275438,"about_ca_system_score_gemma":0.00010792263,"threshold_uncertainty_score":0.99979883},"labels":[],"label_agreement":null},{"id":"W7005778615","doi":"","title":"Sex, Race &amp; Sacrifice: Union Organizers in the New Labour Movement","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); White (mutation); Movement (music); Race (biology); Democracy; Empowerment; Inequality; Social movement","score_opus":0.007818285442679894,"score_gpt":0.20498324530129736,"score_spread":0.19716495985861746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005778615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08348584,0.00038921414,0.0013801474,0.0006631574,0.0006061754,0.0005588677,0.000031828607,0.000026783673,0.912858],"genre_scores_gemma":[0.33103842,0.0001350046,0.00023810341,0.0008973288,0.00025905826,0.0000019527545,0.0013070839,0.000026003241,0.66609704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985413,0.00032660167,0.00018370789,0.00052115944,0.00012092259,0.00030628414],"domain_scores_gemma":[0.9992337,0.00002730466,0.00017003469,0.00043622326,0.000053442265,0.000079271995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021183536,0.00031509862,0.00026272106,0.000087343615,0.000110215355,0.000037701826,0.00059882656,0.00056049175,0.0061931596],"category_scores_gemma":[0.000025845227,0.00028089766,0.00011389465,0.00024779345,0.000042849995,0.000008324496,0.000078992765,0.00034140242,0.00009132423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001469661,0.00036947284,0.022558218,0.00034886922,0.0007146213,0.00010890685,0.0034477701,0.00018155134,0.017714323,0.0035022313,0.0338891,0.91569525],"study_design_scores_gemma":[0.0008022705,0.00010222423,0.0007586138,0.00004036669,0.000054345015,0.000002469541,0.002985077,0.0000013763099,0.0031944583,0.00006015345,0.9916706,0.00032802037],"about_ca_topic_score_codex":0.00036968957,"about_ca_topic_score_gemma":0.0081816,"teacher_disagreement_score":0.95778155,"about_ca_system_score_codex":0.000052596828,"about_ca_system_score_gemma":0.00016721076,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W7005883652","doi":"","title":"Seniors Experiencing Homelessness and Their Understanding of the Meaning of Home: Using Collage to Envision Home","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Thematic analysis; Photo elicitation; Session (web analytics); Qualitative research; Space (punctuation); Order (exchange); Mental health; Aging in place; Lived experience","score_opus":0.01066000078170777,"score_gpt":0.1817696508190453,"score_spread":0.17110965003733752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005883652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95485795,0.00012543482,0.00026346627,0.0000018703327,0.00026829736,0.00013089768,0.000031797208,0.000023794397,0.044296484],"genre_scores_gemma":[0.9901592,0.00004106271,0.00009078876,0.0000031575087,0.000012660579,6.49063e-7,0.000030509242,0.000030455532,0.00963149],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99931085,0.000035095498,0.00016398603,0.00021159675,0.00011764173,0.00016083605],"domain_scores_gemma":[0.99962467,0.000036385452,0.00010764963,0.0001754533,0.00000765707,0.000048209902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048948903,0.00021301709,0.00030680143,0.00009571156,0.00014575376,0.000007679798,0.00024926133,0.00015923489,0.004922877],"category_scores_gemma":[0.0000028155514,0.00019916033,0.00007886173,0.00032027,0.0000544189,0.00006510191,0.0002173288,0.00020091402,2.4856567e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005654516,0.000086147826,0.023343602,0.0033708306,0.00053206616,0.000045958874,0.067094296,0.045259487,0.82083416,0.00087150343,0.00003220151,0.037964262],"study_design_scores_gemma":[0.0015789061,0.00014864898,0.009489627,0.0010451995,0.0002701806,0.000019480218,0.73577756,0.0045644687,0.23549281,0.00022644836,0.00991995,0.0014667052],"about_ca_topic_score_codex":0.000037816008,"about_ca_topic_score_gemma":0.00018693286,"teacher_disagreement_score":0.6686833,"about_ca_system_score_codex":0.0003391599,"about_ca_system_score_gemma":0.00001779437,"threshold_uncertainty_score":0.99598676},"labels":[],"label_agreement":null},{"id":"W7005928818","doi":"","title":"Righteous and Wicked in the Psalms: The Poetic Functions of the Contrast Between קידּ צ and עשׁר in Biblical Hebrew Psalmody","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Contrast (vision); Character (mathematics); Hebrew Bible; Poetry; Biblical Hebrew; Focus (optics); Field (mathematics); Hebrew","score_opus":0.008198162140982946,"score_gpt":0.22283051119607336,"score_spread":0.2146323490550904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005928818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651179,0.00061912765,0.000060626357,0.00026274237,0.000033046887,0.0004822127,0.000020217536,0.0000144334035,0.0333897],"genre_scores_gemma":[0.93069273,0.00036762177,0.000016318536,0.00010727206,0.000047023193,0.0000050593417,0.00018892136,0.000024341378,0.06855071],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99892855,0.00023635269,0.00019286071,0.000333199,0.00013908777,0.0001699465],"domain_scores_gemma":[0.99935013,0.000079941776,0.00012797701,0.0003643944,0.000049396283,0.000028171718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018629039,0.00018634873,0.00023343768,0.0002120552,0.000098175304,0.00003524804,0.00039582083,0.00024156459,0.00025265594],"category_scores_gemma":[0.000030672865,0.00011800517,0.00010010688,0.0008086093,0.00023530184,0.000007740788,0.00014481727,0.00029235697,0.000001875085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001657315,0.00088214746,0.3542565,0.0011482666,0.0022770315,0.00038767635,0.015981214,0.00007740676,0.21718769,0.0009822174,0.034850545,0.37031198],"study_design_scores_gemma":[0.0030606696,0.00054516405,0.6261122,0.0004926093,0.0015194481,0.000036763606,0.049472116,0.00013779118,0.029692393,0.00074745656,0.28708023,0.0011031674],"about_ca_topic_score_codex":0.00060718897,"about_ca_topic_score_gemma":0.013675041,"teacher_disagreement_score":0.3692088,"about_ca_system_score_codex":0.000017582179,"about_ca_system_score_gemma":0.000050413706,"threshold_uncertainty_score":0.7630994},"labels":[],"label_agreement":null},{"id":"W7005963193","doi":"","title":"SPATIAL SHIFTS, WORKER RIFTS: LABOUR CONTROL AND RESISTANCE AMONG MIGRANT REMOTE WORKERS IN NORTHEASTERN ONTARIO AND THE MARITIMES","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Resistance (ecology); Autonomy; Casual; Work (physics); Metropolitan area; Participant observation; Control (management); Distancing; Perspective (graphical); Internal migration","score_opus":0.006872157692605575,"score_gpt":0.18151957943205524,"score_spread":0.17464742173944967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005963193","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5671548,0.0033219703,0.00068946835,0.0010673795,0.0002603057,0.0014356277,0.00009946268,0.000043046173,0.42592794],"genre_scores_gemma":[0.4981446,0.00045898947,0.00028861524,0.00008577208,0.00003213111,7.5846475e-7,0.000109697845,0.000004837786,0.5008746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982952,0.0004134626,0.00019538107,0.00045765226,0.00026268425,0.00037561043],"domain_scores_gemma":[0.9991816,0.00036077827,0.00011599205,0.00015184077,0.00005220882,0.00013755808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003269806,0.00024862756,0.00035184892,0.0001594347,0.00027581846,0.000094376664,0.00026662493,0.00025614043,0.014958921],"category_scores_gemma":[0.00006471503,0.00018575175,0.000064501655,0.00035772787,0.00031223198,0.00017545394,0.00003873116,0.0007398008,0.000008567188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059582526,0.0000031906068,0.40928864,0.00006433725,0.00005002089,0.000098208206,0.0008705211,0.000026018211,2.138511e-7,0.000056901034,0.000023840223,0.5835598],"study_design_scores_gemma":[0.002301727,0.000058816262,0.9172635,0.00033434012,0.000043648524,9.432142e-7,0.0018140218,0.00052537385,5.3610586e-7,0.0023444945,0.07511183,0.00020074302],"about_ca_topic_score_codex":0.42642647,"about_ca_topic_score_gemma":0.99428684,"teacher_disagreement_score":0.5833591,"about_ca_system_score_codex":0.000030364823,"about_ca_system_score_gemma":0.00018304214,"threshold_uncertainty_score":0.9859415},"labels":[],"label_agreement":null},{"id":"W7006051645","doi":"","title":"Social Imaginaries and Epistemic Systems in Ontario's Institution of Public Education","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social epistemology; Situated; Institution; Harm; Epistemology of Wikipedia; Formal epistemology; Control (management)","score_opus":0.011621954417526918,"score_gpt":0.23479964948960608,"score_spread":0.22317769507207916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006051645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7486904,0.000684084,0.000117485055,0.000047586847,0.00015254384,0.00035589462,0.000006082032,0.000035295732,0.24991061],"genre_scores_gemma":[0.57887435,0.00013545052,0.0000489182,0.0000064372484,0.000038218554,0.000003822162,0.00106505,0.000018457538,0.41980928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991611,0.000077464676,0.00019034136,0.0003279793,0.000103415565,0.00013969792],"domain_scores_gemma":[0.9994548,0.00000506339,0.00020610212,0.00015345975,0.0001469883,0.000033597036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009775245,0.00016563626,0.0002362494,0.000270885,0.00006121301,0.00004294594,0.00016766854,0.000285091,0.00031264007],"category_scores_gemma":[0.000016370946,0.00020651754,0.00007504839,0.00026910374,0.00008107405,0.00001881993,0.000071947165,0.00015412862,0.000002446387],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076106243,0.0006606692,0.15640709,0.0026553748,0.000877598,0.00008656057,0.0052344864,0.000029605037,0.2846848,0.010127253,0.009993426,0.5284821],"study_design_scores_gemma":[0.0014452507,0.0002713457,0.11935081,0.0006698069,0.0005233986,0.00001560152,0.028922146,0.00004197382,0.025995238,0.00040531566,0.8210821,0.0012769838],"about_ca_topic_score_codex":0.030255657,"about_ca_topic_score_gemma":0.30716294,"teacher_disagreement_score":0.8110887,"about_ca_system_score_codex":0.00016542929,"about_ca_system_score_gemma":0.00055867055,"threshold_uncertainty_score":0.97620195},"labels":[],"label_agreement":null},{"id":"W7006104020","doi":"","title":"SYMPTOMS AND MENTAL HEALTH SERVICE USE IN CHRONIC KIDNEY DISEASE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Kidney disease; Mental health service; Dialysis; Epidemiology; Comorbidity; Cohort; Public health","score_opus":0.009561224485652992,"score_gpt":0.23098104065089092,"score_spread":0.22141981616523793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006104020","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34874973,0.011382627,0.000013982748,0.010917285,0.0019171217,0.004278241,0.0009352402,0.000400072,0.6214057],"genre_scores_gemma":[0.035974488,0.0012678332,0.000039168983,0.0019895586,0.00013449333,0.00000410985,0.0044185715,0.00007429741,0.9560975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985331,0.00006502283,0.00021851301,0.00058680394,0.0002881861,0.00030834705],"domain_scores_gemma":[0.9989226,0.000010666167,0.00009779077,0.00024248325,0.00004015795,0.00068629964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059164933,0.00031531774,0.00043305848,0.00041854434,0.00007410236,0.00009723391,0.000120691024,0.000111578374,0.013519529],"category_scores_gemma":[0.0000069380953,0.00030653086,0.00015518314,0.00064991805,0.000025772577,0.00016123118,0.00012158762,0.0002682514,0.00010097862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008789797,0.0016581487,0.026131706,0.06371703,0.0043527633,0.007287535,0.0090470305,0.0001611009,0.00045808844,0.009224261,0.09767443,0.7714981],"study_design_scores_gemma":[0.0027018066,0.00017405266,0.040958118,0.0048234095,0.0009163992,0.000002358344,0.002880907,0.0009403915,0.000006938195,0.00002674509,0.94614506,0.00042381036],"about_ca_topic_score_codex":0.0006751299,"about_ca_topic_score_gemma":0.004616133,"teacher_disagreement_score":0.8484706,"about_ca_system_score_codex":0.0008114905,"about_ca_system_score_gemma":0.0007071102,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W7006105019","doi":"","title":"Staging Opposition: Performance and Power in the LGBTQ2+ Movement","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Politics; Performative utterance; Movement (music); Narrative; Power (physics); Ideology","score_opus":0.018318188536808735,"score_gpt":0.1760044813864749,"score_spread":0.15768629284966618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006105019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07639717,0.00037407406,0.000010585708,0.00008717726,0.0010310551,0.00024062161,0.00010346681,0.000011346595,0.9217445],"genre_scores_gemma":[0.13059041,0.00032536653,0.000031219402,0.00020534455,0.000020353731,0.0000016954659,0.000047437185,0.000012683108,0.8687655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897563,0.000014318945,0.00024674073,0.00047425422,0.00004357022,0.0002455051],"domain_scores_gemma":[0.9994776,0.00002284236,0.00022317942,0.00022683338,0.00001681589,0.00003270061],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023874664,0.00019161153,0.00031361156,0.0002352439,0.00014734447,0.000120151766,0.00032651876,0.000106436164,0.06425082],"category_scores_gemma":[0.0000037615841,0.00020272417,0.000072838666,0.00022611304,0.000044248372,0.00030505183,0.00008163389,0.00019109089,0.0017303493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007093937,0.0005176372,0.2490991,0.0015114318,0.00097610324,0.0001804857,0.07196473,0.0005943152,0.00001984143,0.41574526,0.11176329,0.14691839],"study_design_scores_gemma":[0.0009269448,0.00006535134,0.0350863,0.00010873464,0.000023271978,8.7809633e-7,0.038614936,0.00039572344,0.000007160872,0.00034731728,0.9239847,0.0004386979],"about_ca_topic_score_codex":0.00012313863,"about_ca_topic_score_gemma":0.00008419512,"teacher_disagreement_score":0.8122214,"about_ca_system_score_codex":0.00014053898,"about_ca_system_score_gemma":0.000017427707,"threshold_uncertainty_score":0.9990469},"labels":[],"label_agreement":null},{"id":"W7006158914","doi":"","title":"Study of Rheological Properties of Biodegradable Polyesters","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rheology; Biodegradable polymer; Polyester; Extrusion; Extensional viscosity; Die swell; Viscosity; Shear thinning; Melt flow index","score_opus":0.020858906485958704,"score_gpt":0.22210702116304257,"score_spread":0.20124811467708387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006158914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68657595,0.0003792737,0.00003563896,0.000004740717,0.00015060879,0.0002828039,0.000011614506,0.000007430614,0.31255192],"genre_scores_gemma":[0.8537667,0.000037712165,0.000121799,0.00001558045,0.000036423702,0.0000012405504,0.00013293794,0.000012710818,0.1458749],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892473,0.00010526662,0.00026617767,0.0003853599,0.0001072767,0.00021120853],"domain_scores_gemma":[0.9992467,0.000010596016,0.00029399962,0.00027531834,0.00012084149,0.00005251281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008964186,0.00024292155,0.000367562,0.00012625496,0.000049353257,0.000004779596,0.00035364428,0.0004808328,0.00130431],"category_scores_gemma":[0.000016708398,0.00021527537,0.00013700766,0.00016724832,0.00012867799,0.000006006426,0.000098153665,0.00016082922,0.000004268168],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014815826,0.0043922244,0.15062152,0.0012481291,0.0033325714,0.00022779312,0.0043674572,0.00007746858,0.14634125,0.00045497136,0.0004254242,0.6736954],"study_design_scores_gemma":[0.0057523227,0.007636643,0.006390273,0.00050887454,0.00085199194,0.000019072293,0.08071677,0.000007516076,0.54132605,0.000014751061,0.355203,0.0015727762],"about_ca_topic_score_codex":0.00019769766,"about_ca_topic_score_gemma":0.0010409565,"teacher_disagreement_score":0.6721226,"about_ca_system_score_codex":0.000015902717,"about_ca_system_score_gemma":0.0000816997,"threshold_uncertainty_score":0.99960864},"labels":[],"label_agreement":null},{"id":"W7006208200","doi":"","title":"Truck Platoon Impacts on Prestressed Concrete Girder Bridges","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Prestressed concrete; Truck; Girder; Platoon; Bridge (graph theory); Structural load; Reliability (semiconductor)","score_opus":0.006624625925937989,"score_gpt":0.18196988752913026,"score_spread":0.17534526160319228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006208200","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074539624,0.00085433613,0.00005044991,0.000051752362,0.0018475441,0.00046100657,0.000077723686,0.0010482855,0.92106926],"genre_scores_gemma":[0.3100943,0.00020475361,0.000028462471,0.00003434941,0.00015432571,0.0000027952099,0.000275626,0.00010665537,0.6890988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987664,0.000023763201,0.0001780905,0.00041932845,0.00023695859,0.00037541133],"domain_scores_gemma":[0.9994704,0.000038401875,0.000051485964,0.00027383148,0.000028750002,0.0001371174],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029657303,0.00044653335,0.0003545172,0.00026216992,0.000057632908,0.00012397078,0.0003132384,0.00027552384,0.014536735],"category_scores_gemma":[0.0000042310708,0.00048533417,0.0001838742,0.000256442,0.000017328808,0.00013570153,0.000039968138,0.00042594198,0.00046136175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010519281,0.000038337548,0.00008218723,0.0049305693,0.002425903,0.0018462182,0.0038754442,0.059129726,0.0014143689,0.0070809484,0.087990075,0.8301343],"study_design_scores_gemma":[0.0012442623,0.00011130539,0.0027553681,0.00071467506,0.00044064445,0.0000019032119,0.002375948,0.004966613,0.00051122165,0.00002183901,0.9861482,0.00070803723],"about_ca_topic_score_codex":0.00007840916,"about_ca_topic_score_gemma":0.00075967005,"teacher_disagreement_score":0.89815813,"about_ca_system_score_codex":0.00019687913,"about_ca_system_score_gemma":0.000037318725,"threshold_uncertainty_score":0.99975985},"labels":[],"label_agreement":null},{"id":"W7006267126","doi":"","title":"Superradiance and Periodic 6.7 GHz Methanol Flaring in G22.356+ 0.066","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowym Centrum Nauki","keywords":"Superradiance; Methanol; Power (physics); Noise (video)","score_opus":0.01213947048478845,"score_gpt":0.18972531613556778,"score_spread":0.17758584565077934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006267126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50580394,0.0025981518,0.00006323346,0.00018570313,0.00023490348,0.00009160577,0.000006496356,0.0001357329,0.49088025],"genre_scores_gemma":[0.72303903,0.00035352758,0.00037287944,0.00007097987,0.00006465593,7.7962073e-7,0.0000050490758,0.000028593862,0.27606452],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989413,0.00006681705,0.000118299606,0.000426516,0.00012628752,0.00032074947],"domain_scores_gemma":[0.999656,0.00003638065,0.000016420212,0.00017191443,0.000004093709,0.000115157396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006507057,0.0001967224,0.00020132767,0.00015999426,0.00008289555,0.00010344091,0.00018472756,0.000116023046,0.02883656],"category_scores_gemma":[0.0000042857873,0.00021704599,0.00006287771,0.00035082005,0.00013448893,0.0004441141,0.00016623717,0.00021150087,0.00029769784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008499667,0.00007261289,0.035150003,0.00026441432,0.00012807567,0.001620848,0.00798672,0.000999855,0.0068509895,0.0069389218,0.00029621558,0.93960637],"study_design_scores_gemma":[0.00062301796,0.00006577688,0.013158388,0.00016709109,0.00004869325,0.000019814246,0.0047371397,0.0015939036,0.0015892847,0.00023580116,0.9773833,0.00037775838],"about_ca_topic_score_codex":0.0019688897,"about_ca_topic_score_gemma":0.0045831837,"teacher_disagreement_score":0.97708714,"about_ca_system_score_codex":0.00013931748,"about_ca_system_score_gemma":0.000014485823,"threshold_uncertainty_score":0.9720512},"labels":[],"label_agreement":null},{"id":"W7006270276","doi":"","title":"Unemployment and Mortality in France, 1982-2002","year":2006,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Unemployment; Sign (mathematics); Regression analysis; Unemployment rate; Panel data; Linear regression","score_opus":0.02856686279609763,"score_gpt":0.2913536494114664,"score_spread":0.2627867866153688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006270276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4227758,0.00017792975,0.000058769423,0.00056887104,0.00015738563,0.0003130992,0.000013590426,0.000067812296,0.57586676],"genre_scores_gemma":[0.30003086,0.000057658217,0.00008199827,0.00026217755,0.00010660901,0.000003893081,0.000007223735,0.000015065841,0.6994345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987019,0.00018440309,0.00023702951,0.00030364154,0.00014863614,0.00042444488],"domain_scores_gemma":[0.99955726,0.00008377429,0.00009032109,0.00016278701,0.00004084094,0.000065024295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013481798,0.00016904373,0.00024969972,0.00010917966,0.0003676119,0.0000072048306,0.000126278,0.000117538366,0.028168954],"category_scores_gemma":[0.000005305863,0.00016920353,0.00004132798,0.0003620209,0.00009289683,0.00014934537,0.00022520528,0.00026288358,0.00011279219],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020920375,0.000055066535,0.98016006,0.00006665216,0.000022636787,0.00004907751,0.00045398023,0.000012076646,0.000023880497,0.0053645736,0.0044598943,0.0093111545],"study_design_scores_gemma":[0.0010281805,0.000022919508,0.49598747,0.000061337305,0.00001788121,1.8360562e-7,0.0009237822,0.000025574638,0.0000056333843,0.00031323702,0.5014871,0.0001267574],"about_ca_topic_score_codex":0.00507888,"about_ca_topic_score_gemma":0.0086033745,"teacher_disagreement_score":0.49702716,"about_ca_system_score_codex":0.00012153951,"about_ca_system_score_gemma":0.000036870697,"threshold_uncertainty_score":0.97271943},"labels":[],"label_agreement":null},{"id":"W7006352655","doi":"","title":"Three Essays on the Economics of Child Well-Being","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Child health; Sibling; Instrumental variable; National Child Development Study; Longitudinal study; Mental health; Educational attainment; Child care; Health care","score_opus":0.023715776537833022,"score_gpt":0.2463092064076767,"score_spread":0.22259342986984368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006352655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027176322,0.00003472606,0.00001712671,0.0036790103,0.0011667629,0.00021714989,0.00001762571,0.0000138177265,0.9676775],"genre_scores_gemma":[0.1666216,0.00014775153,0.000028597236,0.00041220544,0.00037556133,0.0000016147002,0.00011081397,0.000014741576,0.83228713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914193,0.00008769987,0.0001667852,0.00022666191,0.00020118461,0.00017576125],"domain_scores_gemma":[0.9992347,0.0002023235,0.00021302057,0.0001489307,0.0001648008,0.000036243324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001929813,0.0001527651,0.00019862196,0.000082229555,0.0005735703,0.0000383263,0.0004127699,0.00015009918,0.036712088],"category_scores_gemma":[0.000036414607,0.00013425332,0.00014706483,0.00017636297,0.00009295856,0.00010677224,0.000035999576,0.00019480722,0.00019646937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007142694,0.000045939712,0.00060109637,0.000036288762,0.00013265903,6.901247e-7,0.008447982,0.00010862764,0.0000032822672,0.9780474,0.0051815575,0.0073230583],"study_design_scores_gemma":[0.00016306074,0.000051284966,0.0013630769,0.00017961854,0.00007579471,1.2909442e-7,0.06519021,0.000040056013,0.00016004857,0.009029367,0.9234713,0.00027610033],"about_ca_topic_score_codex":0.0013416478,"about_ca_topic_score_gemma":0.02218694,"teacher_disagreement_score":0.96901804,"about_ca_system_score_codex":0.00015952329,"about_ca_system_score_gemma":0.00020793758,"threshold_uncertainty_score":0.9956556},"labels":[],"label_agreement":null},{"id":"W7006363040","doi":"","title":"Trauerspiel or Comedy? Modernity and Violence in the Philosophy of Gillian Rose","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Modernity; Postmodernism; Comedy; Context (archaeology); Appeal; Politics; German; Political philosophy","score_opus":0.04828136434970669,"score_gpt":0.24099310510121996,"score_spread":0.19271174075151326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006363040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032499705,0.00067084754,0.0000028599165,0.0005409053,0.00080168183,0.00038997494,0.00021090018,0.00004366412,0.96483946],"genre_scores_gemma":[0.6522579,0.0005659274,0.000015436337,0.00023008016,0.0003924299,0.0000034357136,0.00015584078,0.000039921873,0.346339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998798,0.00010807227,0.00024359075,0.0003673021,0.00027255816,0.00021047425],"domain_scores_gemma":[0.9993846,0.00008480123,0.00014418278,0.0002425122,0.000088456145,0.000055478475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013415501,0.0002863055,0.0003594411,0.00022005562,0.00019729711,0.00013330349,0.00047259624,0.00021537226,0.009010754],"category_scores_gemma":[0.000009639487,0.0002205699,0.00014302683,0.00012572538,0.00035688607,0.00022055439,0.000057814723,0.00062732364,0.000029042518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090560527,0.00024009528,0.000054153345,0.002943219,0.00023157691,0.00036297733,0.24018098,0.00001101661,0.000024624309,0.6931813,0.0006898032,0.061174694],"study_design_scores_gemma":[0.0014770768,0.0003755565,0.00027998892,0.0031578247,0.00060263823,0.0000077425475,0.14787233,0.00020506947,0.000050208742,0.15586793,0.68917596,0.0009276363],"about_ca_topic_score_codex":0.0011008652,"about_ca_topic_score_gemma":0.01995656,"teacher_disagreement_score":0.68848616,"about_ca_system_score_codex":0.000043351964,"about_ca_system_score_gemma":0.000075390744,"threshold_uncertainty_score":0.99792665},"labels":[],"label_agreement":null},{"id":"W7006460493","doi":"","title":"Tumor and treatment parameters influencing radiotherapy outcomes in locally advanced (LA) non-small cell lung cancer (NSCLC)","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Radiation therapy; Stage (stratigraphy); Chemotherapy; Cancer; Disease; Retrospective cohort study; Lung; Cause of death","score_opus":0.004483059842138964,"score_gpt":0.23054003594979985,"score_spread":0.2260569761076609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006460493","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95366824,0.0020575197,0.00034852175,0.000012751824,0.000048021375,0.0006052454,0.000017410228,0.000029238112,0.043213073],"genre_scores_gemma":[0.26831195,0.008304863,0.004980613,0.00039645948,0.000054248405,0.00009841206,0.0007976904,0.00020070066,0.71685505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986291,0.000110732864,0.00021120768,0.00065632514,0.00012043079,0.0002721911],"domain_scores_gemma":[0.99932754,0.000024225143,0.00020875892,0.0003185592,0.0000422103,0.000078692814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058805013,0.0003879842,0.00043820424,0.00021460578,0.000082143015,0.000042092288,0.00027602067,0.00019349491,0.0021222916],"category_scores_gemma":[0.0000051173383,0.00042328532,0.00019230245,0.00022990123,0.00003847416,0.000013049646,0.00008679186,0.00019830494,5.2238516e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018035698,0.0004906518,0.126212,0.00043527226,0.0013294843,0.00070687965,0.002613997,0.002835332,0.31393284,0.000008368826,0.00040806038,0.54922354],"study_design_scores_gemma":[0.013931484,0.0020897074,0.02621827,0.0005910163,0.001636009,0.000015665737,0.01692299,0.0016067389,0.43468854,0.000010809385,0.49870798,0.0035807912],"about_ca_topic_score_codex":0.0010703355,"about_ca_topic_score_gemma":0.0066864314,"teacher_disagreement_score":0.68535626,"about_ca_system_score_codex":0.00034327642,"about_ca_system_score_gemma":0.00020953579,"threshold_uncertainty_score":0.9998219},"labels":[],"label_agreement":null},{"id":"W7006488622","doi":"","title":"TYRANNY ON TWITTER: BUILDING A REVISED DEMOCRATIC LEGITIMACY FRAMEWORK THROUGH AN EXAMINATION OF THE ONLINE HARMS POLICYMAKING PROCESS IN CANADA","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Legitimacy; Process (computing); Democracy; Democratic legitimacy; Government (linguistics); Public policy","score_opus":0.08012597295918206,"score_gpt":0.3180760636887512,"score_spread":0.23795009072956913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006488622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.500021,0.00017156797,0.00032577847,0.0004517673,0.0015788836,0.0033031374,0.0013869755,0.00037276105,0.49238813],"genre_scores_gemma":[0.8772545,0.00015597501,0.0009882819,0.00032441504,0.000548423,0.0000110560495,0.00026129937,0.0005532015,0.11990287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941717,0.0007438945,0.0008922902,0.0011727925,0.0021345124,0.0008848064],"domain_scores_gemma":[0.9960149,0.00043965795,0.0015925844,0.0011535902,0.00062952033,0.0001697559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005912532,0.0008363702,0.0011690591,0.0008116197,0.00025772775,0.00008558773,0.0017373351,0.00050011766,0.0031645126],"category_scores_gemma":[0.00074582605,0.0007938242,0.0002488972,0.0057768566,0.00018513347,0.0007459025,0.00043254675,0.0017102608,0.000023056402],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022996024,0.003301073,0.1331093,0.024692655,0.0033586926,0.008047858,0.03363384,0.07161907,0.001989922,0.009141346,0.024110585,0.6846961],"study_design_scores_gemma":[0.009401206,0.00085106917,0.25146514,0.081332386,0.0030428364,0.00023317567,0.045662154,0.0077949935,0.002073249,0.0034411484,0.58692074,0.0077819],"about_ca_topic_score_codex":0.43825725,"about_ca_topic_score_gemma":0.72452015,"teacher_disagreement_score":0.67691416,"about_ca_system_score_codex":0.0075607984,"about_ca_system_score_gemma":0.008032392,"threshold_uncertainty_score":0.9994513},"labels":[],"label_agreement":null},{"id":"W7006578109","doi":"","title":"Two faces of product market competition and tax avoidance","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.020992704867226077,"score_gpt":0.22824137667870817,"score_spread":0.2072486718114821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006578109","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049119387,0.0029682368,0.00008630773,0.00006269536,0.0005241587,0.00058897055,0.0012603924,0.00014106209,0.98945624],"genre_scores_gemma":[0.018744187,0.001341557,0.0012499288,0.000012885922,0.00024718646,0.0000015257526,0.00028023994,0.00015462702,0.97796786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963331,0.00047861418,0.00045419118,0.0011927034,0.0010577212,0.00048365607],"domain_scores_gemma":[0.9969995,0.00009799125,0.00095519924,0.0007697003,0.0009919481,0.00018567134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005232195,0.0006207385,0.001110752,0.00055276783,0.00015519095,0.0000855618,0.00050912536,0.00027283328,0.1224833],"category_scores_gemma":[0.00012813882,0.00073812495,0.00023276426,0.0014456502,0.00045380596,0.00041558032,0.0006677972,0.0006314401,0.00011820875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001895545,0.0013645514,0.0695364,0.015263736,0.004286718,0.0053014467,0.0014751157,0.0003086635,0.020889668,0.005358243,0.34350267,0.5308172],"study_design_scores_gemma":[0.0011128521,0.000068517475,0.004096391,0.001277594,0.0004627239,0.0001451013,0.0010645109,0.00002808815,0.0013727791,0.000025184034,0.9896431,0.0007031605],"about_ca_topic_score_codex":0.0007385362,"about_ca_topic_score_gemma":0.0023698602,"teacher_disagreement_score":0.6461404,"about_ca_system_score_codex":0.0006502426,"about_ca_system_score_gemma":0.0009984943,"threshold_uncertainty_score":0.99950695},"labels":[],"label_agreement":null},{"id":"W7006621860","doi":"","title":"Valence and concreteness effects in word-learning: Evidence from a language learning app","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Concreteness; Valence (chemistry); Embodied cognition; Word learning; Language acquisition; Leverage (statistics); Semantics (computer science); Context effect","score_opus":0.013953745698871544,"score_gpt":0.2647848693733994,"score_spread":0.25083112367452787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006621860","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87298036,0.0081612915,0.000077223536,0.000021455991,0.0007535136,0.00036285835,0.000007786425,0.00039906273,0.11723644],"genre_scores_gemma":[0.29583183,0.000096691445,0.0000736083,0.00014351952,0.00013030246,0.0000072550747,0.00037308398,0.00008429332,0.7032594],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973716,0.0008482696,0.00023826334,0.0008632941,0.00022604315,0.00045250516],"domain_scores_gemma":[0.998172,0.0011072037,0.0002741108,0.00025788427,0.000048574686,0.00014022923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022620457,0.0003837782,0.00049567135,0.00042524093,0.00016873932,0.00009369051,0.00036047035,0.0004994248,0.21381617],"category_scores_gemma":[0.00023899935,0.00045845172,0.00010912927,0.0007486254,0.00005914317,0.0002148569,0.000105133484,0.0013972878,0.0006822244],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012563403,0.000042282518,0.027313178,0.0006665273,0.00031614868,0.008332641,0.14949937,0.00026444698,0.0024957345,0.00021606078,0.00038619692,0.8092111],"study_design_scores_gemma":[0.004283547,0.00038361686,0.31273445,0.005436767,0.00040905524,0.000024691291,0.62353325,0.0004981136,0.00040022313,0.000035548142,0.050571892,0.0016888592],"about_ca_topic_score_codex":0.002838848,"about_ca_topic_score_gemma":0.00090019015,"teacher_disagreement_score":0.80752224,"about_ca_system_score_codex":0.00010090825,"about_ca_system_score_gemma":0.000047313442,"threshold_uncertainty_score":0.99978673},"labels":[],"label_agreement":null},{"id":"W7006626904","doi":"","title":"Variational Autoencoders for Heterogeneous Data Integration: Applications in Remote Sensing, Fusion, and Anomaly Detection","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Remote-Sensing Image Classification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Filter (signal processing); Frame (networking); Key (lock); Identification (biology); Tubulopathy","score_opus":0.01813230978668653,"score_gpt":0.22201839146301142,"score_spread":0.20388608167632488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006626904","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022799002,0.00018057106,0.93316203,0.000049624214,0.00051936833,0.0010675807,0.0001428777,0.00028341435,0.06231461],"genre_scores_gemma":[0.17977433,0.0008035275,0.2658437,0.000110754154,0.0006259925,0.000007823687,0.027152892,0.00039776458,0.5252832],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986876,0.000050088773,0.00030058695,0.00060321955,0.0001451285,0.00021335574],"domain_scores_gemma":[0.998996,0.00011672386,0.0001310718,0.000532419,0.00016350714,0.000060250375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010255294,0.00030503824,0.00027139747,0.0004366576,0.00016591826,0.00009991499,0.0002928031,0.00035775514,0.00027028102],"category_scores_gemma":[0.00004332455,0.00038952118,0.000057275203,0.0005758036,0.000027303653,0.00027613176,0.000058353402,0.00027177943,0.000005311208],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000744102,0.000012833849,0.000011059785,0.00030219424,0.00007484917,0.0000070582473,0.0002837724,0.006135453,0.0028591822,0.000113164046,0.0002684985,0.9898575],"study_design_scores_gemma":[0.00050913176,0.000019554864,0.0007207063,0.00019112484,0.00015304996,0.0000069252405,0.000826324,0.8916565,0.0012674693,0.00028341735,0.10400024,0.00036554047],"about_ca_topic_score_codex":0.00016624566,"about_ca_topic_score_gemma":0.010109,"teacher_disagreement_score":0.989492,"about_ca_system_score_codex":0.00033553175,"about_ca_system_score_gemma":0.00009991338,"threshold_uncertainty_score":0.9998557},"labels":[],"label_agreement":null},{"id":"W7006702774","doi":"","title":"Work and Mental Health - An Analysis of Canadian Community Health Survey","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Mental health; Stressor; Bivariate analysis; Logistic regression; Psychological intervention; Population; Covariate; Regression analysis; Variables","score_opus":0.04301648947676818,"score_gpt":0.29892321406414674,"score_spread":0.25590672458737856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006702774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48473737,0.001846416,0.0008037381,0.0047178166,0.0011366457,0.0020137108,0.004255936,0.00029530976,0.50019306],"genre_scores_gemma":[0.68537253,0.00087126176,0.0022779994,0.00034509762,0.000033869168,0.000001621245,0.005093172,0.000044690503,0.30595973],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99705285,0.0012061828,0.00029851202,0.00048835523,0.00040364015,0.0005504579],"domain_scores_gemma":[0.9980825,0.00008653378,0.00033597206,0.0006769466,0.0001792286,0.000638797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077321066,0.00028781334,0.0007815236,0.0024188699,0.0009644399,0.00012843082,0.001490229,0.00012027202,0.0025339702],"category_scores_gemma":[0.000012891644,0.00032828527,0.00014041623,0.0045066723,0.00011262681,0.0005260981,0.0005727558,0.00052631303,0.0000061788055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030338528,0.00058054976,0.3194787,0.00034869305,0.0036753297,0.000042950447,0.0678774,0.00021881654,0.0000022049462,0.0040597776,0.0134927025,0.5899195],"study_design_scores_gemma":[0.00040745857,0.00053192145,0.9415758,0.00014406334,0.00008178097,6.1992205e-7,0.021596253,0.0007079482,0.0000027639949,0.000011905242,0.034553003,0.00038644107],"about_ca_topic_score_codex":0.54737467,"about_ca_topic_score_gemma":0.9939769,"teacher_disagreement_score":0.62209713,"about_ca_system_score_codex":0.0008864983,"about_ca_system_score_gemma":0.0008226097,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W7006711490","doi":"","title":"In Vivo Measurement of Aluminum in Alzheimer's Disease and Related Studies","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Nuclear Laboratories","keywords":"In vivo; Magnesium; Bone disease; Disease; Neutron activation analysis; Sodium","score_opus":0.02212496190329121,"score_gpt":0.254328215555366,"score_spread":0.23220325365207478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006711490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5316629,0.031890705,0.000030877654,0.00070410303,0.0012139888,0.001866362,0.00024109511,0.000021342565,0.4323686],"genre_scores_gemma":[0.629232,0.011894661,0.00013778267,0.00005851645,0.00009027577,0.000005947056,0.0001312375,0.00004478962,0.3584048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987586,0.000075883676,0.00029234088,0.00030045304,0.00032245836,0.00025023156],"domain_scores_gemma":[0.99935997,0.000013378812,0.00013111954,0.00018864899,0.00017365317,0.00013322293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021355727,0.00019502947,0.00026699467,0.00020297442,0.000027686307,0.0000074888458,0.00021314982,0.0002526079,0.0019948408],"category_scores_gemma":[0.0000976453,0.00017418044,0.000068650224,0.0001681145,0.00015703686,0.000008686759,0.00013909003,0.00012460627,0.0000062268305],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068671308,0.0009409089,0.020005628,0.0047250264,0.0035009163,0.0006510583,0.0049789064,0.000022110324,0.26855376,0.00037932198,0.0118825445,0.6774927],"study_design_scores_gemma":[0.01611946,0.0020938665,0.04223747,0.005861291,0.00096204807,0.0000089883815,0.03439833,0.00014693257,0.2893683,0.0010774295,0.60486364,0.0028622346],"about_ca_topic_score_codex":0.000037739705,"about_ca_topic_score_gemma":0.0011873215,"teacher_disagreement_score":0.67463046,"about_ca_system_score_codex":0.000055215747,"about_ca_system_score_gemma":0.00018515931,"threshold_uncertainty_score":0.99891746},"labels":[],"label_agreement":null},{"id":"W7006810187","doi":"","title":"Vortex Analysis – Clustering and Temporal Tracking of Vortices","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vortex; Tracking (education); Cluster analysis; Tourbillon; Vorticity; Feature tracking","score_opus":0.006987331781628907,"score_gpt":0.19098789807191496,"score_spread":0.18400056629028605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006810187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5879298,0.0027451226,0.0016073752,0.000010077,0.00094846095,0.00022057667,0.000078285295,0.00028278542,0.40617755],"genre_scores_gemma":[0.8145824,0.00023557665,0.0003465826,0.0000024129035,0.00003656321,4.7051395e-7,0.00019449719,0.000053269985,0.18454824],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912,0.000015013578,0.00023305017,0.00029046898,0.00015306025,0.00018843716],"domain_scores_gemma":[0.99963593,0.000020409521,0.00007201924,0.0001627167,0.000039729475,0.000069202004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004650285,0.0002630465,0.00041749494,0.0005066029,0.000037756214,0.00007193486,0.00017538613,0.00020809453,0.0045684855],"category_scores_gemma":[0.0000022266695,0.00030041795,0.00020654658,0.0007847633,0.000021112279,0.00015427855,0.000046394194,0.00023516396,0.000008220826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025776715,0.0000970075,0.021921778,0.011827663,0.014515389,0.0005967267,0.009074549,0.30473417,0.0030678376,0.0031733427,0.00031749826,0.6304163],"study_design_scores_gemma":[0.00032641456,0.000037434114,0.00686475,0.0003913722,0.0036593096,0.000002158277,0.001830404,0.95587504,0.0001457853,0.00007751538,0.030184645,0.0006051897],"about_ca_topic_score_codex":0.00015537457,"about_ca_topic_score_gemma":0.0051251347,"teacher_disagreement_score":0.65114087,"about_ca_system_score_codex":0.000056815363,"about_ca_system_score_gemma":0.000016101256,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W7006853056","doi":"","title":"What Is Happening Where? An Evaluation of Social Science Research Trends in Nunavut (2004-2019)","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social research; General partnership; Thematic analysis; Scope (computer science); Community engagement; Tracking (education); Diversity (politics); Qualitative research","score_opus":0.10946493977876251,"score_gpt":0.38970076652786667,"score_spread":0.2802358267491042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006853056","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38967118,0.0014891676,4.924938e-7,0.00036522598,0.0004958001,0.00045129354,0.00004927047,0.000027062371,0.6074505],"genre_scores_gemma":[0.506369,0.000576059,0.000058809965,0.00013036956,0.00012422504,0.00000760367,0.0005947357,0.000019100366,0.49212012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662167,0.00047827465,0.00025308976,0.00065527554,0.0015058225,0.00048588612],"domain_scores_gemma":[0.9988943,0.00007554947,0.00017533319,0.00015179839,0.000561369,0.00014166796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017282905,0.00021367274,0.00045933053,0.0006635467,0.00049770024,0.00004773591,0.0005098833,0.00028790225,0.35460094],"category_scores_gemma":[0.000038343842,0.0001927922,0.000116572395,0.0024353543,0.00033794018,0.00039081555,0.000235247,0.0009062283,0.00001915802],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018553709,0.00040314643,0.003025802,0.000114619004,0.000075014985,0.00007722211,0.0034175857,0.000009678735,0.0035770445,0.00032146205,0.003373209,0.98374987],"study_design_scores_gemma":[0.008122815,0.0025845922,0.25519922,0.0006296159,0.000777051,0.0000083492505,0.10324038,0.0009110625,0.0024567805,0.00056720816,0.6245873,0.00091561145],"about_ca_topic_score_codex":0.00037869165,"about_ca_topic_score_gemma":0.0010211326,"teacher_disagreement_score":0.9828342,"about_ca_system_score_codex":0.0006859726,"about_ca_system_score_gemma":0.0002843872,"threshold_uncertainty_score":0.7861838},"labels":[],"label_agreement":null},{"id":"W7007876385","doi":"","title":"Animal, Abolition, Property: Animal Oppression and Racial Capitalism","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Capitalism; Marxist philosophy; Oppression; Politics; Socialism; Historiography; Egalitarianism; Racism","score_opus":0.01705228626168109,"score_gpt":0.2679705382529522,"score_spread":0.2509182519912711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007876385","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18432988,0.0009921368,5.302815e-7,0.000709023,0.0010548464,0.0004814129,0.000059300233,0.00027224235,0.81210065],"genre_scores_gemma":[0.35995755,0.00039616998,0.00006790033,0.00004304719,0.00039811156,0.0000038118183,0.00013613101,0.000044470642,0.6389528],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978775,0.00019325361,0.00024465707,0.0007185438,0.0004801027,0.0004859436],"domain_scores_gemma":[0.99905705,0.000052443986,0.0001819548,0.00018762433,0.00026748935,0.00025340766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001361393,0.0003746915,0.00034347945,0.00049329025,0.0011157207,0.0005015016,0.00045665118,0.00050042686,0.06286919],"category_scores_gemma":[0.000044226304,0.00035721797,0.00021176576,0.0006203409,0.0003303911,0.00084548397,0.00014085505,0.0006120328,0.0002754389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050111823,0.00086309214,0.001862971,0.0020483434,0.001540938,0.0018963476,0.36924183,0.000007300115,0.0133053055,0.2777797,0.17888795,0.14755505],"study_design_scores_gemma":[0.0002312245,0.00016479977,0.0018088281,0.00034756394,0.00027585222,0.0000035348874,0.1376601,0.000013230096,0.00009956016,0.0005302658,0.8583861,0.00047892632],"about_ca_topic_score_codex":0.004965101,"about_ca_topic_score_gemma":0.07883474,"teacher_disagreement_score":0.6794982,"about_ca_system_score_codex":0.0001811295,"about_ca_system_score_gemma":0.00022584775,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W7007917579","doi":"","title":"Addressing the Integration of Nurse Practitioners in Primary Healthcare Settings in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Durvalumab","score_opus":0.025744491338272446,"score_gpt":0.23610356417343514,"score_spread":0.2103590728351627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007917579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084280374,0.00018168625,0.00006570582,0.00067725964,0.00020512125,0.0006632488,0.00022599449,0.00006112393,0.99707705],"genre_scores_gemma":[0.01883388,0.00002449303,0.00044622662,0.00045321498,0.00007836866,0.0000027815706,0.0002422978,0.0004294301,0.9794893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766845,0.0006527669,0.00034465725,0.0004707679,0.00045761428,0.00040573458],"domain_scores_gemma":[0.9984534,0.00011881604,0.0008308703,0.00043914665,0.00006923035,0.00008853793],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025683604,0.00036022504,0.0005259203,0.000799486,0.000051876894,0.00002396117,0.00052248064,0.00026280334,0.023038784],"category_scores_gemma":[0.00003776319,0.00034234513,0.00006724481,0.0015157344,0.0001354212,0.00019651535,0.0000944904,0.0007264872,0.00006710757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006293643,0.00019690333,0.024454582,0.0016735527,0.00017545224,0.0005054626,0.003547911,0.0005606579,0.00071028294,0.0025983304,0.68418795,0.2807595],"study_design_scores_gemma":[0.0012556874,0.00002833955,0.0042224573,0.0030448951,0.000051017938,0.0000060600146,0.01221189,0.00016293259,0.00004390694,0.0000132637815,0.97853935,0.00042018283],"about_ca_topic_score_codex":0.88167554,"about_ca_topic_score_gemma":0.9942949,"teacher_disagreement_score":0.2943514,"about_ca_system_score_codex":0.003859754,"about_ca_system_score_gemma":0.002113119,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W7007939875","doi":"","title":"THE ASSOCIATION BETWEEN CANMEDS ROLE-SPECIFIC IMPLICIT THEORIES OF INTELLIGENCE AND PLANNING FOR RESIDENT REMEDIATION","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Association (psychology); Context (archaeology); Implicit personality theory; Medical school; Implicit-association test","score_opus":0.016478729994393246,"score_gpt":0.2707232195074478,"score_spread":0.25424448951305456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007939875","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5810386,0.0026668413,0.014385736,0.0019520358,0.0048543266,0.0050717336,0.00015459352,0.00015426076,0.38972187],"genre_scores_gemma":[0.42417324,0.00055484154,0.0011832365,0.000084879845,0.00076925196,0.000016627055,0.0017353534,0.000068159585,0.5714144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985971,0.000062062696,0.00039233122,0.00029568287,0.00042093542,0.00023188989],"domain_scores_gemma":[0.9978775,0.00050926977,0.00064455083,0.0002456748,0.0006782277,0.00004481096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050953403,0.000187721,0.0003426998,0.00021743482,0.00022243947,0.000039381368,0.00019018944,0.00036470304,0.000627761],"category_scores_gemma":[0.00051918824,0.00016853755,0.000079155325,0.0004913335,0.000057579608,0.00011733653,0.00003216905,0.0003591539,0.0000058694054],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009394045,0.000039433326,0.068935245,0.00075541245,0.00046215873,0.000002343179,0.010610975,0.000023430348,0.00052330404,0.02932673,0.0033318978,0.88504964],"study_design_scores_gemma":[0.001648368,0.00055242976,0.14735548,0.0015073518,0.0012094082,0.0000027544063,0.16328754,0.00031482946,0.0062439987,0.0053346786,0.67194545,0.00059769355],"about_ca_topic_score_codex":0.000055776072,"about_ca_topic_score_gemma":0.000068645626,"teacher_disagreement_score":0.884452,"about_ca_system_score_codex":0.00053465547,"about_ca_system_score_gemma":0.00023548424,"threshold_uncertainty_score":0.6873543},"labels":[],"label_agreement":null},{"id":"W7008083027","doi":"","title":"Assessment of Pre-Operative Functional Differences in Patients Undergoing Total and Partial Knee Arthroplasties","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gait; Osteoarthritis; Range of motion; Knee replacement; Arthroplasty; Total knee arthroplasty; Knee Joint","score_opus":0.011073179277783929,"score_gpt":0.23216567466283594,"score_spread":0.22109249538505202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008083027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93060476,0.0001264169,0.000051832412,0.000030405141,0.00072089874,0.0004187183,0.000038132526,0.000036840127,0.06797198],"genre_scores_gemma":[0.7498976,0.000025783282,0.00012591231,0.0000079749425,0.00003846976,0.0000020152934,0.00017068944,0.000023019094,0.24970853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986106,0.00006229643,0.0002904935,0.00044126355,0.00037720703,0.00021810507],"domain_scores_gemma":[0.99943346,0.00011465949,0.00014259048,0.00012152358,0.000094332616,0.00009342411],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036756952,0.00030829583,0.0005425667,0.00031980217,0.00006605883,0.000036626087,0.000049586935,0.00020257475,0.0107373],"category_scores_gemma":[0.000022942064,0.0002925736,0.00011052025,0.00027480954,0.000108594635,0.00020406283,0.00008607157,0.00037579253,0.000013046649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001369193,0.00032645426,0.96224844,0.0012178624,0.0005253006,0.00009075251,0.0025208395,0.000080009646,0.00008828518,0.0019910207,0.00010330819,0.029438505],"study_design_scores_gemma":[0.0030540363,0.00097458117,0.98647356,0.0010311673,0.00026400693,0.000004303591,0.0065306956,0.00037838446,0.00006990048,0.000017438568,0.0009508093,0.00025111073],"about_ca_topic_score_codex":0.00006574037,"about_ca_topic_score_gemma":0.0016135826,"teacher_disagreement_score":0.18173656,"about_ca_system_score_codex":0.00017476891,"about_ca_system_score_gemma":0.00031734904,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W7008174614","doi":"","title":"THE ASSOCIATIONS AMONG ETHNICITY, CONTEXTUAL FACTORS, AND DIETARY INTAKE IN THE CANADIAN ALLIANCE FOR HEALTHY HEARTS AND MINDS: A CROSS-SECTIONAL STUDY.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Consumption (sociology); Healthy eating; Junk food; Healthy diet; Food intake; Serving size; Obesity; Cross-sectional study; Perception","score_opus":0.053115918387247545,"score_gpt":0.3026863467817002,"score_spread":0.24957042839445265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008174614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98611766,0.0006180221,5.520032e-7,0.0012063583,0.0002958936,0.0017816541,0.00034655834,0.000018031893,0.009615263],"genre_scores_gemma":[0.9137595,0.00031033158,0.000012293968,0.00027974046,0.00013219664,0.000027572603,0.00076239364,0.000024267565,0.08469169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883896,0.00008522568,0.00020789413,0.00031933706,0.00025414382,0.00029444555],"domain_scores_gemma":[0.9989614,0.0005372763,0.00011122021,0.0001055568,0.00015413026,0.0001304135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704888,0.0001914539,0.0002720886,0.000084474195,0.0011898107,0.000117649084,0.000116147894,0.0001881238,0.00018580559],"category_scores_gemma":[0.00009182347,0.0001408101,0.00008223467,0.0002876727,0.00012741823,0.00007327152,0.000036083686,0.00037407028,0.000001874478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040936697,0.000082711034,0.9920506,0.000079399004,0.00017699269,0.000036907728,0.0022832789,9.671436e-7,5.814083e-7,0.00021312486,0.002146418,0.0025196462],"study_design_scores_gemma":[0.0014257666,0.00033453052,0.92595446,0.00005396172,0.00007559139,0.0000015529779,0.0309986,0.000008783866,3.0528483e-7,0.00008530198,0.04094228,0.000118852964],"about_ca_topic_score_codex":0.11163564,"about_ca_topic_score_gemma":0.9717655,"teacher_disagreement_score":0.8601299,"about_ca_system_score_codex":0.00030319972,"about_ca_system_score_gemma":0.00019897525,"threshold_uncertainty_score":0.9151182},"labels":[],"label_agreement":null},{"id":"W7008182570","doi":"","title":"Bayesian Hierarchical Modelling of Spruce Budworm Development","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spruce budworm; Bayesian probability; Bayesian hierarchical modeling; Bayesian inference; Prior probability; Choristoneura fumiferana; Bayes' theorem; Posterior probability","score_opus":0.011124418059778186,"score_gpt":0.18626128674892115,"score_spread":0.17513686868914297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008182570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067951314,0.00004014695,0.009659372,0.000015945428,0.00030382205,0.00023446248,0.0000040529,0.000035205787,0.9217557],"genre_scores_gemma":[0.17390005,0.000039886374,0.0079333875,0.000048220743,0.000018660397,0.0000017992418,0.00018951425,0.00002620866,0.8178423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986683,0.00006196419,0.00023714239,0.00046230305,0.0002741764,0.00029609865],"domain_scores_gemma":[0.9994619,0.000026505673,0.00016927723,0.00022571583,0.000015936004,0.000100663754],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008305087,0.00024250791,0.00028843913,0.00009328333,0.00015352263,0.000014472086,0.0004082655,0.00026669473,0.21021228],"category_scores_gemma":[0.0000041330413,0.00028145418,0.00010935184,0.00040608222,0.00008899902,0.00012661566,0.00025042624,0.0002944829,0.00017799617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008640358,0.000831469,0.008956317,0.00087094266,0.0006876022,0.0010360151,0.009331112,0.0882458,0.0010342371,0.007697575,0.003120678,0.8773242],"study_design_scores_gemma":[0.0012006607,0.0001478883,0.01685104,0.00035069828,0.0002698336,0.000007651139,0.005375507,0.0063263853,0.0036156974,0.0007537937,0.96396613,0.0011346864],"about_ca_topic_score_codex":0.00020208518,"about_ca_topic_score_gemma":0.005764508,"teacher_disagreement_score":0.9608455,"about_ca_system_score_codex":0.00026445114,"about_ca_system_score_gemma":0.00006912294,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W7008200299","doi":"","title":"Assessing the Feasibility of an Intervention for Adolescents and Parents Transitioning out of Pediatric Eating Disorder Services: A Mixed Methods Study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Qualitative research; Eating disorders; Disordered eating; Mental health; Qualitative property","score_opus":0.08956609384231265,"score_gpt":0.4512611196565162,"score_spread":0.36169502581420354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008200299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991811,0.00026884404,0.002157597,0.000013000584,0.0009972753,0.003167087,0.00013659254,0.000036633544,0.0014120068],"genre_scores_gemma":[0.992053,0.0000400143,0.0011358347,0.000018568391,0.00017464119,0.000025237236,0.0006135638,0.00004824924,0.005890923],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99448276,0.0035119343,0.00082727394,0.00051046495,0.0003248846,0.0003426675],"domain_scores_gemma":[0.9975633,0.00037872477,0.0013082104,0.00031224513,0.00033234834,0.00010515757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015008259,0.0002815426,0.0005743289,0.0002253467,0.0010200342,0.000020648273,0.00037904942,0.00027642617,0.002033804],"category_scores_gemma":[0.000055320066,0.00026394444,0.00019155325,0.0004944652,0.000026246835,0.00036341202,0.00014318462,0.0007610127,5.7104313e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000560303,0.0005764691,0.80099154,0.013804244,0.000063166066,0.0000019086262,0.039961655,0.000013155986,0.000015160522,0.000009258235,0.0000058151145,0.14399733],"study_design_scores_gemma":[0.002823102,0.0004069377,0.3847028,0.00080532103,0.0006915502,9.871514e-8,0.6094579,0.00040965975,0.0000025344534,0.000038055503,0.0004541112,0.00020790174],"about_ca_topic_score_codex":0.0010907339,"about_ca_topic_score_gemma":0.00790279,"teacher_disagreement_score":0.5694963,"about_ca_system_score_codex":0.00016774538,"about_ca_system_score_gemma":0.00023767522,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W7008202985","doi":"","title":"ASSESSING THE IMPROVEMENT IN LOGICAL REASONING OF STUDENTS ENROLLED IN “NUMBERS FOR LIFE” COURSE AT MCMASTER UNIVERSITY","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Numeracy; Logical reasoning; Logical conjunction; Qualitative reasoning; Verbal reasoning; Work (physics); Order (exchange)","score_opus":0.05012330467214848,"score_gpt":0.33797651105972776,"score_spread":0.2878532063875793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008202985","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8197276,0.00004479343,0.00027906746,0.00013922405,0.0004980186,0.0023947896,0.00002999323,0.000087481356,0.17679903],"genre_scores_gemma":[0.15333882,0.000041607884,0.0030455587,0.00004369331,0.00005001179,0.000011101447,0.00015821197,0.00008428018,0.84322673],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979951,0.00021392613,0.00048509854,0.00045680968,0.00045241637,0.00039666652],"domain_scores_gemma":[0.99810123,0.00070204254,0.000627283,0.00032145373,0.00013670613,0.00011130408],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006819906,0.00033897132,0.00061815744,0.00025869734,0.00015976446,0.00008571087,0.0007318393,0.00033502944,0.008192831],"category_scores_gemma":[0.00014957481,0.00031554198,0.00023146033,0.0007750932,0.00006531702,0.00017453528,0.00021118342,0.00037151732,0.000015347947],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070094024,0.010002056,0.18527453,0.01684523,0.003637655,0.00059573434,0.14465159,0.0004487681,0.00083570794,0.07758867,0.012559473,0.5405512],"study_design_scores_gemma":[0.023588605,0.00072433637,0.05352005,0.0066397833,0.0022808958,0.000006842112,0.80754614,0.0030878435,0.00051522284,0.0126814805,0.086602665,0.0028061576],"about_ca_topic_score_codex":0.00015453214,"about_ca_topic_score_gemma":0.004143261,"teacher_disagreement_score":0.6664277,"about_ca_system_score_codex":0.00042467893,"about_ca_system_score_gemma":0.00021284872,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W7008235679","doi":"","title":"Beta uncertainty as a barrier to arbitrage and the impact on anomaly returns","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"BETA (programming language); Anomaly (physics); Measure (data warehouse); Arbitrage; Series (stratigraphy)","score_opus":0.018016846722867144,"score_gpt":0.25384799400867236,"score_spread":0.23583114728580523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008235679","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024661697,0.0007634713,0.0000097397715,0.0008046087,0.0006464212,0.0016192883,0.0018436488,0.00039224184,0.9692589],"genre_scores_gemma":[0.1366835,0.00014541011,0.00004057284,0.00038003715,0.0003288646,0.0000057804987,0.00010602517,0.0003580649,0.86195177],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947107,0.00056081393,0.00048890366,0.0016956702,0.0014981749,0.0010457466],"domain_scores_gemma":[0.9966323,0.00035740266,0.00039263218,0.0014207177,0.00039151002,0.0008054667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0010487175,0.0012992689,0.0013846025,0.0011353231,0.0002978814,0.0005415527,0.0012504667,0.0006218731,0.08748785],"category_scores_gemma":[0.00017475194,0.00090232794,0.000976154,0.0024860413,0.0005737266,0.0002634079,0.0011300518,0.002263505,0.0050670593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021395208,0.00050336367,0.0031833686,0.0015779851,0.012777185,0.0324078,0.008122833,0.003931864,0.0008041868,0.031955734,0.7439847,0.1393558],"study_design_scores_gemma":[0.0020383806,0.00046493037,0.0005079397,0.0008425918,0.0012201519,0.00033748418,0.001199031,0.00011914829,0.0000648507,0.00045332752,0.99166346,0.0010887187],"about_ca_topic_score_codex":0.0073998915,"about_ca_topic_score_gemma":0.0025674945,"teacher_disagreement_score":0.24767877,"about_ca_system_score_codex":0.0027998425,"about_ca_system_score_gemma":0.0022976303,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W7008248557","doi":"","title":"Black disabled people's experiences of ableism and medical racism in healthcare: A scoping review","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ableism; Racism; Economic Justice; Disabled people; Psychometrics of racism; Black women; Medical model of disability; Mental health; Disability studies; Inclusion (mineral)","score_opus":0.05734682440440248,"score_gpt":0.3193049905003664,"score_spread":0.26195816609596395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008248557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012377693,0.08302549,0.000077100645,0.002846139,0.0020046972,0.006901102,0.0002801603,0.00075543683,0.89173216],"genre_scores_gemma":[0.013680409,0.38362402,0.00024537995,0.00037484802,0.00031937065,0.00005277673,0.00025738543,0.0005215693,0.60092425],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933104,0.00073624455,0.0012220517,0.0012988065,0.0025332635,0.0008992125],"domain_scores_gemma":[0.99678046,0.00042146948,0.0010922042,0.00073051086,0.0004065359,0.0005687993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019913255,0.000716618,0.002413081,0.0008956547,0.00012207363,0.000047693797,0.0010095475,0.0008037359,0.042922907],"category_scores_gemma":[0.0008787979,0.00076584483,0.0002836846,0.004295147,0.0006765192,0.00040995283,0.0011375243,0.0010269247,0.00031425882],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074486836,0.0007728858,0.0303244,0.431994,0.0010350213,0.009540849,0.036771733,0.00004340607,0.000029030627,0.0017083219,0.0701758,0.4168597],"study_design_scores_gemma":[0.0040708045,0.00037283797,0.0019755038,0.73132,0.000734989,0.00029442812,0.022934496,0.00022924271,0.000026581069,0.00011345762,0.23534481,0.0025828164],"about_ca_topic_score_codex":0.0033493342,"about_ca_topic_score_gemma":0.02439151,"teacher_disagreement_score":0.41427687,"about_ca_system_score_codex":0.00085915846,"about_ca_system_score_gemma":0.0039648963,"threshold_uncertainty_score":0.99947923},"labels":[],"label_agreement":null},{"id":"W7008289478","doi":"","title":"Beyond Professional Affiliation: Race, Class &amp; Gender Dynamics in Interdisciplinary Teams","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Pretext; Circumstantial evidence; TSG101; Diafiltration","score_opus":0.01624539891686043,"score_gpt":0.3431395169120146,"score_spread":0.32689411799515417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008289478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050595753,0.00005725972,0.00033135145,0.0018602688,0.0100099165,0.0013572131,0.00009863063,0.00013307467,0.93555653],"genre_scores_gemma":[0.0764867,0.000016956854,0.0005104615,0.0006868817,0.0005225349,0.000053181557,0.005843674,0.00008829639,0.91579133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960152,0.0011247372,0.0008309188,0.0008035927,0.00057359587,0.00065194425],"domain_scores_gemma":[0.9975829,0.00026390053,0.00082752766,0.0004859148,0.0006215704,0.00021818666],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004494996,0.0005322474,0.0006284431,0.000719777,0.0010090983,0.00003177449,0.00059310166,0.0013186153,0.12427079],"category_scores_gemma":[0.00007131586,0.00055245357,0.0001731903,0.0011481111,0.000060939168,0.00042166375,0.0004948882,0.0021583633,0.0015405874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009823472,0.0016754138,0.060938563,0.0047671394,0.00042617103,0.000094317365,0.071796365,0.00023907016,0.00034829116,0.19964609,0.44225603,0.20798908],"study_design_scores_gemma":[0.0028277596,0.00009049054,0.03124214,0.0023069826,0.00014141214,0.0000020802877,0.23898862,0.0019971468,0.000011792712,0.005353212,0.7159242,0.0011141319],"about_ca_topic_score_codex":0.00012896689,"about_ca_topic_score_gemma":0.051897045,"teacher_disagreement_score":0.2736682,"about_ca_system_score_codex":0.0029613087,"about_ca_system_score_gemma":0.0026603166,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W7008422201","doi":"","title":"CHARACTERIZATION OF NAPHTHENIC ACID FRACTION COMPOUNDS IN AN OIL SANDS PIT LAKE USING ULTRA-HIGH RESOLUTION MASS SPECTROMETRY WITH ELECTROSPRAY IONIZATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Naphthenic acid; Tailings; Land reclamation; Extraction (chemistry); Surface mining; Asphalt; Petroleum; Fraction (chemistry)","score_opus":0.008653934382032344,"score_gpt":0.20790851799068497,"score_spread":0.1992545836086526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008422201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95282894,0.000032680884,0.0025875948,0.000010875318,0.00009539906,0.000022433816,0.0000824733,0.0001581383,0.044181447],"genre_scores_gemma":[0.7729704,0.00012942159,0.00046548928,0.0000058994888,0.00012384089,0.0000016854594,0.008284187,0.00009085841,0.21792826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99804777,0.00008584866,0.00039842806,0.00063589436,0.00045985193,0.0003721844],"domain_scores_gemma":[0.9985469,0.000024027937,0.0007849415,0.00030760345,0.00025105942,0.000085464126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011353768,0.00039272508,0.0005469011,0.00079581345,0.00020694165,0.000107069456,0.0003007693,0.0004982028,0.005464863],"category_scores_gemma":[0.000014432616,0.00044774538,0.00011808452,0.0022608128,0.000047457408,0.00067018694,0.000014517742,0.00050729234,0.000006889235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070969487,0.00012691536,0.0075754505,0.00055156625,0.00015702717,0.00003071248,0.00029517605,0.0004876171,0.97625744,0.00003286629,0.0000015715776,0.013773966],"study_design_scores_gemma":[0.0054145204,0.00047021534,0.021198053,0.003948702,0.0020869144,0.000023365526,0.010534945,0.010098437,0.9374587,0.00008364252,0.006237417,0.0024450861],"about_ca_topic_score_codex":0.00020654901,"about_ca_topic_score_gemma":0.0038313325,"teacher_disagreement_score":0.1798586,"about_ca_system_score_codex":0.0005197864,"about_ca_system_score_gemma":0.00020895086,"threshold_uncertainty_score":0.9997974},"labels":[],"label_agreement":null},{"id":"W7008446876","doi":"","title":"CHARACTERIZATION OF ORGANIC CONSTITUENTS OF ENVIRONMENTAL FILMS BY GC/MS","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Contamination; Sugar; Volatile organic compound; Methanol; Precipitation; Combustion","score_opus":0.006693568672096793,"score_gpt":0.20116079668166484,"score_spread":0.19446722800956803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008446876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67272943,0.00022135861,0.00003876284,0.000018698984,0.00047677214,0.00028545375,0.00012952895,0.000023929759,0.32607606],"genre_scores_gemma":[0.5699453,0.006344607,0.00017393587,0.00003649011,0.000102723636,8.0260736e-7,0.0012547337,0.000025268773,0.4221162],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987654,0.000087615605,0.00025875322,0.0002576149,0.00042718856,0.00020341613],"domain_scores_gemma":[0.9992871,0.000021774229,0.0004295195,0.000119456105,0.00005236398,0.00008973434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085427244,0.00018132197,0.00028910825,0.00007591426,0.000177808,0.000017135488,0.00031288457,0.00032312295,0.06669173],"category_scores_gemma":[0.000007640314,0.00021982122,0.0001240174,0.00028061063,0.00019575033,0.00019594203,0.000036577552,0.00011792845,0.000037558046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048422767,0.0012116716,0.020469343,0.0006456478,0.00091005414,0.0000253089,0.37372786,0.0000068248905,0.49321178,0.0018012201,0.035782795,0.07172326],"study_design_scores_gemma":[0.0012555332,0.000076256525,0.024731971,0.00027344635,0.00022533147,5.3590924e-7,0.2164137,0.0000031275163,0.02369851,0.000033346874,0.73262125,0.00066700333],"about_ca_topic_score_codex":0.0007642339,"about_ca_topic_score_gemma":0.0010829249,"teacher_disagreement_score":0.69683844,"about_ca_system_score_codex":0.0002207899,"about_ca_system_score_gemma":0.0002358277,"threshold_uncertainty_score":0.9341614},"labels":[],"label_agreement":null},{"id":"W7008467660","doi":"","title":"CLINICAL BIOMARKERS FOR THE NONINVASIVE DIAGNOSIS OF ENDOMETRIOSIS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Endometriosis; Disease; Pathological; Laparoscopy; Biomarker; Pelvic inflammatory disease; Immune system","score_opus":0.03683310283519277,"score_gpt":0.31414487211347303,"score_spread":0.2773117692782803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008467660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048182994,0.009227943,0.0008347622,0.0019017967,0.0018422424,0.009425703,0.0012121417,0.00013377902,0.92723864],"genre_scores_gemma":[0.12508558,0.022696495,0.0011893488,0.00010286469,0.00030664666,0.00010491286,0.0004156256,0.00010331563,0.8499952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980024,0.00014446396,0.00044262432,0.0005087541,0.00049088796,0.00041085057],"domain_scores_gemma":[0.98687106,0.011535106,0.00039259845,0.00047328786,0.00047170912,0.00025623137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032453655,0.00032267926,0.0007999578,0.00064668903,0.00016101605,0.000019584575,0.0003871137,0.0003517457,0.02858378],"category_scores_gemma":[0.002589203,0.00020265482,0.0009882363,0.0010958272,0.00017436332,0.0000824604,0.000073037314,0.00025908032,0.00005279612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003878807,0.00045272976,0.040525246,0.00049938407,0.004496169,0.00013323822,0.00008765844,1.647222e-7,0.00009710346,0.0001575828,0.0040148343,0.9456571],"study_design_scores_gemma":[0.013049862,0.0022463787,0.016389977,0.0010760715,0.0027898801,0.000008420071,0.002393845,0.000005834841,0.013464345,0.000032964064,0.94821155,0.00033087647],"about_ca_topic_score_codex":0.00012555448,"about_ca_topic_score_gemma":0.00031782765,"teacher_disagreement_score":0.9453262,"about_ca_system_score_codex":0.00023266854,"about_ca_system_score_gemma":0.0003702959,"threshold_uncertainty_score":0.9723042},"labels":[],"label_agreement":null},{"id":"W7008501059","doi":"","title":"CHEMICAL AND TOPOGRAPHICAL SURFACE MODIFICATION OF POLYMERS FOR PROTEIN IMMOBILIZATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; McMaster University","keywords":"Biomolecule; Protein adsorption; Polymer; Surface modification; Polydimethylsiloxane; Bovine serum albumin; Adsorption; Chemical modification; Biosensor","score_opus":0.020502752452007517,"score_gpt":0.2523933882868172,"score_spread":0.23189063583480965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008501059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791363,0.00022082894,0.00038932855,0.000082831095,0.0005082997,0.0008289065,0.00017377826,0.00014676807,0.018512955],"genre_scores_gemma":[0.54847455,0.00006613772,0.0011995889,0.0000104173105,0.000047660782,0.00001563331,0.00040732263,0.00007169527,0.44970697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987217,0.000061791005,0.00028038712,0.00048300493,0.0002254017,0.00022766824],"domain_scores_gemma":[0.9991382,0.00009686753,0.00032644058,0.00018738682,0.00018306577,0.00006809178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010741837,0.00023370689,0.00035058442,0.00015020887,0.000106272266,0.00003699617,0.00021916162,0.00024905722,0.0033654778],"category_scores_gemma":[0.000045019417,0.00026214583,0.00011327403,0.00042070873,0.000116538205,0.00020041126,0.00006318319,0.000119679804,0.000020113639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005671348,0.000049156115,0.0001236148,0.00038132464,0.00006035138,0.0000020750488,0.00070745515,0.000025491412,0.9803022,0.00083043316,0.00016631023,0.016784452],"study_design_scores_gemma":[0.00081761857,0.00008995415,0.00042965892,0.000287675,0.00017387366,0.0000011683514,0.009186169,0.00022319728,0.9763928,0.00016408927,0.011805307,0.00042846118],"about_ca_topic_score_codex":0.0002412698,"about_ca_topic_score_gemma":0.00021345458,"teacher_disagreement_score":0.431194,"about_ca_system_score_codex":0.00006472401,"about_ca_system_score_gemma":0.00006130731,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W7008537202","doi":"","title":"Characterizing students' readiness for interprofessional learning across training levels and degree of program specialization","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Degree (music); Degree program; Program evaluation; Interprofessional education","score_opus":0.06915328046702565,"score_gpt":0.3099850122087495,"score_spread":0.24083173174172387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008537202","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068716947,0.00012590733,0.008818266,0.000069572336,0.00071963965,0.0032368638,0.001536466,0.0010744703,0.9775471],"genre_scores_gemma":[0.0107439235,0.000010391933,0.0045091123,0.00003234879,0.0004457316,0.000010165363,0.00036292878,0.0008301382,0.98305523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977584,0.00019774547,0.00034166596,0.00075361505,0.00044145016,0.0005071294],"domain_scores_gemma":[0.9985989,0.0000801338,0.0008457779,0.00019711467,0.00009637721,0.00018172026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020406283,0.0005089695,0.0007948774,0.00036595788,0.00018447684,0.00012001001,0.0006182506,0.00041459114,0.023916675],"category_scores_gemma":[0.00006319391,0.0005773899,0.00016192319,0.0008003909,0.00022995574,0.000257318,0.0006090016,0.0004095098,0.000048323236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001220773,0.0002544119,0.017996503,0.0014173583,0.000821124,0.00008487546,0.011947024,0.000008127187,0.0038691617,0.00094668404,0.0056044757,0.9558295],"study_design_scores_gemma":[0.002507537,0.00026223125,0.0035774151,0.0019395042,0.00019519804,0.0000070745696,0.0077150674,0.00017310701,0.00012395249,0.000008857862,0.98288214,0.0006079415],"about_ca_topic_score_codex":0.00005294891,"about_ca_topic_score_gemma":0.00035557602,"teacher_disagreement_score":0.97727764,"about_ca_system_score_codex":0.0001455118,"about_ca_system_score_gemma":0.00013139071,"threshold_uncertainty_score":0.99966776},"labels":[],"label_agreement":null},{"id":"W7008602339","doi":"","title":"Contesting the Crisis - CUPE, the CAW, and Third Way Neoliberalism in Ontario from 2003-2013","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neoliberalism (international relations); Politics; Resistance (ecology); Articulation (sociology); Trade union; Hegemony; Government (linguistics); Work (physics); Corporate governance","score_opus":0.018426507244436525,"score_gpt":0.22129158127729887,"score_spread":0.20286507403286233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008602339","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14197172,0.00039014284,0.000009074517,0.010499874,0.00079041807,0.0006432627,0.000048362053,0.0000565961,0.84559053],"genre_scores_gemma":[0.045225475,0.00029949038,0.000116085735,0.0035630146,0.00018627972,0.000003190296,0.00014981968,0.000026606695,0.95043004],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859166,0.00027715907,0.00017242464,0.0003572494,0.00029771868,0.00030376005],"domain_scores_gemma":[0.9992591,0.00015195958,0.00016671985,0.0001903111,0.0001261581,0.000105750085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014501851,0.000216016,0.00023496995,0.00005018015,0.00079548865,0.00022854337,0.0005967345,0.00020403447,0.018086642],"category_scores_gemma":[0.00004240497,0.000153457,0.00006235485,0.00063762243,0.00012659284,0.00024531496,0.000105229345,0.000602679,0.0000095473215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002480667,0.000111453526,0.025549315,0.000025233343,0.00041505165,0.00023979048,0.55122167,0.000026011236,0.00006941819,0.24836767,0.060579903,0.11314645],"study_design_scores_gemma":[0.00033866553,0.000014135706,0.047781233,0.000056960307,0.000091465525,1.0763958e-7,0.0960525,0.000014365688,0.000005302616,0.00069677754,0.85476446,0.00018403235],"about_ca_topic_score_codex":0.8700059,"about_ca_topic_score_gemma":0.9883749,"teacher_disagreement_score":0.79418457,"about_ca_system_score_codex":0.00023807767,"about_ca_system_score_gemma":0.00038478238,"threshold_uncertainty_score":0.982811},"labels":[],"label_agreement":null},{"id":"W7008622969","doi":"","title":"Changes in Experiences of Accessing Healthcare: Perspectives of Sri Lankan Tamil Canadians","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Refugee; Immigration; Sri lanka; Health care; Acculturation; Qualitative research; Spanish Civil War; Displaced person","score_opus":0.02260412213636193,"score_gpt":0.2933525583627313,"score_spread":0.27074843622636935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008622969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6068318,0.002165139,0.0000013039448,0.00014536179,0.00059826544,0.00030371838,0.00008308854,0.000017727869,0.3898536],"genre_scores_gemma":[0.85490096,0.00017503582,0.00003847665,0.000055052744,0.000045448534,0.000011445417,0.00018773848,0.000014247637,0.1445716],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984556,0.00025960203,0.00028321132,0.00042300133,0.0002417612,0.00033685996],"domain_scores_gemma":[0.99906385,0.000055759992,0.00041472135,0.00023664585,0.000107322594,0.00012171134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010326161,0.00020453292,0.00042102853,0.00056604116,0.00012419575,0.000009212102,0.00038475773,0.00024222882,0.12641844],"category_scores_gemma":[0.000009959213,0.00024797602,0.00007680681,0.00082586653,0.000071823946,0.00009481392,0.000026418571,0.00035056507,0.0000033879314],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036376546,0.00011790737,0.006440245,0.00044134256,0.000054387518,0.000055392662,0.90557915,0.000004609758,0.000021745025,0.004226059,0.00027525795,0.08242012],"study_design_scores_gemma":[0.00050673046,0.00018916056,0.013588168,0.0001071457,0.000026575435,0.0000016110187,0.94110286,0.0000027184806,0.00007596458,0.00001887707,0.044201683,0.00017848349],"about_ca_topic_score_codex":0.10296799,"about_ca_topic_score_gemma":0.7131367,"teacher_disagreement_score":0.6101687,"about_ca_system_score_codex":0.00025312323,"about_ca_system_score_gemma":0.00044961827,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W7008676257","doi":"","title":"Concussion and Age Effects on the Stability of the Mismatch Negativity Brain Response","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mismatch negativity; Concussion; Electroencephalography; Context (archaeology); P3a; Cognition; Scalp; Oddball paradigm; Neurophysiology","score_opus":0.022975879623071155,"score_gpt":0.24061509651264842,"score_spread":0.21763921688957727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008676257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93810546,0.0000056855947,0.0000034587304,0.0013044266,0.00073728303,0.0005923399,0.000026678328,0.000040009036,0.05918463],"genre_scores_gemma":[0.7795322,0.000010055768,0.000002189344,0.0006363578,0.000022102926,0.0000017183543,0.0000021263336,0.000015368232,0.21977788],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99744993,0.001197132,0.00013996821,0.00061539107,0.00039128063,0.00020630697],"domain_scores_gemma":[0.9979332,0.0013930275,0.00015161357,0.00043954546,0.00002332245,0.00005931174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033844792,0.0002356946,0.00021771314,0.00008582628,0.0003125695,0.00007904767,0.00050318456,0.00015385708,0.0022085712],"category_scores_gemma":[0.00062354095,0.00014114693,0.00013155668,0.00069137325,0.00031220194,0.00014562768,0.00017223063,0.00048307143,0.00002271543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084185024,0.00003820421,0.00004282375,0.00021019502,0.0000034661273,0.000061641185,0.0030561432,0.0000011203546,0.9631927,0.0007814161,0.00094041973,0.03083004],"study_design_scores_gemma":[0.0006240271,0.00038866693,0.03472826,0.00086506724,0.00009843641,0.0000074565924,0.0038290685,0.000109277564,0.88156813,0.0007577021,0.07664055,0.00038335426],"about_ca_topic_score_codex":0.000036118727,"about_ca_topic_score_gemma":0.00022353494,"teacher_disagreement_score":0.16059326,"about_ca_system_score_codex":0.000085836764,"about_ca_system_score_gemma":0.00010826876,"threshold_uncertainty_score":0.99870354},"labels":[],"label_agreement":null},{"id":"W7008722434","doi":"","title":"Community needs assessment to inform programming","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; General partnership; Needs assessment; Focus group; Community organization; Local community; Community engagement; Data collection; Immigration","score_opus":0.11484093780921267,"score_gpt":0.4020036462576408,"score_spread":0.2871627084484281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008722434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015973955,0.0001665017,0.00048089205,0.003233515,0.003265642,0.00302442,0.00012448672,0.0006327896,0.9874744],"genre_scores_gemma":[0.0033882812,0.00019644898,0.004073196,0.0020766845,0.00032535853,0.000058034137,0.00034446776,0.00012515202,0.98941237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948506,0.0012740771,0.00095777377,0.00039052125,0.0011728712,0.0013541587],"domain_scores_gemma":[0.99592525,0.00057481474,0.00044589897,0.0012459264,0.0008766225,0.00093147845],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025329895,0.0006493972,0.00093413243,0.0012021472,0.0028878972,0.0000856884,0.0013101668,0.00095566624,0.08056947],"category_scores_gemma":[0.0001770755,0.0006778566,0.00025363514,0.002662873,0.0000816827,0.00021242085,0.0037824758,0.007797258,0.0023301702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008917994,0.00013788739,0.0045184074,0.006145429,0.0002360043,0.00014301024,0.012252888,0.000004991747,0.000002296253,0.0020652744,0.1692794,0.80512524],"study_design_scores_gemma":[0.000543494,0.00020178086,0.0024219796,0.0025433807,0.00015429995,0.000007649588,0.0457692,0.0000062066524,9.1543444e-7,0.00010274077,0.9476439,0.00060445006],"about_ca_topic_score_codex":0.010374675,"about_ca_topic_score_gemma":0.014413148,"teacher_disagreement_score":0.8045208,"about_ca_system_score_codex":0.00658175,"about_ca_system_score_gemma":0.010966532,"threshold_uncertainty_score":0.9995673},"labels":[],"label_agreement":null},{"id":"W7008842138","doi":"","title":"Colloidal Processing of Metal Oxide-Carbon Nanotube Nanocomposite Electrodes for Supercapacitors","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Supercapacitor; Nanocomposite; Carbon nanotube; Electrode; Oxide; Electrochemistry; Nanoparticle; Cathode; Manganese; Nanostructure","score_opus":0.011708579889213302,"score_gpt":0.21594888619171498,"score_spread":0.20424030630250167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008842138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95172626,0.00048448605,0.00009198621,0.000021702961,0.0016405705,0.0007149662,0.00015816583,0.00016409047,0.044997763],"genre_scores_gemma":[0.82639736,0.00003008276,0.0016955497,0.000014211,0.00031430874,0.000020631007,0.00035327068,0.000117462034,0.17105709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779993,0.000104583756,0.0004682564,0.0007465229,0.00038122007,0.00049948343],"domain_scores_gemma":[0.998979,0.000063312116,0.00027422706,0.0002682714,0.00031196827,0.00010322809],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024214988,0.00046147968,0.0006795473,0.00032051167,0.00017783385,0.00018110608,0.0005238478,0.00042070207,0.0053626974],"category_scores_gemma":[0.00002320622,0.00047295878,0.00027705336,0.00051941496,0.00010572884,0.00038881772,0.000058751582,0.00017388709,0.000032678654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053945236,0.00006559474,0.00004824795,0.0013500352,0.000071267765,0.000007944673,0.0015537028,0.000009205209,0.9882325,0.0006189715,0.00013733855,0.007365721],"study_design_scores_gemma":[0.00051008584,0.00019062216,0.00010661195,0.0004682169,0.0005373186,0.0000056439335,0.0039837197,0.00012402817,0.96438736,0.00018042747,0.02897585,0.0005301263],"about_ca_topic_score_codex":0.00031394078,"about_ca_topic_score_gemma":0.00029955283,"teacher_disagreement_score":0.12605934,"about_ca_system_score_codex":0.00025592736,"about_ca_system_score_gemma":0.0002834241,"threshold_uncertainty_score":0.9997722},"labels":[],"label_agreement":null},{"id":"W7008860977","doi":"","title":"From Creativity to Success via Risk and Setback: Can you disrupt without disrupting?","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; Presentation (obstetrics); Ideation","score_opus":0.011679695674093958,"score_gpt":0.2315464475055271,"score_spread":0.21986675183143314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008860977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01207725,0.00012247308,0.0014925743,0.00009646995,0.0005175005,0.0012277261,0.012303638,0.0027064127,0.96945596],"genre_scores_gemma":[0.007955992,0.00005807926,0.0010378407,0.000052252242,0.0005422599,0.0000049141045,0.00021414495,0.003077813,0.98705673],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557483,0.00053129264,0.00031935787,0.001918435,0.00065242656,0.0010036606],"domain_scores_gemma":[0.9971038,0.00020863862,0.00063057285,0.0011544495,0.00008017389,0.0008223435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020531421,0.0011461753,0.001210828,0.0010278499,0.0002919285,0.00023695237,0.0010279818,0.0006802129,0.1152632],"category_scores_gemma":[0.000084377745,0.0012674276,0.00023177128,0.0021685292,0.00036563815,0.0002890423,0.0012968233,0.00078041747,0.0044552116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000721171,0.00025592864,0.56225216,0.00023308437,0.0017886014,0.0013417584,0.0035184321,0.00006760953,0.00021957936,0.00014894352,0.14334437,0.28610837],"study_design_scores_gemma":[0.001849844,0.00010899779,0.01333,0.0006377494,0.0008802088,0.0000062997233,0.0013855387,0.00013762759,0.00004459673,0.00005531468,0.97999775,0.0015660676],"about_ca_topic_score_codex":0.07182821,"about_ca_topic_score_gemma":0.21989597,"teacher_disagreement_score":0.83665335,"about_ca_system_score_codex":0.0006142521,"about_ca_system_score_gemma":0.00011383656,"threshold_uncertainty_score":0.99897754},"labels":[],"label_agreement":null},{"id":"W7008927258","doi":"","title":"Detection of Trichomonas vaginalis, Giardia and Cryptosporidium spp. in Remote Indigenous Communities in Canada using a Point-of-Care Device","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Cryptosporidium; Health care; Population; Giardia; Referral","score_opus":0.015407168043220393,"score_gpt":0.20448949664981783,"score_spread":0.18908232860659743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008927258","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2312836,0.01096382,0.00019591242,0.0000061868727,0.00033385656,0.0010588376,0.0005963927,0.00006551024,0.75549585],"genre_scores_gemma":[0.55953705,0.0011394604,0.00408214,0.00005550079,0.00011579807,0.0000012639649,0.00037199532,0.0013937026,0.4333031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976157,0.0006305841,0.00044085912,0.00042161669,0.00040561342,0.00048561775],"domain_scores_gemma":[0.9983953,0.00010299367,0.00066905917,0.0005512889,0.00016635844,0.00011495632],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015782179,0.000490332,0.0010346253,0.0015894542,0.00006236172,0.000022171691,0.00046753796,0.00035916214,0.011928458],"category_scores_gemma":[0.000016879536,0.0006530987,0.00009605173,0.0026236728,0.00016676127,0.00014647731,0.00036080615,0.00063290837,0.000003610247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003961279,0.0005676696,0.34991327,0.022223739,0.0024674963,0.011343799,0.059892084,0.0043221666,0.009236075,0.00024760724,0.0025224958,0.5333023],"study_design_scores_gemma":[0.0060555856,0.00020630404,0.010604365,0.008001148,0.00056961295,0.00010538714,0.1630003,0.00060599414,0.0025897473,0.00002092696,0.8063566,0.0018840465],"about_ca_topic_score_codex":0.9861982,"about_ca_topic_score_gemma":0.9979385,"teacher_disagreement_score":0.8038341,"about_ca_system_score_codex":0.0033645367,"about_ca_system_score_gemma":0.0023349873,"threshold_uncertainty_score":0.999592},"labels":[],"label_agreement":null},{"id":"W7009008320","doi":"","title":"Designing and Evaluating a 109Cd based XRF System For Skin Iron Measurements: A Validation Study in Normal and Iron Overload Conditions","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Synchrotron radiation; X-ray fluorescence; Human skin; Analytical Chemistry (journal); Detection limit; Pig skin; Synchrotron; Inductively coupled plasma mass spectrometry","score_opus":0.02248246096187185,"score_gpt":0.2729258137682467,"score_spread":0.25044335280637486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009008320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637967,0.00011862013,0.0034567295,0.000016338301,0.00017160259,0.0016253281,0.00008837145,0.00004537069,0.030680941],"genre_scores_gemma":[0.9837874,0.0000012927804,0.0007389137,0.0000040325435,0.00007664453,0.000032983065,0.00067967665,0.000031629184,0.0146473935],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99850047,0.00016239301,0.00026838857,0.0005555452,0.00025492164,0.000258297],"domain_scores_gemma":[0.9994292,0.0000693117,0.00019630215,0.0001445001,0.0000904511,0.00007017944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028946923,0.00029915993,0.00035805724,0.000327486,0.00025280355,0.00017252487,0.00012184884,0.0001005606,0.00209738],"category_scores_gemma":[0.0000049904615,0.00034096857,0.000110045614,0.00039020408,0.000029899533,0.0002506382,0.000033525434,0.00022076392,0.0000048882803],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035852073,0.0023159506,0.6187207,0.00997773,0.0032489216,0.00010609653,0.033119082,0.009688754,0.08779547,0.0064361137,0.00027560905,0.22473034],"study_design_scores_gemma":[0.024536358,0.0033862882,0.07350124,0.009044794,0.014390205,0.0000023337166,0.7461328,0.08635754,0.036648046,0.00061373506,0.0011167418,0.0042699277],"about_ca_topic_score_codex":0.0008945191,"about_ca_topic_score_gemma":0.0011122806,"teacher_disagreement_score":0.7130137,"about_ca_system_score_codex":0.00018498872,"about_ca_system_score_gemma":0.000107595835,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W7009044502","doi":"","title":"Determining the Level of Health Literacy and Exploring Associated Contextual Factors in Recent Minor Ischemic Stroke Survivors Returning to the Community","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Minor (academic); Stroke (engine); Literacy; Population; Ischemic stroke; Health education","score_opus":0.12028071867258883,"score_gpt":0.26547972172623024,"score_spread":0.14519900305364142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009044502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899449,0.00020855668,3.9023584e-7,0.00047417238,0.00024193838,0.0003119435,0.0001720201,0.00002537222,0.008620705],"genre_scores_gemma":[0.9685451,0.0001569877,0.000008400794,0.000078841585,0.000026142805,0.0000032598978,0.00017528092,0.000003361167,0.031002661],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845964,0.0005119174,0.00029767407,0.00024709117,0.00019756108,0.0002860977],"domain_scores_gemma":[0.9988412,0.0006908007,0.0002374384,0.00008337033,0.000091090704,0.000056085217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004586512,0.0002430175,0.00037072296,0.000041140676,0.00049188174,0.0000788511,0.00044851383,0.0001123741,0.0006773044],"category_scores_gemma":[0.00013215815,0.00009631986,0.00008158413,0.0005751096,0.000046513862,0.00014335608,0.00026529422,0.0006898134,0.000002538517],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005977099,0.00005184344,0.10566959,0.00009877349,0.00009439567,0.000003936518,0.05714092,0.000002223391,0.0017895455,0.000008952687,0.00024796187,0.8348321],"study_design_scores_gemma":[0.00022472175,0.00024957763,0.73277193,0.0008531012,0.00004728454,4.353126e-7,0.15593779,0.000017354516,0.0009275562,0.0000042964034,0.10865727,0.0003086569],"about_ca_topic_score_codex":0.006611235,"about_ca_topic_score_gemma":0.16233347,"teacher_disagreement_score":0.83452344,"about_ca_system_score_codex":0.00015963386,"about_ca_system_score_gemma":0.000023253111,"threshold_uncertainty_score":0.9994254},"labels":[],"label_agreement":null},{"id":"W7009059082","doi":"","title":"Development of a Context-aware Telemedicine Framework and it's use in Promoting Safe Aging in Place through Wearable and Smart Home Technology","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; AGE-WELL; McMaster University","keywords":"Leverage (statistics); Context (archaeology); Telemedicine; Wearable computer; Wearable technology; Phone; Work (physics); Aging in place","score_opus":0.02483202300878933,"score_gpt":0.2399325909934628,"score_spread":0.21510056798467347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009059082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761965,0.0005182206,0.013337313,0.0007083239,0.00046253554,0.0011587025,0.000010367088,0.00023347416,0.005951405],"genre_scores_gemma":[0.9366969,0.00013023896,0.012174393,0.00006598266,0.000022879161,0.000014214392,0.000029538243,0.00004920625,0.05081666],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99798924,0.00012348237,0.0004909713,0.00075241725,0.00026267226,0.00038119627],"domain_scores_gemma":[0.9987907,0.00037329318,0.00036283245,0.00028564676,0.000119185876,0.00006834272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031246926,0.00032041362,0.0006571387,0.00089663145,0.00010718527,0.00009011834,0.0004603985,0.00042933974,0.00023558647],"category_scores_gemma":[0.00009525774,0.00037629734,0.000034866163,0.0018437633,0.000075770775,0.00081553333,0.00039513432,0.0006276584,0.000008469432],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100602025,0.00008913894,0.06701123,0.00086107076,0.00009911638,0.00037891892,0.039225016,0.0000062425866,0.00026686475,0.0005733441,0.00003640554,0.89135206],"study_design_scores_gemma":[0.018150803,0.00094910606,0.17976676,0.08384002,0.00024525408,0.00024281876,0.48652798,0.012160935,0.006192633,0.002866467,0.20341484,0.005642381],"about_ca_topic_score_codex":0.0006889849,"about_ca_topic_score_gemma":0.033772517,"teacher_disagreement_score":0.88570964,"about_ca_system_score_codex":0.00020330794,"about_ca_system_score_gemma":0.00024196348,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W7009137387","doi":"","title":"DEVELOPMENT OF A NOVEL ERGONOMICS METHOD FOR DETERMINING MANUAL ARM STRENGTH","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Wrist; Torso; Set (abstract data type); Variance (accounting); Regression; Regression analysis; Artificial neural network","score_opus":0.024717474736774353,"score_gpt":0.2620808164572469,"score_spread":0.23736334172047255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009137387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16335584,0.000014125738,0.014759022,0.000015719274,0.00043432188,0.00044808583,0.00008714914,0.000038725848,0.82084703],"genre_scores_gemma":[0.009445578,0.000033235814,0.3281393,0.00004202862,0.000054392887,0.000008746267,0.00008303383,0.00004536801,0.6621483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987653,0.00001530635,0.0002436927,0.00045604486,0.00020551366,0.00031414308],"domain_scores_gemma":[0.99938,0.00008527371,0.00028854632,0.00015388697,0.000021062144,0.0000712602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014902,0.00023668337,0.0002932238,0.000074117124,0.00023579814,0.000016550635,0.00044950866,0.00013282282,0.019442912],"category_scores_gemma":[0.000013225213,0.00021649558,0.00011288083,0.00018564345,0.000073863055,0.00018976335,0.00019016724,0.00007438292,0.00004394254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022470085,0.00010686156,0.0007524746,0.000078860576,0.00007303914,0.00000289687,0.0037214877,0.00002746406,0.008901594,0.00015936505,0.0001452179,0.98580605],"study_design_scores_gemma":[0.00368281,0.0003218282,0.012999449,0.0005417644,0.00035307556,0.0000036407366,0.057756927,0.0010999183,0.057051435,0.00010662495,0.8645061,0.0015764117],"about_ca_topic_score_codex":0.000030181249,"about_ca_topic_score_gemma":0.0014547317,"teacher_disagreement_score":0.9842296,"about_ca_system_score_codex":0.00024550036,"about_ca_system_score_gemma":0.00006394618,"threshold_uncertainty_score":0.9814535},"labels":[],"label_agreement":null},{"id":"W7009159814","doi":"","title":"Effects of Forestry and Beaver Reservoirs on Mercury Dynamics in Boreal Stream Food Webs","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beaver; Biomagnification; Taiga; Abiotic component; Plant litter; Ecosystem; STREAMS; Food chain; Organic matter","score_opus":0.005506706818852826,"score_gpt":0.18168951891187435,"score_spread":0.17618281209302153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009159814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6288499,0.00003942104,0.0000012778465,0.000060511295,0.00010776567,0.00021143747,0.00005232284,0.0000116874635,0.37066567],"genre_scores_gemma":[0.6809778,0.00024779467,0.00012613986,0.000059062502,0.000009855705,0.0000014264087,0.00019755143,0.000011026813,0.31836933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990388,0.00007068607,0.000121769546,0.0003929271,0.00015390053,0.00022191965],"domain_scores_gemma":[0.9995096,0.00014433691,0.00011494956,0.00017125561,0.000010652826,0.00004924067],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004523341,0.00022387734,0.00029959407,0.00014037079,0.00012509878,0.0000075531952,0.0003546046,0.0003494917,0.0018939482],"category_scores_gemma":[0.000027241815,0.00024147535,0.000071339375,0.00033691776,0.00014332644,0.00011144812,0.0003863991,0.00029961523,0.000015286902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008390119,0.0002788293,0.95378685,0.0006891476,0.00021400143,0.00018738279,0.0008435727,0.00008164539,0.000016923357,0.0010833571,0.0024454754,0.0395338],"study_design_scores_gemma":[0.0017277362,0.000681233,0.9775218,0.00038102816,0.00025552599,6.7741536e-7,0.008631926,0.00013546679,0.0005419889,0.00041750385,0.009294122,0.00041102385],"about_ca_topic_score_codex":0.00053383055,"about_ca_topic_score_gemma":0.048472963,"teacher_disagreement_score":0.05229633,"about_ca_system_score_codex":0.00036885755,"about_ca_system_score_gemma":0.000021255766,"threshold_uncertainty_score":0.99901843},"labels":[],"label_agreement":null},{"id":"W7009175435","doi":"","title":"Developing a process analytical technology for monitoring the particle size distribution in twin screw granulation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Granulation; Particle-size distribution; Particle size; Process analytical technology; Masking (illustration); Process (computing); Particle (ecology)","score_opus":0.013124220144307168,"score_gpt":0.23543886908188677,"score_spread":0.2223146489375796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009175435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96451867,0.0010751659,0.018102966,0.00039527979,0.001111372,0.0010721202,0.00006349992,0.00067478424,0.012986156],"genre_scores_gemma":[0.9881578,0.000044606466,0.00025720548,0.000004126991,0.00010679257,0.000017328957,0.00018738546,0.000049114715,0.011175617],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906397,0.000019063196,0.00020257954,0.00026470458,0.00013037706,0.0003193332],"domain_scores_gemma":[0.9996594,0.000062660496,0.000031188458,0.00014041753,0.00007027175,0.000036026035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009396761,0.00022151617,0.00024037813,0.00007871943,0.000096943644,0.00006508662,0.00023902011,0.00031260893,0.00029173473],"category_scores_gemma":[0.000035372395,0.00021233752,0.00009021934,0.0011410482,0.000026474632,0.00013075245,0.000023116774,0.00033651915,0.000016611664],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011004182,0.00014387618,0.025655044,0.0079519395,0.0009276774,0.00032238147,0.006695245,0.0089267595,0.010040504,0.087385945,0.0006909847,0.8501592],"study_design_scores_gemma":[0.007930081,0.0002727164,0.027680783,0.0062890123,0.0022140443,0.000025947977,0.04771518,0.3681502,0.13429962,0.016808642,0.38458478,0.00402899],"about_ca_topic_score_codex":0.000009887784,"about_ca_topic_score_gemma":0.00018376709,"teacher_disagreement_score":0.84613025,"about_ca_system_score_codex":0.00030397277,"about_ca_system_score_gemma":0.00005687085,"threshold_uncertainty_score":0.8658872},"labels":[],"label_agreement":null},{"id":"W7009214669","doi":"","title":"Donner l’élan nécessaire à l’utilisation de l’indicateur de mortalité évitable au Canada","year":2013,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Entomophthorales; Research methodology","score_opus":0.009394277247704174,"score_gpt":0.180003768223971,"score_spread":0.17060949097626682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009214669","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026369786,0.00042624676,0.0008029089,0.00077968196,0.0009572201,0.0011414514,0.0008340937,0.00032700208,0.9683616],"genre_scores_gemma":[0.07976775,0.00003871925,0.00079157663,0.00041489635,0.0007974289,0.000008488774,0.0003315946,0.0010087927,0.91684073],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99279624,0.0011099615,0.00061318924,0.0016229842,0.0010143755,0.0028432468],"domain_scores_gemma":[0.9958615,0.00017361259,0.0010410825,0.0012854686,0.00022667678,0.0014116963],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00043003706,0.0014839486,0.0011595385,0.00064369873,0.0008212791,0.0003545677,0.0019932548,0.001365029,0.76653373],"category_scores_gemma":[0.00007681993,0.0018323062,0.00036362678,0.0018118689,0.00076621404,0.00079788064,0.0006340101,0.0012217509,0.0076505896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00045222472,0.00086424954,0.43092087,0.0024569107,0.003333026,0.0063502435,0.0047154236,0.0055357525,0.0016251213,0.040530555,0.36729017,0.13592544],"study_design_scores_gemma":[0.0021147446,0.00007948932,0.024635632,0.0006408115,0.0010053612,0.000101967715,0.0045223697,0.0021194494,0.00028622377,0.00009206498,0.9626281,0.0017737796],"about_ca_topic_score_codex":0.965765,"about_ca_topic_score_gemma":0.97977835,"teacher_disagreement_score":0.7588832,"about_ca_system_score_codex":0.015795797,"about_ca_system_score_gemma":0.011005681,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W7009270228","doi":"","title":"Discursive Ecology: Tracing Indigenous Expression in Settler Prairie Archives","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Narrative; Metis; TRACE (psycholinguistics); Expression (computer science); Reading (process); Decolonization; Assertion","score_opus":0.010249530210962797,"score_gpt":0.25748028514679616,"score_spread":0.24723075493583335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009270228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17932825,0.0003787451,0.00001555715,0.0001559043,0.001962406,0.00089714275,0.000027577551,0.000097856406,0.8171366],"genre_scores_gemma":[0.027291505,0.0015013875,0.0001836689,0.000015543796,0.00043209735,0.0000020075106,0.00032999198,0.00004729986,0.9701965],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975186,0.00050637743,0.00028379587,0.00062264,0.00032286393,0.00074569625],"domain_scores_gemma":[0.99911517,0.00018211453,0.00022929677,0.00019916822,0.000066158784,0.000208087],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022254947,0.00031402434,0.00036760722,0.00059533113,0.0027354646,0.00010682219,0.00050550187,0.0006065138,0.010456614],"category_scores_gemma":[0.000004807157,0.00030430363,0.00014904575,0.0006795704,0.00019777275,0.0003426594,0.0000058484648,0.00073400047,0.00017402],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012069272,0.00016861745,0.0011502438,0.00040448326,0.000045619432,0.00018087369,0.9680457,0.00001582321,0.000012987037,0.01077159,0.00024671407,0.018836616],"study_design_scores_gemma":[0.00024386228,0.000054218923,0.0031373024,0.0005477942,0.00006848624,0.0000012029788,0.19533518,0.0000027629187,0.00012487736,0.0015592241,0.7985611,0.00036397934],"about_ca_topic_score_codex":0.019645521,"about_ca_topic_score_gemma":0.9399566,"teacher_disagreement_score":0.92031103,"about_ca_system_score_codex":0.0006085253,"about_ca_system_score_gemma":0.009940953,"threshold_uncertainty_score":0.99994093},"labels":[],"label_agreement":null},{"id":"W7009272407","doi":"","title":"Dispossession with Possession, Governance with Colonialism: Algonquian Hunting Territories and Anthropology as Engaged Practice","year":2018,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Corporate governance; History of anthropology; Government (linguistics); Ethnography","score_opus":0.016824054177749296,"score_gpt":0.3028382581956439,"score_spread":0.2860142040178946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009272407","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36411798,0.00011444147,0.0008813505,0.008059743,0.0010239512,0.0010183896,0.00003859436,0.00016903193,0.6245765],"genre_scores_gemma":[0.89014524,0.00014930594,0.0025659702,0.0013546465,0.00059891364,0.000007396431,0.000012637241,0.00004579165,0.10512009],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721897,0.0009702477,0.00021317738,0.0004875157,0.00018734964,0.00092272286],"domain_scores_gemma":[0.99799585,0.0007099794,0.00041081,0.0002459208,0.00049269886,0.00014470896],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004549082,0.00025458744,0.00036056497,0.00005260787,0.01004545,0.000025617237,0.00021196889,0.00024182876,0.017483626],"category_scores_gemma":[0.00019713378,0.0001938643,0.000021622269,0.0003730333,0.00085385836,0.0005263893,0.00042967347,0.00089089526,0.00008997652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008987928,0.00038341802,0.6941094,0.0004727994,0.0005278814,0.0014332843,0.21523507,0.0000037223633,0.00020133809,0.026798984,0.0036257217,0.04822049],"study_design_scores_gemma":[0.0020695492,0.0017968935,0.021186618,0.000278764,0.00012079236,0.00006301736,0.33044398,0.000016078462,0.000059096557,0.000022017815,0.6436502,0.0002930273],"about_ca_topic_score_codex":0.019481977,"about_ca_topic_score_gemma":0.19279544,"teacher_disagreement_score":0.67292273,"about_ca_system_score_codex":0.000420108,"about_ca_system_score_gemma":0.00039683844,"threshold_uncertainty_score":0.99124336},"labels":[],"label_agreement":null},{"id":"W7009321254","doi":"","title":"Economic Development Policies in Ontario and Quebec Thinking about Structures of Representation","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Government (linguistics); Context (archaeology); Public policy; Key (lock)","score_opus":0.017672109607919453,"score_gpt":0.23625399994752758,"score_spread":0.21858189033960812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009321254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6911005,0.000012863595,0.00008144043,0.00022783839,0.0000746284,0.000056639765,4.6951337e-7,0.000008272185,0.30843735],"genre_scores_gemma":[0.9007074,0.000017512426,0.0005261515,0.000045772536,0.000029749945,1.7066476e-7,5.737815e-7,0.0000023308883,0.09867033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940205,0.00006954803,0.000096021286,0.00014638872,0.0001354182,0.00015059627],"domain_scores_gemma":[0.99974364,0.00004530435,0.000100045596,0.000050454375,0.000016693828,0.000043863685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015660156,0.00005520409,0.000102780716,0.000043468604,0.00019007245,0.00004487041,0.00017984254,0.00004915819,0.0057173986],"category_scores_gemma":[0.000015570615,0.000059732945,0.000017312806,0.00014731522,0.00017817269,0.000257741,0.000062154184,0.000056478228,0.000002366456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012844714,0.000006003374,0.5906675,0.0000034995533,0.0000062182253,0.000001161258,0.073237404,0.000104619896,0.000016757927,0.10553729,0.000079588346,0.23032713],"study_design_scores_gemma":[0.00017269645,0.0000064575697,0.6634897,0.000011599451,0.000002749172,6.759228e-8,0.011347297,0.000008066034,0.000057605735,0.0018825637,0.3229539,0.00006728114],"about_ca_topic_score_codex":0.91654,"about_ca_topic_score_gemma":0.9975308,"teacher_disagreement_score":0.3228743,"about_ca_system_score_codex":0.00040068332,"about_ca_system_score_gemma":0.00033216807,"threshold_uncertainty_score":0.9951915},"labels":[],"label_agreement":null},{"id":"W7009352723","doi":"","title":"Ecosystem response to changes in water level of Lake Ontario marshes: lessons from the restoration of Cootes Paradise Marsh, a degraded coastal wetland of Lake Ontario","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Water level; Marsh; Typha; Vegetation (pathology); Aquatic plant; Hydrology (agriculture); Ecosystem; Aquatic ecosystem","score_opus":0.03092406280169243,"score_gpt":0.20514522348284003,"score_spread":0.1742211606811476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009352723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99025756,0.0000033194742,0.00032028134,0.00051435595,0.000056565714,0.00037996768,0.0005544165,0.000006852022,0.007906705],"genre_scores_gemma":[0.9484684,0.0000019401991,0.0006237345,0.000029469937,0.000012749822,0.0000018393077,0.00004879916,0.000010660356,0.05080241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986696,0.0002319267,0.00032860093,0.0002703465,0.0002697363,0.00022978186],"domain_scores_gemma":[0.99921167,0.00016498593,0.00020297532,0.0003221793,0.000019593244,0.00007861762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033396855,0.00017525048,0.00034524663,0.00006925001,0.000056085486,0.0000125838615,0.00036075478,0.0001037404,0.022642732],"category_scores_gemma":[0.00001083494,0.00013564709,0.00006804438,0.00021444302,0.00008420703,0.00016238088,0.000217581,0.00013575422,0.000030995816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016273756,0.00014588113,0.96424687,0.000036289686,0.000052220534,0.000020442618,0.017029086,0.004260086,0.0073172012,0.00009161505,0.00027721532,0.0048957327],"study_design_scores_gemma":[0.0014561493,0.00024825602,0.732714,0.0002472215,0.000059896985,0.000003948725,0.00188613,0.0005737549,0.004000202,0.00003519545,0.25852135,0.00025387094],"about_ca_topic_score_codex":0.1377128,"about_ca_topic_score_gemma":0.99980855,"teacher_disagreement_score":0.8620957,"about_ca_system_score_codex":0.0003560355,"about_ca_system_score_gemma":0.0000857665,"threshold_uncertainty_score":0.9782507},"labels":[],"label_agreement":null},{"id":"W7009353452","doi":"","title":"The doubled-edged sword of self-regulation: Developmental, temperamental, and contextual considerations","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Shyness; Inhibitory control; Interpersonal communication; Temperament; Behavioral inhibition; Control (management); Interpersonal relationship","score_opus":0.022613645657344437,"score_gpt":0.24638414823659718,"score_spread":0.22377050257925274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009353452","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18432727,0.00058366184,0.000011101933,0.0007672052,0.0033934095,0.0008690162,0.0000697016,0.00020183569,0.8097768],"genre_scores_gemma":[0.18144363,0.00027044822,0.00016065355,0.00011175099,0.00013104954,0.0000046791642,0.00033336206,0.000036088728,0.81750834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868196,0.00009642976,0.00034152615,0.00038945564,0.00023788656,0.00025275766],"domain_scores_gemma":[0.9992652,0.00017027918,0.00022216901,0.00012895957,0.00012144426,0.00009198173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010464798,0.0002663877,0.00027813204,0.00011850026,0.0006832385,0.000081105565,0.00016839922,0.00022525183,0.029217541],"category_scores_gemma":[0.000009084328,0.0002394182,0.00010683761,0.000301386,0.0001111326,0.00008491927,0.00005848497,0.0002296491,0.00017896725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020278825,0.0010629888,0.015150544,0.0007149348,0.0042807567,0.00016951721,0.05251154,0.000008264602,0.0009214496,0.24736276,0.19298214,0.48280722],"study_design_scores_gemma":[0.002855459,0.000085825886,0.2150452,0.00049695186,0.00020306042,0.000018107115,0.064043894,0.0000042347065,0.00017461636,0.001476143,0.7149739,0.0006225665],"about_ca_topic_score_codex":0.00008734992,"about_ca_topic_score_gemma":0.0012184073,"teacher_disagreement_score":0.5219918,"about_ca_system_score_codex":0.00010931687,"about_ca_system_score_gemma":0.0001858703,"threshold_uncertainty_score":0.9763191},"labels":[],"label_agreement":null},{"id":"W7009368639","doi":"","title":"Econometric Analyses of Cardiac Arrest in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resuscitation; False positive paradox; Logistic regression; Odds; Cardiopulmonary resuscitation; Population; Odds ratio; Information bias","score_opus":0.047775873502274545,"score_gpt":0.26946296994549024,"score_spread":0.2216870964432157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009368639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.491547,0.0008301686,7.7146815e-8,0.000026375968,0.0005830228,0.00027976785,0.000058888734,0.00000749795,0.5066672],"genre_scores_gemma":[0.36875632,0.00015635087,0.0000430654,0.000048805985,0.00002368179,0.000005332623,0.0014016372,0.000029278437,0.6295355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988384,0.000052047784,0.00025105846,0.000366869,0.0002820855,0.00020951389],"domain_scores_gemma":[0.9992847,0.0000791554,0.0002100763,0.0002605883,0.000054475793,0.000111040245],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038647537,0.00023988212,0.0007062577,0.0005971249,0.00004705011,0.000007659589,0.0001486572,0.00011141087,0.24074936],"category_scores_gemma":[0.0000111822765,0.00026261687,0.00022970629,0.000962284,0.000013611988,0.000049238846,0.00004174633,0.00031436706,0.0000048184056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000640908,0.00067365286,0.8984608,0.0003812353,0.0020691871,0.0010775416,0.00080217933,0.00024281476,0.000062941166,0.00012446969,0.0070561646,0.08840809],"study_design_scores_gemma":[0.00090760173,0.00015245267,0.52338284,0.0001218441,0.0008180122,7.2774253e-7,0.0057168244,0.0000038055903,0.0006311189,0.000002661793,0.46805403,0.00020805355],"about_ca_topic_score_codex":0.9867326,"about_ca_topic_score_gemma":0.99787474,"teacher_disagreement_score":0.46099788,"about_ca_system_score_codex":0.0028427658,"about_ca_system_score_gemma":0.0019596857,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W7009377964","doi":"","title":"The effects of sub-lethal antibiotics on bacterial physiology","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Keio University","keywords":"Antibiotics; Biofilm; Bacteria; Peptidoglycan; Pseudomonas aeruginosa; Escherichia coli","score_opus":0.005440875048880945,"score_gpt":0.19689080884984822,"score_spread":0.19144993380096728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009377964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732944,0.000060246366,0.0000011466938,0.000016826967,0.0029682538,0.00021732078,0.00003114821,0.000019320647,0.023391332],"genre_scores_gemma":[0.6676945,0.0007120061,0.000040593022,0.00003602608,0.00076450425,2.3007479e-7,0.0015321303,0.00009056806,0.3291294],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998912,0.0001258721,0.00016950708,0.0003934672,0.00010976782,0.00028941815],"domain_scores_gemma":[0.999239,0.00007406541,0.00022516299,0.00032726568,0.00008004504,0.00005443445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004805416,0.0002662835,0.00026979335,0.000055539607,0.00015574782,0.000026458147,0.00029361164,0.00049533125,0.00027717053],"category_scores_gemma":[0.00005596092,0.00023009442,0.00018635792,0.00015245222,0.00009491208,0.000003178418,0.00010064625,0.00017640575,0.000024765968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010787828,0.000029853325,0.000018173094,0.00016539321,0.00014951927,0.00001983483,0.000042841497,0.0000019566671,0.9489777,0.00011730695,0.00097456295,0.048424058],"study_design_scores_gemma":[0.0006311733,0.000559198,0.0036144373,0.00014840606,0.000086982625,0.0000015640312,0.00045074092,0.0000018350075,0.87596667,0.000006460827,0.118271865,0.00026068935],"about_ca_topic_score_codex":0.000035894795,"about_ca_topic_score_gemma":0.00037161788,"teacher_disagreement_score":0.30573806,"about_ca_system_score_codex":0.000019513182,"about_ca_system_score_gemma":0.00006626898,"threshold_uncertainty_score":0.9382978},"labels":[],"label_agreement":null},{"id":"W7009399836","doi":"","title":"Dialogue Summary: L’intégration des infirmières cliniciennes spécialisées et des infirmières praticiennes dans les milieux de soins actifs au Canada","year":2011,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Context (archaeology); Government (linguistics); Population; Public policy; Agency (philosophy)","score_opus":0.03729692840576453,"score_gpt":0.24338017455240898,"score_spread":0.20608324614664444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009399836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21790111,0.0008558487,0.0019621511,0.00015473978,0.0014140147,0.0014086642,0.0023004536,0.00046432985,0.7735387],"genre_scores_gemma":[0.17984854,0.0009842751,0.004704561,0.00021539426,0.0012760356,0.000018336079,0.00055122963,0.0011781787,0.81122345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99023503,0.0025938677,0.001257091,0.0020566606,0.001013223,0.0028441104],"domain_scores_gemma":[0.9937781,0.001279206,0.001653157,0.0013865192,0.0007103028,0.0011927275],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00088262657,0.0022751354,0.0018541866,0.0011346202,0.0019774947,0.00043462135,0.002504271,0.0015804607,0.12375705],"category_scores_gemma":[0.0009186875,0.0025525433,0.00069075084,0.0023970264,0.0047558164,0.0018006668,0.0012283204,0.0014096292,0.0008371654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015540153,0.0016066144,0.6868328,0.002260813,0.002481422,0.001716142,0.037316937,0.0031771353,0.004297087,0.050311174,0.03358791,0.17485799],"study_design_scores_gemma":[0.0019661759,0.00049683335,0.10862097,0.0019330718,0.0014555479,0.000076062985,0.02127415,0.00035479415,0.0016424444,0.00037627012,0.8593326,0.0024710447],"about_ca_topic_score_codex":0.97496563,"about_ca_topic_score_gemma":0.9997839,"teacher_disagreement_score":0.82574475,"about_ca_system_score_codex":0.007582529,"about_ca_system_score_gemma":0.0118260225,"threshold_uncertainty_score":0.9999408},"labels":[],"label_agreement":null},{"id":"W7009402384","doi":"","title":"The Effect of Consumer Attitudinal Disposition in Online Review Knowledge Transfer","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ambivalence; Extant taxon; Ambiguity; Disposition; Attitude; Empirical research; Process (computing); Relevance (law); Service (business)","score_opus":0.0158837771965405,"score_gpt":0.2837573130031412,"score_spread":0.2678735358066007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009402384","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08598599,0.007319831,0.0000014575448,0.00019892147,0.0011111079,0.0008072597,0.000049722286,0.00007657868,0.9044491],"genre_scores_gemma":[0.09266224,0.022982847,0.0000035845835,0.000016028493,0.00014321753,0.0000060397565,0.00027926706,0.000035895544,0.8838709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981702,0.00079406076,0.00023119945,0.00023610491,0.00029037995,0.0002780671],"domain_scores_gemma":[0.99873644,0.0008797308,0.00009318557,0.000116814954,0.000097475895,0.000076349104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007133588,0.0001819563,0.00039750806,0.000093266746,0.0002864197,0.00003559389,0.0003658967,0.00021299359,0.0017449125],"category_scores_gemma":[0.00028963079,0.00015638223,0.00019855087,0.00092225336,0.00020728663,0.00011524815,0.000023351144,0.0002847005,0.000046875502],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038567066,0.000066548906,0.003551294,0.0022763181,0.00009467727,0.00003515486,0.004984802,4.7322678e-7,0.000008397452,0.0015673159,0.0018363771,0.98519295],"study_design_scores_gemma":[0.000929041,0.00020198093,0.010648649,0.010646631,0.00042925688,2.2980306e-7,0.017795945,0.0000027365622,0.000032359312,0.000065114284,0.9588376,0.00041044928],"about_ca_topic_score_codex":0.00085376773,"about_ca_topic_score_gemma":0.07292359,"teacher_disagreement_score":0.9847825,"about_ca_system_score_codex":0.0001619899,"about_ca_system_score_gemma":0.00018057373,"threshold_uncertainty_score":0.9991676},"labels":[],"label_agreement":null},{"id":"W7009504426","doi":"","title":"Enhancing Patient Transitions from Treatment in a Regional Cancer Centre to Survivorship in the Community","year":2011,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Methodologies in Health Research and Practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Survivorship curve; Cancer survivorship; Cancer; Cancer treatment; Cancer survivor; Stakeholder","score_opus":0.3216420950918912,"score_gpt":0.4300640786593692,"score_spread":0.10842198356747801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009504426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034836852,0.00056176767,0.0002871667,0.0047524734,0.000605062,0.0025489882,0.000519459,0.000072237286,0.98716915],"genre_scores_gemma":[0.00092231866,0.0011910757,0.0027379605,0.0023447531,0.00020154285,0.00008204456,0.000106114705,0.00012616531,0.99228805],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9813408,0.016979422,0.0003453643,0.00035452642,0.00026182522,0.0007180245],"domain_scores_gemma":[0.9943496,0.004532367,0.0002333804,0.00063261203,0.00004820641,0.00020382946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010584899,0.00028897004,0.00045130422,0.00037701838,0.00042209768,0.000009326067,0.00063882646,0.0004607075,0.26332676],"category_scores_gemma":[0.00020661272,0.0002309328,0.000079267644,0.00070005056,0.00006341611,0.00007746487,0.00017863452,0.0019884608,0.00030333712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030738364,0.0013329032,0.03736798,0.0011238806,0.00027224966,0.0006080224,0.2941285,0.000028368346,0.000027749844,0.0012391163,0.26314923,0.39764813],"study_design_scores_gemma":[0.0008493251,0.00014278857,0.0022401193,0.0010712614,0.00003131813,3.5758788e-7,0.06615096,0.0000028330703,0.0000034666543,0.00012871165,0.92918503,0.00019384293],"about_ca_topic_score_codex":0.55524045,"about_ca_topic_score_gemma":0.9085701,"teacher_disagreement_score":0.6660358,"about_ca_system_score_codex":0.0011534543,"about_ca_system_score_gemma":0.0005897754,"threshold_uncertainty_score":0.9417166},"labels":[],"label_agreement":null},{"id":"W7009548951","doi":"","title":"Energy Harvesting Potential of a Micro-Thermal Network Using a Nodal Approach to Reduce GHG Emissions in Mixed Electrical Grids","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation; Siemens Canada; McMaster University","keywords":"Greenhouse gas; Electricity; Flexibility (engineering); Electricity generation; Work (physics); Distributed generation; Waste heat; Grid; Thermal energy","score_opus":0.0104152560358006,"score_gpt":0.1905701389496787,"score_spread":0.1801548829138781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009548951","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51207614,0.00026600916,0.07066131,0.000007465003,0.003005168,0.0007150176,0.00005022093,0.0008395715,0.41237912],"genre_scores_gemma":[0.46895593,0.000040744235,0.03147619,0.000014819139,0.0007551878,0.000013808833,0.0014414474,0.0005233122,0.49677858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980923,0.00015039397,0.00047337447,0.0004642913,0.00024992955,0.0005697037],"domain_scores_gemma":[0.9992831,0.000035518555,0.00016148521,0.00023146936,0.00013809367,0.00015036573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001053144,0.0004248267,0.00054059114,0.0006368715,0.000102053076,0.00004852693,0.0003920475,0.0005912184,0.00047885277],"category_scores_gemma":[0.000020385683,0.00052356144,0.00015645422,0.0025657117,0.000018569906,0.00016020484,0.000060860417,0.0004528315,0.000006782905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014267766,0.000036845187,0.000056497945,0.00016257765,0.00011799661,0.000059051716,0.000370193,0.9254007,0.05158632,0.00017804377,0.00028940904,0.021599691],"study_design_scores_gemma":[0.0012309339,0.00009254169,0.0010140978,0.0016141414,0.0002598213,0.000023840037,0.003230331,0.9739856,0.010133024,0.000011826941,0.00716978,0.0012340298],"about_ca_topic_score_codex":0.0016091159,"about_ca_topic_score_gemma":0.0008956499,"teacher_disagreement_score":0.08439946,"about_ca_system_score_codex":0.00046492464,"about_ca_system_score_gemma":0.00015426421,"threshold_uncertainty_score":0.9997216},"labels":[],"label_agreement":null},{"id":"W7009583395","doi":"","title":"English and Cultural Studies Graduate Program Handbook, 2020-2021","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Cultural studies; Graduate students; Curriculum; Doctoral studies","score_opus":0.03641795164018248,"score_gpt":0.2450901252491767,"score_spread":0.2086721736089942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009583395","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059593298,0.0066990275,0.0000100184825,0.00012521805,0.00057849823,0.0012485491,0.00035046804,0.0014839495,0.9894447],"genre_scores_gemma":[0.00007447642,0.0024189742,0.0024708412,0.00007231685,0.0009576871,0.0000071147874,0.00012510804,0.0008928281,0.99298066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703604,0.00026399162,0.00025035336,0.0012451439,0.00051146373,0.00069301546],"domain_scores_gemma":[0.9985068,0.00004841623,0.0003865835,0.00043268193,0.00021892341,0.00040658252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007366174,0.0009313183,0.0010453232,0.00034144268,0.00018647712,0.0002124536,0.00060866907,0.00041109257,0.09216116],"category_scores_gemma":[0.00007789933,0.00091690576,0.00024707473,0.0013843696,0.00068105676,0.00030382923,0.0009447591,0.0006929103,0.0018623419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012688412,0.000087953864,0.0002519181,0.0003681891,0.0014288359,0.00084619544,0.0026247075,0.0000012007904,0.000043276068,0.0002698783,0.80785936,0.18609159],"study_design_scores_gemma":[0.0019077309,0.0002219139,0.00003354293,0.0007851822,0.00065401464,0.0000106308535,0.009127838,0.000018215553,0.00004097354,0.00001598731,0.9861881,0.0009958525],"about_ca_topic_score_codex":0.00011760687,"about_ca_topic_score_gemma":0.0010251709,"teacher_disagreement_score":0.18509573,"about_ca_system_score_codex":0.00024171227,"about_ca_system_score_gemma":0.000075204785,"threshold_uncertainty_score":0.99932814},"labels":[],"label_agreement":null},{"id":"W7009624200","doi":"","title":"The Epidemiology of Stress and Obesity over the Life Course","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obesity; Life course approach; Epidemiology; Socioeconomic status; Longitudinal study; Multinomial logistic regression; Logistic regression; Cohort study; Disease","score_opus":0.023059924471836205,"score_gpt":0.22286706687839075,"score_spread":0.19980714240655456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009624200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759044,0.0007523971,0.0000017624623,0.00043878192,0.00026254804,0.000237165,0.0002055642,0.000030406372,0.022166988],"genre_scores_gemma":[0.9240342,0.00036909396,0.000002613701,0.000060911083,0.000117928284,0.0000019759832,0.0004248887,7.436647e-7,0.07498764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999093,0.00021764002,0.00016512022,0.00022971485,0.0000923104,0.00020218933],"domain_scores_gemma":[0.9986482,0.00091140927,0.00023866621,0.00007252192,0.00006112543,0.000068078596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021087022,0.00014424279,0.00021062788,0.000006577231,0.00042050175,0.000018715764,0.00033097333,0.00018888334,0.0035932052],"category_scores_gemma":[0.000080663776,0.0000495096,0.000108607615,0.00025752705,0.00013073618,0.000053665764,0.000089883724,0.00018535415,0.000010861551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002403715,0.00005303278,0.2653232,0.000050932696,0.00012391226,0.000006696557,0.00013422615,0.000006856717,0.00003066864,0.004146035,0.001296669,0.7285874],"study_design_scores_gemma":[0.000095799805,0.000057947786,0.83146316,0.00004863637,0.00009622493,3.410951e-7,0.005875888,0.000023097822,0.000024799061,0.00020470451,0.16200252,0.000106878404],"about_ca_topic_score_codex":0.0012467621,"about_ca_topic_score_gemma":0.044850644,"teacher_disagreement_score":0.7284805,"about_ca_system_score_codex":0.000016526868,"about_ca_system_score_gemma":0.000023645029,"threshold_uncertainty_score":0.9973177},"labels":[],"label_agreement":null},{"id":"W7009661613","doi":"","title":"A feasibility trial comparing acupressure wristbands plus usual care versus placebo plus usual care in ambulatory surgery patients at risk for post-discharge nausea and vomiting","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Acupressure; Randomized controlled trial; Ambulatory; Placebo; Nausea; Postoperative nausea and vomiting; Outpatient surgery","score_opus":0.031080109589626884,"score_gpt":0.27105552124053856,"score_spread":0.23997541165091169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009661613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94874054,0.0007074644,0.000013581229,0.000011670557,0.0014899621,0.0039886106,0.0005919639,0.00011445626,0.04434177],"genre_scores_gemma":[0.9276124,0.000062434105,0.00010040394,0.000030296995,0.00024556968,0.000029476403,0.0058894074,0.0000795324,0.065950446],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99676037,0.00024623988,0.0006231986,0.0011783068,0.0005171538,0.00067473925],"domain_scores_gemma":[0.997636,0.00060587435,0.0005498641,0.00046774148,0.00048966333,0.00025086256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027002773,0.0006746553,0.0013717364,0.00054350164,0.00047551768,0.00008972853,0.00026400937,0.0005977093,0.0007521085],"category_scores_gemma":[0.00026292042,0.0007585945,0.0005193788,0.00043797636,0.00006612392,0.00021674143,0.0003556827,0.00071110966,0.000004237565],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5025266,0.00024281893,0.4476919,0.008857086,0.0009800143,0.00012329649,0.009358428,0.00011501654,0.000011110133,0.000044843022,0.001036907,0.029012028],"study_design_scores_gemma":[0.5767191,0.0024485912,0.23107319,0.0045223907,0.0064964993,0.0000020263196,0.117189474,0.0012964079,0.00025735525,0.0000049406544,0.057700038,0.0022899802],"about_ca_topic_score_codex":0.0006696266,"about_ca_topic_score_gemma":0.013119497,"teacher_disagreement_score":0.2166187,"about_ca_system_score_codex":0.0023836198,"about_ca_system_score_gemma":0.00065617444,"threshold_uncertainty_score":0.9994865},"labels":[],"label_agreement":null},{"id":"W7009664577","doi":"","title":"Exploring the Socio-Ecological Influences on Family Physicians' and Residents' Commitment to Rural Maternity Care: A Scoping Review","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maternity care; Thematic analysis; Interpersonal communication; Work (physics); Rural health; Schedule; Primary care; Public health","score_opus":0.07930858360713391,"score_gpt":0.37550106122689914,"score_spread":0.2961924776197652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009664577","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79080296,0.014875591,0.0000013545747,0.0017145455,0.0023942683,0.0047386424,0.000055227203,0.0002366126,0.18518081],"genre_scores_gemma":[0.18887231,0.069338106,0.0002335353,0.021899184,0.0010734433,0.00059453805,0.00044614697,0.00022908159,0.71731365],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99700105,0.0007826511,0.00050189457,0.00057160703,0.00045603586,0.00068674603],"domain_scores_gemma":[0.9985939,0.0003781847,0.00028748438,0.00037818434,0.00016820407,0.00019401826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026545225,0.0004352687,0.0006702121,0.00011796152,0.0012531519,0.00005421893,0.0005409579,0.00025788162,0.004326811],"category_scores_gemma":[0.000045464778,0.00034181538,0.00013111591,0.0005388143,0.000066579014,0.00020982319,0.0003500343,0.0011509847,0.00075573224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014507209,0.00017471085,0.018255496,0.17313664,0.0004453581,0.00048159095,0.09681402,0.00007834147,0.000055751123,0.0037123694,0.033678673,0.67171633],"study_design_scores_gemma":[0.0005662838,0.00039812943,0.05789594,0.44122148,0.00043202378,7.885883e-7,0.34511238,0.000002492169,0.000014501543,0.000097239885,0.15358572,0.0006730148],"about_ca_topic_score_codex":0.0016614747,"about_ca_topic_score_gemma":0.004217146,"teacher_disagreement_score":0.67104334,"about_ca_system_score_codex":0.000805789,"about_ca_system_score_gemma":0.00025437237,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W7009675234","doi":"","title":"Estimation of Wordlengths for Fixed-Point Implementations using Polynomial Chaos Expansions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Digital signal processing; Quantization (signal processing); Signal processing; Implementation; Software-defined radio; Noise (video); Field-programmable gate array; Baseband; Floating point","score_opus":0.02905676109256875,"score_gpt":0.30116271517130616,"score_spread":0.2721059540787374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009675234","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44921035,0.00027241817,0.17717,0.00069319137,0.0027588673,0.015890501,0.001430848,0.0025149821,0.35005885],"genre_scores_gemma":[0.1839049,0.00023848229,0.062605254,0.00012615505,0.0004782086,0.000056616365,0.006704075,0.00025972506,0.74562657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985367,0.000053546148,0.00040865637,0.00041063124,0.0002815255,0.00030890957],"domain_scores_gemma":[0.9988358,0.00016013188,0.00042535935,0.00031282433,0.00016405404,0.00010181193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016611895,0.00028326272,0.00047318308,0.00078889605,0.00015976743,0.000018959281,0.00020847237,0.00024871883,0.0054463586],"category_scores_gemma":[0.00009441806,0.00034676012,0.0002727055,0.0007869988,0.000035671947,0.0001839903,0.00007631459,0.00019553401,0.000014128367],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021869408,0.00050616293,0.0029254744,0.0051159384,0.0013195393,0.00013843582,0.003950368,0.0009806927,0.009072138,0.0010425665,0.044858057,0.9279037],"study_design_scores_gemma":[0.039852824,0.0050537363,0.067429945,0.011205626,0.034678716,0.00004525097,0.22612245,0.18143286,0.04045924,0.0025492315,0.3836958,0.007474306],"about_ca_topic_score_codex":0.0002816164,"about_ca_topic_score_gemma":0.00037108007,"teacher_disagreement_score":0.92042935,"about_ca_system_score_codex":0.00032065585,"about_ca_system_score_gemma":0.00024981814,"threshold_uncertainty_score":0.99989843},"labels":[],"label_agreement":null},{"id":"W7009685528","doi":"","title":"Environmental scan of culturally competence mental health services for newcomers and theory of change development","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Deliverable; Competence (human resources); Cultural competence; Theory of change; Organizational change; Development theory","score_opus":0.03977111393043794,"score_gpt":0.24033146833650645,"score_spread":0.2005603544060685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009685528","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16578537,0.029518304,0.00020174141,0.0004776294,0.0023767916,0.010673415,0.022595657,0.00046228888,0.7679088],"genre_scores_gemma":[0.29296473,0.004161249,0.008702763,0.00019457197,0.00021859085,0.000024600418,0.0028235333,0.00051356276,0.69039637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731034,0.00013823377,0.00056477636,0.0007318737,0.0007808967,0.00047390288],"domain_scores_gemma":[0.9984176,0.000052339223,0.0009404591,0.0002821393,0.00007978322,0.00022763926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046843765,0.0005539125,0.00092483487,0.00047462454,0.00014544722,0.000028893162,0.00053678773,0.0002192656,0.0053192093],"category_scores_gemma":[0.0000020264984,0.00055711507,0.00022152868,0.00038525433,0.00037320852,0.0002896481,0.0006946024,0.00024040032,0.000036487556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010834265,0.00040846842,0.0070064226,0.01993239,0.0025373402,0.000074723685,0.027653217,0.000009557435,0.004192815,0.0018093031,0.0017931263,0.9334992],"study_design_scores_gemma":[0.0011740124,0.00029663584,0.0048209154,0.0026620016,0.00030171248,0.00003942636,0.020287964,0.00002284061,0.00086104136,0.000033796798,0.96889603,0.00060360366],"about_ca_topic_score_codex":0.00043037103,"about_ca_topic_score_gemma":0.0009417839,"teacher_disagreement_score":0.96710294,"about_ca_system_score_codex":0.0016269021,"about_ca_system_score_gemma":0.00068349217,"threshold_uncertainty_score":0.999688},"labels":[],"label_agreement":null},{"id":"W7009709935","doi":"","title":"Food insecurity in Nunavut worsened following the introduction of Nutrition North Canada","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Triacetin; Proteogenomics; Fusible alloy","score_opus":0.01578933240084983,"score_gpt":0.19503310574033378,"score_spread":0.17924377333948394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009709935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44074404,0.0013413263,0.000016534654,0.000585658,0.0045193797,0.0025098755,0.0021694973,0.00019892752,0.54791474],"genre_scores_gemma":[0.78566855,0.00032924465,0.00010161322,0.00004472051,0.0010931026,0.000022360557,0.0018371051,0.00027397033,0.21062934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99514735,0.0007128871,0.0006592892,0.00092222384,0.0019388571,0.0006194166],"domain_scores_gemma":[0.99762636,0.00012471656,0.00091396784,0.0008753574,0.0003329859,0.00012658475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006183162,0.0005658971,0.00088221283,0.00082595815,0.0003260804,0.000038920407,0.0010144357,0.00026837268,0.03388289],"category_scores_gemma":[0.00014974056,0.000609013,0.00037458836,0.0043946547,0.00012180829,0.00035736625,0.00063807896,0.0014173426,0.0000134639995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042270236,0.004478941,0.3191385,0.0054563205,0.0060223388,0.006065769,0.0048469454,0.009300514,0.00059112237,0.0019483174,0.47357833,0.16434588],"study_design_scores_gemma":[0.0014671433,0.00019013575,0.008409571,0.00015111711,0.000378063,0.000031860174,0.003439874,0.000020546504,0.000079663536,0.000031010222,0.98523176,0.00056925224],"about_ca_topic_score_codex":0.45716769,"about_ca_topic_score_gemma":0.9873009,"teacher_disagreement_score":0.5301332,"about_ca_system_score_codex":0.007825768,"about_ca_system_score_gemma":0.004569929,"threshold_uncertainty_score":0.9996361},"labels":[],"label_agreement":null},{"id":"W7009724527","doi":"","title":"Exploring Clients’ Expectations of the Physical and Procedural Aspects of Sex Workers’ Services and the Resulting Impact on Sex Workers","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sex work; Thematic analysis; Work (physics); Sex workers; Order (exchange); Qualitative research","score_opus":0.02258321901029611,"score_gpt":0.26288114598078577,"score_spread":0.24029792697048966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009724527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7576639,0.00020869897,1.4134903e-7,0.00012858909,0.00016927015,0.00031268815,0.000004622139,0.000020038347,0.24149203],"genre_scores_gemma":[0.929643,0.00014610188,0.000009290373,0.000010448234,0.000067104964,0.0000032585544,0.00001390797,0.000016138038,0.07009076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985536,0.0003519416,0.00017015764,0.00029091557,0.00041106908,0.00022233913],"domain_scores_gemma":[0.9990268,0.00032967262,0.00035356183,0.000166753,0.00006154629,0.00006168845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016486106,0.00019582755,0.00030634258,0.00009968345,0.0008349732,0.000054362325,0.0003821327,0.000106536856,0.0007786659],"category_scores_gemma":[0.000028708082,0.00012918495,0.00015184205,0.0008179921,0.0003211184,0.00019891158,0.00010934752,0.000386525,9.0434077e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094457995,0.00009536008,0.02278518,0.0001813415,0.00039837888,0.0000070867873,0.92984384,0.00050346967,0.00003943693,0.0019089624,0.000049146896,0.043243237],"study_design_scores_gemma":[0.00081645465,0.000058090453,0.0115768835,0.00043350717,0.00017283978,4.124191e-7,0.9826968,0.00008303329,0.00016723729,0.00016688548,0.0036701362,0.00015775146],"about_ca_topic_score_codex":0.0023536305,"about_ca_topic_score_gemma":0.0010775856,"teacher_disagreement_score":0.17197907,"about_ca_system_score_codex":0.000090525944,"about_ca_system_score_gemma":0.00012108499,"threshold_uncertainty_score":0.85258454},"labels":[],"label_agreement":null},{"id":"W7009727495","doi":"","title":"Essays in Quantitative Macroeconomics","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Wage; Sorting; Entrepreneurship; Quantitative analysis (chemistry); Panel data; Value (mathematics); Survey data collection","score_opus":0.02073970544745075,"score_gpt":0.22091383054441316,"score_spread":0.20017412509696242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009727495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09424849,0.0012983532,0.00015323331,0.00011888518,0.0014345445,0.00026011118,0.00068280793,0.00006343005,0.90174013],"genre_scores_gemma":[0.13549949,0.000614319,0.00048484898,0.00008380657,0.00007085217,0.0000059458753,0.0005136029,0.00010046575,0.8626267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798846,0.00004077696,0.00064262416,0.00087853527,0.00004457243,0.0004050073],"domain_scores_gemma":[0.99904513,0.00006899755,0.00041061468,0.0003378168,0.000041372987,0.000096048774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035617585,0.0003849548,0.0007259219,0.0006753392,0.00006763766,0.00016065851,0.0004989031,0.0004386764,0.04934317],"category_scores_gemma":[0.00003166492,0.0005247987,0.00024881298,0.0007068454,0.000043561442,0.00029532655,0.00010571885,0.00060520554,0.0012896883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017280589,0.000072626135,0.00538802,0.0003795272,0.00015795382,0.00020451695,0.0016284693,0.00008682073,0.0000034712862,0.97938645,0.00032967245,0.012189697],"study_design_scores_gemma":[0.001088427,0.00008991509,0.0054259766,0.00029889116,0.00005435568,0.0000020716761,0.004604784,0.0035576995,0.0000118753605,0.25187576,0.7317979,0.0011924064],"about_ca_topic_score_codex":0.0010415368,"about_ca_topic_score_gemma":0.00911568,"teacher_disagreement_score":0.7314682,"about_ca_system_score_codex":0.00056297996,"about_ca_system_score_gemma":0.00007479953,"threshold_uncertainty_score":0.99972034},"labels":[],"label_agreement":null},{"id":"W7009760287","doi":"","title":"Essays on Return Predictability and Asset Pricing","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stochastic discount factor; Hedge fund; Capital asset pricing model; Predictability; Stock market; Stock (firearms); Expected return; Investment theory; Leverage (statistics)","score_opus":0.017701160842524353,"score_gpt":0.19147303149036377,"score_spread":0.17377187064783942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009760287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04331552,0.00055027235,0.00005143047,0.000101453974,0.00066036324,0.00029195807,0.00023934194,0.00005736473,0.9547323],"genre_scores_gemma":[0.10039299,0.00062708167,0.00016387562,0.00015995718,0.00008182237,0.0000044527164,0.00026594524,0.000029736371,0.8982741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986269,0.000032478238,0.0003402712,0.0006779331,0.000050997554,0.0002714194],"domain_scores_gemma":[0.9992053,0.00006059216,0.00033045138,0.00029280645,0.000036514313,0.00007434045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018206715,0.000304798,0.00050636707,0.0003047167,0.00018806546,0.00011227128,0.00026324278,0.0003531963,0.01680092],"category_scores_gemma":[0.00005662447,0.00037479575,0.0001186784,0.0003477337,0.000048037768,0.00025983618,0.00006683443,0.00035724993,0.00004323693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047891057,0.00016892194,0.02847922,0.0012239865,0.00019227463,0.000056931596,0.00077494705,0.000016180775,0.000007729429,0.9014788,0.0067199576,0.06040211],"study_design_scores_gemma":[0.001084509,0.00028526885,0.07629512,0.00049216836,0.000075173324,0.000001007151,0.0018041293,0.00039147225,0.000055888762,0.032095544,0.8866298,0.000789893],"about_ca_topic_score_codex":0.00030516408,"about_ca_topic_score_gemma":0.00053129875,"teacher_disagreement_score":0.8799099,"about_ca_system_score_codex":0.00018555482,"about_ca_system_score_gemma":0.000065412314,"threshold_uncertainty_score":0.9998704},"labels":[],"label_agreement":null},{"id":"W7009777646","doi":"","title":"Experiences and Trajectories of Former Youth in Care","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Qualitative research; Welfare; Welfare system; Public policy; Foster care; Poison control; Suicide prevention","score_opus":0.012975646023300355,"score_gpt":0.23159984080051027,"score_spread":0.2186241947772099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009777646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5705716,0.0005840148,0.0000017027517,0.000012269933,0.00019679448,0.000091442045,0.000009602137,0.000010290037,0.42852232],"genre_scores_gemma":[0.8743946,0.00034773737,0.00003463052,0.000005886854,0.00005348326,6.247801e-7,0.00012669772,0.0000075749563,0.12502876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992365,0.000078156816,0.00011447245,0.00022338807,0.00019201322,0.00015541722],"domain_scores_gemma":[0.9996719,0.00002180827,0.00009866236,0.00006930351,0.000089480534,0.00004886681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042833868,0.0001168538,0.00020322997,0.00010822555,0.0001552407,0.000035073863,0.0001372209,0.00019055842,0.009339025],"category_scores_gemma":[0.0000140847405,0.00013441977,0.00006184812,0.00041160965,0.00010041614,0.0002203322,0.00002139052,0.00011396231,8.6728346e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061957464,0.00002217645,0.008390356,0.00015853206,0.00001637806,0.000019312534,0.8666531,0.0000019591773,0.00001940344,0.0021359213,0.000013728562,0.12250717],"study_design_scores_gemma":[0.00021971787,0.000021801758,0.0038037274,0.00017226711,0.000041155206,7.2159224e-8,0.96073633,2.9264558e-7,0.000249781,0.00001942946,0.034594428,0.00014098817],"about_ca_topic_score_codex":0.0037853157,"about_ca_topic_score_gemma":0.08993323,"teacher_disagreement_score":0.30382302,"about_ca_system_score_codex":0.000078882564,"about_ca_system_score_gemma":0.00017445942,"threshold_uncertainty_score":0.9915666},"labels":[],"label_agreement":null},{"id":"W7009795572","doi":"","title":"Exploring The Experiences of Violence against Women living with HIV in the Context of HIV Non-Disclosure Criminalization in Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Criminalization; Government (linguistics); Population; Human immunodeficiency virus (HIV); Sexual abuse; Poison control","score_opus":0.032556361795108464,"score_gpt":0.23489182763645508,"score_spread":0.20233546584134662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009795572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110438,0.000067661,0.000037475747,0.0001420167,0.00014794085,0.00028082193,0.0000052314826,0.0000061815244,0.088268824],"genre_scores_gemma":[0.99323416,0.00030364792,0.000012715285,0.00006568486,0.000026135878,0.000015386948,0.000014767075,0.000008323345,0.006319163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863845,0.0002535924,0.00022602132,0.00021262602,0.00045990795,0.00020937168],"domain_scores_gemma":[0.9992161,0.00023944932,0.0002716027,0.000107002386,0.0001315137,0.00003434031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018644675,0.00014921023,0.00027342763,0.000088087494,0.00020342074,0.000023225792,0.0005099406,0.000047412173,0.00075309613],"category_scores_gemma":[0.000061723666,0.000106619504,0.000027467859,0.0011298156,0.0001297496,0.00026034683,0.0000379111,0.0001617508,6.0604674e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074126685,0.000023680062,0.03722204,0.00009314278,0.000025065001,0.0000119659335,0.9452971,0.00028709564,0.0000060982675,0.00035280536,0.000055530687,0.01655135],"study_design_scores_gemma":[0.00017937088,0.000027062284,0.013341381,0.000563151,0.000016747075,5.141337e-8,0.9810005,0.00009636991,0.000046078272,0.0000029914445,0.0046046814,0.00012162565],"about_ca_topic_score_codex":0.25409597,"about_ca_topic_score_gemma":0.93082136,"teacher_disagreement_score":0.6767254,"about_ca_system_score_codex":0.0003023241,"about_ca_system_score_gemma":0.00072982896,"threshold_uncertainty_score":0.82458746},"labels":[],"label_agreement":null},{"id":"W7009841306","doi":"","title":"Fluid Dynamic Model of the Molten Salt Reactor Experiment Using Flownex Simulation Environment","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Flow (mathematics); Mathematical model; Molten salt reactor; Fluid dynamics; Residence time (fluid dynamics); Canalisation; Software; Head (geology); Volumetric flow rate","score_opus":0.011065378206006234,"score_gpt":0.19001461354925328,"score_spread":0.17894923534324705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009841306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6543622,0.00096926116,0.012621669,0.000008873374,0.002230264,0.00082077266,0.0001644654,0.00047394665,0.32834858],"genre_scores_gemma":[0.9614245,0.00005738719,0.00039662202,0.0000020604389,0.00004178866,8.0027786e-7,0.00006997172,0.000138117,0.037868705],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915445,0.000010931518,0.0001819673,0.00023444794,0.0002217725,0.00019641609],"domain_scores_gemma":[0.9995741,0.000011391573,0.000056638684,0.00028882246,0.000016722133,0.00005231465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000020756795,0.0002884887,0.00023703958,0.000099754194,0.000039034825,0.000027384145,0.0002469717,0.00017473752,0.001497278],"category_scores_gemma":[0.0000010478855,0.0002788419,0.00016702207,0.0001821155,0.000015143264,0.00012426834,0.00006829249,0.00025937892,0.00001879185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011712279,0.000012294329,0.0000014443948,0.00023909567,0.000105667285,0.000002928068,0.0008009485,0.8361932,0.15529959,0.00017755292,0.000016375538,0.0071391673],"study_design_scores_gemma":[0.00012873238,0.000008737523,0.000019836496,0.00021859584,0.00013966156,2.9389042e-7,0.0005059289,0.98089534,0.0039113606,0.00004464246,0.013859265,0.0002676175],"about_ca_topic_score_codex":0.00002669175,"about_ca_topic_score_gemma":0.000014354683,"teacher_disagreement_score":0.30706236,"about_ca_system_score_codex":0.00048085576,"about_ca_system_score_gemma":0.000025986345,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W7009852446","doi":"","title":"A FRAMEWORK FOR SPATIO-TEMPORAL UNCERTAINTY-AWARE SCHEDULING AND CONTROL OF LINEAR PROJECTS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Resource-Constrained Project Scheduling","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Scheduling (production processes); Linear programming; Workspace; Duration (music); Linear model; Constrained optimization","score_opus":0.05198579701352941,"score_gpt":0.31431182731170954,"score_spread":0.26232603029818014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009852446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18711062,0.0006115783,0.6934029,0.0006482521,0.0015429361,0.0048037576,0.0011090612,0.00023630042,0.11053462],"genre_scores_gemma":[0.76684684,0.00003089986,0.045525815,0.00009414879,0.00038291715,0.00001459302,0.00019663302,0.00010298096,0.1868052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962082,0.00030566717,0.0008416833,0.00111848,0.0010009574,0.00052502315],"domain_scores_gemma":[0.9942064,0.0026796996,0.0013117788,0.0006025922,0.0009838871,0.00021560151],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010392574,0.0005139736,0.0010242304,0.00076840125,0.0003364106,0.00017161595,0.0010453273,0.0007667558,0.009473842],"category_scores_gemma":[0.0019629002,0.00042450847,0.00038887814,0.0009715218,0.00021249733,0.0003810534,0.00011757814,0.0004749418,0.000028990262],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00675502,0.0001420528,0.022455625,0.0008478766,0.0006115996,0.000087236585,0.007630358,0.0010283961,0.0007025975,0.012941824,0.00016923175,0.94662815],"study_design_scores_gemma":[0.028942565,0.0030418255,0.0024157253,0.011023641,0.0021783682,0.00005087863,0.22609892,0.07409984,0.009012378,0.063499495,0.57332575,0.006310629],"about_ca_topic_score_codex":0.000107712396,"about_ca_topic_score_gemma":0.0004540448,"teacher_disagreement_score":0.9403176,"about_ca_system_score_codex":0.00011130633,"about_ca_system_score_gemma":0.0005739465,"threshold_uncertainty_score":0.99982065},"labels":[],"label_agreement":null},{"id":"W7009869448","doi":"","title":"The Evolution of Antibiotic Production in a Spatial Model of Bacterial Competition","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Limiting; Production (economics); Population; Ectotherm","score_opus":0.013266787154845297,"score_gpt":0.22925348054658895,"score_spread":0.21598669339174364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009869448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3443623,0.000099585,0.00043063733,0.00011515015,0.0012938111,0.00058373687,0.00003186247,0.000024560779,0.65305835],"genre_scores_gemma":[0.75275594,0.00011648727,0.000030287882,5.9862816e-7,0.00011775255,4.9780834e-7,0.00008548016,0.0000070191873,0.24688596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987672,0.0003460578,0.0002291922,0.00022120311,0.00027348846,0.00016286397],"domain_scores_gemma":[0.9990017,0.000039290164,0.00047225785,0.00020826417,0.00024954148,0.000028951],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040862325,0.00012167437,0.00020349114,0.00013239153,0.0005575875,0.000028614237,0.0003501731,0.00022484976,0.0021253775],"category_scores_gemma":[0.000104774845,0.00012396935,0.00007915314,0.00020838836,0.0002976634,0.00037050425,0.000020824129,0.00015645724,0.000004764692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050383424,0.00046311205,0.0024768128,0.000510717,0.00010203007,0.000005929372,0.023165248,0.0067010336,0.030755147,0.5618414,0.00015120824,0.36878896],"study_design_scores_gemma":[0.012207602,0.0020323594,0.10890882,0.009373456,0.0020181767,0.0000063463217,0.55078006,0.02597221,0.045630552,0.08133519,0.15681487,0.004920366],"about_ca_topic_score_codex":0.0039699352,"about_ca_topic_score_gemma":0.12573034,"teacher_disagreement_score":0.52761483,"about_ca_system_score_codex":0.00037362945,"about_ca_system_score_gemma":0.00060007465,"threshold_uncertainty_score":0.9987868},"labels":[],"label_agreement":null},{"id":"W7009940953","doi":"","title":"Four Essays in Health Economics","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitation; Payment; Incentive; Referral; Primary care; Health care; Quality (philosophy); Payment system","score_opus":0.03876058996201839,"score_gpt":0.22866364932132924,"score_spread":0.18990305935931084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009940953","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037584049,0.00067972246,0.00020292423,0.0016593914,0.0011124489,0.0005910874,0.00017312681,0.000042818767,0.9917801],"genre_scores_gemma":[0.051675756,0.0017398833,0.00022771816,0.0008107901,0.00008643311,0.0000030471492,0.0002469971,0.000061804145,0.9451476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804324,0.000047878337,0.00065647,0.00068422174,0.00003118424,0.0005369787],"domain_scores_gemma":[0.9987355,0.000030670264,0.00067612354,0.00039042343,0.000018246528,0.00014902929],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033870162,0.00029810276,0.0007341484,0.0007023133,0.00008409459,0.000057325276,0.0004547644,0.00031636117,0.0249252],"category_scores_gemma":[0.000013650347,0.0004464768,0.00016398935,0.00037449336,0.000015974767,0.0002418134,0.00008257832,0.0003964874,0.0014768535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100119185,0.00008213094,0.0037084937,0.001293348,0.0000962608,0.00003124506,0.001543446,0.00038326962,1.6054229e-7,0.8212779,0.001440142,0.17004347],"study_design_scores_gemma":[0.0008159393,0.00007059272,0.0026518223,0.00013971163,0.000005094108,7.148187e-7,0.0017973997,0.00046937604,0.0000013695517,0.005402021,0.9882348,0.00041111468],"about_ca_topic_score_codex":0.012323966,"about_ca_topic_score_gemma":0.019563712,"teacher_disagreement_score":0.9867947,"about_ca_system_score_codex":0.00087689876,"about_ca_system_score_gemma":0.00018628343,"threshold_uncertainty_score":0.9997987},"labels":[],"label_agreement":null},{"id":"W7009964439","doi":"","title":"FORSAKING PAUL BUNYAN: A GENDERED ANALYSIS OF FORESTRY COMPANY SAFETY POLICY ON VANCOUVER ISLAND IN THE MID-TWENTIETH CENTURY","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Work (physics); Order (exchange); Compensation (psychology); Control (management); Process (computing); Occupational safety and health; European union","score_opus":0.014851277771400294,"score_gpt":0.23969645390072888,"score_spread":0.22484517612932858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009964439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008613925,0.00014124105,0.000009907347,0.00013482542,0.000757238,0.00027746413,0.0002333517,0.000015122438,0.9898169],"genre_scores_gemma":[0.2311406,0.0005316038,0.000015025179,0.000101768244,0.00017343064,0.0000011137162,0.00024605187,0.000019099698,0.7677713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982532,0.0002756575,0.00023707948,0.00035051382,0.0005141824,0.00036936317],"domain_scores_gemma":[0.9986831,0.00010039142,0.0004942159,0.00052887213,0.00008755629,0.000105850944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517441,0.00019808814,0.00046887307,0.0024211332,0.001108525,0.00022749153,0.001249125,0.00033878404,0.018151028],"category_scores_gemma":[0.000075495416,0.00022547165,0.00040631098,0.0015370502,0.0002861334,0.00023551652,0.000043899734,0.00037212906,0.0000101594505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025521277,0.00081727025,0.023379881,0.0009177171,0.0056227976,0.00095842336,0.33624938,0.001374378,0.000031050782,0.059066057,0.16992868,0.39910224],"study_design_scores_gemma":[0.00044219248,0.00002077034,0.019507406,0.000110622655,0.0006042023,1.0954349e-7,0.04942659,0.000015764588,0.0000011658095,0.00014103236,0.9295078,0.00022233132],"about_ca_topic_score_codex":0.4662448,"about_ca_topic_score_gemma":0.996711,"teacher_disagreement_score":0.7595791,"about_ca_system_score_codex":0.0012034117,"about_ca_system_score_gemma":0.0013921623,"threshold_uncertainty_score":0.98274654},"labels":[],"label_agreement":null},{"id":"W7010041612","doi":"","title":"Functional Outcomes In Musculoskeletal Oncology","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Soft tissue; Orthopedic surgery; Clinical trial; Disease; Outcome (game theory); Patient care; Salvage therapy; Patient-reported outcome","score_opus":0.023978908174450177,"score_gpt":0.21823791281702426,"score_spread":0.1942590046425741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010041612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016969055,0.0006880944,0.000043011238,0.00020613983,0.0019076321,0.00017366705,0.00011691941,0.000034652065,0.97986084],"genre_scores_gemma":[0.031416744,0.00017344629,0.000047624835,0.00009739196,0.000083793675,0.000007836358,0.00024585778,0.000031618576,0.9678957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870807,0.000037886308,0.00041290108,0.00051139796,0.000043775995,0.00028596196],"domain_scores_gemma":[0.9993579,0.00006607331,0.00035432327,0.00013717714,0.000016242468,0.00006828401],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013612532,0.0002321664,0.0007502664,0.0003333561,0.00024575478,0.000015476158,0.0002745188,0.00028428333,0.33094913],"category_scores_gemma":[0.000029472641,0.00032595106,0.00030708275,0.00032580335,0.000043341977,0.00013546666,0.000099095254,0.00047723125,0.0006976146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004861827,0.0008911013,0.13126439,0.00022626304,0.00090044964,0.0002856525,0.008429249,0.00025131583,0.0000021776718,0.60079527,0.018169591,0.23829837],"study_design_scores_gemma":[0.0007757714,0.000065603985,0.035559155,0.0000043013506,0.000016916354,3.367736e-7,0.005150555,0.00001191709,1.5852586e-7,0.0019611672,0.95613045,0.0003236586],"about_ca_topic_score_codex":0.0016479266,"about_ca_topic_score_gemma":0.0054657576,"teacher_disagreement_score":0.93796086,"about_ca_system_score_codex":0.0021712456,"about_ca_system_score_gemma":0.0000809821,"threshold_uncertainty_score":0.99991924},"labels":[],"label_agreement":null},{"id":"W7010048868","doi":"","title":"Generation of Potential Narratives in Interactive Fiction","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Narrative; Verisimilitude; Interactivity; Plot (graphics); Narrative network; Credibility; Agency (philosophy); Transition (genetics); Content creation; Field (mathematics)","score_opus":0.034961438948804824,"score_gpt":0.26363429896479457,"score_spread":0.22867286001598974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010048868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2917435,0.00014221662,0.16669795,0.0002538212,0.0074749948,0.0010140203,0.000025040628,0.00043528606,0.53221315],"genre_scores_gemma":[0.48435846,0.00007151688,0.0034229534,0.00001633091,0.00016415805,0.0000034958878,0.00016413006,0.000036969177,0.51176196],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986355,0.0001436181,0.00029510973,0.00047647275,0.0002527253,0.00019658472],"domain_scores_gemma":[0.99917686,0.00004480026,0.00030888835,0.0002549542,0.00017342712,0.000041066145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090158486,0.00020634512,0.00025815095,0.0005100401,0.00007384611,0.00006792288,0.00066493166,0.00022074419,0.0031426146],"category_scores_gemma":[0.000022116972,0.0002463273,0.00011234088,0.00097427267,0.000037789116,0.00073981617,0.000116939584,0.00027705482,0.00007006701],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024869895,0.00018502856,0.00036466826,0.00012724864,0.00013438221,0.00022908695,0.04779106,0.005955428,0.022329792,0.008607908,0.0014589784,0.91256773],"study_design_scores_gemma":[0.0017934433,0.001258206,0.015867442,0.0021551447,0.00019415858,0.000017440643,0.31018052,0.29776916,0.2817658,0.008869184,0.07666424,0.0034652865],"about_ca_topic_score_codex":0.00030352286,"about_ca_topic_score_gemma":0.0035104451,"teacher_disagreement_score":0.90910244,"about_ca_system_score_codex":0.00017241295,"about_ca_system_score_gemma":0.000113716764,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W7010136082","doi":"","title":"Health of caregiver-employees in Canada: Determining the value of caregiver-friendly workplace policies and social support","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Work (physics); Health care; Social support; Income Support; Market value; Social policy; Health policy","score_opus":0.019366376024416376,"score_gpt":0.18723582410771789,"score_spread":0.1678694480833015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010136082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021409627,0.00091751374,0.0000077909435,0.00041013124,0.00036601443,0.00030899755,0.0013812195,0.00002921841,0.9751695],"genre_scores_gemma":[0.43466932,0.00014037389,0.00011542144,0.00015511333,0.000087778484,1.2192403e-7,0.00009247185,0.000036626254,0.5647028],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880975,0.00012678065,0.00018235572,0.00031401205,0.00025123847,0.00031583663],"domain_scores_gemma":[0.9994234,0.000074454176,0.00025724623,0.00014619928,0.000020781792,0.000077925426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007906003,0.0002332513,0.0004643464,0.00023638901,0.00008778129,0.00001994437,0.00041388624,0.00012989982,0.024206264],"category_scores_gemma":[0.0000028383192,0.0002083985,0.00007944222,0.00033887458,0.00027999264,0.00007502952,0.00010152985,0.00022593426,0.000014855942],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010917102,0.000019945206,0.69885004,0.00091576076,0.00023642954,0.00019970004,0.008724291,0.00005464447,1.8552775e-7,0.00019056571,0.1668655,0.1238338],"study_design_scores_gemma":[0.0005638806,0.00014406395,0.040835794,0.00020605187,0.00007106791,0.000004934847,0.022090811,0.00002099953,0.0000027993217,0.00000648869,0.9357878,0.00026533485],"about_ca_topic_score_codex":0.91059214,"about_ca_topic_score_gemma":0.9800338,"teacher_disagreement_score":0.76892227,"about_ca_system_score_codex":0.00008807423,"about_ca_system_score_gemma":0.00080271135,"threshold_uncertainty_score":0.97668576},"labels":[],"label_agreement":null},{"id":"W7010221140","doi":"","title":"\"Here, I feel completely whole\": Exploring how YWCA Hamilton's Safer Drug Use Space supports women and non-binary people experiencing gender-based homelessness","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Service (business); SAFER; Service provider; Space (punctuation); Consumption (sociology); Population; Qualitative research","score_opus":0.04727203388582484,"score_gpt":0.24010881782315938,"score_spread":0.19283678393733453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010221140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93162924,0.00033126873,0.000058323814,0.00011200155,0.0013460073,0.0005872363,0.00007367496,0.00028332882,0.06557893],"genre_scores_gemma":[0.6153937,0.0002293543,0.000075884695,0.000030657095,0.00014759117,0.00002450956,0.00014879335,0.0000790539,0.38387045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966027,0.00027175204,0.00025488282,0.0009943963,0.0007394666,0.0011367705],"domain_scores_gemma":[0.99836135,0.00024434327,0.00032700293,0.0003630471,0.00024689417,0.00045738672],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028174554,0.0006233269,0.0008439852,0.00043483108,0.0013685215,0.0005231946,0.0005550716,0.00032394833,0.0011281411],"category_scores_gemma":[0.00004916511,0.00074400695,0.0001904794,0.0010915071,0.00023774778,0.001238659,0.00021866681,0.00045897727,0.00005860176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005116384,0.00018179635,0.13269338,0.0011977269,0.00043402356,0.0011082843,0.7681072,0.0000676092,0.00039042102,0.0009081684,0.0009454308,0.09345437],"study_design_scores_gemma":[0.000939891,0.000061327344,0.036686447,0.00028038427,0.0000892047,7.2915424e-7,0.87344915,0.000029969262,0.000057859357,0.00004684313,0.08751673,0.0008414665],"about_ca_topic_score_codex":0.0033442434,"about_ca_topic_score_gemma":0.07410404,"teacher_disagreement_score":0.31829152,"about_ca_system_score_codex":0.0005785525,"about_ca_system_score_gemma":0.00037191878,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W7010431176","doi":"","title":"The Impact of Race on the Health of South Asians: A Systematic Review","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Racism; Health equity; Health care; Equity (law); Systematic review; Race and health; Ethnic group; South asia","score_opus":0.04313539848718628,"score_gpt":0.3448375820760239,"score_spread":0.3017021835888376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010431176","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057091676,0.01084798,0.000007259136,0.003586239,0.00052083354,0.0044634226,0.00008159579,0.00006814101,0.97471535],"genre_scores_gemma":[0.014364597,0.012804868,0.0000017171765,0.00003392329,0.000044563527,0.0000051716947,0.000018749995,0.000019709796,0.9727067],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9970139,0.0013236959,0.00035814542,0.00018848984,0.0007816858,0.00033408267],"domain_scores_gemma":[0.9980535,0.0005597169,0.00069773773,0.00035517282,0.00024524686,0.00008862352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019127192,0.0001535455,0.0005981676,0.00009779831,0.00069252495,0.000051580202,0.001005381,0.00012455707,0.0046620443],"category_scores_gemma":[0.0006619433,0.00008982587,0.00042598892,0.0012690277,0.00020649772,0.000078095094,0.000054920325,0.0003218922,0.00010816803],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010113382,0.00033512563,0.0006324556,0.5401105,0.0027885425,0.000060176477,0.23987822,0.000036928723,0.0000225639,0.06730218,0.05496548,0.092856444],"study_design_scores_gemma":[0.00059793174,0.00084482017,0.0023387517,0.24072841,0.0006705455,7.56906e-7,0.72944385,0.000027073276,0.000021496066,0.0012446116,0.023446146,0.0006356217],"about_ca_topic_score_codex":0.011735286,"about_ca_topic_score_gemma":0.023246408,"teacher_disagreement_score":0.4895656,"about_ca_system_score_codex":0.0002768702,"about_ca_system_score_gemma":0.00095240306,"threshold_uncertainty_score":0.9962478},"labels":[],"label_agreement":null},{"id":"W7010501203","doi":"","title":"The Impact of Different Types of Social Media Engagement on Parasocial Interactions and Relationships: A User’s Perspective","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Mediation; Context (archaeology); Social media; Identity (music); Moderated mediation; Cognition; Social identity theory","score_opus":0.0745932310091124,"score_gpt":0.3033443298896699,"score_spread":0.2287510988805575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010501203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4611967,0.000058936832,7.1000306e-7,0.00016605391,0.0007585087,0.00031969222,0.00016471806,0.000031975615,0.53730273],"genre_scores_gemma":[0.7468422,0.00017269248,0.000002287263,0.000005406986,0.00027856714,0.0000031785653,0.00010396334,0.000020665064,0.25257102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99913156,0.00017697904,0.00019548704,0.00016345351,0.00018345812,0.00014905541],"domain_scores_gemma":[0.9987095,0.0006576516,0.00030468628,0.000089534624,0.00019435784,0.000044266006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104152015,0.00016059032,0.00025955174,0.00015821288,0.00066008995,0.0000403203,0.00013897991,0.00008306384,0.011767988],"category_scores_gemma":[0.000077009325,0.00011894322,0.00015711614,0.00008151469,0.00016200023,0.000090421876,0.000027721342,0.0004111759,0.000020680343],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059162115,0.000120138684,0.0009115289,0.00013072064,0.00051799254,0.0000051791903,0.44698182,0.000008276286,0.000014172196,0.53215784,0.0036978868,0.0148628475],"study_design_scores_gemma":[0.0007022303,0.00031426706,0.07277547,0.00029142754,0.0003227413,2.2824553e-7,0.85556054,0.00001908007,0.00002563621,0.0037502781,0.06596548,0.0002726472],"about_ca_topic_score_codex":0.00095155236,"about_ca_topic_score_gemma":0.03806727,"teacher_disagreement_score":0.5284076,"about_ca_system_score_codex":0.00019988485,"about_ca_system_score_gemma":0.00012511903,"threshold_uncertainty_score":0.9891354},"labels":[],"label_agreement":null},{"id":"W7010572207","doi":"","title":"The Influence of Site Conditions and Surface Vegetation on Snow Accumulation and Ablation in the Elk Valley, British Columbia, Canada","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snow; Snowmelt; Hydrology (agriculture); Vegetation (pathology); Elevation (ballistics); Precipitation; Overburden; Snow field","score_opus":0.013308885566383983,"score_gpt":0.19908937864760098,"score_spread":0.185780493081217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010572207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99068946,0.00025845075,0.0000012902193,0.000098353936,0.00012997226,0.00029920478,0.00011011168,0.000010429638,0.0084027015],"genre_scores_gemma":[0.96629775,0.000666176,0.00001564204,0.000058886933,0.000014765608,5.4690264e-7,0.0005880551,0.0000047926433,0.03235337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991453,0.00009351172,0.00017206607,0.00020797197,0.00023650377,0.00014460369],"domain_scores_gemma":[0.9989371,0.0006819275,0.00016566756,0.00010179057,0.00008265061,0.000030911244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012612979,0.00009864618,0.00013529831,0.000018188468,0.00054493855,0.00016073551,0.00013033154,0.00007667874,0.0007896005],"category_scores_gemma":[0.000052467025,0.00010601514,0.000022483226,0.00046808258,0.00006334897,0.0001576124,0.000010439695,0.00014797367,0.0000028092227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004785199,0.0000103787115,0.84342253,0.00010072272,0.00005023887,0.00002551802,0.001814644,0.07454839,0.000005688333,0.000073404306,0.0011703253,0.0787303],"study_design_scores_gemma":[0.00021561916,0.000037586004,0.9808316,0.00012875404,0.000035602912,0.0000011175505,0.007151273,0.0024195018,4.3728127e-7,0.0001084584,0.008961382,0.00010864396],"about_ca_topic_score_codex":0.87188923,"about_ca_topic_score_gemma":0.999277,"teacher_disagreement_score":0.13740909,"about_ca_system_score_codex":0.000020902671,"about_ca_system_score_gemma":0.00010986388,"threshold_uncertainty_score":0.86455715},"labels":[],"label_agreement":null},{"id":"W7010589897","doi":"","title":"Influence of pre-existing structures on the emplacement and deformation of Late-Jurassic rift related magmatism in Newfoundland, Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mafic; Magmatism; Sill; Paleozoic; Ordovician; Rift; Fibrous joint; Magma; Intrusion","score_opus":0.006507871325729472,"score_gpt":0.17641967679949325,"score_spread":0.16991180547376378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010589897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9137771,0.00013860398,3.8991297e-7,0.00007434504,0.000040685092,0.00010582556,0.000041687716,0.0000052228943,0.085816115],"genre_scores_gemma":[0.9790116,0.000027446124,0.0000179457,0.000022563183,0.0000037508153,1.07872744e-7,0.00024286745,0.0000016967759,0.020672044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991998,0.00004577213,0.0002382224,0.00017786914,0.00021016576,0.00012818692],"domain_scores_gemma":[0.99953914,0.00010598057,0.00019271905,0.00008497767,0.00003784277,0.000039339713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007042008,0.00013782573,0.00021254395,0.00008458226,0.000051491865,0.000014657831,0.0001673178,0.00010078848,0.016201057],"category_scores_gemma":[0.000019788717,0.00009083207,0.000039056882,0.0003943188,0.00004494209,0.00006985759,0.000016509875,0.00022629483,0.0000043524283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049219554,0.000020090907,0.77074724,0.00094279443,0.00024959331,0.00006214926,0.0024451942,0.12774229,0.0001556047,0.00259957,0.00010221909,0.09444105],"study_design_scores_gemma":[0.00016698182,0.00006312671,0.98951584,0.00024319065,0.0000883918,9.930278e-7,0.0013104174,0.003428563,0.00012283477,0.003637423,0.0012836561,0.00013860478],"about_ca_topic_score_codex":0.60640436,"about_ca_topic_score_gemma":0.96152604,"teacher_disagreement_score":0.35512167,"about_ca_system_score_codex":0.000019611914,"about_ca_system_score_gemma":0.00006993381,"threshold_uncertainty_score":0.9846983},"labels":[],"label_agreement":null},{"id":"W7010613845","doi":"","title":"INVERSE SAMPLING PROCEDURES TO TEST FOR HOMOGENEITY IN A MULTIVARIATE HYPERGEOMETRIC DISTRIBUTION","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Hypergeometric distribution; Multinomial distribution; Homogeneity (statistics); Multivariate statistics; Inverse; Population; Hypergeometric function; Sampling (signal processing)","score_opus":0.07346687936778713,"score_gpt":0.3141865902037743,"score_spread":0.2407197108359872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010613845","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03059738,0.000025588855,0.88411653,0.00011655524,0.00031502263,0.00374242,0.007417338,0.00031853816,0.07335064],"genre_scores_gemma":[0.31558773,0.000043056996,0.13635337,0.00018512033,0.000214486,0.00038130055,0.019182518,0.00023560983,0.52781683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846697,0.000039944738,0.00039104,0.0005394493,0.00019413675,0.00036844375],"domain_scores_gemma":[0.9983277,0.00065057725,0.0002518217,0.00025457935,0.00031215049,0.00020320991],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013041163,0.00032302015,0.00038902342,0.0003578767,0.00019598399,0.00004431374,0.00033109187,0.00029757447,0.0076772096],"category_scores_gemma":[0.0023327973,0.00037532573,0.00013589549,0.001632981,0.000025337478,0.00012196903,0.000053894906,0.0002197451,0.00009794771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011719072,0.0032183018,0.0022121836,0.0031583805,0.00021810057,0.000028689283,0.0018770108,0.00019078038,0.0014732999,0.7672296,0.011670029,0.20755167],"study_design_scores_gemma":[0.013425519,0.0012346742,0.16066217,0.0030872156,0.0022060468,0.000017089247,0.013572972,0.013356585,0.0057585947,0.15867437,0.6217546,0.0062501617],"about_ca_topic_score_codex":0.0001674408,"about_ca_topic_score_gemma":0.0034428155,"teacher_disagreement_score":0.74776316,"about_ca_system_score_codex":0.00034080612,"about_ca_system_score_gemma":0.00017412512,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W7010640451","doi":"","title":"Integrating Sap Flow and Eddy Covariance Techniques to Understand the Effects of Forest Management on Water Fluxes in a Temperate Red Pine Plantation Forest","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Forest ecology; Forest management; Thinning; Ecosystem; Eddy covariance; Water balance; Temperate rainforest; Temperate forest; Carbon sink; Hydrology (agriculture)","score_opus":0.014599772121602034,"score_gpt":0.26635489604574036,"score_spread":0.25175512392413835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010640451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7191737,0.0001839847,0.0004683431,0.0017367394,0.001079679,0.0023671337,0.000018430612,0.00009227564,0.2748797],"genre_scores_gemma":[0.7474432,0.0006568523,0.0010994255,0.00029004327,0.00009141446,0.00004640716,0.00019717688,0.000024054143,0.25015146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896824,0.00027176645,0.00014314218,0.00025393572,0.0001672201,0.00019568985],"domain_scores_gemma":[0.9994998,0.00022476456,0.000094541334,0.00009964525,0.00004943927,0.0000317911],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000252725,0.00014837057,0.00020393265,0.00017578439,0.000593643,0.000030748713,0.00019771309,0.00011656707,0.0011402919],"category_scores_gemma":[0.000046798505,0.00011728667,0.000036915008,0.0003177629,0.000113727765,0.00009304863,0.000060101826,0.00020231595,0.0000027440637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021979755,0.0003411917,0.033721026,0.0015753272,0.000666847,0.00011482488,0.7499146,0.000952801,0.00057767925,0.071685076,0.0070040193,0.13124864],"study_design_scores_gemma":[0.0008726673,0.00039931276,0.030450517,0.00077201275,0.00016994307,5.54245e-7,0.8864437,0.00002434717,0.0007712901,0.0023458619,0.077342145,0.00040766655],"about_ca_topic_score_codex":0.00093634956,"about_ca_topic_score_gemma":0.017915694,"teacher_disagreement_score":0.13652909,"about_ca_system_score_codex":0.00021882026,"about_ca_system_score_gemma":0.000046020243,"threshold_uncertainty_score":0.9997728},"labels":[],"label_agreement":null},{"id":"W7010652622","doi":"","title":"An investigation of the impact of sublingual immunotherapy in experimental models of food allergy and anaphylaxis","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food allergy; Sensitization; Slit; Allergy; Immunoglobulin E; Anaphylaxis; Desensitization (medicine); Allergen","score_opus":0.017906533754095122,"score_gpt":0.2703554008025423,"score_spread":0.25244886704844716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010652622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98203194,0.00026331417,0.000012308892,0.00000751264,0.00003295364,0.00018551503,0.00003087474,0.0000054242546,0.017430143],"genre_scores_gemma":[0.99475294,0.000046138488,0.000018314475,0.0000031336672,0.000010511634,0.0000010796119,0.00007666493,0.00000836971,0.005082824],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998769,0.0004153213,0.00023173759,0.00019491397,0.00028180864,0.00010725464],"domain_scores_gemma":[0.9992755,0.000044274268,0.00034569632,0.00019012764,0.00010319216,0.000041214316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002139481,0.00011454796,0.00024989792,0.0002412295,0.00014814353,0.000011192209,0.00035498934,0.00011793622,0.011105639],"category_scores_gemma":[0.000007578658,0.000112419235,0.00017189988,0.0008292586,0.00023691104,0.00021327648,0.000024153538,0.0001249067,5.952037e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015369345,0.0011688555,0.043134958,0.00027312397,0.0013266937,0.0000032946168,0.7446048,0.03763377,0.034198344,0.022260783,0.000032207576,0.113826215],"study_design_scores_gemma":[0.0027247476,0.0020123287,0.10102717,0.00025272387,0.00007341957,1.9021769e-7,0.855742,0.0050322376,0.026627257,0.0043925783,0.0013885024,0.00072684564],"about_ca_topic_score_codex":0.05412398,"about_ca_topic_score_gemma":0.0908888,"teacher_disagreement_score":0.11309937,"about_ca_system_score_codex":0.00019083955,"about_ca_system_score_gemma":0.00045945935,"threshold_uncertainty_score":0.98979837},"labels":[],"label_agreement":null},{"id":"W7010664588","doi":"","title":"Knowledge translation: The Development, Evaluation, and Follow-up of Online and In-person Do-Live-Well Workshops for Occupational Therapists","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Usability; Knowledge translation; Process (computing); Online learning; Test (biology); Relationship education; Data collection","score_opus":0.16399504314542976,"score_gpt":0.42581293676597004,"score_spread":0.2618178936205403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010664588","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8274996,0.011857098,0.00035400633,0.00094772305,0.0010957762,0.0047083637,0.00016447672,0.000031144595,0.15334177],"genre_scores_gemma":[0.22936702,0.0019344356,0.0040121716,0.00017299953,0.00038123076,0.0001009754,0.003887756,0.00009388045,0.7600495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785244,0.000751254,0.0003751811,0.00039029514,0.000374528,0.00025627072],"domain_scores_gemma":[0.99687827,0.0017283919,0.00031118726,0.00015631951,0.0008578128,0.00006801983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085664546,0.00021769537,0.00030575547,0.00022770608,0.00056637404,0.00002367583,0.00018324546,0.00035326954,0.016465783],"category_scores_gemma":[0.00010662434,0.00018442931,0.00007020507,0.00046809905,0.00004628274,0.00022079157,0.000033669156,0.0005377078,0.000008706194],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055765235,0.00025720985,0.033533752,0.0015808548,0.00042518266,0.0000036831223,0.06412138,0.000019953624,0.00031090315,0.0006638902,0.0008243452,0.8926823],"study_design_scores_gemma":[0.012041422,0.00013464397,0.33443493,0.0020625994,0.00032973805,0.0000014717069,0.23589744,0.0012501695,0.000112039306,0.0003496024,0.41278964,0.0005963109],"about_ca_topic_score_codex":0.00004866802,"about_ca_topic_score_gemma":0.013183749,"teacher_disagreement_score":0.892086,"about_ca_system_score_codex":0.00015721688,"about_ca_system_score_gemma":0.0016574251,"threshold_uncertainty_score":0.9844333},"labels":[],"label_agreement":null},{"id":"W7010737233","doi":"","title":"Jivetz and Writing the Afterlives of Protests in Bulgaria","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Decolonial Thought and Epistemologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Politics; Ethnography; Counterpoint; Narrative; Tracking (education); Variety (cybernetics); Clientelism","score_opus":0.01946689847527717,"score_gpt":0.2658309296065805,"score_spread":0.24636403113130334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010737233","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15641588,0.00030644645,0.0000041812104,0.0003642211,0.00023589638,0.00044921902,0.0000066387784,0.000026675314,0.84219086],"genre_scores_gemma":[0.25658625,0.00018728586,0.00014151147,0.000018162818,0.000044766435,0.0000027035946,0.000009756262,0.000006635345,0.74300295],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896866,0.00026703606,0.00016413422,0.00022794583,0.00015721266,0.00021503215],"domain_scores_gemma":[0.9993905,0.00023505789,0.00015945431,0.00010966286,0.00007306336,0.000032277516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027102994,0.00013392912,0.00024228434,0.00013678173,0.00025195695,0.00005850669,0.00036743731,0.00023191328,0.00273605],"category_scores_gemma":[0.00008627762,0.00012222683,0.00005977043,0.0005070534,0.00016487394,0.00014043879,0.00008007081,0.00021445398,0.0000033869558],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000501985,0.00009017211,0.055341955,0.0007807565,0.00011609824,0.00012535593,0.056553427,0.000008988141,0.00009129107,0.050714426,0.0006538868,0.8350217],"study_design_scores_gemma":[0.0009797253,0.00012062674,0.14259805,0.0015220062,0.00016475732,7.8593524e-7,0.2721812,0.000022731349,0.00018330246,0.0038831022,0.577785,0.0005586891],"about_ca_topic_score_codex":0.0029329152,"about_ca_topic_score_gemma":0.066858806,"teacher_disagreement_score":0.834463,"about_ca_system_score_codex":0.000080276164,"about_ca_system_score_gemma":0.00020514992,"threshold_uncertainty_score":0.99817556},"labels":[],"label_agreement":null},{"id":"W7010893382","doi":"","title":"Leveraging Digital Health Tools for Better Management and Care","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital health; Health care; Chronic disease; Chronic care; MEDLINE; Telemedicine; Multiple Chronic Conditions","score_opus":0.03293816408117575,"score_gpt":0.2766203574499573,"score_spread":0.24368219336878152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010893382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07902334,0.0011849729,0.00044537734,0.0038252336,0.00048061405,0.0024743853,0.00026892588,0.00034467698,0.9119525],"genre_scores_gemma":[0.012295285,0.00021182733,0.0004121183,0.0003250088,0.00012572217,0.000005593796,0.0026215878,0.000047541987,0.9839553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875116,0.000010194251,0.0001430338,0.00041331566,0.00031800388,0.0003642859],"domain_scores_gemma":[0.9993724,0.000073439194,0.000056571123,0.00013976463,0.00007682838,0.00028097178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037385355,0.00018982241,0.00031378097,0.0001548353,0.00010640179,0.000093032955,0.00013011062,0.00018299583,0.0034601754],"category_scores_gemma":[0.000018915165,0.00018213288,0.00011898029,0.00026935592,0.000047181853,0.000105268766,0.000101604666,0.0002755809,0.000038993527],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033643434,0.00002659828,0.00026921494,0.0039133322,0.00015445487,0.00012306342,0.00075891387,5.1348543e-8,0.000028633305,0.00006548424,0.0065553915,0.9877684],"study_design_scores_gemma":[0.0020587388,0.00022269931,0.0030320033,0.0009954001,0.00012467724,0.0000030619212,0.0326755,0.000014628034,0.00014743695,0.00010743865,0.9603846,0.00023377771],"about_ca_topic_score_codex":0.000023341157,"about_ca_topic_score_gemma":0.000028064278,"teacher_disagreement_score":0.98753464,"about_ca_system_score_codex":0.00018828962,"about_ca_system_score_gemma":0.00008775993,"threshold_uncertainty_score":0.99745077},"labels":[],"label_agreement":null},{"id":"W7011227454","doi":"","title":"Making the Case for Virtual Osteoarthritis Management Programs","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virtual patient; Virtual reality; Quality (philosophy); Quality of life (healthcare); Instructional simulation; Osteoarthritis; Best practice","score_opus":0.03814027314671695,"score_gpt":0.2135029337148534,"score_spread":0.17536266056813646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011227454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016302551,0.0015470397,0.00017003063,0.00008074353,0.0052893558,0.00083304994,0.0005265625,0.00007719167,0.98984575],"genre_scores_gemma":[0.014598261,0.000116646086,0.00024168762,0.000049104106,0.00012877042,0.000022618457,0.00014280906,0.000044074408,0.98465604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985146,0.000010238291,0.00033097327,0.00074323895,0.000033317854,0.00036761744],"domain_scores_gemma":[0.9993421,0.000029388282,0.0002523334,0.00029756653,0.000030058616,0.000048567814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021480297,0.00027609055,0.00037525658,0.000240703,0.0003939598,0.00033785193,0.00041698606,0.00015230503,0.045389775],"category_scores_gemma":[0.0000055842966,0.0002910561,0.00031298675,0.0003222192,0.00008004251,0.00017595492,0.00017282239,0.00014226274,0.0040419633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105571984,0.000045235684,0.00005105806,0.00041340943,0.0006194058,0.001115168,0.0032125385,0.000023333174,1.5627933e-7,0.3918484,0.07846539,0.52410036],"study_design_scores_gemma":[0.0005279582,0.00007538471,0.000014701258,0.00013193536,0.00012145413,0.000022145146,0.042654566,0.00020217893,0.000001192383,0.0018938169,0.95402145,0.0003332063],"about_ca_topic_score_codex":0.00007694477,"about_ca_topic_score_gemma":0.0007748913,"teacher_disagreement_score":0.87555605,"about_ca_system_score_codex":0.00018344949,"about_ca_system_score_gemma":0.000013869585,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W7011311678","doi":"","title":"Lifetime Serviceability and Safety of Highway Bridges Under Climate Change","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Climate change; Loss and damage; Hazard; Truck; Bridge (graph theory); Scope (computer science)","score_opus":0.012404220709144532,"score_gpt":0.20135097845162642,"score_spread":0.18894675774248187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011311678","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49297485,0.0026369153,0.00010386963,0.00015167538,0.0018463854,0.00090697943,0.00055133196,0.00085294293,0.49997506],"genre_scores_gemma":[0.9009761,0.0017149939,0.00012233491,0.000060538692,0.00013755498,0.000004063981,0.00040952268,0.00012114824,0.096453734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988071,0.000054643417,0.000269654,0.00043155282,0.00017207868,0.0002650224],"domain_scores_gemma":[0.99933046,0.00007072753,0.00006730512,0.00032161837,0.000080497615,0.00012940372],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000106049105,0.0003371743,0.0004404563,0.0001451283,0.00005955362,0.00003755528,0.00021412394,0.00032803867,0.015726775],"category_scores_gemma":[0.0000053029157,0.00037217673,0.00014625315,0.00034641163,0.000050728264,0.0001761481,0.000120226345,0.00032884488,0.000057707362],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021163775,0.00014155197,0.010575924,0.036580402,0.0006029521,0.00016640227,0.013501449,0.0007914845,0.006383104,0.009776772,0.0011559379,0.91820765],"study_design_scores_gemma":[0.0041613816,0.00039366016,0.26441383,0.005010083,0.0020478987,0.000021309384,0.034902714,0.029411595,0.0064815395,0.0008201092,0.6481934,0.00414242],"about_ca_topic_score_codex":0.00013146622,"about_ca_topic_score_gemma":0.0016056423,"teacher_disagreement_score":0.91406524,"about_ca_system_score_codex":0.00015114105,"about_ca_system_score_gemma":0.000026971142,"threshold_uncertainty_score":0.99987304},"labels":[],"label_agreement":null},{"id":"W7011338408","doi":"","title":"McMaster University’s Institutional Response to New Digital Research Infrastructure Organization (NDRIO): Call for White Papers on Canada’s Future DRI Ecosystem","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"White paper; White (mutation); Digital ecosystem; Ecosystem; Digital government","score_opus":0.012994438106578904,"score_gpt":0.22606122640650805,"score_spread":0.21306678829992914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011338408","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003811334,0.000039433613,0.00065757014,0.022152256,0.00037326224,0.0014287854,0.0015553732,0.00018462396,0.97322756],"genre_scores_gemma":[0.0019454496,0.000025371859,0.0005207047,0.0009193333,0.0011559519,6.509429e-7,0.0004980494,0.00020108203,0.9947334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968123,0.00014242053,0.00020243572,0.00088798226,0.0012739879,0.00068088865],"domain_scores_gemma":[0.99766606,0.00015090374,0.00009206433,0.00034636603,0.00028622226,0.0014583926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011193073,0.00042242778,0.00053072034,0.0005273003,0.0002149002,0.0000782398,0.0006445579,0.0007409542,0.1179338],"category_scores_gemma":[0.00027027223,0.00040443,0.0001326667,0.001821855,0.0001531977,0.00009244983,0.00043568367,0.0009966689,0.0001805708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00572033,0.000054728353,0.0002682682,0.00038371823,0.00021992472,0.0007023763,0.00018161832,0.000010642983,0.00056999596,0.00033285565,0.92111605,0.07043948],"study_design_scores_gemma":[0.0026907595,0.00046660652,0.00045369513,0.0005855272,0.0000725432,0.000019687219,0.001145495,0.000014960869,0.000077159246,0.000004091401,0.9940939,0.00037558674],"about_ca_topic_score_codex":0.005762817,"about_ca_topic_score_gemma":0.06524858,"teacher_disagreement_score":0.11775323,"about_ca_system_score_codex":0.0019511034,"about_ca_system_score_gemma":0.004787979,"threshold_uncertainty_score":0.99984074},"labels":[],"label_agreement":null},{"id":"W7011377614","doi":"","title":"Mild Traumatic Brain Injury and Neuroinflammation","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Traumatic brain injury; Neuroinflammation; Context (archaeology); Concussion; Post-concussion syndrome; Head injury; Pathophysiology","score_opus":0.028684215691344776,"score_gpt":0.2516573450646916,"score_spread":0.22297312937334685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011377614","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6979177,0.00024133442,0.000023752202,0.00072468654,0.000710376,0.00095082034,0.0000328934,0.00039509713,0.29900333],"genre_scores_gemma":[0.038122002,0.00023441475,0.00019526298,0.00024149631,0.00014025436,0.0000044032827,0.0005081298,0.000102797894,0.96045125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844056,0.000114127586,0.00029266512,0.00054401276,0.00033362105,0.00027500093],"domain_scores_gemma":[0.99910593,0.00014132193,0.00019917078,0.00032778006,0.00006181446,0.00016396538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120066594,0.00035383075,0.0005174054,0.00031827975,0.00015537239,0.000054275166,0.00016490823,0.00029785867,0.008522769],"category_scores_gemma":[0.00007101868,0.00037445393,0.00021315293,0.0005528957,0.000068447174,0.00017772608,0.000038960028,0.00042860612,0.00015484667],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014917608,0.00013959453,0.0008677096,0.0045890254,0.0005817546,0.0004992363,0.004166077,0.0000041594226,0.002437761,0.0012353284,0.01353809,0.9704495],"study_design_scores_gemma":[0.0066167107,0.0013520914,0.3401076,0.0041647335,0.0026390997,0.000118372096,0.023379928,0.00046276452,0.003411813,0.0006450792,0.6153103,0.0017914798],"about_ca_topic_score_codex":0.00004101289,"about_ca_topic_score_gemma":0.0003254932,"teacher_disagreement_score":0.96865803,"about_ca_system_score_codex":0.000058109985,"about_ca_system_score_gemma":0.000086797234,"threshold_uncertainty_score":0.9998707},"labels":[],"label_agreement":null},{"id":"W7011393213","doi":"","title":"MENTAL HEALTH CONCEPTUALIZATION, COPING, AND HELP-SEEKING BEHAVIOUR AMONG ARABIC-SPEAKING REFUGEES IN HAMILTON, ONTARIO: A QUALITATIVE STUDY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Mental health; Thematic analysis; Context (archaeology); Qualitative research; Population; Perception","score_opus":0.020005550875284356,"score_gpt":0.2995185820077514,"score_spread":0.27951303113246706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011393213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535899,0.0009682534,0.00009245644,0.00007603686,0.000387837,0.0013849016,0.000052877218,0.00012696364,0.04332073],"genre_scores_gemma":[0.75738513,0.00006134494,0.00021374048,0.00010336868,0.000046466917,0.0000058788723,0.0011512329,0.000059690137,0.24097311],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978,0.00027582192,0.00044786528,0.00070700375,0.00039925787,0.0003700832],"domain_scores_gemma":[0.99906445,0.00010216702,0.0002978169,0.00020245925,0.00011906722,0.000214026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025922357,0.00040227541,0.0006807099,0.0004013631,0.00018889733,0.000091485126,0.00015141479,0.00023914798,0.0025041301],"category_scores_gemma":[0.000049868253,0.00043293633,0.00009256418,0.00052604714,0.00009205098,0.00024212828,0.000099245444,0.0006838285,0.000011175636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062559627,0.0003847068,0.29974526,0.00055788906,0.00029171322,0.0007030658,0.6861984,0.000013238973,0.000016210248,0.00033170442,0.00083146535,0.010300748],"study_design_scores_gemma":[0.0050382344,0.0011977049,0.2477375,0.0061424715,0.00045667388,0.000015920845,0.71228856,0.00012409498,0.000026375137,0.000029078657,0.026287176,0.0006562273],"about_ca_topic_score_codex":0.06306516,"about_ca_topic_score_gemma":0.5749851,"teacher_disagreement_score":0.51192,"about_ca_system_score_codex":0.000952531,"about_ca_system_score_gemma":0.00037304978,"threshold_uncertainty_score":0.99981225},"labels":[],"label_agreement":null},{"id":"W7011415226","doi":"","title":"Modes of Influence: The Making of the Calgary School","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Politics; Making-of; Perspective (graphical); Identity (music); Neoliberalism (international relations); Prime minister","score_opus":0.013113622233624075,"score_gpt":0.24789890486700172,"score_spread":0.23478528263337764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011415226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06773999,0.0004850099,0.000003028419,0.00027137116,0.0005692866,0.00023194663,0.000009124578,0.000020711048,0.93066955],"genre_scores_gemma":[0.48098272,0.000041134135,0.000016923415,0.000044605982,0.000056416608,5.094442e-7,0.0000018557095,0.0000074156187,0.5188484],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868625,0.00018956122,0.00017005438,0.00020743375,0.0005437975,0.00020287056],"domain_scores_gemma":[0.9993115,0.000042543394,0.00027222768,0.00019449329,0.00014313174,0.000036081623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002558142,0.00012332015,0.00018768337,0.00007167003,0.0005786808,0.000040775427,0.0010553538,0.00020408521,0.011095207],"category_scores_gemma":[0.00004332448,0.00008730632,0.00021938152,0.00087334344,0.0006180103,0.00015499021,0.000104571445,0.00031189158,0.000020769447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019882985,0.00011529387,0.0075111156,0.0010653664,0.00033407778,0.000034294175,0.44136807,0.00045429738,0.0021989825,0.27905738,0.017062332,0.25059995],"study_design_scores_gemma":[0.000084317464,0.00001527163,0.006563833,0.00038021567,0.00015997289,1.4897506e-7,0.14871748,0.000023488787,0.000069075366,0.0011653476,0.84265614,0.00016472071],"about_ca_topic_score_codex":0.00505891,"about_ca_topic_score_gemma":0.041782174,"teacher_disagreement_score":0.82559377,"about_ca_system_score_codex":0.00020201952,"about_ca_system_score_gemma":0.00067926943,"threshold_uncertainty_score":0.9898088},"labels":[],"label_agreement":null},{"id":"W7011505525","doi":"","title":"Model Averaging: Methods and Applications","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frequentist inference; Set (abstract data type); Mean squared error; Model selection; Bayesian probability; Bayesian inference; Nonparametric statistics; Monte Carlo method","score_opus":0.035649505856678095,"score_gpt":0.2605400617637712,"score_spread":0.22489055590709311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011505525","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069278566,0.000101069054,0.013713531,0.000118271215,0.00023191926,0.00026148045,0.000009941688,0.00014736381,0.9847236],"genre_scores_gemma":[0.0025881878,0.000015491136,0.004466896,0.00047302796,0.00037389246,0.000008462815,0.0008399521,0.0000556655,0.99117845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891907,0.000011344408,0.00021094832,0.00047301533,0.00017419919,0.00021141108],"domain_scores_gemma":[0.9990706,0.000033058688,0.00027953467,0.00024674548,0.00035247742,0.000017602959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009523649,0.00027457593,0.00026486794,0.00037029225,0.000223777,0.0006065432,0.0002949416,0.00025220262,0.014715051],"category_scores_gemma":[0.000026355901,0.00033993134,0.00007313778,0.0011624706,0.00005280568,0.0012332288,0.00019362132,0.0002956616,0.00007356284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003233389,0.00004841601,0.00044268658,0.00045382738,0.00009637245,0.000016531383,0.000086118715,0.00023764573,0.00013829292,0.25757945,0.0054288316,0.7354395],"study_design_scores_gemma":[0.00025749227,0.0000019483175,0.00014217112,0.000090432695,0.00013246365,9.720001e-7,0.003611348,0.0028685168,0.000093771945,0.0040643574,0.9883585,0.00037803446],"about_ca_topic_score_codex":0.00006341308,"about_ca_topic_score_gemma":0.0001337573,"teacher_disagreement_score":0.98292965,"about_ca_system_score_codex":0.000057249636,"about_ca_system_score_gemma":0.00007705,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W7011584320","doi":"","title":"Medicinal Cannabis, Chronic Pain and Sleep: Efficacy and Safety, Patients’ Perspectives, and Patterns of Use","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legalization; Chronic pain; Cannabis; Recreation; Authorization; Alternative medicine; Public health; Tramadol","score_opus":0.0049152742239866425,"score_gpt":0.17788100419901506,"score_spread":0.17296572997502843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011584320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96813697,0.0017854751,0.000090761474,0.000091761394,0.000101370584,0.00048549756,0.00005957622,0.000017194114,0.029231427],"genre_scores_gemma":[0.8012723,0.0032048011,0.00010528712,0.00006022562,0.000028426559,0.000001579896,0.0002752146,0.000035056437,0.19501714],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987114,0.00010658615,0.00016256934,0.00054003083,0.00025857054,0.00022083416],"domain_scores_gemma":[0.99947655,0.000043005017,0.00015479806,0.00016430422,0.000023203142,0.00013816515],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010827886,0.000245573,0.0002810939,0.00006803189,0.00012628156,0.000038133603,0.00013314204,0.00012019883,0.01407813],"category_scores_gemma":[0.00001982189,0.00025844126,0.0000372844,0.00018425703,0.00013283572,0.00020993981,0.00030237282,0.0001645829,0.000002222289],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043049958,0.00022189616,0.33983138,0.00041543387,0.00016370413,0.000076961944,0.0047963965,0.00001665036,0.00007163605,0.0003768603,0.0007993076,0.6527993],"study_design_scores_gemma":[0.0021741476,0.000478957,0.7774822,0.0002590258,0.00023538271,0.0000013119803,0.009499048,0.00009715121,0.00004978039,0.000012393421,0.20935689,0.000353712],"about_ca_topic_score_codex":0.0023111661,"about_ca_topic_score_gemma":0.0047694463,"teacher_disagreement_score":0.65244555,"about_ca_system_score_codex":0.00026691743,"about_ca_system_score_gemma":0.000016995265,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W7011680594","doi":"","title":"Novel Techniques for Monitoring Freshwater Turtles in Ontario","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turtle (robot); Occupancy; Environmental DNA; Habitat; Wetland; Endangered species; Population","score_opus":0.021156255620469248,"score_gpt":0.20953656745687504,"score_spread":0.1883803118364058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011680594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49327987,0.000038438684,0.00013250898,0.00006105665,0.0012565237,0.0017019783,0.00021594741,0.00035149706,0.5029622],"genre_scores_gemma":[0.0047402694,0.000049066326,0.013843703,0.000018555393,0.000043191118,0.000012701257,0.00024072056,0.000052801584,0.980999],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846417,0.000019140209,0.00018475026,0.00063276064,0.00028107333,0.00041813194],"domain_scores_gemma":[0.9995369,0.00004864332,0.00012514682,0.00021014558,0.0000070393635,0.00007216806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007844836,0.00035219677,0.00030952308,0.00014604755,0.00020121434,0.00003410601,0.00050520356,0.00031160572,0.029904678],"category_scores_gemma":[0.000006791285,0.000406777,0.00014899144,0.00025459708,0.00010212539,0.00024379927,0.000369389,0.00034193377,0.0004097127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032804188,0.00019114102,0.90694386,0.00012142756,0.00012516559,0.00010023334,0.005644707,0.00015974925,0.01150849,0.000015644542,0.005166128,0.06969539],"study_design_scores_gemma":[0.0006648745,0.000094011026,0.48528567,0.00020194215,0.000094296614,9.5045226e-7,0.008233059,0.0000083583145,0.008601091,0.00005322305,0.49612635,0.0006361836],"about_ca_topic_score_codex":0.05701218,"about_ca_topic_score_gemma":0.6609317,"teacher_disagreement_score":0.6039195,"about_ca_system_score_codex":0.0018689986,"about_ca_system_score_gemma":0.000011773387,"threshold_uncertainty_score":0.9998384},"labels":[],"label_agreement":null},{"id":"W7011682275","doi":"","title":"No Home Care Priority Without Appropriate Financing: Canada has to Move","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Health care; Work (physics); MEDLINE","score_opus":0.013881285440897354,"score_gpt":0.19057998605598467,"score_spread":0.1766987006150873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011682275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020888967,0.00041709995,0.00010088465,0.00004731724,0.0013025915,0.0013117234,0.002805598,0.00066715525,0.99313873],"genre_scores_gemma":[0.00060997525,0.0000051932475,0.0014987991,0.00016668261,0.0005057987,0.0000027451056,0.00026677336,0.001470118,0.9954739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957889,0.00023431706,0.00030368133,0.0014272657,0.0011137065,0.0011321809],"domain_scores_gemma":[0.99671316,0.00002050292,0.00046681135,0.0012984782,0.00055060285,0.00095044414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001191396,0.001085248,0.0011554727,0.0007175308,0.00019759483,0.00014772646,0.0015056642,0.0006700888,0.10280076],"category_scores_gemma":[0.000049462244,0.0012477271,0.00016836495,0.0018165755,0.00018072712,0.000181605,0.00084579806,0.0007427965,0.0068184338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002964976,0.000047333426,0.0016083235,0.00033559452,0.00025862045,0.0010097928,0.0007251898,0.00007309307,0.000030646694,0.00014344425,0.97801125,0.017460195],"study_design_scores_gemma":[0.0019464862,0.000099328034,0.00020328147,0.0004406505,0.0002453876,0.000009519394,0.0013319828,0.000017993314,0.00001933473,0.000007000455,0.9941761,0.0015029561],"about_ca_topic_score_codex":0.6207031,"about_ca_topic_score_gemma":0.9411475,"teacher_disagreement_score":0.3204444,"about_ca_system_score_codex":0.0042309617,"about_ca_system_score_gemma":0.005122667,"threshold_uncertainty_score":0.99959165},"labels":[],"label_agreement":null},{"id":"W7011691787","doi":"","title":"Molecular Hydrogen in Galaxy Simulations","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Galaxy; Molecular cloud; Interstellar medium; Hydrogen molecule; Radiative transfer; Hydrogen; Galaxy formation and evolution; Field (mathematics)","score_opus":0.009293795158409493,"score_gpt":0.21544454007577205,"score_spread":0.20615074491736254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011691787","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32461944,0.00002221471,0.0006749348,0.0000227291,0.00019788374,0.0002685796,0.00016003498,0.00006477425,0.6739694],"genre_scores_gemma":[0.6487309,0.000002684791,0.00006470533,0.00000586553,0.000056119854,0.0000018737336,0.0009525468,0.000036407655,0.35014892],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999053,0.000035031295,0.00019755939,0.0002797357,0.0001774703,0.00025718275],"domain_scores_gemma":[0.99952906,0.000025493337,0.00014833955,0.00017099894,0.00007015342,0.000055960572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000023550387,0.0002473108,0.0002798859,0.00021626515,0.00012702907,0.00003638831,0.00020280348,0.00008337242,0.016843075],"category_scores_gemma":[0.0000013163179,0.0002951377,0.00015758832,0.00062586495,0.000019386862,0.00015254939,0.000065667635,0.00023768708,0.00024926118],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033862924,0.00048183982,0.049945604,0.00034997353,0.00200619,0.00027157,0.013698236,0.07719858,0.0012734155,0.102831684,0.002703115,0.7489011],"study_design_scores_gemma":[0.009589621,0.00029068286,0.050999384,0.0012034733,0.0011963351,7.46701e-7,0.15833923,0.021483276,0.0040407693,0.03852475,0.7087995,0.005532272],"about_ca_topic_score_codex":0.0002905628,"about_ca_topic_score_gemma":0.00031247272,"teacher_disagreement_score":0.74336886,"about_ca_system_score_codex":0.00006073479,"about_ca_system_score_gemma":0.000062276995,"threshold_uncertainty_score":0.99995005},"labels":[],"label_agreement":null},{"id":"W7011712007","doi":"","title":"Modelling Annual Bike Share Ridership at Hubs with Bike Share Expansion in Mind","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Theology, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Bike sharing; Variance (accounting); Population; Cycling; Service (business); Market share; Sustainability","score_opus":0.03660639806544125,"score_gpt":0.21013231168347996,"score_spread":0.1735259136180387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011712007","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43746576,0.00061616255,0.00005757865,0.0002561321,0.00097371254,0.00051570137,0.00031661004,0.0000972974,0.559701],"genre_scores_gemma":[0.27136037,0.00015843718,0.00008404415,0.000090616835,0.00044869396,0.000004344102,0.002861639,0.00007544569,0.7249164],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982423,0.000104399354,0.0002773366,0.0006985947,0.00026469424,0.00041267596],"domain_scores_gemma":[0.9990753,0.000056497596,0.00025864106,0.00025205882,0.00020626765,0.00015123002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006173483,0.0004488634,0.00043116917,0.0003832147,0.00037940833,0.00012979025,0.00039628622,0.00031687942,0.10608151],"category_scores_gemma":[0.0000074342443,0.0004462868,0.0001353579,0.0002262274,0.00010850867,0.00048454845,0.00006466725,0.00043728543,0.00028123416],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003673473,0.0002840364,0.0026046971,0.0013617924,0.00031523398,0.00032347642,0.9262367,0.00611316,0.000026003778,0.0092253685,0.026420312,0.023415748],"study_design_scores_gemma":[0.00095680234,0.00024635444,0.00021232695,0.00080547197,0.00017900787,0.0000031634736,0.40305427,0.0012918811,0.00008478906,0.0002439294,0.59217966,0.00074233685],"about_ca_topic_score_codex":0.001197272,"about_ca_topic_score_gemma":0.024453063,"teacher_disagreement_score":0.56575936,"about_ca_system_score_codex":0.0002505809,"about_ca_system_score_gemma":0.00018497929,"threshold_uncertainty_score":0.9997989},"labels":[],"label_agreement":null},{"id":"W7011773076","doi":"","title":"Nuclear Vision: Canada, Modernity, and the Nuclear Age, 1942-1979","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernity; Nuclear power; Politics; Nationalism; Ideology; Nuclear technology; Government (linguistics); Nuclear energy policy; Liberalism","score_opus":0.028086838234406195,"score_gpt":0.26543083149967,"score_spread":0.23734399326526381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011773076","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011278149,0.00015399844,0.00015370139,0.00067084044,0.000202285,0.0005201145,0.00010500789,0.000061170045,0.98685473],"genre_scores_gemma":[0.026933655,0.00016790738,0.0018876338,0.00023337007,0.00006586702,0.0000012853177,0.00011204158,0.000085879896,0.97051233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977694,0.00040699283,0.00024917314,0.000515484,0.00066646555,0.00039244763],"domain_scores_gemma":[0.99812627,0.00087376265,0.00012599891,0.00046688612,0.00018644286,0.00022061543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026626108,0.0003031812,0.00052916363,0.000060841223,0.00048356885,0.0002073848,0.0005882386,0.00028455607,0.05536087],"category_scores_gemma":[0.00046544604,0.00025798212,0.00013199847,0.00028484588,0.00027143356,0.00011701328,0.00035163225,0.0008256822,0.000026632408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014988021,0.00015809745,0.000017570432,0.0014682731,0.00034442038,0.0014778454,0.00285141,0.0000050713734,0.000020678595,0.81399935,0.033200655,0.14495786],"study_design_scores_gemma":[0.0029339814,0.00010719752,0.0006560611,0.00047998046,0.00041514504,0.00001843132,0.013279115,0.0020032667,0.000014106642,0.09399303,0.8853524,0.0007472929],"about_ca_topic_score_codex":0.04691768,"about_ca_topic_score_gemma":0.61446893,"teacher_disagreement_score":0.85215175,"about_ca_system_score_codex":0.00025670216,"about_ca_system_score_gemma":0.00043909918,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W7014154210","doi":"","title":"Phase Field Modelling of TRISO SiC Layer Growth by Chemical Vapour Deposition","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Laboratories; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University; University of Ontario Institute of Technology","keywords":"Phase (matter); Layer (electronics); Field (mathematics); Diafiltration; Deposition (geology); Work (physics)","score_opus":0.013375318746820821,"score_gpt":0.20968795743756236,"score_spread":0.19631263869074153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014154210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12209215,0.00046802347,0.3052697,0.000035084144,0.0003506216,0.00024786495,0.0001884722,0.00021093388,0.57113713],"genre_scores_gemma":[0.9523699,0.00023524325,0.00048435188,0.00004227689,0.000053822652,0.000001983802,0.00065938715,0.00004854096,0.046104457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901634,0.00003007318,0.00025091038,0.00026459852,0.00017223746,0.00026586454],"domain_scores_gemma":[0.9995676,0.00009061919,0.000003797451,0.0001400025,0.00008547477,0.00011246161],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028217344,0.0002769069,0.00038032152,0.00014049013,0.000042406562,0.000021653883,0.00022900788,0.00046822437,0.005818617],"category_scores_gemma":[0.000006723532,0.00033801695,0.0001879378,0.00031754214,0.000013180763,0.00014947282,0.000012740888,0.00040867555,0.000009776969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014387721,0.0010891216,0.00005035183,0.007254243,0.0009430603,0.00023728637,0.0018363375,0.0021439777,0.6978465,0.008558348,0.012095141,0.2665069],"study_design_scores_gemma":[0.0029728708,0.00018940415,0.0000011358816,0.00061370176,0.00049573637,0.0000019886156,0.0008619618,0.034423962,0.9499449,0.00020705271,0.00962266,0.0006645863],"about_ca_topic_score_codex":0.000116380885,"about_ca_topic_score_gemma":0.00003373161,"teacher_disagreement_score":0.8302778,"about_ca_system_score_codex":0.00008470304,"about_ca_system_score_gemma":0.00004007876,"threshold_uncertainty_score":0.9999072},"labels":[],"label_agreement":null},{"id":"W7014250849","doi":"","title":"Optimizing Government Investment Strategies in the Electric Vehicle Supply Chains Using Data-Driven Approaches","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Subsidy; Investment (military); Government (linguistics); Electric vehicle; Battery (electricity); Supply chain; Production (economics)","score_opus":0.02312751515481695,"score_gpt":0.20204004372359674,"score_spread":0.1789125285687798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014250849","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26274225,0.0043414794,0.0009137793,0.00007306001,0.00050457014,0.0010062621,0.00012757951,0.00031530057,0.72997576],"genre_scores_gemma":[0.94307876,0.0005587438,0.0023333444,0.00012182845,0.00033510028,0.000006911498,0.00093253184,0.0002021008,0.052430708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841213,0.00006796045,0.00022655015,0.00046381165,0.0003987153,0.0004308083],"domain_scores_gemma":[0.99937415,0.000032316264,0.00007117022,0.00045176694,0.000013409189,0.000057207915],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095950294,0.00039104844,0.00029678177,0.00015705131,0.000100969504,0.0002504444,0.0009275902,0.0002668371,0.0011730186],"category_scores_gemma":[0.0000024454566,0.00035070593,0.00008350539,0.00094255456,0.000018463767,0.0004337572,0.000103771024,0.00079527,0.000010458739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018133594,0.00015968655,0.0004790037,0.002460886,0.0011314978,0.00087596703,0.021097368,0.6494162,0.007872513,0.022734705,0.005035361,0.28855547],"study_design_scores_gemma":[0.000497215,0.00008040508,0.00078645966,0.00030204712,0.00033803243,0.000013412352,0.039040834,0.91033286,0.00066173007,0.00022706868,0.047024347,0.0006955758],"about_ca_topic_score_codex":0.00010295188,"about_ca_topic_score_gemma":0.0010697098,"teacher_disagreement_score":0.6803365,"about_ca_system_score_codex":0.00061618764,"about_ca_system_score_gemma":0.0001302823,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W7014279923","doi":"","title":"Ochre Procurement and Distribution on the Central Coast of British Columbia","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Procurement; Provenance; Deposition (geology); Spatial distribution","score_opus":0.01205025381823085,"score_gpt":0.21147851945160331,"score_spread":0.19942826563337246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014279923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75913185,0.00026314717,0.00002180598,0.00032929517,0.000326036,0.0004983631,0.00020280248,0.000033852775,0.23919284],"genre_scores_gemma":[0.5500258,0.0010068085,0.0000070834,0.000023983232,0.00004719066,0.0000011215286,0.000102876234,0.000005162835,0.44877997],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908555,0.0001451788,0.000101844176,0.00020740472,0.00022484246,0.0002352049],"domain_scores_gemma":[0.9995755,0.00006535533,0.00013427781,0.000070364906,0.0000999363,0.000054569628],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007384076,0.00008934714,0.00017508001,0.000014368958,0.003723895,0.000010343055,0.00017857419,0.00016813792,0.0050411625],"category_scores_gemma":[0.000030683797,0.00011365651,0.000062022795,0.00016645282,0.00045621404,0.00006376175,0.00016744851,0.00017854519,0.0000021414342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066146,0.0004843537,0.26830482,0.00044834288,0.0008314676,0.0003081738,0.37593326,0.000012483944,0.000025532881,0.016937997,0.107813805,0.22823831],"study_design_scores_gemma":[0.0003322214,0.000094396986,0.09583894,0.00022166876,0.0000835603,0.0000017333244,0.08251449,0.0000016726668,0.000011131929,0.00021916637,0.82049614,0.00018484802],"about_ca_topic_score_codex":0.024546944,"about_ca_topic_score_gemma":0.73797613,"teacher_disagreement_score":0.7134292,"about_ca_system_score_codex":0.00008514584,"about_ca_system_score_gemma":0.00011943674,"threshold_uncertainty_score":0.99757314},"labels":[],"label_agreement":null},{"id":"W7014353659","doi":"","title":"Optimizing Diabetes Management in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.0118021228709384,"score_gpt":0.17835793245398454,"score_spread":0.16655580958304614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014353659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000111302346,0.00009959802,0.0001936003,0.000014187152,0.00028537394,0.0006348023,0.000027451748,0.000507627,0.99812603],"genre_scores_gemma":[0.00016788329,0.0000141597775,0.005826421,0.00008104408,0.00007445935,0.000002464541,0.00006088022,0.0010088561,0.9927638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751073,0.00017538696,0.00022924799,0.000911939,0.00036896177,0.000803724],"domain_scores_gemma":[0.99878734,0.000024686551,0.00029521508,0.0006969175,0.000018589391,0.00017723102],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013722027,0.00064809696,0.0006666227,0.0017848908,0.000055105105,0.000075974254,0.000930305,0.00042325602,0.57924247],"category_scores_gemma":[0.0000024844137,0.0007942994,0.00018423308,0.00096601434,0.00011823063,0.00014414024,0.0006226824,0.0005909587,0.009173585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017133159,0.00039671562,0.030280925,0.00064510177,0.0016458242,0.0016402323,0.00089956523,0.0007871118,0.000054171076,0.008574547,0.80725724,0.14764722],"study_design_scores_gemma":[0.0018770905,0.000036803907,0.00087558845,0.0006909366,0.00020829163,7.423569e-7,0.00026395213,0.000065407345,0.000008227382,0.000022385026,0.9951392,0.00081139535],"about_ca_topic_score_codex":0.016588956,"about_ca_topic_score_gemma":0.5304934,"teacher_disagreement_score":0.5700689,"about_ca_system_score_codex":0.0015192373,"about_ca_system_score_gemma":0.000070421804,"threshold_uncertainty_score":0.9994508},"labels":[],"label_agreement":null},{"id":"W7014508168","doi":"","title":"Prediction of the Risk of Bleeding in People Living with Hemophilia","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University; Sanofi","keywords":"Risk assessment; Antithrombotic; Risk management tools; Risk factor; Measure (data warehouse); Activities of daily living; Clinical Practice","score_opus":0.01807410943168703,"score_gpt":0.22920753597809326,"score_spread":0.21113342654640624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014508168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8583585,0.0000400716,0.0000025701813,0.000039407638,0.00013661018,0.00045146458,0.000033660846,0.000025801062,0.14091189],"genre_scores_gemma":[0.55360806,0.00014901193,0.00003341394,0.0000013490865,0.000027784125,0.0000010778442,0.000044642507,0.000024748046,0.44610992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988457,0.00008313416,0.00020329564,0.00025452516,0.00041163396,0.00020170094],"domain_scores_gemma":[0.999215,0.00012355507,0.00022298213,0.00024287363,0.00013875891,0.000056799272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013671038,0.00017370189,0.00038680903,0.0003347787,0.00006548992,0.0000054948946,0.00017461067,0.00020657852,0.0036656782],"category_scores_gemma":[0.000055820863,0.000121576086,0.00014953197,0.0013125628,0.000058169866,0.00006846153,0.000063523876,0.0003904986,0.0000070079823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053637027,0.00015774222,0.9754042,0.001165428,0.00034211978,0.000039755876,0.0033495522,0.00006197732,0.0011129413,0.000039192088,0.000081416794,0.017709296],"study_design_scores_gemma":[0.0015871327,0.0003384659,0.974343,0.0035945652,0.0005919402,0.000003800121,0.016242165,0.00022348024,0.0022018556,0.000012193006,0.00074964657,0.000111756475],"about_ca_topic_score_codex":0.0007117253,"about_ca_topic_score_gemma":0.0039004262,"teacher_disagreement_score":0.30519804,"about_ca_system_score_codex":0.00016213112,"about_ca_system_score_gemma":0.0002289952,"threshold_uncertainty_score":0.99724513},"labels":[],"label_agreement":null},{"id":"W7014515766","doi":"","title":"Polynomial time and private learning of unbounded Gaussian Mixture Models","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Overhead (engineering); Mixture model; Time complexity; Polynomial; Gaussian; Computational complexity theory; Estimator; Sample complexity","score_opus":0.016540674156566713,"score_gpt":0.21870738336845258,"score_spread":0.20216670921188587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014515766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09379499,0.0007876575,0.06148068,0.004418817,0.0024055406,0.0017321551,0.00025794585,0.006285547,0.8288367],"genre_scores_gemma":[0.021275315,0.00033984368,0.0706226,0.000035257588,0.000078704434,0.0000023680452,0.00057670503,0.0001282777,0.90694094],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99802715,0.00011729588,0.00026213794,0.0008346133,0.00034538982,0.00041344116],"domain_scores_gemma":[0.996822,0.0001060604,0.0003838902,0.0025126247,0.000079095415,0.000096320946],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.00014790366,0.0003684242,0.00046747766,0.00047117352,0.00018831319,0.00015409577,0.012152187,0.00057409285,0.0011345439],"category_scores_gemma":[0.0005224761,0.0004206416,0.00010746625,0.0010944792,0.00011412352,0.0008274395,0.019402402,0.00071418344,0.000058442274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042217516,0.00013462012,0.0004935122,0.000996893,0.0007194279,0.0006443887,0.0026069079,0.0006963048,0.006191587,0.00960462,0.095454834,0.8820347],"study_design_scores_gemma":[0.004442356,0.00079544896,0.0028274946,0.0024378628,0.00048684387,0.000042988442,0.0038579344,0.6062327,0.011182964,0.06699726,0.29674056,0.0039555957],"about_ca_topic_score_codex":0.00012650972,"about_ca_topic_score_gemma":0.00012174722,"teacher_disagreement_score":0.8780791,"about_ca_system_score_codex":0.00012154466,"about_ca_system_score_gemma":0.00012574799,"threshold_uncertainty_score":0.9998245},"labels":[],"label_agreement":null},{"id":"W7014522376","doi":"","title":"Promotional Materials","year":2013,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"","score_opus":0.014017892122132081,"score_gpt":0.19152736760990047,"score_spread":0.17750947548776838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014522376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000371355,0.00006903211,0.00012478801,0.000041065316,0.0005619978,0.0008171236,0.00102538,0.0010471948,0.99627626],"genre_scores_gemma":[0.0000440686,0.00001447509,0.001188883,0.00004495553,0.0005335123,0.0000032324572,0.00028768746,0.0014733475,0.99640983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978196,0.00023044492,0.00019989112,0.00075525243,0.00043331584,0.0005614886],"domain_scores_gemma":[0.99874914,0.00001664354,0.00039087396,0.00055983936,0.0000623796,0.00022111494],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007861825,0.0005984527,0.00056625885,0.001202224,0.00007666545,0.00012469539,0.0007943268,0.00059723767,0.9765573],"category_scores_gemma":[0.000008485,0.00065442943,0.00014396431,0.00097415794,0.00019766744,0.00022015964,0.00037493597,0.00024098209,0.11163512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035688092,0.00010442468,0.000065323315,0.00013846513,0.00027682126,0.00014291871,0.000031492895,0.0000011519858,0.0021220734,0.015564923,0.9647775,0.016739205],"study_design_scores_gemma":[0.0009045576,0.000042824642,0.00006775358,0.00027417476,0.00013135475,0.000013605879,0.00007173224,0.0000033332408,0.0004098331,0.00004185826,0.9973577,0.0006812612],"about_ca_topic_score_codex":0.000368973,"about_ca_topic_score_gemma":0.00015529656,"teacher_disagreement_score":0.86492217,"about_ca_system_score_codex":0.0002814022,"about_ca_system_score_gemma":0.00010307185,"threshold_uncertainty_score":0.9995907},"labels":[],"label_agreement":null},{"id":"W7014736496","doi":"","title":"Quantum entanglement, coherence, and Dark Matter","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Institut Périmètre de physique théorique","keywords":"Dark matter; Quantum; Field (mathematics); Quantum system; Work (physics); Quantum dot; Measure (data warehouse)","score_opus":0.008701217021417369,"score_gpt":0.19710985670598863,"score_spread":0.18840863968457125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014736496","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020143399,0.00008619704,0.0032909105,0.0002709505,0.00018575438,0.00011126697,0.00006613435,0.00006243837,0.97578293],"genre_scores_gemma":[0.73162335,0.0000018468926,0.000085696505,0.00035793745,0.00006543638,0.0000010370611,0.000015212084,0.000015239122,0.26783425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926966,0.000028678447,0.000091896,0.00029470283,0.00008684517,0.00022820474],"domain_scores_gemma":[0.9997209,0.000021237065,0.000022299446,0.00013506462,0.000012067804,0.000088485096],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034561443,0.00015054236,0.000121703284,0.000071321745,0.00008120535,0.00014685543,0.00015964934,0.000012499963,0.092739955],"category_scores_gemma":[1.2812252e-7,0.00015095751,0.00005630757,0.0002054604,0.00005516283,0.00026124404,0.00015285444,0.00011517528,0.00051231426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044094384,0.00010377962,0.13910252,0.00013668666,0.0003622542,0.000087620516,0.0010381764,0.000004863059,0.0007978633,0.060162183,0.19957681,0.59858316],"study_design_scores_gemma":[0.00054607616,0.00004429019,0.0027039878,0.000087542634,0.00008923007,0.0000033429994,0.0022140928,0.00012623321,0.00006553808,0.039181363,0.9545964,0.00034192324],"about_ca_topic_score_codex":0.000102975726,"about_ca_topic_score_gemma":0.000005661694,"teacher_disagreement_score":0.75501955,"about_ca_system_score_codex":0.00002905642,"about_ca_system_score_gemma":0.0000252709,"threshold_uncertainty_score":0.9080894},"labels":[],"label_agreement":null},{"id":"W7014754160","doi":"","title":"Rapid synthesis: Identifying models and approaches to enhance the role of pharmacists in cancer care","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Partenariat Canadien Contre Le Cancer; McMaster University","keywords":"Cancer; MEDLINE; Patient care; Identification (biology); Cancer drugs; Health care; Best practice; Cancer treatment; Pharmacy practice","score_opus":0.0758136967380966,"score_gpt":0.25731859185636835,"score_spread":0.18150489511827175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014754160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072096416,0.009051761,0.00010021515,0.000031112664,0.00013781067,0.0009751043,0.00063612184,0.0003515986,0.9879953],"genre_scores_gemma":[0.05416346,0.001058768,0.00024651163,0.000019116542,0.000096473326,0.00003229313,0.0000069999996,0.0012233171,0.9431531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978826,0.0002468906,0.00023318017,0.00078487146,0.00037773728,0.00047473738],"domain_scores_gemma":[0.99894255,0.000103156,0.00029495155,0.00048784097,0.000039671868,0.00013183097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015145425,0.00046795674,0.00059016544,0.00086401426,0.000076675526,0.00005136135,0.0008207585,0.00024507218,0.019834757],"category_scores_gemma":[0.000013442974,0.00044874396,0.00012240303,0.00163071,0.0001731091,0.00022506806,0.00054418336,0.00032571837,0.00021655025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025151306,0.000067980895,0.00091999426,0.0007992977,0.0004995149,0.00009495716,0.009192739,0.0018786396,0.0006723033,0.00071286625,0.0076569766,0.9772532],"study_design_scores_gemma":[0.0007394213,0.000029972356,0.00012069646,0.002592867,0.0005158289,0.0000037253428,0.02437746,0.001388487,0.007071016,0.000100922975,0.9620129,0.0010467214],"about_ca_topic_score_codex":0.0019012917,"about_ca_topic_score_gemma":0.013594699,"teacher_disagreement_score":0.9762065,"about_ca_system_score_codex":0.00036826037,"about_ca_system_score_gemma":0.00009530535,"threshold_uncertainty_score":0.99979645},"labels":[],"label_agreement":null},{"id":"W7014758300","doi":"","title":"Predicting 12-Month Future Falls in People with Chronic Obstructive Pulmonary Disease","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ministry of Colleges and Universities; Reseau canadien de recherche respiratoire; National Institute for Health and Care Research; National Sanitarium Association","keywords":"Balance (ability); COPD; Reliability (semiconductor); Balance test; Clinical prediction rule; Pulmonary disease; Falls in older adults; Psychological intervention; Falling (accident)","score_opus":0.008424023826995627,"score_gpt":0.2497018138644964,"score_spread":0.24127779003750077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014758300","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38154182,0.0018104389,0.00002438863,0.00013015232,0.0027111815,0.0018484195,0.0002305961,0.00028421963,0.6114188],"genre_scores_gemma":[0.23054618,0.00033726334,0.000073060975,0.000044725566,0.0010190642,0.00003412189,0.0017752369,0.00011331078,0.766057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973047,0.00036104393,0.0003994965,0.0008687469,0.00036804072,0.0006980066],"domain_scores_gemma":[0.99877036,0.000088233435,0.00038360085,0.00037888784,0.00012098868,0.000257959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012676942,0.00050188426,0.0005325933,0.00034744182,0.0004408822,0.000030559502,0.00039938377,0.0006451389,0.0052403416],"category_scores_gemma":[0.000010190125,0.00049058074,0.000173612,0.0008026613,0.00004134047,0.00041680987,0.0001372352,0.0018452756,0.00020415605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00626149,0.00085761695,0.69772774,0.017889753,0.0006588657,0.0028567556,0.029560873,0.00005779893,0.00046459763,0.00370113,0.0018986799,0.2380647],"study_design_scores_gemma":[0.0014203207,0.000101723715,0.82723475,0.0038518093,0.00041352815,0.0000024091657,0.05668633,0.0005541405,7.301451e-7,0.00022639093,0.108927295,0.0005806066],"about_ca_topic_score_codex":0.00090195925,"about_ca_topic_score_gemma":0.09895942,"teacher_disagreement_score":0.2374841,"about_ca_system_score_codex":0.0012111436,"about_ca_system_score_gemma":0.001002519,"threshold_uncertainty_score":0.9997546},"labels":[],"label_agreement":null},{"id":"W7014886185","doi":"","title":"A Refusal of State-Driven Northern Destiny: Deconstructing the Mackenzie Valley Pipeline Inquiry Hearings","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Indigenous; Government (linguistics); Fossil fuel; Human settlement; Pipeline (software); Pipeline transport","score_opus":0.018165912545063043,"score_gpt":0.23307559170119363,"score_spread":0.21490967915613057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014886185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2747443,0.00026800876,0.000026635367,0.00015783511,0.0015207388,0.00042903793,0.00012826492,0.000090377696,0.7226348],"genre_scores_gemma":[0.029172305,0.00024935414,0.00017238241,0.000062583385,0.00021485568,0.00000240481,0.00017800149,0.000048897386,0.96989924],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982132,0.0002997789,0.00027412566,0.00036249898,0.00049275154,0.00035765208],"domain_scores_gemma":[0.99888915,0.000119804856,0.00043305042,0.00025053346,0.00017895842,0.00012851926],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027860314,0.00018791515,0.00030134062,0.00063193747,0.0016492989,0.00015866681,0.00077377976,0.00017277579,0.08488027],"category_scores_gemma":[0.00008080782,0.00023923078,0.00019931096,0.00082452985,0.00056906644,0.00020792554,0.00012236224,0.00053668127,0.0000338264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056258525,0.00012942278,0.011205268,0.00040545993,0.00033083418,0.00036930287,0.25345176,0.0005141621,0.000117033276,0.009481689,0.011186599,0.7122459],"study_design_scores_gemma":[0.00029470318,0.0000285677,0.0006962512,0.00006594128,0.00011506193,0.000002140757,0.09632333,0.0000145997665,0.000006808911,0.0001267125,0.90207237,0.00025348144],"about_ca_topic_score_codex":0.39171016,"about_ca_topic_score_gemma":0.9754683,"teacher_disagreement_score":0.89088583,"about_ca_system_score_codex":0.0012715945,"about_ca_system_score_gemma":0.002171476,"threshold_uncertainty_score":0.9996504},"labels":[],"label_agreement":null},{"id":"W7014925536","doi":"","title":"REFRAMING RITUAL GESTURES IN DIALOGUE: GESTURE STUDIES AND SACRAMENTAL RITUALS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gesture; Context (archaeology); Cognitive reframing; Function (biology); Field (mathematics); Relevance (law); Content (measure theory); Variation (astronomy); Argument (complex analysis)","score_opus":0.03552348654639984,"score_gpt":0.3064756560304928,"score_spread":0.27095216948409295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014925536","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7074187,0.0027192596,0.0000026432795,0.000268082,0.0012290538,0.0005314933,0.000019100602,0.0002270411,0.28758463],"genre_scores_gemma":[0.26635417,0.0008633168,0.00015324728,0.000080868034,0.00011386293,0.000010826509,0.00034005265,0.00006632688,0.73201734],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983375,0.00030260015,0.0002658305,0.0005226915,0.00018743062,0.00038396928],"domain_scores_gemma":[0.9990968,0.00022691351,0.00016537102,0.00037986285,0.000049750117,0.00008127556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019985398,0.00033631563,0.00045356585,0.0003635374,0.0001809443,0.00005782187,0.00038701357,0.0004942129,0.004594542],"category_scores_gemma":[0.000038163835,0.00037524797,0.00008032306,0.00048000866,0.000092348564,0.00014595092,0.00020475937,0.0006937126,0.0001571631],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095739996,0.00040683118,0.032568723,0.0006375103,0.0010591688,0.0008400014,0.14401707,0.000010819336,0.00030820188,0.0057254834,0.00903034,0.8044385],"study_design_scores_gemma":[0.003197619,0.0003629765,0.3505111,0.0010069225,0.0003028219,0.000013957942,0.42808786,0.000010047594,0.00003818996,0.00080272596,0.2146498,0.0010159716],"about_ca_topic_score_codex":0.00070331164,"about_ca_topic_score_gemma":0.007477704,"teacher_disagreement_score":0.80342245,"about_ca_system_score_codex":0.00019229345,"about_ca_system_score_gemma":0.000042434833,"threshold_uncertainty_score":0.99986994},"labels":[],"label_agreement":null},{"id":"W7014942410","doi":"","title":"Reviewing best practices for gender-based violence prevention education in hypermasculine workplaces","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Pretext; Articular cartilage damage; Diafiltration","score_opus":0.12865434569438947,"score_gpt":0.3173580635138572,"score_spread":0.18870371781946774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014942410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010849023,0.024480697,0.00023750501,0.0002682678,0.002121603,0.0010355354,0.000089982816,0.00008643074,0.97059506],"genre_scores_gemma":[0.0049652564,0.0023090614,0.00056513556,0.00008110398,0.0010277048,0.000022589811,0.00031447675,0.00006534936,0.99064934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978641,0.0002226032,0.00044872414,0.0007151486,0.00045476918,0.00029465536],"domain_scores_gemma":[0.99794006,0.00011879947,0.00095747417,0.0003255683,0.00057739526,0.000080673766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004442803,0.00039506608,0.0005942274,0.0006593095,0.00023273408,0.0002017623,0.00035642632,0.00020061183,0.040254537],"category_scores_gemma":[0.00015168544,0.0004109399,0.0004431023,0.00030501184,0.0001472682,0.0006020351,0.00006609039,0.00043330857,0.0001513604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011326745,0.00049811904,0.00036067655,0.0049313316,0.00035597393,0.00006354098,0.0029954761,0.000084047635,0.000019221978,0.0015382153,0.021614576,0.9674255],"study_design_scores_gemma":[0.00028047495,0.0001044392,0.000005429634,0.0038118146,0.001229528,0.0000021019418,0.016548298,0.00011047368,0.00001411362,0.0001988189,0.97726583,0.0004286965],"about_ca_topic_score_codex":0.0019003641,"about_ca_topic_score_gemma":0.020936906,"teacher_disagreement_score":0.96699685,"about_ca_system_score_codex":0.0011394465,"about_ca_system_score_gemma":0.0022749244,"threshold_uncertainty_score":0.99983424},"labels":[],"label_agreement":null},{"id":"W7014956985","doi":"","title":"QTP-MACE Protocol Appendices Aug2024","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Health care; Front line; Quality (philosophy); Patient safety; Confidentiality; Medical record","score_opus":0.015832371430507884,"score_gpt":0.240237383077005,"score_spread":0.22440501164649712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014956985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.164371e-7,0.00017604155,0.000083072635,0.000063485786,0.0005258204,0.054728016,0.00067048584,0.002960445,0.9407923],"genre_scores_gemma":[0.0000037581888,0.000005598275,0.00076101033,0.000062026935,0.00062776526,0.0017295654,0.000059975737,0.0034177836,0.9933325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610174,0.00024901863,0.0003185495,0.0016388359,0.00076110725,0.0009307529],"domain_scores_gemma":[0.9980748,0.000030221632,0.00043977753,0.0010206152,0.000052249277,0.00038233135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015660674,0.0011006469,0.00081529166,0.0018688465,0.00009451004,0.0002980768,0.0015134672,0.00088043173,0.82992494],"category_scores_gemma":[0.000010759591,0.0011592584,0.00042967842,0.0025595918,0.00032506557,0.00026395632,0.0010084128,0.0010160402,0.22719577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017578993,0.00011546655,0.00006406065,0.0018134208,0.00065857865,0.0017028624,0.0001761574,0.0000042569977,0.00007052306,0.005019537,0.9568899,0.033309437],"study_design_scores_gemma":[0.0014557713,0.00010568174,0.0000042694714,0.0016884783,0.0005161311,0.000026895008,0.0006109065,0.000026895272,0.000044477638,0.00013806467,0.99416286,0.0012195809],"about_ca_topic_score_codex":0.00047263183,"about_ca_topic_score_gemma":0.0016465274,"teacher_disagreement_score":0.60272914,"about_ca_system_score_codex":0.0005753953,"about_ca_system_score_gemma":0.00023005261,"threshold_uncertainty_score":0.9990857},"labels":[],"label_agreement":null},{"id":"W7015059348","doi":"","title":"Second-Generation Tamil Youth &amp; Their Experiences Accessing Community-Based Mental Healthcare Services","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Mental health; Mental healthcare; Thematic analysis; Health care; Qualitative research; Intervention (counseling)","score_opus":0.08883029647168125,"score_gpt":0.3341219449082885,"score_spread":0.24529164843660725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015059348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8499408,0.00032218316,0.0000071397067,0.00009792026,0.0031479474,0.0006955915,0.0003627687,0.00025401375,0.14517164],"genre_scores_gemma":[0.5932371,0.00002011681,0.00005504929,0.00044087032,0.00017917917,0.000024199831,0.017222507,0.0000736704,0.38874733],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973307,0.00079800934,0.00039202443,0.0006147544,0.00030008107,0.00056441734],"domain_scores_gemma":[0.99861413,0.000082244565,0.0004776283,0.00052827963,0.000091349844,0.00020634562],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018291037,0.0005404473,0.00047803106,0.0003589283,0.0016318125,0.00020285895,0.0008435862,0.00048935646,0.072023846],"category_scores_gemma":[0.0000012030177,0.000547133,0.00017728755,0.000688531,0.00006737741,0.00040007138,0.00010579291,0.00068664405,0.00035434894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011486445,0.0006389319,0.0052826325,0.002488232,0.00036812757,0.00007390351,0.5333001,0.000008368617,0.0003040573,0.00014299198,0.0018876513,0.45435637],"study_design_scores_gemma":[0.0022860568,0.00027178955,0.004727742,0.0007311718,0.00015277343,0.0000022450079,0.9084161,0.000056106666,0.00088616303,0.000024334488,0.08160644,0.0008391114],"about_ca_topic_score_codex":0.0055307923,"about_ca_topic_score_gemma":0.09105319,"teacher_disagreement_score":0.4535173,"about_ca_system_score_codex":0.0003397386,"about_ca_system_score_gemma":0.00009743208,"threshold_uncertainty_score":0.99969804},"labels":[],"label_agreement":null},{"id":"W7015064840","doi":"","title":"The Response of Mobile Applications to Crisis in Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Key (lock); Mobile apps; Mobile device; Pandemic; Health care; Coronavirus disease 2019 (COVID-19); mHealth","score_opus":0.02110315973271511,"score_gpt":0.3200072753333192,"score_spread":0.2989041156006041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015064840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042893168,0.001568937,0.00084070314,0.0127851935,0.0018809745,0.037227873,0.0010808167,0.00019963838,0.9015227],"genre_scores_gemma":[0.12570888,0.0012048377,0.000659112,0.004297983,0.0002597925,0.0077539296,0.00058112654,0.00014941172,0.85938495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971483,0.0006358085,0.0007889229,0.00048905023,0.00031354473,0.00062439847],"domain_scores_gemma":[0.99708605,0.0010350012,0.00052890356,0.00058009924,0.0002614768,0.000508466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037390762,0.00024310451,0.00045886103,0.00017526391,0.00077047094,0.0000056514195,0.000707342,0.00025687754,0.009811108],"category_scores_gemma":[0.000077922574,0.00023452687,0.00007047889,0.0014487617,0.000021459182,0.00004385813,0.00010716968,0.0008638259,0.00017861121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010413409,0.00015222256,0.010226879,0.004099748,0.00010447405,0.00003965929,0.008488085,0.0002531883,0.00029699478,0.013685257,0.17820975,0.7740303],"study_design_scores_gemma":[0.00044359855,0.000053382926,0.005619975,0.0001275255,0.000028721091,1.3430574e-7,0.0565745,0.000017689112,0.000032170414,0.00003930728,0.93690515,0.0001578287],"about_ca_topic_score_codex":0.54385763,"about_ca_topic_score_gemma":0.97524995,"teacher_disagreement_score":0.7738725,"about_ca_system_score_codex":0.0016412731,"about_ca_system_score_gemma":0.0109628225,"threshold_uncertainty_score":0.9946441},"labels":[],"label_agreement":null},{"id":"W7015068796","doi":"","title":"Rapid evidence profile #64: Identifying features and impacts of public health strategies that can be used to prevent, reduce and/or mitigate avian influenza spillover to humans","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Public health; Spillover effect; Influenza A virus subtype H5N1; Empirical evidence; Evidence-based practice; Real world evidence; Global health; Scientific evidence; Animal health; Human health","score_opus":0.10861785590025515,"score_gpt":0.3176587446581461,"score_spread":0.20904088875789095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015068796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068034336,0.016296353,0.00010169658,0.0037412434,0.00087074836,0.008861229,0.005814062,0.0014121259,0.8948682],"genre_scores_gemma":[0.03606651,0.00036647727,0.00083456625,0.0005499987,0.00012255595,0.0000095061305,0.000039802144,0.0008560009,0.9611546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955762,0.0006185196,0.00042692694,0.0014810751,0.00077600474,0.0011212715],"domain_scores_gemma":[0.9971841,0.00008287204,0.0006080674,0.0008217119,0.000117521675,0.0011857045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006315082,0.000915602,0.001095087,0.0019203023,0.00017135667,0.0007982774,0.0008287119,0.00040299413,0.026716834],"category_scores_gemma":[0.00008844688,0.00089972187,0.00016658912,0.0020632795,0.0003290587,0.0009946665,0.0009995188,0.0005820025,0.00023275135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084001536,0.00039523587,0.004768564,0.013374522,0.0024195244,0.00081767316,0.05023353,0.000014479124,0.011089298,0.0037980059,0.8483577,0.06389147],"study_design_scores_gemma":[0.0011477431,0.0008318777,0.0064896178,0.011740995,0.00034505627,0.000046342087,0.019350296,0.000002084724,0.0011213991,0.000042424974,0.95750976,0.0013724242],"about_ca_topic_score_codex":0.005314515,"about_ca_topic_score_gemma":0.05753259,"teacher_disagreement_score":0.109152064,"about_ca_system_score_codex":0.00066123577,"about_ca_system_score_gemma":0.0010037308,"threshold_uncertainty_score":0.99934536},"labels":[],"label_agreement":null},{"id":"W7015087650","doi":"","title":"Romeo and Juliet – Part 3","year":2011,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Unit (ring theory); Performance art; Adaptation (eye)","score_opus":0.01770788485960741,"score_gpt":0.18379800515356715,"score_spread":0.16609012029395973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015087650","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001174477,0.0006509638,0.00004615216,0.00001625724,0.0003417508,0.00037423725,0.00041645017,0.0007756033,0.99736685],"genre_scores_gemma":[0.00002525825,0.00019704553,0.00067023555,0.00006759114,0.00024633796,7.888289e-7,0.000058717298,0.0011722828,0.99756175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980554,0.00014607093,0.00015263494,0.00083199615,0.00026330815,0.000550618],"domain_scores_gemma":[0.99872327,0.00001964493,0.0002909671,0.00061590614,0.00003349215,0.000316736],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007266314,0.0005992352,0.0005619507,0.00054034026,0.00008434787,0.000056069926,0.0005846965,0.0005678452,0.81728417],"category_scores_gemma":[0.0000068441386,0.0006786579,0.00013115071,0.00074289955,0.00031578963,0.00016512458,0.00047398917,0.00036826075,0.020093542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007868841,0.00006744655,0.0007107002,0.00010982977,0.0002917314,0.00031392186,0.00012904881,2.7315292e-7,0.00001932335,0.003226431,0.93955016,0.05550243],"study_design_scores_gemma":[0.0011067379,0.00007046539,0.00012977775,0.0002481617,0.0002610025,0.000016268028,0.0002085989,0.000002851632,0.00001432002,0.000042992193,0.99716413,0.0007347164],"about_ca_topic_score_codex":0.0003833885,"about_ca_topic_score_gemma":0.001494011,"teacher_disagreement_score":0.7971906,"about_ca_system_score_codex":0.00012588596,"about_ca_system_score_gemma":0.00006779514,"threshold_uncertainty_score":0.99956644},"labels":[],"label_agreement":null},{"id":"W7015202172","doi":"","title":"Risk of Serotonin Syndrome Associated with Antidepressant Use While on Linezolid Treatment","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Queen's University; Canadian Institutes of Health Research; Government of Ontario","keywords":"Serotonin syndrome; Antidepressant; Linezolid; Retrospective cohort study; Mirtazapine; Population; Depression (economics); Cohort study","score_opus":0.020949172924340724,"score_gpt":0.23576878879818366,"score_spread":0.21481961587384293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015202172","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532685,0.000110635265,0.0000035078267,0.00004320295,0.00010928032,0.001273022,0.00021190818,0.00019521517,0.044784706],"genre_scores_gemma":[0.3096256,0.00082014437,0.0000555305,0.000023073811,0.000028086917,0.000007554315,0.00075349706,0.00011506292,0.68857145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981884,0.0001565683,0.000267907,0.00057779934,0.0004048945,0.00040446327],"domain_scores_gemma":[0.9983367,0.0002738652,0.00054265274,0.00040860163,0.00031787783,0.00012030964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006501267,0.0005279583,0.0010435936,0.00038652413,0.0001399985,0.000019168701,0.00016581963,0.00030058908,0.0036414799],"category_scores_gemma":[0.000056254656,0.0004411957,0.0002569866,0.0007976401,0.000074828415,0.000099009165,0.000030743508,0.0003982528,0.000050568015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039365474,0.0040489854,0.7539751,0.0016242174,0.050683703,0.01574039,0.013563834,0.0007306273,0.007861182,0.00026394313,0.0023681896,0.10977436],"study_design_scores_gemma":[0.013852662,0.016126987,0.90457755,0.0049165734,0.006623262,0.000042189844,0.00693528,0.00006953647,0.022021504,0.000016193906,0.02362761,0.0011906645],"about_ca_topic_score_codex":0.0006872268,"about_ca_topic_score_gemma":0.0042330194,"teacher_disagreement_score":0.6437868,"about_ca_system_score_codex":0.0005201367,"about_ca_system_score_gemma":0.0001812896,"threshold_uncertainty_score":0.99980396},"labels":[],"label_agreement":null},{"id":"W7015375396","doi":"","title":"Social Isolation or Loneliness in Older Adults Residing in Social Housing in Ontario","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Public housing; Isolation (microbiology); Social risk; Social engagement","score_opus":0.02761192619503463,"score_gpt":0.23388733821967056,"score_spread":0.20627541202463592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015375396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042316597,0.00009276348,0.00010855634,0.000077405006,0.0002718228,0.0008841285,0.000045186767,0.0001800641,0.95602345],"genre_scores_gemma":[0.040813334,0.000008312948,0.000420677,0.000040159226,0.0003909335,0.0000027423341,0.0001998822,0.00069424434,0.9574297],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666905,0.00053292717,0.0004966079,0.0010503927,0.0004514269,0.00079956313],"domain_scores_gemma":[0.99912584,0.00004975672,0.0004552295,0.00022567372,0.0000694096,0.00007406699],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023604774,0.00062882365,0.00093564024,0.0024186755,0.00013416212,0.00009563094,0.00046413648,0.0010926629,0.15463167],"category_scores_gemma":[0.000023866662,0.00080335786,0.00016091931,0.0036381779,0.000104021645,0.00031706455,0.00038697175,0.0012174195,0.0001421363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012745576,0.0028058034,0.64039683,0.002295491,0.0004832484,0.0213314,0.07828829,0.00067783997,0.0005563151,0.0016435093,0.09983195,0.13894373],"study_design_scores_gemma":[0.022557473,0.000058971214,0.20338842,0.0080508785,0.00014952797,0.000009875045,0.01660059,0.00046380557,0.000025128767,0.00004271716,0.74593025,0.002722332],"about_ca_topic_score_codex":0.15220423,"about_ca_topic_score_gemma":0.984276,"teacher_disagreement_score":0.8320718,"about_ca_system_score_codex":0.004650683,"about_ca_system_score_gemma":0.000908331,"threshold_uncertainty_score":0.99944174},"labels":[],"label_agreement":null},{"id":"W7015453669","doi":"","title":"Targeted and Nontargeted Mass Spectrometry Analysis of Tear Fluid for Biomarker Discovery and Biomonitoring","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biomonitoring; Orbitrap; Mass spectrometry; Biomarker discovery; Sample preparation; Hydrophilic interaction chromatography; Bioanalysis; Biomarker; Gas chromatography–mass spectrometry","score_opus":0.009888824526367582,"score_gpt":0.23292337309846234,"score_spread":0.22303454857209476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015453669","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538635,0.0021567368,0.0018018918,0.000053392137,0.00029285863,0.0006326531,0.00027500367,0.000044516673,0.040879466],"genre_scores_gemma":[0.4507771,0.0006539733,0.0028144037,0.000027965349,0.000049703656,0.000002271334,0.0013588659,0.000042637257,0.5442731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988134,0.00003731246,0.00023436909,0.0004835393,0.00018456188,0.00024684257],"domain_scores_gemma":[0.99926156,0.00007953473,0.0001695354,0.00024687423,0.00013751011,0.00010501409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007501978,0.00029332767,0.0007869444,0.001081661,0.00008592423,0.000040113893,0.0001017832,0.00029664015,0.0014558514],"category_scores_gemma":[0.000025052615,0.0003054856,0.00030636616,0.0014427362,0.00003632723,0.00018098742,0.00004469946,0.00015917857,7.1155785e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072822473,0.00029367788,0.3219089,0.004483789,0.02958405,0.0002774316,0.0010870618,0.000011423727,0.47681183,0.0007879045,0.00014187658,0.15732981],"study_design_scores_gemma":[0.009580194,0.0011042088,0.73445123,0.0018571866,0.055001397,0.0000031694058,0.023546563,0.002986686,0.08414917,0.00007763809,0.08558025,0.0016622815],"about_ca_topic_score_codex":0.00034296754,"about_ca_topic_score_gemma":0.0006030567,"teacher_disagreement_score":0.5033936,"about_ca_system_score_codex":0.000105202555,"about_ca_system_score_gemma":0.00011478843,"threshold_uncertainty_score":0.99993974},"labels":[],"label_agreement":null},{"id":"W7015543589","doi":"","title":"Spark Annual Report, 2020-21","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"SPARK (programming language); Work (physics); Spark discharge","score_opus":0.022706371252593636,"score_gpt":0.23357383668146328,"score_spread":0.21086746542886964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015543589","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039601696,0.0015008998,0.00017292424,0.00014916844,0.0030264417,0.0006515655,0.0021632588,0.00075224205,0.99118745],"genre_scores_gemma":[0.00048558213,0.00066360587,0.0009593557,0.00006672754,0.0016141755,0.0000026574962,0.0020600902,0.0005438546,0.99360394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99154335,0.0005522131,0.0010511227,0.0026367293,0.0027938054,0.0014227713],"domain_scores_gemma":[0.9927094,0.00013716354,0.0017358537,0.0023506435,0.0023191369,0.00074778835],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008870919,0.001398538,0.0018559033,0.0008683474,0.00036695157,0.000254436,0.0015109067,0.0014664626,0.4561937],"category_scores_gemma":[0.00042565473,0.0017294837,0.0010971392,0.00395562,0.0003766102,0.0007588874,0.0018329198,0.0019021174,0.004989279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017135628,0.00025230652,0.00348592,0.00042969696,0.0012154173,0.16457626,0.00020834667,0.00006419311,0.000114723094,0.00016600064,0.7536164,0.0756994],"study_design_scores_gemma":[0.0010519717,0.00008366535,0.0012120035,0.00064665684,0.001069931,0.005759195,0.0021042952,0.000009008334,0.00010091366,0.000017972927,0.9862337,0.0017106627],"about_ca_topic_score_codex":0.0011378108,"about_ca_topic_score_gemma":0.002213529,"teacher_disagreement_score":0.4512044,"about_ca_system_score_codex":0.0033096892,"about_ca_system_score_gemma":0.005474101,"threshold_uncertainty_score":0.9998765},"labels":[],"label_agreement":null},{"id":"W7015568964","doi":"","title":"Submicron Polymer Emulsion Inside Twin Screw Extruder","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plastics extrusion; Extrusion; Dispersion (optics); Viscosity; Emulsion; Polymer; Phase inversion; Rheology; Polyester","score_opus":0.010246803761600818,"score_gpt":0.2059645017654592,"score_spread":0.19571769800385838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015568964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054046985,0.0017403385,0.0024189975,0.00011428961,0.0019066266,0.00035277134,0.00006494972,0.0008302996,0.9385247],"genre_scores_gemma":[0.019501815,0.00026868534,0.0001817774,0.000054998723,0.00013317163,0.0000022275667,0.000534362,0.00011424908,0.9792087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983417,0.000050695216,0.0002660867,0.00061162625,0.00021952155,0.0005103781],"domain_scores_gemma":[0.9992353,0.00009680303,0.00013848729,0.0003228966,0.00008663002,0.00011994044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004973218,0.0004744188,0.00049879507,0.0002993173,0.00021466239,0.00002665892,0.000431132,0.00069623254,0.024670323],"category_scores_gemma":[0.00002907325,0.0005404734,0.00023298345,0.0005758151,0.00006918734,0.00015526728,0.0002003409,0.00067520357,0.0008354527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032107558,0.00048902596,0.006386328,0.0028904073,0.0040887455,0.003093684,0.011595619,0.0020287645,0.41243285,0.07728683,0.026172208,0.45032477],"study_design_scores_gemma":[0.015637696,0.0006965467,0.030716574,0.0055617723,0.0042608357,0.00008140725,0.05609873,0.08793205,0.13580325,0.0011439098,0.64864135,0.0134258475],"about_ca_topic_score_codex":0.00022492318,"about_ca_topic_score_gemma":0.0013931235,"teacher_disagreement_score":0.6224692,"about_ca_system_score_codex":0.0001929586,"about_ca_system_score_gemma":0.000038407597,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W7015585357","doi":"","title":"Three Essays on Continuity of Care in Canada: From Predictions to Decisions","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Inefficiency; Leverage (statistics); Prognostics; Set (abstract data type); Analytics; Acute care; Quality (philosophy); Healthcare delivery","score_opus":0.01609667440237791,"score_gpt":0.23886682627738937,"score_spread":0.22277015187501145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015585357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14885646,0.00021182025,0.00006313348,0.000098497854,0.0005746642,0.0009207724,0.0011621608,0.000039319035,0.8480732],"genre_scores_gemma":[0.81451535,0.000056780038,0.00013192109,0.0001278878,0.000068518486,0.000012398862,0.0035683794,0.000055043973,0.18146373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839157,0.000041659714,0.00026308387,0.0004906756,0.0005667153,0.0002463127],"domain_scores_gemma":[0.9989962,0.00011741235,0.00014925266,0.00045901444,0.00010365926,0.00017446288],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030208263,0.00025849472,0.0004961543,0.0003657802,0.00008887315,0.0000127085705,0.00033382236,0.000098257915,0.10276315],"category_scores_gemma":[0.000039754483,0.00030641007,0.00013115973,0.00070449576,0.000019951605,0.000060190945,0.00014807803,0.00037889104,0.000012376277],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015065145,0.0010400007,0.09790611,0.0016093561,0.0018032296,0.0043885475,0.0078583555,0.0078645935,0.00009332627,0.0145408325,0.051636238,0.79619426],"study_design_scores_gemma":[0.00439899,0.00059452344,0.42077386,0.0016536803,0.0010591447,7.7707745e-7,0.1486176,0.000117520896,0.000056560297,0.00022126359,0.4219772,0.0005288871],"about_ca_topic_score_codex":0.6928187,"about_ca_topic_score_gemma":0.9951381,"teacher_disagreement_score":0.7956654,"about_ca_system_score_codex":0.0028252546,"about_ca_system_score_gemma":0.0026104585,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W7015614088","doi":"","title":"Strengthening Public and Patient Engagement in Health Technology Assessment in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Health technology; Public engagement; eHealth; Digital health; Technology assessment; Health care; Health information technology","score_opus":0.15106232826559762,"score_gpt":0.32045226238343244,"score_spread":0.16938993411783482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015614088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032905855,0.0011616377,0.0011903848,0.013773953,0.0003508812,0.0011398419,0.00007284142,0.00010182396,0.9789181],"genre_scores_gemma":[0.0379302,0.00026499812,0.007516185,0.002878447,0.00006712466,0.000022329983,0.000052601783,0.00022309167,0.95104504],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99622566,0.00050349336,0.0018650559,0.0007866104,0.00008224037,0.00053695706],"domain_scores_gemma":[0.99732304,0.00014985417,0.0019463926,0.00041026642,0.0000131407705,0.00015731742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003237347,0.0002984424,0.0011471751,0.0020428484,0.00008107863,0.000056468343,0.00031466992,0.00035753113,0.059398223],"category_scores_gemma":[0.00012101036,0.00043299262,0.000055187233,0.0004085719,0.00007288377,0.0001597051,0.00025302137,0.00071809563,0.0002253867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014998057,0.0003305559,0.5941979,0.0009139229,0.00016692122,0.00002885533,0.004131271,0.00013003433,1.6676478e-7,0.27053922,0.062364202,0.067181885],"study_design_scores_gemma":[0.0011137486,0.00011066222,0.007414633,0.00039918371,0.0000024415872,0.0000012906809,0.0038841334,0.00030735056,5.075734e-8,0.0005727738,0.98585546,0.00033826588],"about_ca_topic_score_codex":0.076583974,"about_ca_topic_score_gemma":0.53592134,"teacher_disagreement_score":0.92349124,"about_ca_system_score_codex":0.0032401423,"about_ca_system_score_gemma":0.00047612935,"threshold_uncertainty_score":0.9998122},"labels":[],"label_agreement":null},{"id":"W7015619481","doi":"","title":"Syrian Newcomer Objects: A Study in Material Culture and Forced Migration","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Narrative; Meaning (existential); Ethnography; Forced migration; Subject (documents); Value (mathematics)","score_opus":0.01896485526076114,"score_gpt":0.266729753380329,"score_spread":0.24776489811956787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015619481","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7989435,0.000021269498,0.0000065180075,0.00010934822,0.0008446535,0.0010200309,0.000050199254,0.00013723609,0.19886725],"genre_scores_gemma":[0.4283565,0.00007639259,0.000038627415,0.00001690054,0.0001320583,0.0000056936124,0.00052683783,0.0000229657,0.570824],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981603,0.00030671025,0.0002532104,0.00048474365,0.0005076445,0.00028740402],"domain_scores_gemma":[0.99936974,0.000045683282,0.0001756583,0.00013094311,0.00017145998,0.000106502164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027184843,0.00024827212,0.0002964887,0.0003974521,0.00038038738,0.0002825819,0.0003086618,0.0003415206,0.009036595],"category_scores_gemma":[0.000046087265,0.00029675287,0.00007698265,0.0010989936,0.00007040797,0.0006904918,0.000032652875,0.00021564068,0.00004943942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016927696,0.00085604243,0.12209192,0.00044957089,0.00047133208,0.00045903708,0.7933998,0.00010355042,0.0006429473,0.028033238,0.0031538869,0.04864588],"study_design_scores_gemma":[0.0019324821,0.00020178493,0.17446187,0.00017241255,0.00024303216,4.5694793e-7,0.6858729,0.000021573962,0.0000610599,0.00093465723,0.13536906,0.0007287214],"about_ca_topic_score_codex":0.03937528,"about_ca_topic_score_gemma":0.8826146,"teacher_disagreement_score":0.84323937,"about_ca_system_score_codex":0.00033559924,"about_ca_system_score_gemma":0.00025948763,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W7015661778","doi":"","title":"Toward a Unification of Arts Applications for Health","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Haifa; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Universiteit van Amsterdam; Emory University","keywords":"The arts; Unification; Set (abstract data type); Inclusion (mineral); Mental health; Promotion (chess); Health promotion; Health care","score_opus":0.04979749171898571,"score_gpt":0.2743798913145857,"score_spread":0.22458239959559997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015661778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058516295,0.0009425926,0.0010071157,0.0006716667,0.000730352,0.0017716261,0.0004767967,0.00011790539,0.9936968],"genre_scores_gemma":[0.023435438,0.00020774336,0.0002143,0.000162584,0.00026413865,0.000026706994,0.0014322773,0.000039829152,0.974217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916255,0.000024779234,0.0002369853,0.00027618447,0.00011294901,0.00018652572],"domain_scores_gemma":[0.99940616,0.000029406767,0.00023420918,0.00015408457,0.000100077064,0.00007604769],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000073987096,0.00016870127,0.00025611508,0.00016161142,0.00025319116,0.00003538936,0.00017832946,0.00008616346,0.018662771],"category_scores_gemma":[9.129056e-7,0.00017929694,0.00014334088,0.000083676336,0.0000582853,0.00010475301,0.00001486186,0.00012972945,0.000064961176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002090535,0.000096477765,0.0000016680984,0.0028927256,0.000089442365,0.0000010105756,0.04373164,0.0000017848602,0.000030984247,0.59720165,0.0053227907,0.35042077],"study_design_scores_gemma":[0.00024077906,0.00016001478,0.000006812525,0.00021324077,0.00006411201,3.273775e-7,0.036374662,0.000016549167,0.00009919339,0.0016796489,0.96100193,0.00014272793],"about_ca_topic_score_codex":0.00022556768,"about_ca_topic_score_gemma":0.004848191,"teacher_disagreement_score":0.9556791,"about_ca_system_score_codex":0.00015061567,"about_ca_system_score_gemma":0.00020746446,"threshold_uncertainty_score":0.9822343},"labels":[],"label_agreement":null},{"id":"W7015753357","doi":"","title":"Strengths, weaknesses, and opportunities: three tales demonstrating the use, usefulness, and limitations of Canadian post-market data of adverse drug reactions in real-world settings","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CVAR; Drug reaction; Pharmacovigilance; Adverse effect; Disease; Clinical trial; Risk assessment; Drug","score_opus":0.19301226571888194,"score_gpt":0.3451411232064986,"score_spread":0.15212885748761665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015753357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35636806,0.00049958954,0.0000060330767,0.0019287496,0.0007469393,0.0010507778,0.0052802702,0.000057399888,0.6340622],"genre_scores_gemma":[0.6465935,0.019782217,0.00026512786,0.0004948748,0.00007130828,0.000013168752,0.0033395991,0.000048739083,0.32939145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832886,0.00031940857,0.0004605288,0.00043968615,0.00012981503,0.00032167035],"domain_scores_gemma":[0.9962172,0.002550949,0.00047399872,0.0003586349,0.0002054265,0.00019377368],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032199975,0.00030975338,0.00040749754,0.0010498215,0.00041107953,0.000021597469,0.0004770075,0.00026774933,0.0024169912],"category_scores_gemma":[0.00023585223,0.0003215585,0.00006768395,0.000962157,0.0002853293,0.0007328467,0.00014747969,0.0008981482,0.0000010837281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021856828,0.0009564885,0.07364805,0.005085881,0.0034975153,0.0007313191,0.012797922,0.0020546177,0.0050661094,0.037967622,0.044539485,0.8114693],"study_design_scores_gemma":[0.0009235971,0.000016900836,0.0131287975,0.0004950296,0.0008368501,0.0000062095864,0.03476441,0.0018984195,0.0003416501,0.000042018008,0.9472324,0.00031368094],"about_ca_topic_score_codex":0.06602833,"about_ca_topic_score_gemma":0.8471219,"teacher_disagreement_score":0.902693,"about_ca_system_score_codex":0.000097986376,"about_ca_system_score_gemma":0.0010591615,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W7015760443","doi":"","title":"Unprofessional, Dishonorable, and Disgraceful: Sanism and the Ontario Social Work Regulator","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social work; Ideology; Context (archaeology); Social order; Social policy; Mental health; Social issues; Declaration; Social change; Duty","score_opus":0.020852538323724946,"score_gpt":0.2600754439309698,"score_spread":0.23922290560724488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015760443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3153727,0.00011914787,0.000004874252,0.0044371556,0.0011073818,0.0008141122,0.000013097128,0.0001170211,0.6780145],"genre_scores_gemma":[0.059966948,0.00008158335,0.000027115104,0.000031900894,0.00015871256,0.0000031977174,0.00008895022,0.000021364987,0.93962026],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843866,0.0003427895,0.00016098368,0.00041853831,0.00036920555,0.00026981658],"domain_scores_gemma":[0.9993063,0.00021697363,0.00016578601,0.0001309037,0.0000735838,0.000106404426],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002987763,0.00020167948,0.000287602,0.00006299354,0.0021454487,0.00024090224,0.00025827458,0.0003271887,0.012770645],"category_scores_gemma":[0.000024479954,0.00014659119,0.00010802295,0.00052095414,0.0009760835,0.00025771017,0.00010189251,0.0003305065,0.000023025696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019254222,0.00012165975,0.019015735,0.00021150552,0.00035054368,0.000043072836,0.35754383,0.00000412889,0.000005536529,0.30345637,0.0096163275,0.30770588],"study_design_scores_gemma":[0.0013775476,0.000014858381,0.100663155,0.00013226336,0.00023906487,3.0449294e-7,0.16143799,0.0000035549388,0.0000026482628,0.013659418,0.7221106,0.00035856708],"about_ca_topic_score_codex":0.039515715,"about_ca_topic_score_gemma":0.5574984,"teacher_disagreement_score":0.7124943,"about_ca_system_score_codex":0.00019504737,"about_ca_system_score_gemma":0.00023735994,"threshold_uncertainty_score":0.9991536},"labels":[],"label_agreement":null},{"id":"W7015780234","doi":"","title":"Understanding the assessment of language comprehension in children with severe motor and speech impairments due to cerebral palsy","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cerebral palsy; Comprehension; Test (biology); Construct (python library); Language disorder; Construct validity; Adaptation (eye); Empirical research","score_opus":0.016264954468979534,"score_gpt":0.24754594788905054,"score_spread":0.23128099342007102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015780234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8986588,0.00006897479,0.000087640874,0.0001293817,0.00006677093,0.0014624306,0.00005866772,0.000023242694,0.0994441],"genre_scores_gemma":[0.89087486,0.000032323063,0.00041034826,0.00024065252,0.000019448897,0.000004385924,0.000527011,0.000039731854,0.10785126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872035,0.000094811636,0.00018997255,0.0003747839,0.00038058212,0.00023951392],"domain_scores_gemma":[0.99945325,0.000032056945,0.00015679737,0.00023201165,0.000027777,0.00009809924],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009490516,0.00025862988,0.00042282158,0.00025624927,0.00012684209,0.000019144472,0.00016505517,0.00010393021,0.01662363],"category_scores_gemma":[0.0000038996877,0.00020959505,0.00008023083,0.00045738733,0.00003818094,0.00008100672,0.00012542614,0.0003690677,0.0000014576708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025223503,0.000568718,0.9477981,0.00078728766,0.00095788884,0.0004964405,0.008378892,0.00026405507,0.00091626437,0.00094672997,0.0005216321,0.035841696],"study_design_scores_gemma":[0.0058021145,0.0011321502,0.88229275,0.00058042916,0.0004236918,0.000072619696,0.106659465,0.00010474472,0.00006217111,0.00003798975,0.0024305007,0.0004013672],"about_ca_topic_score_codex":0.000717803,"about_ca_topic_score_gemma":0.0038071757,"teacher_disagreement_score":0.09828057,"about_ca_system_score_codex":0.00035352932,"about_ca_system_score_gemma":0.00011951143,"threshold_uncertainty_score":0.9842753},"labels":[],"label_agreement":null},{"id":"W7015846029","doi":"","title":"WHEN GLOBAL IDEAS COLLIDE WITH DOMESTIC INTERESTS: THE POLITICS OF SECONDARY EDUCATION GOVERNANCE IN ARGENTINA, CHILE AND COLOMBIA","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; McMaster University; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Inter-American Development Bank","keywords":"Nucleofection; TSG101; Hyporeflexia; Articular cartilage damage; Pretext; Subpoena","score_opus":0.0054967990665412735,"score_gpt":0.24519166122762964,"score_spread":0.23969486216108837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015846029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29039407,0.00064732955,0.0000022290376,0.0009368685,0.00044399005,0.0003230147,0.00012321866,0.000009782472,0.7071195],"genre_scores_gemma":[0.41259947,0.00035509566,0.000060029794,0.00012620672,0.00011600012,0.0000024986307,0.000046104196,0.000010005318,0.5866846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901325,0.00008414044,0.0001676392,0.00021794926,0.00025447577,0.00026255715],"domain_scores_gemma":[0.9992748,0.000053219974,0.0002870353,0.00013292371,0.00015027696,0.00010175797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008764581,0.00015702458,0.00020030976,0.00004218688,0.00028102705,0.000046710025,0.0003037716,0.00015179883,0.0057329778],"category_scores_gemma":[0.000034583634,0.000107828695,0.000047905112,0.00034019968,0.00032637044,0.00018840245,0.00004455516,0.00014187016,0.000007798085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036605084,0.00035147447,0.037305087,0.00045751472,0.000165667,0.000019921237,0.01955882,0.0000059038875,0.000011119805,0.7556396,0.012036117,0.17408268],"study_design_scores_gemma":[0.00060511834,0.00008490513,0.14748786,0.00079452386,0.00008098039,0.000006368522,0.07056112,0.0000011409184,0.000010879959,0.017804548,0.76228744,0.00027510614],"about_ca_topic_score_codex":0.021592785,"about_ca_topic_score_gemma":0.088268496,"teacher_disagreement_score":0.75025135,"about_ca_system_score_codex":0.0005747834,"about_ca_system_score_gemma":0.0018610051,"threshold_uncertainty_score":0.9951759},"labels":[],"label_agreement":null},{"id":"W7015926183","doi":"","title":"What is the Effect of Vitamin Supplements in Healthy Adults Beyond Placebo Effect? A Systematic Review of Randomized Trials","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Placebo; Randomized controlled trial; Nocebo Effect; Vitamin; Clinical trial; Vitamin D and neurology; Systematic review","score_opus":0.01874333714329837,"score_gpt":0.28909824527419137,"score_spread":0.270354908130893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015926183","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004712389,0.5606266,0.00003708904,0.00079418864,0.0058966936,0.14203556,0.0048420895,0.000319905,0.28073546],"genre_scores_gemma":[0.023615282,0.38440558,0.00014924108,0.0006108708,0.00046100872,0.0017099594,0.0019768751,0.0016090253,0.58546215],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9567436,0.032438595,0.0053736917,0.0014023772,0.0031448652,0.0008968834],"domain_scores_gemma":[0.9719432,0.018255286,0.00708751,0.0018488822,0.00063169916,0.00023341352],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.04760678,0.0014880751,0.018162081,0.0016945506,0.00007966807,0.00013886645,0.0016761307,0.00068838976,0.02337711],"category_scores_gemma":[0.007101533,0.0009477306,0.0040486287,0.003571893,0.00042440675,0.0005271008,0.0008072902,0.0011400037,0.0004635603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14717282,0.00007548763,0.00003916644,0.8323095,0.004188709,0.00028170252,0.0005721026,0.0000027628664,0.000019278383,0.00003146142,0.011235601,0.0040714396],"study_design_scores_gemma":[0.17484286,0.0016824414,9.063719e-7,0.77981335,0.024653958,0.000045698664,0.00054553594,0.000032115477,0.00059461757,0.000009145086,0.017117966,0.00066136714],"about_ca_topic_score_codex":0.0008172711,"about_ca_topic_score_gemma":0.00041729547,"teacher_disagreement_score":0.3047267,"about_ca_system_score_codex":0.0018506686,"about_ca_system_score_gemma":0.0010132078,"threshold_uncertainty_score":0.99978685},"labels":[],"label_agreement":null},{"id":"W7017146404","doi":"","title":"ANALYSIS OF TRAVEL BEHAVIOR OF MILLENNIALS AND OLDER ADULTS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Travel behavior; Perception; Exploratory research; Travel survey; Mode choice; Consumer behaviour; Exploratory analysis; Exploratory factor analysis","score_opus":0.02709163008026015,"score_gpt":0.31549063584702897,"score_spread":0.2883990057667688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017146404","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91282684,0.00020137522,0.000012996699,0.000025487023,0.0005062372,0.000882995,0.00038464073,0.00006253721,0.0850969],"genre_scores_gemma":[0.37231112,0.00043558658,0.0000651113,0.000012646065,0.000034224668,0.000009287339,0.00031926157,0.000052431682,0.6267603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979561,0.00025347908,0.00061746244,0.0004968489,0.000319184,0.0003569429],"domain_scores_gemma":[0.9979354,0.0003982232,0.00081613153,0.00033730862,0.00041993326,0.000093008784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015647082,0.0003163236,0.0011632579,0.0009527066,0.00024125764,0.0000035218343,0.00028797836,0.00047912673,0.018405871],"category_scores_gemma":[0.000061319464,0.00033072487,0.00028897254,0.0016144463,0.00009315555,0.00008004985,0.00015818972,0.00040545964,0.000023226767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003979022,0.00026426557,0.7981848,0.0058414284,0.004997185,0.000060735536,0.079623014,0.0000077623,0.00050747866,0.0001204018,0.001398413,0.108596586],"study_design_scores_gemma":[0.0011484352,0.000057869467,0.8774174,0.0015756516,0.0053515243,8.1972004e-8,0.11269629,0.000023652998,0.00009646352,0.000003080751,0.0013795568,0.00025002813],"about_ca_topic_score_codex":0.002511703,"about_ca_topic_score_gemma":0.04631359,"teacher_disagreement_score":0.5416634,"about_ca_system_score_codex":0.00008407467,"about_ca_system_score_gemma":0.00012464856,"threshold_uncertainty_score":0.99991447},"labels":[],"label_agreement":null},{"id":"W7017175885","doi":"","title":"Ascorbate Transport in Coronary Artery","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Tubulopathy; Transfection; Skeletal muscle; Brachial artery; Nucleofection","score_opus":0.014777260744526547,"score_gpt":0.23845019618201554,"score_spread":0.223672935437489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017175885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43887094,0.00021370791,0.000026311101,0.000115422445,0.00093943573,0.00045221826,0.000046821464,0.00010512466,0.55923],"genre_scores_gemma":[0.4275594,0.00006846777,0.00007173821,0.000050609742,0.000064092965,0.0000011299527,0.00039582347,0.000059784383,0.57172894],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99799836,0.00009730376,0.00028112697,0.0006258367,0.00041455537,0.00058281765],"domain_scores_gemma":[0.9993678,0.00003369099,0.00011971595,0.0002684551,0.00006815142,0.00014219462],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090094254,0.00038449047,0.0004457042,0.0004951039,0.00010865753,0.00003843454,0.0004916794,0.00046009276,0.043067522],"category_scores_gemma":[0.000005628889,0.00045373102,0.00020774978,0.00071928505,0.00006844343,0.0003395542,0.000027129256,0.0007664062,0.00025750347],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004717761,0.000666863,0.03323706,0.0016223039,0.00020707982,0.009142715,0.005167744,0.00021518792,0.004347347,0.00049532106,0.0005702097,0.9396104],"study_design_scores_gemma":[0.009081875,0.0007941617,0.5163857,0.0043040444,0.000375185,0.000085657644,0.0194201,0.000088720284,0.0044562733,0.0006588139,0.44209224,0.0022572542],"about_ca_topic_score_codex":0.00040831874,"about_ca_topic_score_gemma":0.0076982747,"teacher_disagreement_score":0.93735313,"about_ca_system_score_codex":0.00044185796,"about_ca_system_score_gemma":0.00017677173,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W7017210310","doi":"","title":"Algebraic Enhancements for Systolic Arrays","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Deep learning; Workload; Field (mathematics); Systolic array; Point (geometry); Inference; Class (philosophy); Algebraic number; Range (aeronautics)","score_opus":0.013283652622630152,"score_gpt":0.23422150401054284,"score_spread":0.2209378513879127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017210310","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010748948,0.00025128512,0.669681,0.00006105648,0.0009770881,0.00040549017,0.000008907192,0.0007372198,0.32777047],"genre_scores_gemma":[0.0029172592,0.00006696248,0.06552826,0.00009739171,0.00011108034,0.000009369635,0.0002028841,0.00004551218,0.9310213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983763,0.000052064992,0.00023243568,0.00074934115,0.00023743157,0.00035239363],"domain_scores_gemma":[0.99907345,0.00005039937,0.00019191267,0.00043437633,0.00015070013,0.00009915485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101038466,0.00033564575,0.0003217717,0.00036134923,0.00019108994,0.0002678964,0.0013186437,0.00026997557,0.0018783907],"category_scores_gemma":[0.000010664255,0.00038074685,0.00021409428,0.0006965416,0.00001819312,0.00030308354,0.0001677893,0.00024237389,0.00013593728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120172524,0.00013795396,0.000013311362,0.0016895725,0.00043165372,0.00011690603,0.003411103,0.0011792057,0.0004939546,0.17721894,0.039876517,0.7753107],"study_design_scores_gemma":[0.0006756368,0.00021381446,0.000019996753,0.0008552901,0.00015761018,0.0000063042603,0.0004875941,0.075536035,0.004303196,0.0041399724,0.91261274,0.0009918294],"about_ca_topic_score_codex":0.000021044272,"about_ca_topic_score_gemma":0.00005457627,"teacher_disagreement_score":0.8727362,"about_ca_system_score_codex":0.00016694037,"about_ca_system_score_gemma":0.00015962371,"threshold_uncertainty_score":0.99986446},"labels":[],"label_agreement":null},{"id":"W7017497737","doi":"","title":"Addressing Housing Challenges Faced by People with HIV in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Human immunodeficiency virus (HIV); Stakeholder; Context (archaeology); Qualitative research","score_opus":0.02928767007905675,"score_gpt":0.20231372325421498,"score_spread":0.17302605317515823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017497737","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004957965,0.000805336,0.00044560598,0.00010071092,0.00011735439,0.00057704496,0.00010287719,0.00060795614,0.9967473],"genre_scores_gemma":[0.0020890601,0.00004960325,0.0009956784,0.00004169957,0.00007692532,0.0000017651778,0.00010257715,0.0014314447,0.99521124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968932,0.00030095415,0.00023041805,0.001183448,0.0005250506,0.00086690375],"domain_scores_gemma":[0.99843156,0.000046963047,0.000500176,0.00072133914,0.000060113085,0.00023986548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013015632,0.0008652931,0.0009845103,0.001095803,0.000108876266,0.000114496615,0.0007769389,0.00064902153,0.2099429],"category_scores_gemma":[0.0000071201957,0.0009280988,0.00012233533,0.0008598422,0.00017248857,0.00026587487,0.0003169183,0.00090641464,0.0020251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014712681,0.0008130997,0.050288357,0.0010629639,0.0012646533,0.0014365352,0.009309925,0.00053282134,0.00047939125,0.0023481138,0.846414,0.084578834],"study_design_scores_gemma":[0.0030953276,0.000086949425,0.0009900423,0.0017697496,0.00016958857,0.000009095553,0.0021554304,0.000033464392,0.000021649044,0.0000070793776,0.99053407,0.0011275389],"about_ca_topic_score_codex":0.08824309,"about_ca_topic_score_gemma":0.9525496,"teacher_disagreement_score":0.8643065,"about_ca_system_score_codex":0.0018038233,"about_ca_system_score_gemma":0.0003433815,"threshold_uncertainty_score":0.99931693},"labels":[],"label_agreement":null},{"id":"W7017518619","doi":"","title":"ARCHAEAN SEDIMENTATION: ALLUVIAL FAN AND TURBIDITE DEPOSITS, LITTLE VERMILION LAKE, NORTHWESTERN ONTARIO","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conglomerate; Sedimentary rock; Alluvial fan; Facies; Turbidite; Archean; Clastic rock; Volcanic rock; Petrography; Sedimentary structures; SLATES","score_opus":0.01334788894984404,"score_gpt":0.20312737753032634,"score_spread":0.1897794885804823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017518619","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019488448,0.0006786636,0.00009498839,0.000045777226,0.00088411703,0.0006863476,0.00060559553,0.0007706794,0.994285],"genre_scores_gemma":[0.0011364801,0.00005503442,0.0005703411,0.00009046381,0.00048660295,0.0000023603914,0.00052708865,0.0010777187,0.99605393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972785,0.00015517203,0.0002673477,0.0011890491,0.0005290078,0.0005808921],"domain_scores_gemma":[0.9987982,0.000027120172,0.00025143014,0.000528425,0.00004576433,0.00034909297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007735166,0.0007666775,0.0005654419,0.0009323526,0.000110201,0.0001972154,0.00048484773,0.00049340795,0.17870022],"category_scores_gemma":[0.0000016919846,0.0008785688,0.00020185593,0.00079307455,0.00025155453,0.00029955668,0.0006138422,0.0006869832,0.007534447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001312851,0.00044168282,0.03123384,0.0018297959,0.003251999,0.009432112,0.016473083,0.00002707766,0.0004451399,0.0020651198,0.78629124,0.14719605],"study_design_scores_gemma":[0.001512237,0.00014532734,0.0012181449,0.00067581097,0.0006066568,0.00007041951,0.00055144704,0.000009679949,0.000075427844,0.000035009525,0.9942475,0.0008523273],"about_ca_topic_score_codex":0.022724878,"about_ca_topic_score_gemma":0.8897354,"teacher_disagreement_score":0.86701053,"about_ca_system_score_codex":0.000589272,"about_ca_system_score_gemma":0.00020345091,"threshold_uncertainty_score":0.9993665},"labels":[],"label_agreement":null},{"id":"W7017549007","doi":"","title":"Assessing Health Risk Areas and Activity-Travel Behaviour of Carer-Employees","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Intervention (counseling); Independence (probability theory); Work (physics); Population; Task (project management); Population health; Health care","score_opus":0.017612913210747243,"score_gpt":0.27529300911040044,"score_spread":0.2576800958996532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017549007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9174164,0.00084496575,0.00088900316,0.00003719866,0.00029294644,0.00045499075,0.00021609565,0.000011965651,0.079836436],"genre_scores_gemma":[0.85029906,0.0017353557,0.0005772118,0.000025932999,0.0000744961,8.3831566e-7,0.0007791894,0.000037870286,0.14647001],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855614,0.00012567101,0.00023659939,0.00040109776,0.0003286606,0.0003518547],"domain_scores_gemma":[0.99891454,0.000023317569,0.00038252116,0.00030188318,0.00016796825,0.00020977885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017062231,0.0002668393,0.00038247247,0.00015163513,0.000120751574,0.00006220438,0.00030440994,0.0004480554,0.0007395781],"category_scores_gemma":[0.00004447,0.00027546473,0.0001329022,0.00014443907,0.00012472634,0.000016523076,0.00016600704,0.00031789413,0.000006835367],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036528436,0.00024598278,0.040847912,0.0015675207,0.00032470803,0.000010783351,0.0014238138,0.000005587104,0.037408672,0.000032672633,0.00052574766,0.91724133],"study_design_scores_gemma":[0.006015124,0.00529276,0.5653425,0.0015712412,0.00074747135,0.000022428243,0.10513273,0.00045153272,0.15482032,0.000088470435,0.15780728,0.0027081522],"about_ca_topic_score_codex":0.0007547025,"about_ca_topic_score_gemma":0.0010636748,"teacher_disagreement_score":0.91453314,"about_ca_system_score_codex":0.000050672377,"about_ca_system_score_gemma":0.0004582126,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W7017551267","doi":"","title":"Assessing the Robustness of Meta-Analysis for the Fixed-Effect Model","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Normality; Sample size determination; Robustness (evolution); Type I and type II errors; Monte Carlo method; Outcome (game theory); Statistical power; Null hypothesis; Statistical hypothesis testing; Variable (mathematics)","score_opus":0.5420709849783156,"score_gpt":0.4510227590550158,"score_spread":0.09104822592329981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017551267","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001537996,0.0031296406,0.60250324,0.00058197527,0.0005068695,0.0028370942,0.00016692227,0.00001077426,0.38872546],"genre_scores_gemma":[0.040605992,0.000017874358,0.0020501015,0.00006261225,0.000036701393,0.000028412727,0.0000940853,0.00001828813,0.9570859],"study_design_codex":"simulation_or_modeling","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9843847,0.007045289,0.0038600725,0.0011970237,0.0032172112,0.0002957096],"domain_scores_gemma":[0.97355473,0.0141917365,0.0063969297,0.0040439204,0.0017417207,0.00007098459],"candidate_categories":["metaresearch","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03358976,0.0006023929,0.0070027052,0.0007751245,0.0005703417,0.0012380059,0.004911198,0.00028077743,0.13437216],"category_scores_gemma":[0.0037589697,0.00022706616,0.016396556,0.0055053807,0.000074614414,0.00037415596,0.00019792245,0.0003324088,0.00003791274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077021665,0.00005479806,0.0003922496,0.00053879665,0.26284325,0.0000034412044,0.00066802476,0.59443915,0.0000109878365,0.0039474145,0.015925018,0.12109984],"study_design_scores_gemma":[0.00017448419,0.00001883429,0.00019242267,0.000020222018,0.47484064,3.219274e-7,0.006017597,0.41607463,0.000036433637,0.00031278314,0.102073394,0.00023823263],"about_ca_topic_score_codex":0.00004755023,"about_ca_topic_score_gemma":0.0012815725,"teacher_disagreement_score":0.60045314,"about_ca_system_score_codex":0.000056567973,"about_ca_system_score_gemma":0.0002247988,"threshold_uncertainty_score":0.99979883},"labels":[],"label_agreement":null},{"id":"W7017645606","doi":"","title":"Battery Electric Bus Transit Planning: Operations Research, Applied Mathematical Modelling, and Advanced Optimization Techniques","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Energy consumption; Power (physics); Work (physics); Energy (signal processing); Electric power system; Production (economics)","score_opus":0.012810710568354111,"score_gpt":0.22556004564812887,"score_spread":0.21274933507977475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017645606","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015939454,0.0015298963,0.35186937,0.00003914846,0.00015899488,0.00092214555,0.000020695086,0.0009118027,0.62860847],"genre_scores_gemma":[0.42213002,0.003392777,0.09469018,0.000076177435,0.00054378057,0.000061143655,0.0013994726,0.0006790716,0.4770274],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987521,0.000031107404,0.00021220674,0.0003901019,0.00025024364,0.00036421616],"domain_scores_gemma":[0.9995898,0.000034836365,0.000019618643,0.00016822763,0.00008795283,0.00009956685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008029207,0.00030939508,0.00029466779,0.0005132607,0.00017442957,0.00014975626,0.0002125755,0.00042385538,0.0030959605],"category_scores_gemma":[0.0000029160508,0.00033799896,0.00005985826,0.0008793112,0.000025720481,0.00019672427,0.00002355905,0.00089508423,0.000015851072],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048804646,0.000012801506,8.090292e-7,0.00063715974,0.00008894739,0.000035163896,0.001342317,0.91761327,0.0025115875,0.0021210667,0.00050253177,0.07508555],"study_design_scores_gemma":[0.0002711578,0.000087241744,0.0000050272624,0.00044166873,0.00014643614,0.000011559568,0.0017250982,0.97151285,0.006331892,0.0010398765,0.017906921,0.0005202811],"about_ca_topic_score_codex":0.000007844135,"about_ca_topic_score_gemma":0.00002225584,"teacher_disagreement_score":0.40619054,"about_ca_system_score_codex":0.00016771075,"about_ca_system_score_gemma":0.0000535081,"threshold_uncertainty_score":0.9999072},"labels":[],"label_agreement":null},{"id":"W7017698122","doi":"","title":"BRIDGING THE GAP: INCORPORATING EXERCISE EVIDENCE INTO CLINICAL PRACTICE IN BREAST CANCER CARE","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Physiotherapy Association","keywords":"Breast cancer; Health care; Psychological intervention; Health promotion; Intervention (counseling); Promotion (chess); Qualitative research; Clinical Practice; Focus group","score_opus":0.028638621949784924,"score_gpt":0.31911490631250566,"score_spread":0.2904762843627207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017698122","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20288028,0.022234878,0.00014013276,0.0053012343,0.0069620125,0.0027730048,0.00010764462,0.00028044256,0.7593204],"genre_scores_gemma":[0.6576406,0.0051913466,0.00079593156,0.0014103511,0.0023549644,0.000025276746,0.00032198918,0.00016985708,0.3320897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765444,0.00027193225,0.00046858564,0.0007314294,0.0005295288,0.00034405675],"domain_scores_gemma":[0.99774104,0.00026979565,0.0005235786,0.0005305754,0.0007535584,0.000181439],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003830278,0.00037988467,0.0006039736,0.00018864313,0.00021862065,0.00008243007,0.00045435334,0.0004330472,0.010108935],"category_scores_gemma":[0.00015760968,0.00033790912,0.0002520857,0.00095751026,0.00014728068,0.00049477804,0.0001504645,0.0010460884,0.000055907352],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029838262,0.0000626017,0.036440488,0.0009380716,0.000107534135,0.000496636,0.015650077,0.000006664494,0.000026145266,0.000039845116,0.0015862542,0.94166183],"study_design_scores_gemma":[0.0033843527,0.00039166046,0.07965242,0.027445577,0.0030687375,0.000097297365,0.38061336,0.00025369247,0.00021079039,0.000044160344,0.50344807,0.0013898959],"about_ca_topic_score_codex":0.014119502,"about_ca_topic_score_gemma":0.09251803,"teacher_disagreement_score":0.940272,"about_ca_system_score_codex":0.00066707865,"about_ca_system_score_gemma":0.0010304716,"threshold_uncertainty_score":0.9999073},"labels":[],"label_agreement":null},{"id":"W7017727131","doi":"","title":"Brain Fog in Veterans with Pain Symptoms","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Government of Canada","keywords":"Chronic pain; Quality of life (healthcare); Mental health; Exploratory research; Pain catastrophizing; Confidence interval; Activities of daily living","score_opus":0.006958962615836387,"score_gpt":0.21304989025793822,"score_spread":0.20609092764210182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017727131","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4010866,0.00028598646,0.008995342,0.0066985865,0.00016809323,0.0007290396,0.000006173538,0.0002927258,0.58173746],"genre_scores_gemma":[0.72625893,0.000005618991,0.0005619841,0.0005004595,0.00005447872,0.0000012032452,0.000012298355,0.00002247514,0.27258253],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909365,0.00015956494,0.00010460047,0.000289438,0.00015228447,0.00020045375],"domain_scores_gemma":[0.99951035,0.00020343495,0.00001474267,0.00015009155,0.000023769957,0.00009761498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002537319,0.00013144061,0.00016690332,0.00022205037,0.000029928662,0.000025272757,0.00006954675,0.00008171477,0.014342217],"category_scores_gemma":[0.00002600909,0.00010660418,0.0000856704,0.00068290683,0.00007906835,0.00014716883,0.000022985572,0.0001950577,0.00006383302],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044091942,0.00013654697,0.029133659,0.0015988712,0.00012877685,0.00077586994,0.0020633703,0.00006528314,0.003017212,0.0033798404,0.0015582554,0.9577014],"study_design_scores_gemma":[0.0033866775,0.0016497927,0.052804463,0.002141678,0.0000836464,0.000022780676,0.003622919,0.005555578,0.00008414488,0.00013323287,0.9301366,0.00037845213],"about_ca_topic_score_codex":0.00008820628,"about_ca_topic_score_gemma":0.0002809413,"teacher_disagreement_score":0.95732296,"about_ca_system_score_codex":0.0001454779,"about_ca_system_score_gemma":0.000066459295,"threshold_uncertainty_score":0.9865588},"labels":[],"label_agreement":null},{"id":"W7017786004","doi":"","title":"Challenging Assumptions and Exploring New Applications of Social, Cognitive, and Evolutionary Theories of Voice Perception","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Attractiveness; Perception; Active listening; Set (abstract data type); Competence (human resources); Social perception; Impression formation; Social cognition; Physical attractiveness","score_opus":0.04066445287531745,"score_gpt":0.2953844796911302,"score_spread":0.25472002681581274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017786004","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44660175,0.0055664694,0.0010951408,0.00013286782,0.00063998887,0.0007206068,0.0002494971,0.0001238543,0.54486984],"genre_scores_gemma":[0.5427291,0.00042678596,0.00016215205,0.00000785028,0.00013269827,0.00002155324,0.00031188733,0.00003420118,0.45617378],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893945,0.000095704265,0.00023669637,0.0004424746,0.000117569696,0.00016809069],"domain_scores_gemma":[0.9994108,0.00009417157,0.00019335783,0.00012699727,0.00011276755,0.00006188792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006797649,0.00021480853,0.00029314164,0.00038621586,0.0002501766,0.000010897769,0.00012485092,0.000323758,0.022949437],"category_scores_gemma":[0.000003646001,0.00026602333,0.00009426689,0.00027606502,0.0002650219,0.00020107726,0.000054012587,0.00033058928,0.0000570446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010266699,0.0005364312,0.010112189,0.0015196478,0.0010227282,0.000033416618,0.08507534,0.0000033203419,0.0010109708,0.44221768,0.002203909,0.45523772],"study_design_scores_gemma":[0.0014098632,0.00021015535,0.70259464,0.0006047257,0.0016572757,0.000026041427,0.22340032,0.0000075431612,0.000015285888,0.007153177,0.062354565,0.00056643033],"about_ca_topic_score_codex":0.00009057295,"about_ca_topic_score_gemma":0.00019324504,"teacher_disagreement_score":0.6924824,"about_ca_system_score_codex":0.000044571385,"about_ca_system_score_gemma":0.000047085952,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W7017841669","doi":"","title":"Cardiovascular health and physical activity among individuals with spinal cord injury","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Neurotrauma Foundation; McMaster University; Rick Hansen Institute","keywords":"Spinal cord injury; Aerobic exercise; Cardiovascular health; Physical activity; Disease; Rehabilitation; Peripheral; Physical exercise","score_opus":0.013689755091948278,"score_gpt":0.22628288256302864,"score_spread":0.21259312747108036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017841669","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016696403,0.00046313248,0.0010903785,0.000039952614,0.00011253347,0.0011431886,0.00044083013,0.0006819584,0.9793316],"genre_scores_gemma":[0.019256659,0.000059586357,0.00058800797,0.000059302438,0.0004010032,0.0000030006493,0.00004482773,0.001111118,0.97847646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623597,0.0006836958,0.00013568139,0.0012867112,0.00085469126,0.0008032762],"domain_scores_gemma":[0.99773324,0.000027503778,0.00053023867,0.0010008877,0.000051258467,0.0006568475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023691711,0.00086596404,0.0015269113,0.0007591021,0.00019183713,0.00010783368,0.00057938445,0.00039485362,0.012409666],"category_scores_gemma":[0.000008971883,0.00086282333,0.00037203505,0.0010785644,0.0006991631,0.00027873323,0.00048256063,0.0007644579,0.00066054566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021107723,0.00035967524,0.015002633,0.00084239943,0.0042659384,0.00022149092,0.0002441099,0.000013227695,0.000013258541,0.00061144895,0.13757324,0.83874184],"study_design_scores_gemma":[0.0018068228,0.0017936933,0.004174327,0.00073342514,0.00058072415,0.000016386033,0.00030315286,0.000022008753,0.000014941806,0.000006471445,0.98960745,0.00094062317],"about_ca_topic_score_codex":0.0013803984,"about_ca_topic_score_gemma":0.0006109118,"teacher_disagreement_score":0.8520342,"about_ca_system_score_codex":0.00036663696,"about_ca_system_score_gemma":0.00027424647,"threshold_uncertainty_score":0.99938226},"labels":[],"label_agreement":null},{"id":"W7017846820","doi":"","title":"Comparative Effectiveness of OSCEs, Virtual OSCEs, and Traditional Written Testing Methods in Assessing Medical School Students’ Competencies: A Scoping Review Interim Report","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical school; Specialty; Interim; Intervention (counseling); Multiple choice; Accreditation; Educational measurement; MEDLINE; Virtual patient","score_opus":0.15084501350290547,"score_gpt":0.404004687789715,"score_spread":0.2531596742868095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017846820","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01853844,0.038999397,0.009140336,0.00005684716,0.001901832,0.008168526,0.0007654012,0.0005296162,0.9218996],"genre_scores_gemma":[0.13272874,0.06062909,0.45477644,0.0018917244,0.0039800033,0.0014059253,0.016775632,0.0049523595,0.32286006],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.98381263,0.0074859997,0.0020266867,0.0018273786,0.0041041058,0.00074321456],"domain_scores_gemma":[0.9900152,0.00488434,0.0027504845,0.0007212538,0.00095980865,0.00066888717],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012868625,0.0010078809,0.0037658217,0.0012993534,0.00036688946,0.00018481136,0.0015549612,0.0005080409,0.048460755],"category_scores_gemma":[0.0049637198,0.0011510823,0.00037783184,0.0036474622,0.00084997836,0.0009313085,0.002296985,0.0025939976,0.000015664868],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020024115,0.005878449,0.39534557,0.20915987,0.0074009015,0.05684896,0.0021091956,0.00062233757,0.006455173,0.00064342766,0.0046130186,0.3089207],"study_design_scores_gemma":[0.0067992746,0.0013434879,0.07430034,0.8330979,0.0025122017,0.0073091676,0.008330506,0.00055737246,0.00025216906,0.00006092619,0.062007252,0.0034294128],"about_ca_topic_score_codex":0.0010311895,"about_ca_topic_score_gemma":0.00050727266,"teacher_disagreement_score":0.623938,"about_ca_system_score_codex":0.0035558767,"about_ca_system_score_gemma":0.009050066,"threshold_uncertainty_score":0.99970704},"labels":[],"label_agreement":null},{"id":"W7017882059","doi":"","title":"Building a Network: Black Women's Visions for Online Peer Support and Advocacy in Health Care","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Health care; Racism; Peer support; Digital health; Focus group; Social media; Social support; Institutional racism","score_opus":0.024671207318119903,"score_gpt":0.3354027152025126,"score_spread":0.3107315078843927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017882059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119140506,0.0011781882,0.0008244642,0.0041868947,0.004740181,0.0051367083,0.0019281551,0.0003493165,0.86251557],"genre_scores_gemma":[0.12080782,0.000022338902,0.0033100815,0.0010150387,0.00022638658,0.000028139015,0.0030951102,0.00012153716,0.87137353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762446,0.000107090964,0.00052886904,0.00073600834,0.00020827929,0.00079531234],"domain_scores_gemma":[0.99880546,0.000087216846,0.00035344195,0.00023367553,0.00012208785,0.00039811814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013395344,0.0003597543,0.0005594532,0.00025423773,0.00016153588,0.00005617051,0.0003269643,0.00028565555,0.015291401],"category_scores_gemma":[0.000020945681,0.00045218205,0.00017221966,0.0005476573,0.00005165963,0.00017509738,0.00012042157,0.00046166533,0.000063784995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002049501,0.0005726104,0.000815,0.0035417126,0.00023988425,0.00021089711,0.029227186,0.000049601826,0.0000020035181,0.022180006,0.015715357,0.92539626],"study_design_scores_gemma":[0.0022578465,0.0013525026,0.003240378,0.0008761749,0.000043052805,0.0000041183166,0.0722879,0.000038372396,0.000002162527,0.0003678682,0.91914505,0.0003845809],"about_ca_topic_score_codex":0.00024702345,"about_ca_topic_score_gemma":0.0030097547,"teacher_disagreement_score":0.92501163,"about_ca_system_score_codex":0.0007114683,"about_ca_system_score_gemma":0.00027779603,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W7017925180","doi":"","title":"Considerations for the implementation of pharmacogenomic (PGx) testing to guide antidepressant prescribing in primary care in Ontario, Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Association of Physicists","funders":"McMaster University; Canadian Institutes of Health Research; Fondation Brocher","keywords":"Pharmacogenomics; Primary care; Equity (law); Genetic testing; Public health; Variety (cybernetics); Health care; MEDLINE; Feeling","score_opus":0.06927141617500784,"score_gpt":0.34479845397119446,"score_spread":0.2755270377961866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017925180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8600265,0.0030773156,0.000023016628,0.00019938624,0.0028770186,0.003037426,0.0008680464,0.000029955918,0.12986137],"genre_scores_gemma":[0.9315393,0.00018181348,0.00080624537,0.00092323165,0.0001465538,0.00007245238,0.0005635665,0.00007922542,0.065687604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980963,0.00020110878,0.0005831724,0.00048994634,0.00018656021,0.00044291437],"domain_scores_gemma":[0.9986368,0.000649075,0.00022462978,0.00016180932,0.00020442744,0.0001232733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028474742,0.00032886286,0.00041555215,0.00031366153,0.00017972007,0.000033018172,0.00035353994,0.00019456004,0.010145636],"category_scores_gemma":[0.000028107961,0.00034261163,0.0001028127,0.00043380074,0.00003126075,0.00008814016,0.00012366935,0.00075977115,0.000003913076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019274448,0.00022509797,0.101833925,0.0025628353,0.0011792554,0.0006670736,0.0479273,0.039797455,0.13066061,0.0006218957,0.017092898,0.6555042],"study_design_scores_gemma":[0.00450197,0.000079117526,0.042353567,0.00030051183,0.0012399344,0.000006292956,0.025088524,0.0010271624,0.042064376,0.00009061576,0.8825559,0.0006920345],"about_ca_topic_score_codex":0.71470594,"about_ca_topic_score_gemma":0.9926898,"teacher_disagreement_score":0.865463,"about_ca_system_score_codex":0.0013184008,"about_ca_system_score_gemma":0.0036275007,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W7017935454","doi":"","title":"Clustering Gaussian Processes: A Modified EM Algorithm for Functional Data Analysis with Application to British Columbia Coastal Rainfall Patterns","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gaussian Processes and Bayesian Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cluster analysis; Functional data analysis; Covariance; Kernel (algebra); Generalization; Gaussian process; Series (stratigraphy); Probability density function; Cluster (spacecraft); Time series; Gaussian","score_opus":0.014372882867084996,"score_gpt":0.21572708011146496,"score_spread":0.20135419724437997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017935454","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006459227,0.000014593311,0.9845753,0.00004262529,0.00017441875,0.00092558376,0.0010579776,0.00018115442,0.012382473],"genre_scores_gemma":[0.05379048,0.000034559038,0.40263727,0.0003547833,0.0005235407,0.00012619037,0.014823587,0.00014798301,0.5275616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968609,0.000037170612,0.00033648056,0.0017390361,0.0005047895,0.00052158546],"domain_scores_gemma":[0.99750894,0.000044830107,0.0004082382,0.0011068687,0.0006554994,0.0002755957],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013253906,0.00036854736,0.000526445,0.00029058722,0.00046615256,0.0018408182,0.0025376726,0.0002632937,0.0022367393],"category_scores_gemma":[0.000015387668,0.0005205318,0.00012027865,0.0025683371,0.000037560934,0.0011139329,0.0005720359,0.00021696006,0.00001693177],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115492316,0.00012621525,0.0010177187,0.000717173,0.00071394944,0.000053470532,0.00080861873,0.0003214759,0.0000055322075,0.000076865006,0.0013712182,0.9946723],"study_design_scores_gemma":[0.0048589003,0.0013587094,0.0344935,0.0017318114,0.0033174457,0.0001002144,0.008523669,0.78111744,0.00006207588,0.00057292613,0.15971792,0.0041453983],"about_ca_topic_score_codex":0.003956763,"about_ca_topic_score_gemma":0.54285103,"teacher_disagreement_score":0.99052685,"about_ca_system_score_codex":0.00011178705,"about_ca_system_score_gemma":0.00055549445,"threshold_uncertainty_score":0.9997246},"labels":[],"label_agreement":null},{"id":"W7017954281","doi":"","title":"From Beat to Memory: Rhythmic Priming Effects on Verbal Memory Performance","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Rhythm; Active listening; Grammaticality; Nonsense; Recall; Sentence; Beat (acoustics)","score_opus":0.01843786749401828,"score_gpt":0.2286553716632642,"score_spread":0.2102175041692459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017954281","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6681348,0.0000045585934,0.000031456268,0.00006503629,0.002462569,0.0005497398,0.000031238676,0.00013225652,0.32858837],"genre_scores_gemma":[0.36097097,0.000040553125,0.00005451343,0.0015829087,0.00029634402,0.000006436083,0.000058149417,0.000036340425,0.6369538],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99720764,0.00017074923,0.00020853888,0.0013304052,0.00055909937,0.0005235803],"domain_scores_gemma":[0.99881065,0.00020188915,0.00020671338,0.00053666544,0.000043736338,0.00020036256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000647171,0.00048309827,0.0004104776,0.00046609764,0.00043948487,0.0001244336,0.00080953253,0.00028386601,0.0069344738],"category_scores_gemma":[0.00012074857,0.0005383782,0.00016368655,0.001018033,0.000048292262,0.0004523721,0.00017729712,0.0005380374,0.0005809583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007561404,0.00006317305,0.000015148913,0.00023267194,0.000009136902,0.0002682513,0.0019470062,0.0001476277,0.33735463,0.00005661684,0.0015184099,0.6576312],"study_design_scores_gemma":[0.0019721782,0.00094271725,0.006454857,0.002201286,0.00025448742,0.000008618693,0.0031651559,0.00048347568,0.7795077,0.000044251832,0.20352457,0.0014406716],"about_ca_topic_score_codex":0.00013907101,"about_ca_topic_score_gemma":0.00018431176,"teacher_disagreement_score":0.6561905,"about_ca_system_score_codex":0.00035312856,"about_ca_system_score_gemma":0.00019745657,"threshold_uncertainty_score":0.9997068},"labels":[],"label_agreement":null},{"id":"W7018071463","doi":"","title":"A Comparison of the Predictors of Heart Health Among Immigrants and Native-Born Canadians","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Disease; Immigration; Risk factor; Incidence (geometry); Epidemiology","score_opus":0.015214514479388474,"score_gpt":0.27767838037480097,"score_spread":0.2624638658954125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018071463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8983515,0.0008331935,0.000013717751,0.00020174768,0.0007294582,0.0007269404,0.00023313444,0.000019474901,0.09889083],"genre_scores_gemma":[0.84887147,0.000023022842,0.000028506904,0.00006657125,0.000028981776,0.0000016222009,0.000105565756,0.000022281203,0.15085196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984877,0.00022462747,0.0004118935,0.00033356325,0.00022393961,0.00031828927],"domain_scores_gemma":[0.99875724,0.000051607072,0.0005981367,0.00027428937,0.00011561872,0.00020310016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010029825,0.0002248151,0.0005407847,0.00020856805,0.00017258916,0.0000072015673,0.00026393496,0.0002737676,0.0066787163],"category_scores_gemma":[0.000009411835,0.00021122173,0.0001183932,0.00048827956,0.00014372331,0.00006636076,0.000019890522,0.00034348675,0.0000040174973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005179823,0.00031287625,0.8223382,0.0013195786,0.00036110773,0.00000949277,0.13415794,0.000040060917,0.000021077029,0.0025209999,0.005334543,0.03306612],"study_design_scores_gemma":[0.0011522741,0.00026197723,0.90932673,0.00044018522,0.00009370004,0.0000019311954,0.058749888,0.000007950245,0.00010433996,0.000029603043,0.029656673,0.00017474638],"about_ca_topic_score_codex":0.16216886,"about_ca_topic_score_gemma":0.6988886,"teacher_disagreement_score":0.5367198,"about_ca_system_score_codex":0.00016822995,"about_ca_system_score_gemma":0.0006383854,"threshold_uncertainty_score":0.9942293},"labels":[],"label_agreement":null},{"id":"W7018090953","doi":"","title":"Coordinating the Use of Genetic Tests and Related Services in British Columbia","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.010190712929196462,"score_gpt":0.17614208811828624,"score_spread":0.16595137518908978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018090953","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04465905,0.0005313706,0.00001137082,0.000014362626,0.000114895745,0.0007390151,0.00025550148,0.00021747235,0.95345694],"genre_scores_gemma":[0.012378933,0.000060881586,0.0006642938,0.000033511347,0.000028217166,8.473243e-7,0.000022477236,0.0005009763,0.9863099],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981666,0.00037366364,0.00028954254,0.0005548377,0.00025139202,0.00036395647],"domain_scores_gemma":[0.998688,0.00014598708,0.00056798884,0.00044060545,0.000064380176,0.00009304405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117528674,0.0002610821,0.00051399204,0.00027277504,0.000089029076,0.0002789744,0.00054569566,0.00040705866,0.090349555],"category_scores_gemma":[0.000024794852,0.00038862802,0.000077721765,0.0012251927,0.0003136297,0.00015770303,0.00042476712,0.00036191865,0.00017018885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003464547,0.00015470716,0.5946395,0.0011195671,0.00044769634,0.00080864783,0.0005373539,0.00022315596,0.00014515864,0.00005562892,0.1429472,0.25888678],"study_design_scores_gemma":[0.0013775625,0.000049840008,0.097575456,0.0016922898,0.00016349385,0.00004597227,0.00039860516,0.00058220205,8.2921747e-7,0.00001821652,0.8976945,0.00040101827],"about_ca_topic_score_codex":0.091059595,"about_ca_topic_score_gemma":0.6926837,"teacher_disagreement_score":0.75474733,"about_ca_system_score_codex":0.00009990906,"about_ca_system_score_gemma":0.0000421189,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W7018169290","doi":"","title":"Comparing manufacturer submitted analysis and Common Drug Review reanalysis of results: A review of health technology assessment reports for non-oncology medications from 2018 to 2019","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wilcoxon signed-rank test; Logistic regression; Subgroup analysis; Test (biology); Population; Health technology; Cost-effectiveness analysis; Health economics; Statistical analysis","score_opus":0.12768791537319682,"score_gpt":0.406594473616574,"score_spread":0.2789065582433772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018169290","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039555058,0.40052384,0.021257345,0.38115257,0.0031718884,0.02394983,0.017819706,0.0004247771,0.11214499],"genre_scores_gemma":[0.03430877,0.5398647,0.04636681,0.02791953,0.00034478016,0.00047022803,0.061916113,0.0003740247,0.288435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992205,0.00043807417,0.0059048217,0.0009614033,0.00017049653,0.0003201917],"domain_scores_gemma":[0.98696613,0.0008406709,0.010677749,0.0010597631,0.00027666142,0.0001790129],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009016416,0.0003101933,0.004392855,0.0016500144,0.00014749017,0.000012821956,0.0004547909,0.00029699245,0.002253943],"category_scores_gemma":[0.0008654758,0.00039783015,0.00042439468,0.002229063,0.00007070234,0.00012966797,0.00011996348,0.00027202247,0.000034071327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032401644,0.00078061334,0.1080391,0.19241084,0.022053689,0.000030663025,0.0077839484,0.000311199,0.000010658315,0.004858313,0.5721625,0.09123446],"study_design_scores_gemma":[0.0016087197,0.00029493892,0.08505931,0.039702408,0.004859339,0.000002768501,0.009512039,0.00089997036,0.00001839982,0.0011158275,0.8559642,0.0009621237],"about_ca_topic_score_codex":0.011311944,"about_ca_topic_score_gemma":0.01552602,"teacher_disagreement_score":0.35323304,"about_ca_system_score_codex":0.000855159,"about_ca_system_score_gemma":0.0004993578,"threshold_uncertainty_score":0.99984735},"labels":[],"label_agreement":null},{"id":"W7018174221","doi":"","title":"DELINEATION AND ANALYSIS OF ACTIVE GEOMORPHOLOGICAL PROCESSES USING HIGH RESOLUTION SPATIAL SURVEYS","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glacier; Photogrammetry; Terrain; Digital elevation model; Glaciology; Glacial period; Satellite imagery; High resolution","score_opus":0.022509961989307208,"score_gpt":0.2397646380968077,"score_spread":0.2172546761075005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018174221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563884,0.00004097912,0.0013571918,0.000009088704,0.00009273713,0.00015248373,0.00013537993,0.000017560918,0.041806173],"genre_scores_gemma":[0.94203347,0.00016269844,0.00042020052,0.000015897454,0.00001589097,0.0000016078044,0.0009479213,0.000011978729,0.056390356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987503,0.00017246994,0.00015546415,0.00041308132,0.00033822743,0.00017040578],"domain_scores_gemma":[0.99949676,0.000057100817,0.00025776422,0.00010419225,0.000043385,0.00004081576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001875951,0.00015659835,0.00029572556,0.00016763239,0.00029013734,0.000016178525,0.0001903368,0.000102003156,0.10326266],"category_scores_gemma":[0.000037392798,0.00015839573,0.00006865296,0.0017457838,0.00015085477,0.00021815709,0.00019450393,0.00012040836,0.000004806304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007348339,0.00027587597,0.26755074,0.00017171801,0.0009920057,0.000069809656,0.0049784645,0.02928392,0.0039571077,0.000071560426,0.000093970724,0.69181997],"study_design_scores_gemma":[0.00044547388,0.00023875393,0.96322656,0.000027530152,0.0021132468,0.0000015760108,0.020615933,0.0071661444,0.0006942827,0.000032569314,0.005012349,0.00042559838],"about_ca_topic_score_codex":0.007811461,"about_ca_topic_score_gemma":0.021323835,"teacher_disagreement_score":0.6956758,"about_ca_system_score_codex":0.00022125708,"about_ca_system_score_gemma":0.000029553074,"threshold_uncertainty_score":0.9987956},"labels":[],"label_agreement":null},{"id":"W7018175374","doi":"","title":"Comparison of vernal pool characteristics in an old-growth forest and a disturbed urban forest in Southern Ontario","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Habitat; Forest structure; Deforestation (computer science); Ecosystem; Forest ecology; Land use","score_opus":0.015357406097501376,"score_gpt":0.21268052759549966,"score_spread":0.19732312149799827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018175374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4864789,0.00008922673,0.000017877097,0.000009805078,0.00013928268,0.0008410827,0.001292275,0.00012393143,0.5110076],"genre_scores_gemma":[0.30077502,0.0000038867774,0.00012335493,0.00001786986,0.000057795653,0.0000032208977,0.00042106115,0.0004904323,0.69810736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971119,0.00033334177,0.0005470062,0.00087180745,0.0005183495,0.00061757216],"domain_scores_gemma":[0.9982805,0.00005252075,0.00081392925,0.00056015834,0.00006068194,0.00023218244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001632486,0.0006676764,0.0012593833,0.0013393051,0.00007324156,0.00006493529,0.0008699135,0.00041013065,0.11604668],"category_scores_gemma":[0.000022258877,0.00081153255,0.00013206882,0.001055453,0.0002660426,0.0002100884,0.00062727596,0.0010272003,0.00011256382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080183055,0.0006454458,0.9829976,0.00019885255,0.000108998065,0.00041803025,0.008230816,0.00004662562,0.000028753557,0.0006119081,0.004271574,0.001639592],"study_design_scores_gemma":[0.0046645678,0.00043779553,0.589595,0.00045504599,0.00020970742,0.000007512034,0.008883672,0.0005228166,0.0000023460498,0.000029611081,0.3941675,0.0010243901],"about_ca_topic_score_codex":0.11533421,"about_ca_topic_score_gemma":0.9100381,"teacher_disagreement_score":0.7947039,"about_ca_system_score_codex":0.0014505424,"about_ca_system_score_gemma":0.0002668224,"threshold_uncertainty_score":0.9994336},"labels":[],"label_agreement":null},{"id":"W7018189819","doi":"","title":"Contaminants and nutrients in fish from the Wolastoq | Saint John River (New Brunswick): Spatial and species variability","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Nutrient; Mercury (programming language); Food chain; Bioaccumulation; Contamination; Food web; Biogeochemical cycle; Herring","score_opus":0.006840002565744341,"score_gpt":0.18588450369984252,"score_spread":0.17904450113409817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018189819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926045,0.000051786003,0.000072568604,0.00015539551,0.00039573948,0.0005001546,0.00035967535,0.000030695755,0.07238897],"genre_scores_gemma":[0.74395466,0.000112605136,0.00010494185,0.00014856749,0.000054201035,4.1360022e-7,0.000044668413,0.00003108053,0.25554883],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980463,0.0002760598,0.00022209821,0.00069125154,0.0003914504,0.0003728502],"domain_scores_gemma":[0.99906427,0.00021105722,0.00019066397,0.0003424233,0.0000025852296,0.00018898163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001953227,0.00033617552,0.00034846892,0.00005590939,0.00023602517,0.000067644214,0.0004958577,0.00020390496,0.20138133],"category_scores_gemma":[0.00007939847,0.00031260002,0.00005590641,0.0003709735,0.00026542618,0.00027907634,0.0005446738,0.00050274824,0.000034091106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005180811,0.00010257916,0.42292616,0.000012591807,0.00006327374,0.00011931411,0.0078023397,0.0000053285494,0.00040833795,0.000052849577,0.0007763426,0.5672128],"study_design_scores_gemma":[0.0011337077,0.000062503896,0.80777717,0.000037076723,0.0000678843,0.0000030021183,0.003217003,0.00003015838,0.00011531832,0.000116949814,0.1871636,0.00027561866],"about_ca_topic_score_codex":0.03712434,"about_ca_topic_score_gemma":0.1985307,"teacher_disagreement_score":0.5669372,"about_ca_system_score_codex":0.0009813585,"about_ca_system_score_gemma":0.00013902626,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W7018225969","doi":"","title":"Determination of Phase Material Stress Flow Curves Through FE Micromechanical Modelling and the Newly Developed Algorithm","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Micromechanics; Finite element method; Material properties; Phase (matter); Hardening (computing); Microstructure; Martensite; Plasticity; Strain hardening exponent","score_opus":0.012647421290779648,"score_gpt":0.2155966372588572,"score_spread":0.20294921596807755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018225969","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.151278,0.004411688,0.7791976,0.000112131034,0.011445819,0.0028653163,0.0021067793,0.0010277708,0.04755493],"genre_scores_gemma":[0.1402631,0.019239936,0.48141488,0.00021634981,0.002434275,0.000078643156,0.011589824,0.0018588379,0.34290415],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883735,0.00007753507,0.00032441656,0.0003296611,0.00020407786,0.00022694313],"domain_scores_gemma":[0.99950445,0.000050294133,0.00010747641,0.00020474869,0.000083729945,0.00004928297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000087878136,0.00035886114,0.00047310605,0.00011244992,0.00007329932,0.00011100824,0.0003271217,0.00026635794,0.002431502],"category_scores_gemma":[0.0000041043068,0.00033865622,0.000104187595,0.00027303235,0.000037208,0.00021111945,0.00011372631,0.00024918234,0.000009859616],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015050297,0.0001127044,3.0834244e-7,0.00947401,0.00054393476,0.00021387692,0.005747225,0.0047693322,0.034653094,0.002303519,0.00027317958,0.94040376],"study_design_scores_gemma":[0.003162449,0.00009328941,5.324268e-7,0.00256865,0.00074833474,0.000016160682,0.0014201517,0.8874623,0.08685857,0.0009785952,0.016007448,0.0006834711],"about_ca_topic_score_codex":0.00008315238,"about_ca_topic_score_gemma":0.00013125179,"teacher_disagreement_score":0.93972033,"about_ca_system_score_codex":0.00009731882,"about_ca_system_score_gemma":0.000041180025,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W7018362801","doi":"","title":"A Defense of Pure Restitution","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Hyporeflexia; Fusible alloy","score_opus":0.02058712355330489,"score_gpt":0.2602973650451714,"score_spread":0.23971024149186654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018362801","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016493436,0.000054207267,0.00013058294,0.000102793354,0.00024226263,0.00025547095,0.000034243625,0.00005520925,0.9826318],"genre_scores_gemma":[0.11258014,0.000090922986,0.00043539895,0.000017904542,0.0001940333,0.0000011407317,0.00010623077,0.000013159296,0.8865611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990742,0.00008021571,0.00013754547,0.00025173536,0.0002598046,0.0001965068],"domain_scores_gemma":[0.9992585,0.000025564526,0.00021290273,0.00019326634,0.00021621326,0.00009355778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011105628,0.00012684856,0.00017189886,0.000098710545,0.0003922703,0.00003304771,0.00038778782,0.00028927572,0.03749696],"category_scores_gemma":[0.000031241132,0.00014678294,0.00011431796,0.00051986845,0.00018434116,0.00016261861,0.000037376343,0.0001569241,0.00013211888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022376726,0.00012854743,0.0005209027,0.00017101395,0.000099604746,0.000022373555,0.018731741,0.000009165865,0.0002746084,0.78720915,0.006650341,0.18595877],"study_design_scores_gemma":[0.00016756514,0.000025376537,0.00035512325,0.00008337027,0.000079480196,1.8873803e-7,0.014967416,0.000004752303,0.00014493336,0.00089390704,0.9831243,0.00015356754],"about_ca_topic_score_codex":0.001883419,"about_ca_topic_score_gemma":0.03304406,"teacher_disagreement_score":0.976474,"about_ca_system_score_codex":0.00013786388,"about_ca_system_score_gemma":0.00035869746,"threshold_uncertainty_score":0.98460037},"labels":[],"label_agreement":null},{"id":"W7018419911","doi":"","title":"Cyclic AMP and CFTR modulation in human airway epithelial cells in the context of lung health and disease","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Context (archaeology); Cyclic adenosine monophosphate; Mucociliary clearance; Chloride channel; Lung; Adenosine; Respiratory epithelium; Phosphorylation","score_opus":0.013079893877573969,"score_gpt":0.2775761100673923,"score_spread":0.26449621618981833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018419911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98317647,0.0023241588,0.000030279529,0.00047084954,0.00009264706,0.0010729189,0.000098045144,0.000016314289,0.012718297],"genre_scores_gemma":[0.9329901,0.00034006548,0.00007119087,0.000074146206,0.000032994016,0.0000027628885,0.00031672898,0.000022297572,0.066149764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987866,0.0001475193,0.0002332701,0.00034163138,0.00027819703,0.00021276133],"domain_scores_gemma":[0.99939275,0.000099676545,0.00010773323,0.00017310592,0.000037874255,0.0001888649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014800111,0.00017766585,0.00035094997,0.00035809714,0.000053747375,0.000027746542,0.00010774462,0.00008888474,0.0008280884],"category_scores_gemma":[0.000043177635,0.00015304118,0.00005014399,0.00039289906,0.000093134106,0.000111250156,0.000046467714,0.00035029234,0.000003130119],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009951853,0.0008034781,0.06620405,0.026406525,0.0002827889,0.0010182433,0.060510926,0.000116696334,0.04240191,0.007703283,0.0020419294,0.7825583],"study_design_scores_gemma":[0.01853626,0.002264289,0.60535836,0.015852012,0.0006964397,0.00002167735,0.14025164,0.0062497514,0.0019196878,0.0026858102,0.20456232,0.0016017761],"about_ca_topic_score_codex":0.00080410176,"about_ca_topic_score_gemma":0.0070071947,"teacher_disagreement_score":0.78095657,"about_ca_system_score_codex":0.0001617944,"about_ca_system_score_gemma":0.00020769292,"threshold_uncertainty_score":0.9066987},"labels":[],"label_agreement":null},{"id":"W7018438813","doi":"","title":"DEVELOPMENT AND EVALUATION OF ADVANCED MOLECULAR STRATEGIES FOR QUALITY MONITORING AND SUSTAINABILITY OF RECREATIONAL WATERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l’Environnement, de la Protection de la nature et des Parcs; Ministry of Environment; Government of Ontario; McMaster University","keywords":"Fecal coliform; Water quality; Environmental DNA; Recreation; Indicator organism; Sustainability; Indicator bacteria; Environmental monitoring","score_opus":0.02163591004202554,"score_gpt":0.266442388791439,"score_spread":0.24480647874941347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018438813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804315,0.0002404275,0.000055526274,0.000012976219,0.0000702837,0.0005624533,0.000028756103,0.000009684668,0.0185884],"genre_scores_gemma":[0.97384304,0.00007509317,0.008972871,0.0000015397204,0.000005168148,0.000008066533,0.000100745165,0.00001340713,0.016980065],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99885803,0.00006398071,0.0001981622,0.00036602054,0.00038842164,0.00012538675],"domain_scores_gemma":[0.99960476,0.000043491305,0.00016228258,0.000096004595,0.00005438211,0.00003905798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028624915,0.0001693355,0.00021945055,0.000053478336,0.0000930814,0.000013655378,0.000102526814,0.00010281834,0.0008398631],"category_scores_gemma":[0.000020179094,0.00018613688,0.00004724533,0.00010863138,0.0001862303,0.00019538545,0.00016090281,0.000069786096,0.0000014580844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009992886,0.000197968,0.21470563,0.0045536472,0.00060369493,0.000008875704,0.031513907,0.005428554,0.034440752,0.0014691468,0.00004479594,0.70603377],"study_design_scores_gemma":[0.0016357717,0.00016817365,0.66712755,0.00036793467,0.0007487712,6.118114e-7,0.2651563,0.00012932194,0.051867407,0.0024906008,0.009691083,0.00061650027],"about_ca_topic_score_codex":0.000125316,"about_ca_topic_score_gemma":0.00008169446,"teacher_disagreement_score":0.7054172,"about_ca_system_score_codex":0.0005170214,"about_ca_system_score_gemma":0.00004049473,"threshold_uncertainty_score":0.9195912},"labels":[],"label_agreement":null},{"id":"W7018443519","doi":"","title":"Development of Dynamic Safety Assessment Instruments for Application to Nuclear Power Plant Risk-Informed Methods","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; CANDU Owners Group; McMaster University","keywords":"Modular design; Nuclear power plant; Nuclear power; Inherent safety; System safety; Nuclear reactor; Loss-of-coolant accident; Work (physics); Probabilistic logic; Probabilistic risk assessment; Code (set theory)","score_opus":0.0065027285386045795,"score_gpt":0.24137364210010684,"score_spread":0.23487091356150225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018443519","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021260226,0.000025173164,0.39240587,0.000011856145,0.0011231649,0.0018889699,0.00034976413,0.0005521284,0.58238286],"genre_scores_gemma":[0.037990935,0.00013218967,0.8970679,0.000027173455,0.000023362643,0.000026239255,0.0013939892,0.00024139548,0.063096814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987605,0.000029224575,0.00040718736,0.00031661583,0.00018388973,0.0003025524],"domain_scores_gemma":[0.9992604,0.00006200069,0.00016791887,0.00032604896,0.000073384,0.00011020027],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015030305,0.00036021756,0.00042325596,0.0005072266,0.00010311131,0.000024178747,0.00046814798,0.00029371094,0.001431859],"category_scores_gemma":[0.000013215822,0.00045373425,0.00012593006,0.0005478582,0.000008365425,0.000113023925,0.00008721749,0.0002774168,0.000022109965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026268972,0.000042122447,0.000010843319,0.001076446,0.0005327825,0.0000013254488,0.0016302259,0.011240109,0.005655068,0.0011454793,0.00031003807,0.97809285],"study_design_scores_gemma":[0.0007322902,0.00004537736,0.0025944614,0.00029603572,0.00015024851,4.4746525e-7,0.0016869713,0.044932235,0.0012261334,0.000016598155,0.94781655,0.0005026597],"about_ca_topic_score_codex":0.0000097457405,"about_ca_topic_score_gemma":0.00032077843,"teacher_disagreement_score":0.9775902,"about_ca_system_score_codex":0.00079454185,"about_ca_system_score_gemma":0.00012673877,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W7018449709","doi":"","title":"Developing a Rural Health Strategy in Saskatchewan","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rural health; Developing country; Rural area; Rural population; Public health; Rural development","score_opus":0.019800850123480034,"score_gpt":0.22971358956839827,"score_spread":0.20991273944491823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018449709","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009076534,0.00029929154,0.0016132864,0.00012497154,0.00018827718,0.00065768225,0.0001382925,0.0006825538,0.99620485],"genre_scores_gemma":[0.0011405759,0.00003868583,0.0017825173,0.00025241176,0.00019272459,0.0000013265918,0.00012330769,0.0011425562,0.9953259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968918,0.0005044089,0.00037320776,0.0007767841,0.00040097878,0.001052826],"domain_scores_gemma":[0.99846476,0.000035291538,0.0005826715,0.0005781678,0.000037128928,0.00030198408],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002422608,0.00073652493,0.0009779723,0.0015589048,0.000090786605,0.00007903447,0.0008953097,0.00054756785,0.20986089],"category_scores_gemma":[0.000007149083,0.00088255596,0.00016194346,0.001891263,0.00015705501,0.00016429416,0.00032115472,0.0006510709,0.0054847854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016928512,0.00012514733,0.0023922678,0.0007416236,0.0002752887,0.0003896152,0.0010337047,0.00013573274,0.000032620486,0.009474387,0.44798362,0.5372467],"study_design_scores_gemma":[0.0018757047,0.0001172847,0.00037299996,0.0012754871,0.000029784693,0.000010302605,0.008008007,0.00004318322,0.0000053912986,0.00006444374,0.9872978,0.00089960865],"about_ca_topic_score_codex":0.008745859,"about_ca_topic_score_gemma":0.1707897,"teacher_disagreement_score":0.53931415,"about_ca_system_score_codex":0.0016559211,"about_ca_system_score_gemma":0.0012606541,"threshold_uncertainty_score":0.9993625},"labels":[],"label_agreement":null},{"id":"W7018469069","doi":"","title":"3-D GEOPHYSICAL MODELLING OF CONFIRMED AND SUSPECTED IMPACT CRATERS IN SOUTHERN ONTARIO, CANADA: CONSTRAINING STRUCTURE ORIGIN, SUBSURFACE GEOLOGY AND POST-IMPACT MODIFICATION","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Impact crater; Impact structure; Clastic rock; Bedrock; Gravity anomaly; Fluvial; Seismic refraction; Crust","score_opus":0.013479853765798692,"score_gpt":0.2051959815604043,"score_spread":0.19171612779460562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018469069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498236,0.000021541578,0.00008626182,0.000012336853,0.00006656725,0.00019250845,0.00051955355,0.0000067808937,0.0041121067],"genre_scores_gemma":[0.98275506,0.0000019692793,0.000049222337,0.000004957455,0.0000140181155,4.749678e-7,0.004669192,0.000010629483,0.012494475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902153,0.00006700756,0.00017790824,0.00033853564,0.00015511348,0.00023991591],"domain_scores_gemma":[0.9994827,0.00004006797,0.00021712316,0.00010533299,0.000065850196,0.000088942295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039044993,0.00023453933,0.00033165776,0.000121296274,0.00011201484,0.000030391933,0.00013082278,0.00008481965,0.013081988],"category_scores_gemma":[9.143315e-7,0.00024086973,0.000044033597,0.00021776363,0.00006253255,0.00022068678,0.000023622282,0.00033928634,9.159826e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016260928,0.00009981472,0.6559113,0.00010856195,0.00057913986,0.000083301224,0.04069912,0.26796243,0.009218083,0.0015044138,0.0000780596,0.022129675],"study_design_scores_gemma":[0.0055952272,0.00086553546,0.5547722,0.00021911689,0.00052675523,0.000015915386,0.2968528,0.1347407,0.0005886023,0.0012796767,0.0022069348,0.0023365372],"about_ca_topic_score_codex":0.933548,"about_ca_topic_score_gemma":0.9105887,"teacher_disagreement_score":0.25615367,"about_ca_system_score_codex":0.00020199973,"about_ca_system_score_gemma":0.0010655135,"threshold_uncertainty_score":0.9878202},"labels":[],"label_agreement":null},{"id":"W7018493417","doi":"","title":"The Effect of Access Road Construction on the Hydrology of Wetlands in Rock Barren Landscapes","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Culvert; Wetland; Hydrology (agriculture); Water table; Ponding; Surface runoff; Drainage; Groundwater; Downstream (manufacturing)","score_opus":0.005611737112683091,"score_gpt":0.20012193978060863,"score_spread":0.19451020266792554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018493417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69014597,0.000016550399,0.0000031045154,0.000060321232,0.00023666467,0.0002644203,0.000009701854,0.0000058364644,0.30925745],"genre_scores_gemma":[0.9456626,0.00007333115,0.0000023297184,0.000012948245,0.000016703194,0.0000025036459,0.00006224489,0.0000111666295,0.05415615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988485,0.00024175708,0.000215511,0.0002844026,0.00018235651,0.000227485],"domain_scores_gemma":[0.9990085,0.00036635227,0.00031724822,0.00026740026,0.000009596418,0.000030940068],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020468816,0.00020307832,0.0003623361,0.000082524675,0.00010286958,0.000015857822,0.000688183,0.00024779048,0.017811526],"category_scores_gemma":[0.000023845563,0.00012209175,0.0001099972,0.00031458642,0.00008869723,0.00009070078,0.00014620025,0.0002744827,0.000046215104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020553556,0.000038581085,0.86495405,0.0000904482,0.00009748963,0.000014351251,0.00034907146,0.0022268458,0.0006906773,0.00026574175,0.0006725595,0.12854482],"study_design_scores_gemma":[0.005517943,0.0027460705,0.8786244,0.0002942218,0.0003319507,0.000014225733,0.0024588588,0.0029201407,0.009819063,0.000234394,0.09631469,0.0007240771],"about_ca_topic_score_codex":0.0004901817,"about_ca_topic_score_gemma":0.010916471,"teacher_disagreement_score":0.25551668,"about_ca_system_score_codex":0.00007501897,"about_ca_system_score_gemma":0.000019240713,"threshold_uncertainty_score":0.98308635},"labels":[],"label_agreement":null},{"id":"W7018561828","doi":"","title":"Drivers of hydrological response for distinct wetland complexes in a high latitude alpine watershed","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Snowmelt; Hydrology (agriculture); Water table; Spring (device); Meltwater; Precipitation; Watershed; Growing season; Surface water","score_opus":0.012848168410360294,"score_gpt":0.2074309390651088,"score_spread":0.1945827706547485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018561828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96703917,0.000012716958,0.000015276748,0.00018653124,0.00014194356,0.00043351276,0.00019419337,0.000024406416,0.031952277],"genre_scores_gemma":[0.7843875,0.000021148328,0.0005344291,0.00005456861,0.000010125217,0.000004309801,0.0005782349,0.000011492805,0.21439819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987306,0.00019447104,0.00017799267,0.00043741637,0.00018153986,0.00027795698],"domain_scores_gemma":[0.99943125,0.0001930538,0.00017568459,0.00013778752,0.000011910099,0.00005030826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018237565,0.00022088397,0.00039529175,0.00011527473,0.00026292246,0.0000068725094,0.00042043024,0.00019828462,0.11665717],"category_scores_gemma":[0.000032174758,0.00022184117,0.00012671709,0.00029326964,0.00022169342,0.00009715806,0.00034872262,0.00022374946,0.000033313885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020883767,0.0005316573,0.95359695,0.00019067526,0.0003086348,0.00038971967,0.0051162103,0.0023901737,0.0035020565,0.00023323459,0.0056412686,0.007215677],"study_design_scores_gemma":[0.0029373115,0.00078256975,0.77888566,0.000026367105,0.00017969984,0.0000015942337,0.0062485244,0.00008524397,0.00037932952,0.00015427811,0.20989178,0.00042761475],"about_ca_topic_score_codex":0.00062651926,"about_ca_topic_score_gemma":0.01742157,"teacher_disagreement_score":0.20425051,"about_ca_system_score_codex":0.00029950106,"about_ca_system_score_gemma":0.000016910592,"threshold_uncertainty_score":0.9721645},"labels":[],"label_agreement":null},{"id":"W7018573987","doi":"","title":"Does the school setting matter? Examining associations between school and classroom settings and health behaviours among students in Ontario","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Mental health; Perception; Physical activity; Multilevel model; School climate; Class (philosophy); Marijuana smoking","score_opus":0.01838427641082011,"score_gpt":0.2815550304433813,"score_spread":0.2631707540325612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018573987","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97625566,0.00008993809,0.0000026044709,0.0025240255,0.00014321433,0.0009739605,0.00006299889,0.000031229654,0.019916352],"genre_scores_gemma":[0.19266121,0.000033761375,0.00009522791,0.0003750373,0.00016238434,0.0000072614903,0.0005831203,0.000057487847,0.8060245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976881,0.00017315797,0.0003751515,0.00062448723,0.00059979,0.0005393027],"domain_scores_gemma":[0.9987523,0.00003261466,0.0003617662,0.00026919262,0.00015451715,0.00042961296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006427813,0.0003281972,0.0005597117,0.00033809667,0.00046138035,0.00025806107,0.0002850078,0.00032604218,0.008707695],"category_scores_gemma":[0.00004827906,0.00024595618,0.000074384865,0.00035632955,0.000121457095,0.00023323549,0.00023376792,0.0013562323,0.000014042543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054135297,0.000038954346,0.9675843,0.00013130542,0.000116886455,0.00003760416,0.0029332642,1.5465655e-7,0.000006842029,0.0000027258163,0.008075019,0.021018768],"study_design_scores_gemma":[0.00137548,0.00017788894,0.9596781,0.00080582127,0.00021296107,0.0000029704315,0.0155033795,0.0000024045548,0.0000134975435,0.000010819612,0.021975016,0.00024165609],"about_ca_topic_score_codex":0.05659899,"about_ca_topic_score_gemma":0.43331572,"teacher_disagreement_score":0.78610814,"about_ca_system_score_codex":0.0014022142,"about_ca_system_score_gemma":0.0008341917,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W7018706986","doi":"","title":"3D-Printed Therapeutic Vitamin E Bandage Contact Lenses","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Work (physics); Quality (philosophy); Feature (linguistics)","score_opus":0.013043154823483174,"score_gpt":0.2299055053955143,"score_spread":0.21686235057203113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018706986","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11695096,0.00078963034,0.0002430918,0.0001530301,0.0006211874,0.0006691429,0.000033032105,0.00019161885,0.8803483],"genre_scores_gemma":[0.14841254,0.00025499202,0.00012247336,0.0003586422,0.000059681108,0.0000013520701,0.0004563994,0.00004806095,0.8502858],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983668,0.00009904835,0.0002475817,0.0005810708,0.00031091858,0.00039462128],"domain_scores_gemma":[0.99891204,0.00007278525,0.0001669137,0.00049208594,0.00020728064,0.00014887574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059234557,0.00046880112,0.0007041587,0.00032473882,0.00013870468,0.000049701357,0.00027574916,0.0005067909,0.059247296],"category_scores_gemma":[0.000018359102,0.00048505963,0.00036471733,0.00049567077,0.00002424212,0.00013796712,0.00005709417,0.00062006165,0.0002064144],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034201748,0.00035268778,0.012853301,0.0015283673,0.0019994713,0.0016403922,0.0010915424,0.0000035274097,0.011809983,0.0025153758,0.00058791565,0.96219724],"study_design_scores_gemma":[0.00377255,0.00051995384,0.025369853,0.0015873542,0.0019554358,0.000006599409,0.0070132953,0.000054622968,0.006587032,0.000022910523,0.95245,0.0006604008],"about_ca_topic_score_codex":0.0002694056,"about_ca_topic_score_gemma":0.001524076,"teacher_disagreement_score":0.9615369,"about_ca_system_score_codex":0.0002615472,"about_ca_system_score_gemma":0.00042262732,"threshold_uncertainty_score":0.9997601},"labels":[],"label_agreement":null},{"id":"W7018755950","doi":"","title":"ENHANCING STUDENT KNOWLEDGE ACQUISITION IN ONLINE LEARNING: A DUAL PROCESSING AND SOCIAL CAPITAL PERSPECTIVE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social learning; Online participation; Perspective (graphical); Social capital; Social cognitive theory; Social network (sociolinguistics); Social engagement; Process (computing); Dual (grammatical number); Social heuristics","score_opus":0.011860038496811831,"score_gpt":0.2970178867184257,"score_spread":0.2851578482216139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018755950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67116994,0.0010904485,0.000009032823,0.0002855271,0.00027190972,0.00022782011,0.000007758525,0.00012485398,0.3268127],"genre_scores_gemma":[0.53583723,0.00008417699,0.00011619971,0.000008185717,0.00054065493,0.000001045308,0.00012927486,0.00003247748,0.46325073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99823517,0.00031213954,0.00019234176,0.00055398635,0.0003220815,0.00038430857],"domain_scores_gemma":[0.99947435,0.000051276482,0.00015263508,0.000045032826,0.00019841555,0.000078314384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024218511,0.00025998076,0.00031745687,0.00038921746,0.000641156,0.00022608823,0.00016743477,0.0003804286,0.0040571485],"category_scores_gemma":[0.000020603664,0.0003123736,0.00009865027,0.0006907232,0.000105582294,0.00037935865,0.00009346253,0.0009699562,0.000034632056],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013903066,0.00026002154,0.0014223902,0.0004194296,0.00009003845,0.00027525757,0.672757,0.0000155536,0.00026502533,0.006795309,0.00004053379,0.3175204],"study_design_scores_gemma":[0.00044102213,0.00007393688,0.0032764757,0.00044042344,0.00013371906,0.0000012361052,0.8891788,0.00005011672,0.000019102306,0.00017452239,0.10586921,0.0003414321],"about_ca_topic_score_codex":0.0007833007,"about_ca_topic_score_gemma":0.076252535,"teacher_disagreement_score":0.31717896,"about_ca_system_score_codex":0.0008016998,"about_ca_system_score_gemma":0.00071567716,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W7018811430","doi":"","title":"The Effect of Load Rate on the Axial Fracture Tolerance of the Isolated Tibia During Automotive and Military Impacts","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Brake; Work (physics); Fracture (geology); Biomechanics; Acceleration; Poison control","score_opus":0.006138895001921072,"score_gpt":0.2195264713434447,"score_spread":0.2133875763415236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018811430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545568,0.0004354066,0.000002765361,0.00024003022,0.00032671448,0.0008461916,0.000053293934,0.000019778312,0.043519016],"genre_scores_gemma":[0.81425416,0.00013830593,0.0000017727181,0.00005192742,0.000059468857,8.0339146e-7,0.000020501908,0.000024830824,0.1854482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868685,0.00026635104,0.00020891536,0.00030543748,0.00030019422,0.0002322347],"domain_scores_gemma":[0.998384,0.00024852226,0.00048151801,0.00061339815,0.0002094518,0.00006311737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023731275,0.0003230096,0.00048044408,0.000062766165,0.00059576955,0.000020230384,0.00046630026,0.00021880574,0.0020204543],"category_scores_gemma":[0.0001293439,0.00016510914,0.0002414277,0.00016333777,0.00023814524,0.000083406965,0.000085423606,0.0006122347,0.000006126461],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20905519,0.0011906963,0.025584744,0.019507062,0.014635724,0.002044412,0.06692767,0.0003515597,0.23017718,0.0028840818,0.017021578,0.41062012],"study_design_scores_gemma":[0.012338547,0.0073570367,0.592794,0.009819247,0.0035414614,0.00005115629,0.0077229887,0.0011571673,0.31001604,0.00028106308,0.05376436,0.0011569767],"about_ca_topic_score_codex":0.00017464097,"about_ca_topic_score_gemma":0.0005847211,"teacher_disagreement_score":0.56720924,"about_ca_system_score_codex":0.00012662756,"about_ca_system_score_gemma":0.00014504993,"threshold_uncertainty_score":0.99889183},"labels":[],"label_agreement":null},{"id":"W7018832812","doi":"","title":"EGOCENTRIC SOCIAL NETWORK FACTORS AND ALCOHOL MISUSE AND RECOVERY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Social network (sociolinguistics); Association (psychology); Context (archaeology); Alcohol use disorder; Social environment; Social network analysis; Measure (data warehouse); Psychometrics","score_opus":0.044895720567856026,"score_gpt":0.32797570840456997,"score_spread":0.28307998783671395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018832812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3426918,0.0032104184,0.0000061664446,0.0001359577,0.0018893533,0.00057255564,0.00007277625,0.00009310373,0.65132785],"genre_scores_gemma":[0.022404125,0.0005502518,0.000049471393,0.000078783974,0.0003869272,0.0000023806804,0.0002940067,0.0000649839,0.97616905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981273,0.00021568564,0.00020164432,0.00063730933,0.00023825238,0.00057983777],"domain_scores_gemma":[0.9993111,0.000120665114,0.00012084729,0.00016371581,0.000041803352,0.00024187246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114971,0.00033231406,0.00036405126,0.00024308886,0.000293607,0.00009777472,0.00020790628,0.00052927196,0.052540544],"category_scores_gemma":[0.00000910947,0.0003498316,0.00009218107,0.00049771013,0.00007569456,0.00011730724,0.00013531088,0.00070097344,0.00015511231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013416492,0.000109621804,0.025308803,0.0021100137,0.0006474497,0.0009806261,0.009928729,0.0000011636854,0.000009868975,0.007996571,0.047556724,0.9040088],"study_design_scores_gemma":[0.0012306356,0.00022404852,0.056008756,0.0002551125,0.00026385495,0.0000116327155,0.017173065,0.00001381421,0.000009485033,0.00070528226,0.92356974,0.0005345677],"about_ca_topic_score_codex":0.00051420875,"about_ca_topic_score_gemma":0.0015466516,"teacher_disagreement_score":0.9034742,"about_ca_system_score_codex":0.00023595712,"about_ca_system_score_gemma":0.000086241766,"threshold_uncertainty_score":0.9998954},"labels":[],"label_agreement":null},{"id":"W7018888905","doi":"","title":"Evidence Brief: Renforcer les soins de santé primaires au Canada","year":2009,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Pandemic; Context (archaeology)","score_opus":0.018057008437647938,"score_gpt":0.21345482037803823,"score_spread":0.1953978119403903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018888905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001281053,0.0037110178,0.0017681088,0.00057758845,0.00068027066,0.0009656206,0.00052032206,0.00036449742,0.9901315],"genre_scores_gemma":[0.013358691,0.00054142135,0.0017515421,0.0005967818,0.0012217521,0.000001433875,0.000051694326,0.00083530537,0.98164135],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992794,0.001015644,0.0006368939,0.0018025035,0.001249244,0.002501709],"domain_scores_gemma":[0.9957843,0.00046041157,0.00096147676,0.0014299406,0.00026980104,0.001094098],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00034128944,0.0016691315,0.0013557997,0.00061164127,0.00071738387,0.00022885118,0.00249359,0.0011832492,0.7264928],"category_scores_gemma":[0.00021857307,0.0020815185,0.00049943046,0.0018548779,0.00086067035,0.0008057423,0.0007585618,0.0013589917,0.0026521273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00055442535,0.00017375834,0.019314468,0.0006483882,0.000732082,0.0042877803,0.0009041697,0.0012323005,0.0004426243,0.009861896,0.21106909,0.75077903],"study_design_scores_gemma":[0.0014968525,0.00021917463,0.019649006,0.005316835,0.00094678305,0.00010033113,0.0012529731,0.00041268396,0.00028701677,0.000041782412,0.9682246,0.0020519833],"about_ca_topic_score_codex":0.93798286,"about_ca_topic_score_gemma":0.9958269,"teacher_disagreement_score":0.7571555,"about_ca_system_score_codex":0.020050414,"about_ca_system_score_gemma":0.023576077,"threshold_uncertainty_score":0.99960554},"labels":[],"label_agreement":null},{"id":"W7018967065","doi":"","title":"Enhancing Access to Patient-centred Primary Care in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Fusible alloy","score_opus":0.01349553923203596,"score_gpt":0.19615330313877535,"score_spread":0.18265776390673938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018967065","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000582806,0.00030194706,0.00005332361,0.000021137817,0.0005320242,0.0013099137,0.0003242766,0.0004311759,0.9964434],"genre_scores_gemma":[0.0005005669,0.0000091046,0.0005751553,0.00021392244,0.000104349725,0.000003572945,0.00015882448,0.0010008193,0.99743366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968601,0.00019002706,0.00031556163,0.0011692182,0.0005335952,0.0009315384],"domain_scores_gemma":[0.99836344,0.000034036584,0.0003582968,0.0007738709,0.00008882411,0.0003815326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026717453,0.0007540853,0.00076697336,0.0017863836,0.00007164264,0.0001296115,0.0013850277,0.0005216689,0.5419728],"category_scores_gemma":[0.0000075272587,0.00079591124,0.00019367292,0.0010572221,0.000077550685,0.00043781442,0.0012999849,0.00049985637,0.0108964415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018850846,0.00039053502,0.03953403,0.0009059237,0.0005492054,0.002781468,0.017199231,0.000035773464,0.001874842,0.00023153049,0.51449317,0.42011923],"study_design_scores_gemma":[0.0020903,0.000088637076,0.0011469976,0.002110832,0.00008814884,0.000002513356,0.001775166,1.4689077e-7,0.00032094432,0.0000031040622,0.9914083,0.00096491235],"about_ca_topic_score_codex":0.049801733,"about_ca_topic_score_gemma":0.9022074,"teacher_disagreement_score":0.85240567,"about_ca_system_score_codex":0.006718643,"about_ca_system_score_gemma":0.00079732924,"threshold_uncertainty_score":0.9994492},"labels":[],"label_agreement":null},{"id":"W7019036853","doi":"","title":"Evaluating the Success of Ontario Roadside Restorations - An Ecosystem Approach","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Restoration ecology; Ecosystem; Native plant; Biodiversity; Grassland; Endangered species; Wildlife; Plant community","score_opus":0.034199610553420516,"score_gpt":0.25761209086417963,"score_spread":0.2234124803107591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019036853","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5700032,0.000011499389,0.0001221737,0.0000288478,0.0002212272,0.00023727493,0.000007743194,0.000017879629,0.4293501],"genre_scores_gemma":[0.21867836,0.0000034039042,0.0013366353,0.000038925285,0.000045887315,0.0000064938786,0.0005964377,0.000023538716,0.77927035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837846,0.0002692427,0.00030011823,0.00045436062,0.0004121201,0.00018569408],"domain_scores_gemma":[0.99893,0.000045980716,0.00040348354,0.0004745188,0.00007786662,0.00006814632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020712246,0.00022021595,0.00023986731,0.000064226646,0.00035792237,0.00009225686,0.00050918054,0.00017535218,0.09248137],"category_scores_gemma":[0.00001772694,0.0002036103,0.00012963798,0.0005102453,0.000043959153,0.0006430907,0.000101526224,0.00033719582,0.000051492323],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012584641,0.0017430534,0.25599408,0.00049929915,0.0008427402,0.000092914706,0.061355677,0.12741101,0.012545621,0.0037973437,0.007263627,0.52719617],"study_design_scores_gemma":[0.0015717412,0.00071409205,0.26829836,0.0005900088,0.0010584887,0.000035874233,0.071826935,0.033411995,0.0014352261,0.00013567589,0.6193846,0.0015370118],"about_ca_topic_score_codex":0.055477332,"about_ca_topic_score_gemma":0.65703565,"teacher_disagreement_score":0.612121,"about_ca_system_score_codex":0.00089059304,"about_ca_system_score_gemma":0.00031729447,"threshold_uncertainty_score":0.95081234},"labels":[],"label_agreement":null},{"id":"W7019040324","doi":"","title":"EXPLORING BRANCHED SILICONE POLYMERS TO TAILOR THE PROPERTIES OF GELS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silicone; Silicone oil; Branching (polymer chemistry); Hydrosilylation; Viscosity; Polymer","score_opus":0.049275062187551996,"score_gpt":0.21295675052256213,"score_spread":0.16368168833501012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019040324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88123,0.0001795624,0.000005325145,0.00006525432,0.00054593314,0.0002789654,0.000021834225,0.00006384792,0.117609285],"genre_scores_gemma":[0.6280298,0.000022325978,0.00006244012,0.00006126476,0.00015344586,0.000006394665,0.000018715278,0.000033987624,0.3716116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984485,0.00006530981,0.00028115953,0.0005043291,0.0003327529,0.00036796153],"domain_scores_gemma":[0.9989384,0.00003151966,0.00023141546,0.0005038195,0.00016862559,0.00012623104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011987317,0.00032501886,0.00041230852,0.0001095504,0.0001893813,0.00006396987,0.00084931793,0.00017204418,0.058330234],"category_scores_gemma":[0.000037843474,0.00026498016,0.00015019314,0.00042398006,0.0001523145,0.00031572292,0.0001412625,0.00017912373,0.00028314674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004379479,0.000032969252,0.000045196073,0.00026294717,0.0000420752,0.00001056775,0.0045369514,0.00000537611,0.9686342,0.000035803896,0.00026200077,0.025693996],"study_design_scores_gemma":[0.00031181396,0.000066020235,0.00017262694,0.000296001,0.00009022402,0.0000019237045,0.01973067,0.0000015517835,0.94254667,0.0000041975172,0.036474176,0.00030413386],"about_ca_topic_score_codex":0.00035258214,"about_ca_topic_score_gemma":0.00026234664,"teacher_disagreement_score":0.2540023,"about_ca_system_score_codex":0.000084251056,"about_ca_system_score_gemma":0.00012414536,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W7019096863","doi":"","title":"Exploring the Perceptions of Alcohol Use among South Asian (SA) Punjabi Affected Family Members (AFMs) and their Experiences with Problem Drinking","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participant observation; Perception; Qualitative research; Addiction; Narrative; South asia; Suicide prevention; Human factors and ergonomics; Mental health","score_opus":0.03802263525697291,"score_gpt":0.22501912840184624,"score_spread":0.18699649314487332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019096863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493845,0.00011563812,0.000022587088,0.000023464348,0.00012610247,0.0006375043,0.0000039632864,0.000077642275,0.049608566],"genre_scores_gemma":[0.8996893,0.00012566037,0.00032338419,0.000016697373,0.0000359886,0.000020816346,0.00015128903,0.000045701006,0.099591136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986468,0.00009215898,0.00020160976,0.00047525184,0.00028933017,0.00029485126],"domain_scores_gemma":[0.9990938,0.00008268515,0.00022072734,0.00033471975,0.00014921809,0.00011886764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050477414,0.00040436906,0.0005428958,0.0002079005,0.00025495412,0.00007857103,0.00017508659,0.0001365168,0.0030863786],"category_scores_gemma":[0.000010570609,0.00026844535,0.00017455171,0.0006762381,0.00016840288,0.0005535605,0.00004580337,0.00030094702,0.0000020369143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060267845,0.00011300787,0.44612873,0.0002168162,0.001000806,0.00026803845,0.51165414,0.0000142759545,0.0008420626,0.00007489714,0.000021837523,0.039062683],"study_design_scores_gemma":[0.0013380019,0.00011688512,0.29732785,0.0009745538,0.0004979691,0.000007006308,0.69837844,0.000012103736,0.00065759476,0.0000012560093,0.00046039888,0.00022794008],"about_ca_topic_score_codex":0.00015473191,"about_ca_topic_score_gemma":0.005467885,"teacher_disagreement_score":0.18672428,"about_ca_system_score_codex":0.00010111501,"about_ca_system_score_gemma":0.00010858398,"threshold_uncertainty_score":0.99997675},"labels":[],"label_agreement":null},{"id":"W7019102643","doi":"","title":"Essays on Population Economics, the Economics of Population Aging and Health Economics","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Population; Population ageing; Health economics; Population health; Health care; Net income; Legislation; Workforce","score_opus":0.01975958607794623,"score_gpt":0.24795334969178146,"score_spread":0.22819376361383523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019102643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.517023,0.00043545396,0.0000035269402,0.0073510567,0.0013102399,0.0005941128,0.00047189055,0.000044857858,0.47276583],"genre_scores_gemma":[0.5554442,0.0033777857,0.00003928014,0.0007108919,0.0004007396,0.0000016167409,0.00037929515,0.00004510586,0.43960112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901164,0.00008482123,0.00025864976,0.00034475297,0.00005363448,0.00024650656],"domain_scores_gemma":[0.9991695,0.00006311582,0.0004551452,0.00017659663,0.000020926003,0.0001146906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002511238,0.0001807258,0.00028177243,0.00016251438,0.0003795047,0.000113995426,0.00024194452,0.0001939763,0.0012366797],"category_scores_gemma":[0.000011054921,0.00020453904,0.00010309526,0.0001402337,0.00006583302,0.00025111463,0.000030056928,0.00020853266,0.000011845085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005618917,0.000013041033,0.002193824,0.00017213222,0.000078140336,0.0000016762239,0.008854911,0.0013643418,1.7914051e-7,0.65938014,0.0018467415,0.3260387],"study_design_scores_gemma":[0.0003569131,0.000063823616,0.034839626,0.00029192257,0.00008687409,8.000473e-7,0.009950491,0.00064456626,0.0000055213695,0.015080692,0.938255,0.00042375497],"about_ca_topic_score_codex":0.2267594,"about_ca_topic_score_gemma":0.7295967,"teacher_disagreement_score":0.9364083,"about_ca_system_score_codex":0.0009363788,"about_ca_system_score_gemma":0.00029957513,"threshold_uncertainty_score":0.99967635},"labels":[],"label_agreement":null},{"id":"W7019162310","doi":"","title":"Exploring unintentional drifts in finger force production and muscle activity: A study of finger independence","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Extensor Digitorum Communis; Wrist; Visual feedback; Independence (probability theory); Little finger; Electromyography; Motor control; Sensory cue; Hand strength","score_opus":0.06242252368941029,"score_gpt":0.2368851625201658,"score_spread":0.17446263883075552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019162310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811293,0.000028931085,0.0000438015,0.00004176092,0.0006638154,0.00057625805,0.0000068481604,0.00004540625,0.017463861],"genre_scores_gemma":[0.7944176,0.00003611453,0.00001572125,0.000005900385,0.00003868784,0.000008553102,0.000005322112,0.000020843354,0.20545122],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983707,0.00013659723,0.00019389304,0.00070833263,0.00039631786,0.00019415913],"domain_scores_gemma":[0.9994724,0.00006728744,0.0001840798,0.00016013761,0.00006847665,0.000047657188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011167447,0.00022268611,0.00025959077,0.00045066222,0.00009313933,0.000052761294,0.00017425144,0.0001149108,0.0009800299],"category_scores_gemma":[0.00011310525,0.00024750468,0.000060801143,0.00065848907,0.000034295932,0.0007670536,0.00007846206,0.00042011167,0.000008115791],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014958458,0.0012021497,0.0017960048,0.0010898893,0.000093874296,0.0004877103,0.030336697,0.0014493437,0.40247163,0.0014464209,0.00002513383,0.5581053],"study_design_scores_gemma":[0.011439673,0.0035533155,0.6386942,0.008646878,0.0014024843,0.000049892104,0.19978145,0.016657358,0.08216108,0.0015264702,0.031666066,0.0044210795],"about_ca_topic_score_codex":0.00032763,"about_ca_topic_score_gemma":0.004303907,"teacher_disagreement_score":0.6368982,"about_ca_system_score_codex":0.00009171222,"about_ca_system_score_gemma":0.000064258486,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W7019173226","doi":"","title":"Exploring Feedback Literacy in the Undergraduate Medical Education Context","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Context (archaeology); Literacy; Psychological intervention; Peer feedback; Health literacy; Higher education; Active learning (machine learning)","score_opus":0.04418322156107731,"score_gpt":0.3121943755882959,"score_spread":0.2680111540272186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019173226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05042033,0.0005032947,0.0000054898146,0.0040124836,0.0026468446,0.00042699347,0.0000026354794,0.00007508945,0.94190687],"genre_scores_gemma":[0.23332734,0.001171477,0.000027184498,0.00031028973,0.00047918884,0.000010671315,0.00011971449,0.000026111613,0.76452804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769807,0.00036756712,0.00022484153,0.00041306618,0.0009388498,0.00035763107],"domain_scores_gemma":[0.9993069,0.00016332018,0.00011590942,0.00018400744,0.0001024457,0.00012738661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004177649,0.00024318851,0.00023674642,0.000274895,0.0003243157,0.00038664113,0.00094540947,0.00025055336,0.029914519],"category_scores_gemma":[0.000064321335,0.00022081542,0.0001534636,0.0011769292,0.000097011936,0.00070960086,0.00006636934,0.0006366984,0.00040336428],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076082244,0.00016643881,0.0019571409,0.00012584035,0.00006904831,0.00011373684,0.12866984,5.815994e-7,0.0000015739112,0.077941276,0.006791911,0.7840865],"study_design_scores_gemma":[0.00029627635,0.000016075555,0.0022724767,0.0004988503,0.00006871668,5.722399e-7,0.2846205,0.000007535213,0.0000014695282,0.0006928571,0.711318,0.00020667701],"about_ca_topic_score_codex":0.0032469966,"about_ca_topic_score_gemma":0.04975738,"teacher_disagreement_score":0.7838799,"about_ca_system_score_codex":0.0003526749,"about_ca_system_score_gemma":0.0011757289,"threshold_uncertainty_score":0.9709723},"labels":[],"label_agreement":null},{"id":"W7019206017","doi":"","title":"Family policy in Ontario and Quebec: Different from afar or far from different?","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Population; Social policy","score_opus":0.021984573236454658,"score_gpt":0.21122340308521967,"score_spread":0.189238829848765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019206017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82182276,0.000049143408,0.00010509991,0.0007824882,0.00015126774,0.00024772994,0.000029111654,0.000040225234,0.17677218],"genre_scores_gemma":[0.64152443,0.00012947088,0.00012023493,0.00017054165,0.00006508872,0.0000012444822,0.000023429982,0.0000109219145,0.35795465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987161,0.00019993231,0.0001592667,0.00035432927,0.00021841572,0.00035194104],"domain_scores_gemma":[0.99933964,0.0001771167,0.0000715034,0.00017084442,0.00003306226,0.00020783156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036217276,0.00019551831,0.0002467534,0.00015159183,0.0002997782,0.00016669104,0.00030768418,0.00021706657,0.043772366],"category_scores_gemma":[0.000015726724,0.00016508787,0.000057338668,0.00028956326,0.00020168048,0.00026839285,0.00017227062,0.00030820715,0.0000709801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007500753,0.00014642616,0.8701921,0.0000041477024,0.00009201038,0.000039343282,0.0133562,0.00001574935,0.00020046157,0.013866538,0.00040212332,0.101609856],"study_design_scores_gemma":[0.0008238924,0.000020969705,0.8502572,0.00003177112,0.000029141273,7.0983226e-8,0.009868721,0.00023131435,0.0000022044123,0.0025462974,0.13596618,0.00022224197],"about_ca_topic_score_codex":0.9653007,"about_ca_topic_score_gemma":0.99506414,"teacher_disagreement_score":0.18118247,"about_ca_system_score_codex":0.0007742554,"about_ca_system_score_gemma":0.00023343667,"threshold_uncertainty_score":0.95710176},"labels":[],"label_agreement":null},{"id":"W7019241425","doi":"","title":"Expanding the Uptake of Hospital-based Tobacco-use Cessation Supports Across Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Stakeholder; Government (linguistics); MEDLINE; Context (archaeology); Agency (philosophy); Stakeholder engagement; Intervention (counseling)","score_opus":0.01451430985041214,"score_gpt":0.21465302324628227,"score_spread":0.20013871339587014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019241425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017295873,0.000034094955,0.00089966104,0.000040196883,0.00079860725,0.00095524424,0.00050788943,0.00038476358,0.97908366],"genre_scores_gemma":[0.024855603,0.000004695441,0.00056045153,0.00006215663,0.00016017807,0.0000024644319,0.00024450768,0.0007686685,0.9733413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717313,0.00021323713,0.00041895013,0.0008113125,0.0006625613,0.00072081364],"domain_scores_gemma":[0.9972356,0.00010560984,0.0011667073,0.001173736,0.00014204798,0.00017630646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032006067,0.0006909992,0.00071608275,0.000442257,0.0002121464,0.00017496094,0.0010694865,0.00057783927,0.26723412],"category_scores_gemma":[0.00003480558,0.00063147955,0.00036870554,0.00096922915,0.00037853606,0.00036454818,0.0003294939,0.0005103106,0.0010079555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000696064,0.00074758544,0.22667792,0.0004637542,0.0013593553,0.0004314499,0.0072204196,0.000684169,0.0002928012,0.0014172246,0.66463894,0.095370345],"study_design_scores_gemma":[0.0017346303,0.00014639349,0.010918822,0.0004432933,0.0002575529,0.0000016508637,0.0011556894,0.00001612589,0.0001902981,0.000008011374,0.9844604,0.00066712714],"about_ca_topic_score_codex":0.022577094,"about_ca_topic_score_gemma":0.2191524,"teacher_disagreement_score":0.3198215,"about_ca_system_score_codex":0.00085749954,"about_ca_system_score_gemma":0.0003556981,"threshold_uncertainty_score":0.99976987},"labels":[],"label_agreement":null},{"id":"W7019441976","doi":"","title":"Fractured: A Study of Intraprofessional Paramedic Dynamics on Professionalization in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Ethos; Government (linguistics); Qualitative research; Variety (cybernetics); Dynamics (music); Skepticism; Conceptual framework; Discipline; Context (archaeology)","score_opus":0.03600619442528657,"score_gpt":0.35972603460981956,"score_spread":0.323719840184533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019441976","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7326134,0.000044768858,0.0000054518796,0.00022817684,0.002041562,0.0022425093,0.000088491615,0.000021672195,0.26271397],"genre_scores_gemma":[0.36188218,0.000015151841,0.000018203695,0.00020567157,0.00004975487,0.000035714183,0.0018976557,0.000038807782,0.63585687],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953514,0.0016778803,0.0006156952,0.00051667605,0.0013950679,0.00044329185],"domain_scores_gemma":[0.9976376,0.0008938411,0.0007630525,0.00031934862,0.00026202877,0.00012408636],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044253163,0.00031282322,0.00050632015,0.0004975298,0.0007058547,0.0000056555214,0.0005149556,0.0004268652,0.33151418],"category_scores_gemma":[0.00008506415,0.0002999004,0.000065124696,0.0008086094,0.000020083113,0.00016447347,0.00015298724,0.0035173073,0.0000137725965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.02449029,0.0063267564,0.7526108,0.0015641323,0.0008285358,0.00096993614,0.094584286,0.0023254666,0.000038307877,0.0058110943,0.019050911,0.091399506],"study_design_scores_gemma":[0.004460417,0.0006901216,0.33366728,0.00095777743,0.00009345614,4.2841248e-7,0.28827983,0.00024297202,0.0000043189416,0.00014532825,0.37100157,0.00045650173],"about_ca_topic_score_codex":0.91607225,"about_ca_topic_score_gemma":0.99917346,"teacher_disagreement_score":0.4189435,"about_ca_system_score_codex":0.004358722,"about_ca_system_score_gemma":0.010328026,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W7019487233","doi":"","title":"Genomic and Epidemiological Analyses of Candida auris: Unraveling Insights into a Critical Human Fungal Pathogen","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University Grants Commission","keywords":"Candida auris; Human pathogen; Epidemiology; Fungal pathogen; Antifungal drugs; Transmission (telecommunications); Antifungal; Candida infections","score_opus":0.05023923544622001,"score_gpt":0.32802869791523775,"score_spread":0.27778946246901776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019487233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953849,0.0012580499,0.00008649881,0.000042613556,0.00012397039,0.0002746307,0.00002600157,0.000069703055,0.044269495],"genre_scores_gemma":[0.8802708,0.00031327875,0.00037616634,0.000045735134,0.00009664371,0.0000011679867,0.0003223774,0.0000358997,0.11853795],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981384,0.00015618553,0.00045747054,0.0006699561,0.00026015975,0.00031778667],"domain_scores_gemma":[0.9987588,0.00030411346,0.00018596037,0.00030425412,0.00020708847,0.0002398015],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018827929,0.00034400632,0.0009803243,0.0002742135,0.00020744037,0.000017284221,0.00017713697,0.00050409755,0.0050230157],"category_scores_gemma":[0.000304397,0.00030821643,0.00028045542,0.00040868053,0.00024051897,0.000076440156,0.000097558426,0.00048444894,0.000021941305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004892778,0.00051951717,0.44095555,0.007251694,0.0015465739,0.00374571,0.0072688037,0.000023973216,0.45796192,0.0058438415,0.0008223135,0.0691673],"study_design_scores_gemma":[0.0018987771,0.00088968826,0.9529628,0.0015537805,0.0022261387,0.000011786895,0.026773373,0.00020383424,0.0029684892,0.0017408892,0.007973871,0.0007965721],"about_ca_topic_score_codex":0.0009300797,"about_ca_topic_score_gemma":0.0040565864,"teacher_disagreement_score":0.51200724,"about_ca_system_score_codex":0.00017300852,"about_ca_system_score_gemma":0.00019768266,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W7019515900","doi":"","title":"The Heart of a Mother, The Waves of Mothering: A Narrative Inquiry into Mothering Experiences of Child Weight Management","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Narrative inquiry; Temporality; Meaning (existential); Conceptualization; Identity (music); Social work; Qualitative research","score_opus":0.028449940178197942,"score_gpt":0.33821542681594896,"score_spread":0.309765486637751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019515900","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45865035,0.0019472311,0.00005456606,0.0012480234,0.0015677741,0.0020548669,0.000013377146,0.000042378615,0.53442144],"genre_scores_gemma":[0.29622042,0.0026032596,0.00055372145,0.0003722733,0.0001937348,0.00009116613,0.000031575608,0.00009583941,0.699838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99705386,0.0010836172,0.0006641864,0.00034051598,0.00049004954,0.000367791],"domain_scores_gemma":[0.9971508,0.00066628336,0.0014650273,0.0005072329,0.00014659845,0.0000640987],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065527763,0.00027071222,0.00053692755,0.00017115107,0.0017743661,0.000009276997,0.0008876827,0.00021831303,0.04933681],"category_scores_gemma":[0.000034132587,0.00019438763,0.00018104949,0.000597278,0.00030481606,0.00020910196,0.00030570268,0.000811141,0.000010230249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010334726,0.0001543921,0.0005006817,0.0033167591,0.00037800006,0.00000651274,0.96915054,0.00005846824,0.000075767,0.006222826,0.0010276216,0.018074935],"study_design_scores_gemma":[0.0003849183,0.00012722006,0.000841499,0.0006656662,0.000073768395,3.514668e-7,0.67157686,0.000030317193,0.00015783109,0.00008848766,0.32594198,0.0001110975],"about_ca_topic_score_codex":0.00088579505,"about_ca_topic_score_gemma":0.0032280227,"teacher_disagreement_score":0.32491437,"about_ca_system_score_codex":0.00014121494,"about_ca_system_score_gemma":0.00021205794,"threshold_uncertainty_score":0.9995252},"labels":[],"label_agreement":null},{"id":"W7019670308","doi":"","title":"How to consruct the Precarity Index","year":2016,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Index (typography); Poverty; Precarious work; Poverty level; Work (physics)","score_opus":0.032186742296172306,"score_gpt":0.23035717585517795,"score_spread":0.19817043355900565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019670308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023588004,0.0002394912,0.0011640984,0.002030353,0.001534768,0.0014911724,0.0013266114,0.00048185358,0.9914958],"genre_scores_gemma":[0.013165634,0.000099771794,0.0001465992,0.00017859989,0.0008599479,0.000005266975,0.000046570996,0.00029088734,0.9852067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946405,0.00056447275,0.00035616866,0.0014266167,0.001896109,0.0011160747],"domain_scores_gemma":[0.9955147,0.0002724754,0.0006874421,0.0018706679,0.0011033914,0.0005513167],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007103257,0.0009841928,0.0009905798,0.00075918017,0.00044602185,0.0004384833,0.0024396928,0.0008776025,0.09325047],"category_scores_gemma":[0.00033242258,0.0007171975,0.00055208744,0.0020289386,0.0005271467,0.0005404148,0.0017225838,0.0011233656,0.0040850164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039497664,0.00009226285,0.011094608,0.00020338724,0.0010072046,0.0007026134,0.00033667355,0.00001302463,0.0002536982,0.0012230834,0.56602013,0.41865838],"study_design_scores_gemma":[0.0009316368,0.00008775903,0.0022979234,0.00039721795,0.0004161756,0.00009058567,0.0006082715,0.0000040153327,0.00011170883,0.000080123704,0.99398696,0.000987647],"about_ca_topic_score_codex":0.0006751655,"about_ca_topic_score_gemma":0.0030598927,"teacher_disagreement_score":0.42796683,"about_ca_system_score_codex":0.002749657,"about_ca_system_score_gemma":0.002002303,"threshold_uncertainty_score":0.99952793},"labels":[],"label_agreement":null},{"id":"W7019724669","doi":"","title":"Identification of Optimal Study Weights in Meta-Analyses with a Binary Outcome","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Sulfinpyrazone; Diafiltration; Hyporeflexia; Tubulopathy; Articular cartilage damage","score_opus":0.5388730284049239,"score_gpt":0.46599417363153767,"score_spread":0.07287885477338624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019724669","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79021,0.0018298188,0.0009238014,0.000090664435,0.00046875596,0.0026074413,0.00007902796,0.000020205938,0.20377028],"genre_scores_gemma":[0.38076448,0.0000054065863,0.00039426752,0.0000059661515,0.000013837636,0.000007795991,0.00004299656,0.000022110242,0.6187431],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98130924,0.0053093215,0.0070928345,0.0016759088,0.004367194,0.00024552262],"domain_scores_gemma":[0.98952115,0.0008466503,0.0059075,0.0026349889,0.0009808983,0.00010883994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.016157499,0.00063649745,0.0061271917,0.0022257061,0.000086192966,0.00056753337,0.0023298662,0.0002067181,0.19130352],"category_scores_gemma":[0.0007971756,0.00031950575,0.002969351,0.005224826,0.000049775586,0.00043924758,0.00014642742,0.00037926817,0.0012403097],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032863682,0.008454864,0.33601663,0.008342635,0.23849143,0.006786408,0.11836739,0.026175003,0.003389584,0.01028513,0.020117901,0.22028665],"study_design_scores_gemma":[0.002997995,0.0013650878,0.1020571,0.0005687297,0.2263136,0.000021599093,0.38228455,0.012872247,0.00068202085,0.0012726989,0.2665428,0.0030215571],"about_ca_topic_score_codex":0.00015070522,"about_ca_topic_score_gemma":0.003288305,"teacher_disagreement_score":0.41497284,"about_ca_system_score_codex":0.00009969937,"about_ca_system_score_gemma":0.00012797797,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W7019732303","doi":"","title":"Identifying Gaps in Suicide Prevention, Intervention, and Support Services in the Greater Hamilton Area","year":2019,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Agency (philosophy); Suicide prevention; Intervention (counseling); Service (business); Mental health service; Occupational safety and health; Human factors and ergonomics; Poison control","score_opus":0.041756320089495716,"score_gpt":0.27011591378062855,"score_spread":0.22835959369113285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019732303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18150783,0.0009450453,0.000091647096,0.000053811364,0.00067134097,0.0020374528,0.0002362945,0.0001527278,0.8143039],"genre_scores_gemma":[0.18760855,0.0006339062,0.00008596539,0.00006640405,0.00009953925,0.000010244419,0.0006557388,0.00018579894,0.81065387],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949221,0.0008175293,0.00093849964,0.001292845,0.0012167953,0.0008122312],"domain_scores_gemma":[0.9976061,0.000092231334,0.0008942067,0.0009357996,0.0003504014,0.00012126127],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019313329,0.0007885064,0.00096660823,0.0018574309,0.00013411774,0.00035995682,0.0013130665,0.0006205239,0.031167924],"category_scores_gemma":[0.000024216246,0.0007411689,0.0003993204,0.0019917232,0.00016116399,0.0011494987,0.0006639612,0.0010685258,0.0007012528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061839947,0.0006942348,0.91117,0.006096445,0.0006493909,0.0038861374,0.011282425,0.000100955825,0.0001826923,0.00022700423,0.006792501,0.058299825],"study_design_scores_gemma":[0.0036892286,0.00020088897,0.27707952,0.005461797,0.0005149389,0.0002962366,0.011282746,0.000059475497,0.000055904624,0.00017724858,0.70008576,0.0010962522],"about_ca_topic_score_codex":0.0034645745,"about_ca_topic_score_gemma":0.0450782,"teacher_disagreement_score":0.6932933,"about_ca_system_score_codex":0.0012067778,"about_ca_system_score_gemma":0.0003531278,"threshold_uncertainty_score":0.9995039},"labels":[],"label_agreement":null},{"id":"W7019755682","doi":"","title":"Improving Access to Palliative in Ontario","year":2013,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Palliative care; MEDLINE; Government (linguistics); Quality (philosophy); Health care; Confidentiality","score_opus":0.02522110094838142,"score_gpt":0.2213266023834731,"score_spread":0.19610550143509167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019755682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046973207,0.000035087865,0.00053714507,0.00004248607,0.00030870855,0.0014676307,0.000099721954,0.0004137831,0.9966257],"genre_scores_gemma":[0.00025181056,0.0000034172256,0.0015089321,0.00018615414,0.00010091342,0.0000064187047,0.00004298765,0.0010192988,0.99688005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727046,0.00015837632,0.00025143352,0.0010958359,0.000401031,0.00082287577],"domain_scores_gemma":[0.9984935,0.000036963334,0.00038647736,0.0006606655,0.000065995155,0.00035641712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008076467,0.00071608135,0.00071206264,0.0018953244,0.00005849537,0.00024529808,0.0016986374,0.0005510703,0.7344296],"category_scores_gemma":[0.000017159455,0.0008352757,0.00015356595,0.0017310081,0.000086791624,0.000539425,0.0012666315,0.0008044229,0.01818652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002659573,0.00024757395,0.05688092,0.00019961102,0.00037297865,0.0007863136,0.002449905,0.00012492939,0.00022839461,0.0012698956,0.8180102,0.11916333],"study_design_scores_gemma":[0.0013114047,0.00006097976,0.0074665127,0.00048596895,0.00007742552,9.62872e-7,0.000528554,0.000031354506,0.00003440099,0.000011191928,0.98907083,0.00092043326],"about_ca_topic_score_codex":0.5266891,"about_ca_topic_score_gemma":0.94127905,"teacher_disagreement_score":0.716243,"about_ca_system_score_codex":0.0028889054,"about_ca_system_score_gemma":0.00041179516,"threshold_uncertainty_score":0.9994098},"labels":[],"label_agreement":null},{"id":"W7019769195","doi":"","title":"IMPACT OF SUPER USER SUPPORT ON USER PERCEPTIONS AND SATISFACTION WITH INTEGRATIVE TECHNOLOGIES: A SOCIAL PRESENCE PERSPECTIVE","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Implementation; Process (computing); Information system; Computer user satisfaction; Executive information system; Perception; Perspective (graphical); Enterprise system","score_opus":0.020273391336138376,"score_gpt":0.27735058674090396,"score_spread":0.2570771954047656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019769195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8050357,0.000007517527,0.000092230526,0.00022213558,0.00022852089,0.0009117767,0.000119505596,0.00037012505,0.19301246],"genre_scores_gemma":[0.82061166,0.000016594851,0.000035671994,0.000026630873,0.00010145936,0.0000063615166,0.00021612448,0.000054056283,0.17893146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987294,0.000029894121,0.00021412125,0.00044592516,0.00030853145,0.0002721406],"domain_scores_gemma":[0.9989872,0.000049573773,0.0003756415,0.00016561984,0.0004044762,0.000017462857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007139728,0.00036998652,0.00038940224,0.00072362646,0.00026455216,0.00016055582,0.00019680007,0.00023597147,0.01727327],"category_scores_gemma":[0.000047903155,0.00030309893,0.00016317921,0.0009609029,0.000115170595,0.0010748529,0.00007383823,0.0003271171,0.00010310812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00482277,0.00046605905,0.6709614,0.0014044545,0.0029164923,0.00015772667,0.040756684,0.00010632622,0.00228847,0.05898309,0.05680189,0.16033465],"study_design_scores_gemma":[0.001242671,0.0002910805,0.5413734,0.00029908525,0.00027407604,0.0000022745785,0.44716433,0.000034576984,0.000026100966,0.00013896656,0.008690759,0.00046267902],"about_ca_topic_score_codex":0.008454156,"about_ca_topic_score_gemma":0.020461187,"teacher_disagreement_score":0.40640765,"about_ca_system_score_codex":0.00033950282,"about_ca_system_score_gemma":0.000113874434,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W7019843825","doi":"","title":"Incorporation of Lipid Nanoparticles into Pullulan Based Oral Thin Films for the Delivery of Vaccines","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Buccal administration; Active ingredient; Syringe; Dosage form; Hypodermic needle; Oral administration; Drug; Vaccination; Immune system","score_opus":0.05325299572569466,"score_gpt":0.3305103131494762,"score_spread":0.27725731742378157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019843825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95195216,0.0022192586,0.0021369972,0.0003399067,0.005837095,0.0041009835,0.0010075244,0.0001805053,0.032225598],"genre_scores_gemma":[0.87043476,0.00010583425,0.0011422473,0.00016480523,0.00012517987,0.00003290866,0.0009975805,0.00006614664,0.12693055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981776,0.00048818788,0.00048523175,0.00035973033,0.00023536292,0.00025389087],"domain_scores_gemma":[0.99774086,0.0007101471,0.0008721853,0.00027864994,0.00031987546,0.000078262914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038173675,0.0003030711,0.00048555832,0.00020359507,0.00033552275,0.000010096491,0.00061882497,0.00034728934,0.039484497],"category_scores_gemma":[0.000044061097,0.00028520482,0.00024341757,0.000505905,0.00009883006,0.00018925393,0.000097148215,0.00045814854,0.000008291709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021271832,0.0011289676,0.011657077,0.003620726,0.002080155,0.000077294586,0.009525242,0.14878248,0.3113608,0.0041568554,0.011336321,0.47500226],"study_design_scores_gemma":[0.0045146775,0.0006473356,0.00062286266,0.00012779879,0.0013499162,0.0000028905863,0.025004975,0.051798686,0.18998793,0.00021055824,0.72508824,0.0006441377],"about_ca_topic_score_codex":0.00022915014,"about_ca_topic_score_gemma":0.0010661881,"teacher_disagreement_score":0.7137519,"about_ca_system_score_codex":0.00012040315,"about_ca_system_score_gemma":0.00024339414,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W7019870833","doi":"","title":"Improving End-of-Life Communication and Decision-making in Ontario","year":2013,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.016029991129809067,"score_gpt":0.21391507253703074,"score_spread":0.19788508140722166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019870833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031650541,0.00059195,0.0009154687,0.000008188082,0.000085789194,0.00054885837,0.000039546936,0.00013691685,0.9945082],"genre_scores_gemma":[0.012225455,0.000044815213,0.017193735,0.00002628997,0.00002103834,0.0000013228714,0.000024297733,0.00046119734,0.9700019],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983263,0.00016323071,0.00032246992,0.000533073,0.00029682764,0.00035810846],"domain_scores_gemma":[0.998137,0.00021112832,0.00064903207,0.00081521366,0.000053635325,0.00013400154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016015979,0.00041029148,0.00060268113,0.0011960292,0.000066748435,0.00006487014,0.0008007195,0.00044730565,0.31375393],"category_scores_gemma":[0.00004332479,0.00048232923,0.00009137406,0.000679639,0.00024422968,0.00030983557,0.0008617403,0.00059838203,0.00052007625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025076655,0.00014135444,0.03734817,0.00019871244,0.00019140742,0.000057997855,0.0011790541,0.00004447639,0.000123,0.003542793,0.035101015,0.92182124],"study_design_scores_gemma":[0.0015802034,0.000036607187,0.0041937768,0.0017352183,0.00008889974,0.0000037777527,0.0008150242,0.00030570087,0.0000039068905,0.0001313044,0.9905664,0.00053920137],"about_ca_topic_score_codex":0.17727594,"about_ca_topic_score_gemma":0.7564593,"teacher_disagreement_score":0.9554654,"about_ca_system_score_codex":0.00070563995,"about_ca_system_score_gemma":0.0003325536,"threshold_uncertainty_score":0.99976283},"labels":[],"label_agreement":null},{"id":"W7019879107","doi":"","title":"Inulin-type fructans supplementation and cardiovascular disease risk factors","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Functional food; Obesity; Disease; Randomized controlled trial; Nutritional epidemiology; Fructan; Clinical nutrition; Human studies; Quality (philosophy)","score_opus":0.0132256231357232,"score_gpt":0.22295552483124104,"score_spread":0.20972990169551783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019879107","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963213,0.0020360178,0.000058793776,0.000119811186,0.0065909075,0.0012026663,0.00092660787,0.00075153646,0.025100635],"genre_scores_gemma":[0.4141694,0.0024585265,0.0013571256,0.00009311223,0.00056320295,0.0000046256146,0.0083972,0.00049165136,0.5724651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783844,0.00023650037,0.0002675668,0.00088304916,0.0003402598,0.0004341812],"domain_scores_gemma":[0.9987999,0.000070853755,0.00023263741,0.0005919844,0.00012288184,0.00018171036],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012245424,0.0004657407,0.00055665406,0.00049371296,0.0002868975,0.0000844077,0.000443658,0.0005725293,0.011778281],"category_scores_gemma":[0.00012052576,0.0005383611,0.00031799468,0.0009608183,0.00010565617,0.00018671263,0.00011692075,0.0006209765,0.00010695917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034817914,0.00013829667,0.02727755,0.0011190951,0.0036433178,0.00036255748,0.0061509507,0.00030713624,0.005426042,0.00048645565,0.0066847717,0.94492203],"study_design_scores_gemma":[0.0019469893,0.0002768504,0.020220375,0.00023920344,0.0046941815,0.0000031295674,0.021749917,0.000074805364,0.009120169,0.00038351,0.9400884,0.00120249],"about_ca_topic_score_codex":0.0011052889,"about_ca_topic_score_gemma":0.0012848736,"teacher_disagreement_score":0.94371957,"about_ca_system_score_codex":0.0001690058,"about_ca_system_score_gemma":0.000050104467,"threshold_uncertainty_score":0.9997068},"labels":[],"label_agreement":null},{"id":"W7019906756","doi":"","title":"Keynote talk: Sharon McGowan and Susan Brinton (Women in Film and Television-Vancouver; University of British Columbia)","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performance art; Femininity; Interpretation (philosophy); Cultural studies","score_opus":0.0068254906740676125,"score_gpt":0.17408479764112514,"score_spread":0.16725930696705751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019906756","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056103244,0.0008750492,0.00002341574,0.000009420591,0.00018458969,0.0005936891,0.0016396715,0.00016949348,0.94040143],"genre_scores_gemma":[0.0063629025,0.0011460566,0.0005211627,0.000015300342,0.000047840447,2.791772e-7,0.00009846646,0.000410291,0.9913977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969708,0.00033206848,0.00025474958,0.001252972,0.00041269622,0.00077676243],"domain_scores_gemma":[0.99840534,0.000093325536,0.00044085356,0.00053173566,0.00009647416,0.00043229223],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021187168,0.0004325125,0.0010770089,0.00052185764,0.000118478776,0.00014144684,0.0005504706,0.00062628026,0.2972801],"category_scores_gemma":[0.000027120192,0.0008936592,0.00012947162,0.001329514,0.0005940645,0.0002750237,0.0011450299,0.00052137766,0.000039636743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043424897,0.0003767624,0.038625468,0.001659769,0.00057060795,0.008074538,0.0008593659,0.000018505609,0.00042648293,0.00002984938,0.68821275,0.26071164],"study_design_scores_gemma":[0.0041844435,0.00014170934,0.015020049,0.0017722105,0.0001232989,0.000043172324,0.00676622,0.00006816555,0.0000049276027,0.000021605765,0.9710307,0.0008234788],"about_ca_topic_score_codex":0.11040326,"about_ca_topic_score_gemma":0.7561961,"teacher_disagreement_score":0.64579284,"about_ca_system_score_codex":0.0007472815,"about_ca_system_score_gemma":0.0002361071,"threshold_uncertainty_score":0.9993514},"labels":[],"label_agreement":null},{"id":"W7019931653","doi":"","title":"Introducing Cell Cycle Regulation to a Mathematical Model of the T-cell Proliferative Phase","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cell cycle; Cell division; Intracellular; Dynamics (music); Extracellular; Regulator; Mechanism (biology); Cell; Division (mathematics); Compartment (ship)","score_opus":0.009309769171577728,"score_gpt":0.2214591649979041,"score_spread":0.2121493958263264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019931653","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5514969,0.0018917979,0.002586876,0.00021322153,0.0010497798,0.0014905152,0.00013199296,0.00010813563,0.44103074],"genre_scores_gemma":[0.2351425,0.000020112098,0.00022554748,0.00003647189,0.00001784934,0.0000039756255,0.00010596017,0.000039065333,0.7644085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866235,0.0002485676,0.00032100026,0.00041647608,0.00007619685,0.0002753934],"domain_scores_gemma":[0.99914116,0.00007648718,0.00022096532,0.00042683748,0.00011416131,0.000020408404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012288443,0.00031234653,0.00040840014,0.0002102362,0.00019362743,0.0000272205,0.00045830122,0.0004099716,0.017646635],"category_scores_gemma":[0.000021187181,0.00025482322,0.00024596043,0.0004081787,0.00008536236,0.000108469416,0.00011546795,0.00048738302,0.00037994143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030325085,0.0003983477,0.000003238911,0.0004898003,0.0002253801,0.0000035148034,0.013020959,0.001474817,0.9539648,0.0013363567,0.0019969647,0.024053294],"study_design_scores_gemma":[0.0024094305,0.00032977836,0.00002125964,0.00054826745,0.000385643,0.0000056044337,0.0062667127,0.0013996004,0.941398,0.00063757517,0.046175692,0.0004224143],"about_ca_topic_score_codex":0.000023865912,"about_ca_topic_score_gemma":0.00003154443,"teacher_disagreement_score":0.32337776,"about_ca_system_score_codex":0.00011062197,"about_ca_system_score_gemma":0.00022399145,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W7020040627","doi":"","title":"Inferring the time-varying transmission rate and effective reproduction number by fitting semi-mechanistic compartmental models to incidence data","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Akaike information criterion; Smoothing; Transmission (telecommunications); Basic reproduction number; Estimation; Estimation theory; Disease transmission","score_opus":0.09640177110625162,"score_gpt":0.3375081395719067,"score_spread":0.24110636846565506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020040627","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3993143,0.0040342836,0.19591571,0.004136965,0.0022560537,0.0125458725,0.0008964172,0.0020664283,0.37883395],"genre_scores_gemma":[0.38107404,0.0006229664,0.009240304,0.0007402971,0.00043293057,0.000052225852,0.0013374031,0.00025126024,0.60624856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975225,0.00040594305,0.00033663993,0.001176569,0.00023760286,0.00032078047],"domain_scores_gemma":[0.99736196,0.0016790322,0.00021821297,0.0005607184,0.000069830035,0.00011026402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083395734,0.00041033048,0.00055231666,0.000055913726,0.00047200493,0.00009985536,0.0005370974,0.00019750123,0.0023647847],"category_scores_gemma":[0.00044294767,0.00032756108,0.000084771134,0.00040989992,0.00005257648,0.00033634104,0.0006912803,0.0005299074,0.00007592393],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027960972,0.0005001231,0.0011143812,0.009940702,0.0027611626,0.0004756591,0.028090375,0.005521162,0.02308726,0.01285112,0.12508368,0.78777826],"study_design_scores_gemma":[0.0032598989,0.0007410276,0.0009726156,0.014070665,0.006145564,0.000083265804,0.025605319,0.31302297,0.0071262764,0.18225266,0.44164845,0.0050712964],"about_ca_topic_score_codex":0.00018893329,"about_ca_topic_score_gemma":0.00011513771,"teacher_disagreement_score":0.782707,"about_ca_system_score_codex":0.00029762348,"about_ca_system_score_gemma":0.00003595808,"threshold_uncertainty_score":0.9999176},"labels":[],"label_agreement":null},{"id":"W7020061762","doi":"","title":"An Investigation of Stable Carbon and Nitrogen Isotope Analysis Throughout the Life of Small Mouth Bass: Implications for Trophic Level Studies","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fish <Actinopterygii>; Stable isotope ratio; Trophic level; Population","score_opus":0.03639072652950167,"score_gpt":0.25825103428589213,"score_spread":0.22186030775639046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020061762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788541,0.00015726169,0.00038572776,0.000123991,0.000053275355,0.00067229057,0.0004260769,0.000017063103,0.019310204],"genre_scores_gemma":[0.87832403,0.00019095349,0.0068461043,0.000115220966,0.000056850215,0.000033571883,0.0008732409,0.00004868972,0.11351133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987177,0.00016177597,0.0003300977,0.00044531556,0.00014177006,0.0002033263],"domain_scores_gemma":[0.9985858,0.00014758282,0.00058808125,0.0004640814,0.00014385447,0.0000706031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019938369,0.0002151385,0.0005275509,0.0001733594,0.00018637096,0.000014313322,0.0004866354,0.00017367386,0.006174174],"category_scores_gemma":[0.000055449236,0.00018815887,0.00016813897,0.0010504876,0.00042008405,0.00015038201,0.00012619336,0.00010022933,0.000003163311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047597702,0.00022546116,0.9232359,0.0004210577,0.008819878,0.0000019287634,0.021289496,0.003753684,0.010528945,0.000999592,0.0012652458,0.028982822],"study_design_scores_gemma":[0.001591552,0.000768747,0.8870972,0.00008518921,0.0197873,0.0000010392757,0.06157057,0.006397244,0.0076978826,0.0041557467,0.00982798,0.0010195419],"about_ca_topic_score_codex":0.001390556,"about_ca_topic_score_gemma":0.02518598,"teacher_disagreement_score":0.10053007,"about_ca_system_score_codex":0.00012819146,"about_ca_system_score_gemma":0.00006109759,"threshold_uncertainty_score":0.9947343},"labels":[],"label_agreement":null},{"id":"W7020073777","doi":"","title":"Intended and Unintended Consequences: The Impact of Competence by Design Implementation on the Experiences of Trainees in a Pediatric Residency Program","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Competence (human resources); Feeling; Burnout; Work hours; Recall; Institutional review board; Graduate medical education","score_opus":0.026741699690201494,"score_gpt":0.3266004547281778,"score_spread":0.29985875503797627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020073777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97502726,0.00040053265,0.000057329133,0.0009302357,0.00020944708,0.0016747453,0.000012773586,0.000029663839,0.021657998],"genre_scores_gemma":[0.9900593,0.0001727164,0.0005714426,0.000039513867,0.000027366039,0.000034462137,0.00012533579,0.000015677391,0.008954155],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986903,0.00017333093,0.00038444815,0.00026321417,0.00031882568,0.00016987132],"domain_scores_gemma":[0.99905163,0.00017375681,0.00031567446,0.00019205033,0.00023552924,0.000031334057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033226074,0.00019658527,0.00028696502,0.00032571383,0.00006104587,0.000021329923,0.00025031253,0.00012894708,0.0043154904],"category_scores_gemma":[0.00015340705,0.000118386066,0.000085215994,0.0014314979,0.0005241684,0.00007655649,0.000023864288,0.00038826588,0.0000015846626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026144537,0.0012899594,0.0077024745,0.0028576772,0.0009163437,0.0001129291,0.45168677,0.000044804354,0.004935841,0.030549439,0.02193573,0.47535357],"study_design_scores_gemma":[0.0010151719,0.0019667456,0.010887139,0.0009571788,0.00041559627,0.000013282145,0.9787892,0.0005430895,0.0030976157,0.0016520321,0.00042348905,0.00023945463],"about_ca_topic_score_codex":0.00050625467,"about_ca_topic_score_gemma":0.00017650018,"teacher_disagreement_score":0.5271024,"about_ca_system_score_codex":0.00015550006,"about_ca_system_score_gemma":0.0006831898,"threshold_uncertainty_score":0.9965947},"labels":[],"label_agreement":null},{"id":"W7020103072","doi":"","title":"Intergenerational Relations in Later Life: Theory, Co-Housing, and Social Dynamics","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Conceptual framework; Life course approach; Qualitative research; Social dynamics; Conceptual model; Public policy; Lived experience; The Conceptual Framework; Term (time)","score_opus":0.013449798951022577,"score_gpt":0.26717230002237413,"score_spread":0.2537225010713516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020103072","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06846577,0.000121041754,0.00014942959,0.0005351525,0.00034190217,0.00032542125,0.00009877564,0.00006055797,0.92990196],"genre_scores_gemma":[0.23765692,0.000057735095,0.00006909623,0.00010148125,0.000117738506,0.0000039665315,0.0006361271,0.000028057835,0.7613289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982047,0.00073306425,0.00017857854,0.0003294783,0.00028372658,0.00027042095],"domain_scores_gemma":[0.99943626,0.00011544453,0.0001613214,0.00006736992,0.00015516365,0.00006442857],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029124317,0.00018837061,0.00023052607,0.00033296982,0.001424329,0.00014466229,0.00020387681,0.00023855593,0.09509897],"category_scores_gemma":[0.000058413283,0.00024118175,0.000065420296,0.00070315297,0.00018518801,0.00034742517,0.0000640801,0.00039168616,0.000009578301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072361145,0.00018766169,0.022284525,0.000111392095,0.00021235876,0.00019353008,0.24758622,0.00022431341,0.000011218504,0.6480877,0.0033078194,0.07706967],"study_design_scores_gemma":[0.0004237066,0.000031182113,0.0032457816,0.00002086892,0.00004979247,1.4724753e-7,0.3810562,0.00015621113,0.0000023753043,0.0017960928,0.6129298,0.0002878112],"about_ca_topic_score_codex":0.0005220583,"about_ca_topic_score_gemma":0.09313372,"teacher_disagreement_score":0.6462916,"about_ca_system_score_codex":0.00086807867,"about_ca_system_score_gemma":0.0009152603,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W7020163785","doi":"","title":"Impacts of spruce budworm defoliation on stream food webs and mercury cycling","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food web; Trophic level; Watershed; STREAMS; Methylmercury; Biogeochemical cycle; Dissolved organic carbon; Mercury (programming language); Trophic state index; Cycling","score_opus":0.016160399294174888,"score_gpt":0.2307174454225254,"score_spread":0.2145570461283505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020163785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7422186,0.000050368108,0.000008473354,0.00003148193,0.00021943048,0.00019688524,0.0000430354,0.000049635248,0.2571821],"genre_scores_gemma":[0.8209647,0.0003000378,0.000083833875,0.00003401356,0.000036675396,0.000001051923,0.00013064846,0.00003537848,0.17841364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987903,0.00004972144,0.00021485052,0.00035801125,0.00032896936,0.00025815304],"domain_scores_gemma":[0.9992974,0.00008947959,0.00029185263,0.00017286006,0.000021749107,0.00012667791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008839176,0.00026848796,0.00030698604,0.00014261392,0.00017614187,0.000025613228,0.00017049015,0.000188379,0.013468799],"category_scores_gemma":[0.000038124508,0.0002785812,0.000093755356,0.00047297642,0.00007716764,0.00023052112,0.000098480254,0.00018787423,0.00019619428],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010463117,0.00031568928,0.18782274,0.0008943435,0.0008399308,0.000077036675,0.018006783,0.0007007802,0.011453548,0.0015509522,0.006575672,0.7707162],"study_design_scores_gemma":[0.0036241524,0.0017979114,0.81887215,0.0015434489,0.0009633629,0.000006835588,0.05962435,0.00019530933,0.029973948,0.0011206975,0.08022085,0.0020569891],"about_ca_topic_score_codex":0.00038405447,"about_ca_topic_score_gemma":0.0052517178,"teacher_disagreement_score":0.76865923,"about_ca_system_score_codex":0.00016485735,"about_ca_system_score_gemma":0.000024453117,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W7020236879","doi":"","title":"Keeping Rural Health Care Close to Home: In the Rural and Indigenous Communities Surrounding Grandview and Roblin, Manitoba","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Rural health; Health care; Rural population; Rural area","score_opus":0.03813434925274204,"score_gpt":0.2933016001262843,"score_spread":0.25516725087354225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020236879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784178,0.0034288934,0.00008819404,0.0057198936,0.00025573932,0.0009802899,0.000032659696,0.00007136165,0.0110051725],"genre_scores_gemma":[0.994221,0.0007242881,0.0001339429,0.0036265121,0.00012869069,0.000003447251,0.000030362113,0.00002064704,0.0011111276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981163,0.0008153831,0.0002446222,0.00016778953,0.00015964758,0.000496237],"domain_scores_gemma":[0.99919,0.0002613054,0.00010795604,0.00017901645,0.000057656576,0.00020407315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609501,0.00018596719,0.00035656462,0.0001477626,0.0011683258,0.000057120356,0.00028377995,0.00010019468,0.0006084554],"category_scores_gemma":[0.000012052494,0.0001657896,0.000043263673,0.00061576144,0.00007192467,0.00019160812,0.00027397406,0.0005459265,0.000015107699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002591599,0.000020262814,0.108402126,0.0008108965,0.000023979057,0.00004059265,0.65307325,0.0000065366894,0.0000074621794,0.00044504943,0.0009668951,0.23594376],"study_design_scores_gemma":[0.0011920263,0.0002430139,0.037296608,0.00039942565,0.000028718654,0.000005990944,0.88410944,0.0000070024344,6.7917813e-7,0.000029066796,0.07649975,0.00018827939],"about_ca_topic_score_codex":0.011038963,"about_ca_topic_score_gemma":0.02914275,"teacher_disagreement_score":0.23575549,"about_ca_system_score_codex":0.00023176904,"about_ca_system_score_gemma":0.00013299078,"threshold_uncertainty_score":0.99554664},"labels":[],"label_agreement":null},{"id":"W7020655848","doi":"","title":"Measuring the Effect of Ram Pressure on Star Formation in Infalling Galaxies","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ram pressure; Star formation; Galaxy; Population; Galaxy formation and evolution; Halo; Accretion (finance); Spiral galaxy","score_opus":0.007418249032366356,"score_gpt":0.18667183353026945,"score_spread":0.1792535844979031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020655848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90334827,0.00014583919,0.000027521555,0.0000159501,0.00027263898,0.0005768336,0.000028861257,0.000045025066,0.09553905],"genre_scores_gemma":[0.9231498,0.0000078010835,0.000018657438,3.4303923e-7,0.000088824054,0.0000069437688,0.00025905546,0.000032789194,0.07643579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986309,0.00016990001,0.0003358087,0.00026611422,0.00033597337,0.0002613296],"domain_scores_gemma":[0.99922985,0.00010152028,0.00031417925,0.00022537117,0.00008704502,0.000042006443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020229073,0.00033049652,0.00034394287,0.00031315646,0.00014794705,0.00007652881,0.0003628244,0.00012720893,0.005367161],"category_scores_gemma":[0.0000071728464,0.0002818072,0.0001763397,0.0005127616,0.000035184963,0.00048950873,0.000057894915,0.00045963348,0.000068863555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000762358,0.000082555016,0.949653,0.0026889401,0.0006239461,5.5428717e-7,0.018153729,0.004210786,0.0002158564,0.009093454,0.00043402505,0.014080755],"study_design_scores_gemma":[0.0016224893,0.0003313371,0.95598274,0.0016150395,0.00055688707,7.1314935e-7,0.0124026295,0.0047532227,0.005094148,0.00060360634,0.016399104,0.0006380941],"about_ca_topic_score_codex":0.00035348884,"about_ca_topic_score_gemma":0.00044988058,"teacher_disagreement_score":0.019801518,"about_ca_system_score_codex":0.00014350124,"about_ca_system_score_gemma":0.000054136013,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W7020690155","doi":"","title":"Long-Term Local Knowledge, Historically-Bound Science, and the Politics of Environmental Policy Changes: New Roles for Northern Peoples and Scientists.","year":2001,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Politics; Climate change; Environmental policy; Environmental politics; Public policy; Environmental change; Climate policy; Political economy of climate change","score_opus":0.01047516043385185,"score_gpt":0.212610131218967,"score_spread":0.20213497078511514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020690155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004482817,0.007879663,0.0018666213,0.00022125714,0.000314312,0.00172207,0.0010382981,0.00015609237,0.9823189],"genre_scores_gemma":[0.006373338,0.0005196714,0.00028900563,0.000043201326,0.00043026838,0.0000023687173,0.0000275335,0.00036404328,0.9919506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973997,0.00010621244,0.00022799044,0.0008890646,0.00060529285,0.0007717308],"domain_scores_gemma":[0.9983707,0.00013811474,0.000423217,0.00052594737,0.00008497474,0.0004570265],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027790814,0.0005518905,0.0006648159,0.0014584047,0.0005175162,0.00013662706,0.0009522626,0.00027476557,0.00903841],"category_scores_gemma":[0.00005461749,0.00048533865,0.00012400167,0.0014721991,0.0074214395,0.00017252695,0.0007982816,0.00019777681,0.00007246159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008029636,0.00080113194,0.032188855,0.0012914449,0.0007477848,0.00009490324,0.007435685,0.000007312413,0.00092649186,0.038968164,0.056202773,0.86053246],"study_design_scores_gemma":[0.004948541,0.00015848967,0.002164073,0.00025994875,0.0004141411,0.000046185112,0.0017544656,0.00005485729,0.000042849937,0.00011738147,0.9894469,0.00059219997],"about_ca_topic_score_codex":0.0020418218,"about_ca_topic_score_gemma":0.058978833,"teacher_disagreement_score":0.9332441,"about_ca_system_score_codex":0.0014654637,"about_ca_system_score_gemma":0.0010325207,"threshold_uncertainty_score":0.99975985},"labels":[],"label_agreement":null},{"id":"W7020763470","doi":"","title":"Mathematics and Statistics Graduate Program Handbook, 2022-2023","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Statistics education; Graduate students; Statistical analysis; Exposition (narrative)","score_opus":0.0176848253281786,"score_gpt":0.21856166853071235,"score_spread":0.20087684320253374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020763470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015966496,0.000114396455,0.026982287,0.00002409181,0.00013152897,0.0004089751,0.0014808297,0.00010693589,0.970735],"genre_scores_gemma":[0.000030683805,0.000064512686,0.022566877,0.000012976163,0.00013641968,0.000007732432,0.0002874034,0.00014827987,0.9767451],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999044,0.00002999564,0.00014848528,0.00028103538,0.00023806392,0.00025841952],"domain_scores_gemma":[0.99940497,0.000024627117,0.00024394832,0.00020664302,0.00003303414,0.000086799235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003248695,0.00029935158,0.00035604698,0.00012227663,0.0002152592,0.0000659759,0.00019352985,0.000067463945,0.2820408],"category_scores_gemma":[8.675014e-7,0.00031696956,0.00008114348,0.00021905501,0.000107036,0.00006069315,0.00039276772,0.0003506172,0.00012312073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009673121,0.00016742395,0.00028325748,0.00011574395,0.00046202418,0.00002054106,0.00039479733,0.000005216872,0.0000014510689,0.041959986,0.4701699,0.48641],"study_design_scores_gemma":[0.00050326507,0.000062846746,0.000022206388,0.00004704787,0.00013212612,5.1484386e-7,0.0035732512,0.00034292016,0.0000014319409,0.0008597195,0.99413776,0.00031692904],"about_ca_topic_score_codex":0.00018764508,"about_ca_topic_score_gemma":0.000047299487,"teacher_disagreement_score":0.52396786,"about_ca_system_score_codex":0.000037894468,"about_ca_system_score_gemma":0.000036082398,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W7020781470","doi":"","title":"Misreporting of coverage and cost-related non-adherence to prescription drugs: an analysis using the Canadian Community Health Survey","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Odds; Prescription drug; Population; Public health; Odds ratio","score_opus":0.05655434702693963,"score_gpt":0.31265727102115193,"score_spread":0.2561029239942123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020781470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93245167,0.00016018737,0.0006560528,0.000067962595,0.00015817238,0.0008780523,0.00009864888,0.00001938371,0.06550985],"genre_scores_gemma":[0.8321242,0.000047736634,0.00020965331,0.00030819388,0.000012495354,0.0000018808089,0.0020705638,0.000017669056,0.16520761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979614,0.00064119446,0.00044947572,0.0003511864,0.00032552035,0.00027121758],"domain_scores_gemma":[0.9977585,0.00007393472,0.0006213641,0.0005975369,0.0004722015,0.00047646285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073906366,0.00021568954,0.00059380947,0.00032515163,0.0004953002,0.00005358791,0.00027056286,0.00020176928,0.0098087],"category_scores_gemma":[0.000101275684,0.00021155385,0.00010622952,0.0016745722,0.00006518675,0.00012375988,0.000047260844,0.000608249,0.00000757436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008202316,0.0004774181,0.5964698,0.0015387766,0.0029076561,0.00017399636,0.042116877,0.0014774809,0.0013311935,0.00016102292,0.0011751346,0.3513504],"study_design_scores_gemma":[0.001180756,0.00043265097,0.9134359,0.0014208712,0.0014554762,0.000015127719,0.07154353,0.004876563,0.00020592024,0.000015683157,0.004968708,0.00044884268],"about_ca_topic_score_codex":0.6948,"about_ca_topic_score_gemma":0.9280203,"teacher_disagreement_score":0.35090154,"about_ca_system_score_codex":0.00042305715,"about_ca_system_score_gemma":0.0016167475,"threshold_uncertainty_score":0.9910965},"labels":[],"label_agreement":null},{"id":"W7020807314","doi":"","title":"Microstructural Effects on the Formability of Rolled and Extruded Magnesium Sheet","year":2009,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Formability; Magnesium; Microstructure; Recrystallization (geology); Deformation (meteorology); Magnesium alloy; Grain size; Slip (aerodynamics); Sheet metal","score_opus":0.005662192221831653,"score_gpt":0.1618277806892352,"score_spread":0.15616558846740355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020807314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01383279,0.00009236289,0.000035793146,0.00019590989,0.00028721138,0.00049705076,0.000024655208,0.00010685585,0.98492736],"genre_scores_gemma":[0.17234962,0.000017171302,0.000045440593,0.00044149967,0.00061545405,0.0000013206538,0.00003969039,0.00009257397,0.82639724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991947,0.000022560567,0.00012926725,0.0002938168,0.00016087817,0.0001987947],"domain_scores_gemma":[0.99941546,0.00002981709,0.0002622387,0.00024460323,0.00003676544,0.000011140927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006268544,0.0002648365,0.0003034119,0.00017110641,0.00010644534,0.00007586757,0.00026627313,0.00019154453,0.02375871],"category_scores_gemma":[0.00001741432,0.00020028366,0.00010522328,0.00029864535,0.00010452921,0.00019971009,0.00015155437,0.00015801469,0.000032205837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089344394,0.0001396526,0.008511173,0.002733857,0.000120494675,0.00006801318,0.000069043606,0.00000834336,0.000500671,0.029423816,0.17030647,0.787225],"study_design_scores_gemma":[0.0015128099,0.0000646846,0.034284122,0.00029605775,0.00021626035,9.865003e-7,0.00013462441,0.00015180065,0.000089186186,0.00056538446,0.96232927,0.00035481033],"about_ca_topic_score_codex":0.0005375181,"about_ca_topic_score_gemma":0.0004641029,"teacher_disagreement_score":0.7920228,"about_ca_system_score_codex":0.000028672504,"about_ca_system_score_gemma":0.000011237937,"threshold_uncertainty_score":0.9771337},"labels":[],"label_agreement":null},{"id":"W7020825196","doi":"","title":"Measuring Health System Efficiency in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Public health; Healthcare system; Health data; Data collection","score_opus":0.015810236512831952,"score_gpt":0.1761871145623915,"score_spread":0.16037687804955955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020825196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051082454,0.00046385848,0.00040109653,0.00004208383,0.0005662468,0.0006377835,0.00020650931,0.00046119408,0.99717015],"genre_scores_gemma":[0.011117689,0.000010714612,0.00015927736,0.00007739592,0.00013472147,0.000001044258,0.00002473533,0.00091621245,0.9875582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965167,0.00052785844,0.0003590372,0.0008798229,0.0007208073,0.0009957445],"domain_scores_gemma":[0.99824154,0.000040994306,0.0005976115,0.0006944907,0.00003872316,0.0003866386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027494432,0.0006075903,0.0009493108,0.0011086914,0.000101291436,0.00003544246,0.0010001418,0.00024184897,0.0745208],"category_scores_gemma":[0.000010920935,0.00072453154,0.000107654974,0.0017096433,0.00006243255,0.0000712143,0.0002584453,0.0005049908,0.0020045473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001311104,0.00012122474,0.011288269,0.0038662637,0.00027727583,0.00158408,0.00030885442,0.0014191642,0.000019303121,0.00496552,0.8750199,0.10099904],"study_design_scores_gemma":[0.0012280297,0.00002991749,0.00029073242,0.001975356,0.000032489927,0.0000122365645,0.0014259882,0.00038341328,0.000004189213,4.4863808e-7,0.9939795,0.00063770264],"about_ca_topic_score_codex":0.9674457,"about_ca_topic_score_gemma":0.99717015,"teacher_disagreement_score":0.118959606,"about_ca_system_score_codex":0.0110700205,"about_ca_system_score_gemma":0.0034994425,"threshold_uncertainty_score":0.9995206},"labels":[],"label_agreement":null},{"id":"W7020855603","doi":"","title":"McMaster’s Digital Research Infrastructure Needs White Paper","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"RDM; Data management; Plan (archaeology); Identifier; Digital data; Design science research; White paper; Big data; Research data","score_opus":0.02141797720327368,"score_gpt":0.23121210385481203,"score_spread":0.20979412665153835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020855603","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017544317,0.00028893325,0.00015038376,0.00034587225,0.00041132298,0.0010490476,0.001938673,0.0014558387,0.9943424],"genre_scores_gemma":[0.0006945543,0.000047828613,0.0006262443,0.0002775562,0.0011205352,0.0000028867948,0.00035254523,0.002742658,0.9941352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939638,0.0005242498,0.00042997196,0.0016126091,0.0017774093,0.0016919962],"domain_scores_gemma":[0.9971448,0.00010564131,0.00042122896,0.0011713242,0.00021738608,0.0009395969],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00019481215,0.0012776988,0.001141468,0.0030967465,0.00028692838,0.0007113629,0.002565822,0.0013849203,0.83352304],"category_scores_gemma":[0.00006833452,0.0013979208,0.0004629013,0.007215966,0.00084014324,0.0010181945,0.0022398743,0.0025792615,0.031208964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033263667,0.00007704772,0.0018847291,0.00024690342,0.00051422266,0.0005863643,0.0009836515,0.000025530451,0.00019754673,0.0015791345,0.8908695,0.10270275],"study_design_scores_gemma":[0.0019305563,0.00020258517,0.00021549063,0.0004507834,0.00015885849,0.000028853485,0.00480422,0.000031411317,0.0000131166535,0.00009371878,0.9907509,0.0013194703],"about_ca_topic_score_codex":0.00017063748,"about_ca_topic_score_gemma":0.00045574587,"teacher_disagreement_score":0.8023141,"about_ca_system_score_codex":0.0007710345,"about_ca_system_score_gemma":0.00036910863,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W7020861799","doi":"","title":"Motion Tracking Glove for Human-Machine Interaction: Grasp &amp; Release","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wired glove; Microcontroller; Robotic arm; Analog signal; Robot; Wearable computer; Signal conditioning; Inertial measurement unit; SIGNAL (programming language); Accelerometer","score_opus":0.02675791665824789,"score_gpt":0.24848019576539618,"score_spread":0.22172227910714828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020861799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033114404,0.0001291353,0.04733735,0.00005944427,0.0007675528,0.0010538052,0.0005749319,0.0010370299,0.94900763],"genre_scores_gemma":[0.0036570632,0.000013138274,0.0014290587,0.00008440837,0.00090152567,0.000004518167,0.0009499497,0.0015385135,0.9914218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971654,0.00028021284,0.00035974683,0.0011282715,0.00040740916,0.0006589722],"domain_scores_gemma":[0.9977348,0.00010552413,0.00087339384,0.00085177034,0.00015395739,0.00028054536],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019069356,0.00082165,0.00076986966,0.001187149,0.0002628562,0.00014963755,0.0007533252,0.00066516805,0.37173703],"category_scores_gemma":[0.000053481952,0.0009779986,0.0005031849,0.00083445216,0.00015274443,0.00037892477,0.00022030069,0.0006281358,0.007068357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006565006,0.00040218834,0.0005044132,0.00077153265,0.00080156117,0.00008814656,0.00023469709,0.00025854175,0.0010384992,0.009043798,0.6910178,0.29518232],"study_design_scores_gemma":[0.0025830844,0.00011618555,0.00006498654,0.00055789103,0.00050437625,0.000016140219,0.00022045829,0.00014681368,0.000075144024,0.00014191863,0.9946343,0.00093875255],"about_ca_topic_score_codex":0.00084515824,"about_ca_topic_score_gemma":0.01162473,"teacher_disagreement_score":0.3646687,"about_ca_system_score_codex":0.0007557038,"about_ca_system_score_gemma":0.00005022705,"threshold_uncertainty_score":0.99926704},"labels":[],"label_agreement":null},{"id":"W7020949133","doi":"","title":"NANOPARTICLE FLOTATION COLLECTORS","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; McMaster University; Ontario Centres of Excellence; University of South Australia; McGill University","keywords":"Nanoparticle; Polystyrene; Contact angle; Adsorption; Suspension (topology); Colloid; Froth flotation; Coating","score_opus":0.01174971081893264,"score_gpt":0.21545658694427847,"score_spread":0.20370687612534583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020949133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1526681,0.000025884345,0.00006790733,0.000030216697,0.00026009133,0.00028704925,0.000007658218,0.00016134593,0.84649175],"genre_scores_gemma":[0.14134327,0.000014141472,0.00027274946,0.00007354227,0.000037502105,0.0000035060257,0.00018837131,0.000025858999,0.85804105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889195,0.00008801781,0.00018205035,0.00030434702,0.00027752572,0.00025612014],"domain_scores_gemma":[0.9994918,0.000021091746,0.00016318589,0.00016693988,0.000021555532,0.00013542989],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000730906,0.00021490443,0.00017646012,0.000085138825,0.00018018449,0.000040831692,0.00022203813,0.00019177566,0.56411314],"category_scores_gemma":[0.000009961516,0.0002410582,0.00008470704,0.0005288041,0.00004178333,0.00040212716,0.000044350727,0.0001439209,0.0017381706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039083886,0.00032577585,0.015241088,0.00009451214,0.00008438935,0.00003314913,0.006644476,0.00025779114,0.32533705,0.0020991175,0.08711907,0.56237274],"study_design_scores_gemma":[0.00042017558,0.00006667223,0.018842207,0.000025376003,0.00007566512,0.0000015153017,0.0013049345,0.00029092404,0.06756813,0.00009224577,0.9108703,0.0004418398],"about_ca_topic_score_codex":0.00032845422,"about_ca_topic_score_gemma":0.0029343902,"teacher_disagreement_score":0.8237512,"about_ca_system_score_codex":0.00026195764,"about_ca_system_score_gemma":0.000021527087,"threshold_uncertainty_score":0.9990391},"labels":[],"label_agreement":null},{"id":"W7021008445","doi":"","title":"A new approach to modelling flooding impacts on emergency service accessibility: A case study of Calgary, Alberta","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Flood myth; Flooding (psychology); Flood stage; Service (business); Floodplain; Digital elevation model; 100-year flood; Work (physics); Geographic information system; Emergency response","score_opus":0.02583305875452225,"score_gpt":0.24864961159693713,"score_spread":0.2228165528424149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021008445","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50716716,0.000005627412,0.002897294,0.000009701306,0.00023697803,0.0012394435,0.000002415437,0.000022149163,0.48841923],"genre_scores_gemma":[0.4318168,0.000012641429,0.001988515,0.00003637103,0.000025438578,0.0000040893333,0.000056592893,0.000049577535,0.56601],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9975961,0.000112224174,0.00035919697,0.000990619,0.00053959776,0.0004022951],"domain_scores_gemma":[0.99872017,0.000029112556,0.0002941729,0.00066162297,0.000027815546,0.0002671292],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013106078,0.00044752206,0.00046044105,0.00020566047,0.00015578643,0.0000471558,0.00074727833,0.00017987823,0.04050245],"category_scores_gemma":[0.000004140344,0.00046241202,0.00012571312,0.0011095342,0.0000075864887,0.00038313,0.00046648708,0.0002821581,0.00032520163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002455094,0.0064213946,0.03900817,0.0020764102,0.0013206869,0.001262096,0.10240994,0.45815355,0.00045017127,0.000484245,0.0060969754,0.37986127],"study_design_scores_gemma":[0.013323388,0.0040476616,0.010288308,0.0010490656,0.004423858,0.000055904475,0.52958494,0.3601666,0.00047326373,0.00015767137,0.07058385,0.0058454904],"about_ca_topic_score_codex":0.118906386,"about_ca_topic_score_gemma":0.09686677,"teacher_disagreement_score":0.427175,"about_ca_system_score_codex":0.00033345047,"about_ca_system_score_gemma":0.00004981762,"threshold_uncertainty_score":0.99978274},"labels":[],"label_agreement":null},{"id":"W7021020385","doi":"","title":"Neurobiological and Cognitive Assessments of Affective Processing on Behavioural Control Across Disorders of Impulse Control","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Gambling Research Exchange Ontario","keywords":"Disgust; Cognition; Inhibitory control; Population; Neglect; Impulsivity; Self-control; Apathy","score_opus":0.03072291069501685,"score_gpt":0.34067580943145975,"score_spread":0.3099528987364429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021020385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380512,0.00024068465,0.000070333306,0.000007935433,0.00048248493,0.0008043527,0.0008320539,0.000046178313,0.059464738],"genre_scores_gemma":[0.9417402,0.000008580742,0.000007840099,0.000014953093,0.000013648015,0.00000958155,0.00024940624,0.000041936302,0.057913866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834734,0.00022917747,0.00026835516,0.0006360293,0.00018426991,0.00033482953],"domain_scores_gemma":[0.99907094,0.00018683694,0.00036611283,0.00014279857,0.00014753315,0.000085775544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007579869,0.00040037147,0.0006366964,0.0001760527,0.000095649346,0.000031769978,0.00017135174,0.00041253408,0.0029974475],"category_scores_gemma":[0.000011927667,0.00037082392,0.00019292941,0.0002977618,0.00018762832,0.00009060429,0.00003461203,0.00043387746,0.000013510931],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008121045,0.0016848942,0.28231078,0.0003924692,0.0014223466,0.0004044096,0.006431921,0.000006268017,0.0006710707,0.0002222031,0.000024806612,0.69830775],"study_design_scores_gemma":[0.014891245,0.0035029168,0.951761,0.0008999069,0.003639917,0.000009794899,0.024052687,0.000033285916,0.00033007993,0.00008031838,0.00022293656,0.0005759005],"about_ca_topic_score_codex":0.00040377906,"about_ca_topic_score_gemma":0.0005107743,"teacher_disagreement_score":0.69773185,"about_ca_system_score_codex":0.000058193837,"about_ca_system_score_gemma":0.000053084634,"threshold_uncertainty_score":0.99987435},"labels":[],"label_agreement":null},{"id":"W7022481801","doi":"","title":"The Blezard Valley","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural basin; Vegetation (pathology); Section (typography); Agriculture; Loam; Drainage basin; Drainage; Uranium ore","score_opus":0.010096418550484544,"score_gpt":0.20746926117277736,"score_spread":0.19737284262229282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022481801","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027996517,0.001351419,0.0000020558937,0.0006180665,0.0026776493,0.0001597496,0.000015545545,0.00009876721,0.99479675],"genre_scores_gemma":[0.00042035594,0.0019970313,0.000008865152,0.000041462456,0.00030575265,8.0821775e-7,0.00003240743,0.000023225373,0.9971701],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988612,0.000117103475,0.000102867474,0.00027536304,0.00033155066,0.00031191666],"domain_scores_gemma":[0.99945843,0.00006303533,0.00007639837,0.00017175492,0.00007655312,0.00015385351],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015515926,0.00013090478,0.0001372054,0.000492084,0.0021813067,0.0009014404,0.0005863511,0.00026847748,0.096154295],"category_scores_gemma":[0.000023897222,0.0001521932,0.00018604702,0.00061515864,0.00029272216,0.00014738253,0.00003567657,0.00037049007,0.0014856969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061722014,0.000013055592,0.000010840737,0.00009890235,0.00014268771,0.00022249726,0.025096886,0.000002183747,0.0000051101138,0.17647788,0.27349854,0.5243697],"study_design_scores_gemma":[0.00007281208,0.000008687023,0.00005098127,0.00006660945,0.00010899048,2.7405616e-7,0.037239794,0.0000016513992,8.7633157e-7,0.0005851225,0.96169037,0.00017381061],"about_ca_topic_score_codex":0.2143907,"about_ca_topic_score_gemma":0.98506635,"teacher_disagreement_score":0.77067566,"about_ca_system_score_codex":0.0011808551,"about_ca_system_score_gemma":0.0016905565,"threshold_uncertainty_score":0.9992918},"labels":[],"label_agreement":null},{"id":"W7023441511","doi":"","title":"Pain and Neurocognitive Outcomes After Non-Cardiac Surgery in Older Adults","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Medicine and Health, University of Sydney; Stony Brook University; Rheinische Friedrich-Wilhelms-Universität Bonn; Peking University; Mitacs; Chinese University of Hong Kong; Sapienza Università di Roma; Rijksuniversiteit Groningen; McMaster University; Cleveland Clinic","keywords":"Neurocognitive; Cognition; Observational study; Perioperative; Delirium; Incidence (geometry); Cognitive decline; Postoperative cognitive dysfunction; Chronic pain","score_opus":0.008088689546164183,"score_gpt":0.21749306521849965,"score_spread":0.20940437567233547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023441511","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81493956,0.0002514848,0.000021503827,0.00040605434,0.0010761699,0.0021564164,0.00018306969,0.00016519714,0.18080054],"genre_scores_gemma":[0.4124277,0.00025990867,0.000029237743,0.004316934,0.000086828244,0.00003417593,0.0018466061,0.00021317303,0.58078545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976756,0.00029898869,0.00032815183,0.00082780037,0.00034135176,0.00052811805],"domain_scores_gemma":[0.9967216,0.00082244736,0.00017182242,0.00023109025,0.0018571288,0.00019591203],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022629561,0.000576023,0.0010810405,0.0010876596,0.00006519034,0.000033912205,0.000107997,0.00047147748,0.007889595],"category_scores_gemma":[0.0012045528,0.00063134136,0.0004522132,0.0008880607,0.00010410288,0.00016103736,0.00008594112,0.00070335064,0.00015886148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042453688,0.00016244245,0.5167429,0.0014679257,0.0005387047,0.00504521,0.0046876683,2.0729301e-7,0.00002425976,0.000005788167,0.0056962445,0.4613833],"study_design_scores_gemma":[0.0017983016,0.00011844491,0.892375,0.0033965723,0.00043900684,0.000003782672,0.093085095,0.000018521667,0.00005662971,0.000008447367,0.008085201,0.00061500457],"about_ca_topic_score_codex":0.00029627368,"about_ca_topic_score_gemma":0.0015463048,"teacher_disagreement_score":0.4607683,"about_ca_system_score_codex":0.00015009128,"about_ca_system_score_gemma":0.00019546463,"threshold_uncertainty_score":0.99961376},"labels":[],"label_agreement":null},{"id":"W7023631988","doi":"","title":"Optimizing Clinical Practice in Ontario Based on Data, Evidence and Guidelines","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Durvalumab","score_opus":0.16641937522478936,"score_gpt":0.34789155677492306,"score_spread":0.1814721815501337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023631988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012273041,0.0012025983,0.00027238677,0.0003511425,0.0003942831,0.0006050671,0.0002342605,0.00025975768,0.9966682],"genre_scores_gemma":[0.000015042097,0.00017827644,0.058040798,0.00067725853,0.00022478653,6.068704e-7,0.00018974383,0.0005468918,0.9401266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956869,0.000856931,0.00059742015,0.0016098932,0.00073910825,0.00050977623],"domain_scores_gemma":[0.9959121,0.0008955697,0.00075053767,0.0017915502,0.00027907934,0.00037116016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018247532,0.00062618096,0.0008301768,0.00086525874,0.00005579603,0.00012447413,0.0015140811,0.0006654217,0.0930714],"category_scores_gemma":[0.002079606,0.0006880414,0.00008170849,0.0009030388,0.0002493308,0.0009690667,0.0011657603,0.0012308552,0.0015203074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010219923,0.00027455977,0.004389394,0.000056297114,0.00013353479,0.0013713315,0.00015058307,0.00051784323,0.0000013677717,0.00005943313,0.9486053,0.04341836],"study_design_scores_gemma":[0.0023912364,0.00020400118,0.00019799122,0.00292125,0.00034723038,0.000010936559,0.00048297676,0.0026210865,2.9296248e-7,0.000003120989,0.9901345,0.00068541366],"about_ca_topic_score_codex":0.064455725,"about_ca_topic_score_gemma":0.58124846,"teacher_disagreement_score":0.5167928,"about_ca_system_score_codex":0.0007767711,"about_ca_system_score_gemma":0.0015713982,"threshold_uncertainty_score":0.9995571},"labels":[],"label_agreement":null},{"id":"W7023735993","doi":"","title":"The Outcome of Design Innovation and the Antecedents of Design Activities: Insights from Canadian Manufacturing Industries","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Product innovation; New product development; Product design; Innovation management; Product (mathematics); Design technology; Function (biology); Empirical research; Service (business); Outcome (game theory)","score_opus":0.019695670109550627,"score_gpt":0.21132308552218732,"score_spread":0.1916274154126367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023735993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94920623,0.00005069467,0.008752778,0.00006572424,0.0005142709,0.0007737644,0.00021556533,0.000024230289,0.040396746],"genre_scores_gemma":[0.888736,0.000013618148,0.0001133647,0.0000048362076,0.000029680612,0.0000021851524,0.00016269609,0.000025144489,0.11091244],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990859,0.00015551473,0.00023760083,0.00018677817,0.00016117144,0.00017300987],"domain_scores_gemma":[0.9987964,0.00053712935,0.00035866382,0.0001908226,0.00007526371,0.00004172793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112838105,0.00020405489,0.0002998643,0.00020361,0.00028241824,0.00006548,0.0003067338,0.0001498745,0.00058033905],"category_scores_gemma":[0.0000130717635,0.00015086874,0.00006183504,0.00039222706,0.00012151956,0.0001635842,0.000044361845,0.00030715758,0.00000275299],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004642399,0.00013584198,0.0757805,0.00038335478,0.0048982985,0.00004708489,0.03482928,0.0058538904,0.0010892974,0.09230549,0.0011531741,0.7788814],"study_design_scores_gemma":[0.013533855,0.00036710833,0.09559129,0.0015710765,0.0022348252,0.0000014026624,0.6817242,0.01128326,0.116031006,0.033446383,0.041422125,0.0027935037],"about_ca_topic_score_codex":0.05631938,"about_ca_topic_score_gemma":0.047746733,"teacher_disagreement_score":0.7760879,"about_ca_system_score_codex":0.00006178791,"about_ca_system_score_gemma":0.0002084895,"threshold_uncertainty_score":0.9696294},"labels":[],"label_agreement":null},{"id":"W7023759091","doi":"","title":"Physiotherapy Students’ Perceptions toward Interprofessional Learning during COVID-19","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interprofessional education; Teamwork; Entry Level; Health professionals; Descriptive statistics; Perception; Scale (ratio); Health care","score_opus":0.022239580834141494,"score_gpt":0.29574301774149536,"score_spread":0.27350343690735385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023759091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034620585,0.00010061184,0.0006994767,0.0001702407,0.0008502807,0.00087947474,0.00037437023,0.006517182,0.9869463],"genre_scores_gemma":[0.0023393065,0.0001733493,0.00022211023,0.00014938015,0.000497885,0.000006861388,0.000107571395,0.0032737732,0.99322975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611783,0.00055432937,0.00029257947,0.001230827,0.0009817526,0.00082270923],"domain_scores_gemma":[0.99820495,0.00010324535,0.0004528073,0.0005789002,0.000052310377,0.00060780137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016326773,0.0008195659,0.00072838005,0.0016396292,0.0005552993,0.00013258465,0.0015413024,0.0006166185,0.67653376],"category_scores_gemma":[0.000048275873,0.00093083683,0.00043322993,0.0018416493,0.00028965314,0.0002654568,0.0010850161,0.0011595266,0.019967332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022713805,0.0011496261,0.1765125,0.0018152132,0.00399801,0.0027457564,0.012653415,0.0017198004,0.0067726593,0.0010350532,0.7528083,0.036518324],"study_design_scores_gemma":[0.0029724734,0.00007453813,0.006274198,0.0008121196,0.00014661875,0.0000143949665,0.008833557,0.000027537986,0.000007864736,0.000013247961,0.9798258,0.0009976637],"about_ca_topic_score_codex":0.0012657563,"about_ca_topic_score_gemma":0.003536439,"teacher_disagreement_score":0.65656644,"about_ca_system_score_codex":0.001819613,"about_ca_system_score_gemma":0.00034245112,"threshold_uncertainty_score":0.99931425},"labels":[],"label_agreement":null},{"id":"W7023820893","doi":"","title":"Planning for the Future Health Workforce of Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Workforce planning; Workforce development; Government (linguistics); Public health; Work (physics)","score_opus":0.02156881349701627,"score_gpt":0.2362902450758461,"score_spread":0.2147214315788298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023820893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033072788,0.0019014053,0.003965804,0.000316212,0.00066612515,0.0011412218,0.00055018225,0.00022556157,0.9912302],"genre_scores_gemma":[0.000013665457,0.000050457988,0.0013504743,0.0001489848,0.00069325895,0.0000024492347,0.000042863052,0.0007097788,0.99698806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982184,0.000102338876,0.00023601289,0.0005230788,0.00031525677,0.00060486794],"domain_scores_gemma":[0.99818903,0.00012249731,0.0008089054,0.00066210586,0.000059197762,0.0001582898],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016890453,0.00047624478,0.00063045096,0.00039061226,0.00017638922,0.000027036162,0.0009818493,0.00037223575,0.253562],"category_scores_gemma":[0.0000040747727,0.00034421985,0.00030127386,0.0004430831,0.00017959414,0.00009559566,0.00020579043,0.0003450456,0.00056391634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034890696,0.000034337965,0.0009826802,0.0001656055,0.00039562272,0.0000143325915,0.0010944367,0.000023744788,0.0000066015227,0.005876614,0.81794906,0.17310804],"study_design_scores_gemma":[0.0015620778,0.00010081128,0.00011972861,0.0009442124,0.00014389775,0.000003422333,0.0010580772,0.0000045902825,0.000005440294,0.000026343507,0.99566275,0.00036866879],"about_ca_topic_score_codex":0.0058697257,"about_ca_topic_score_gemma":0.12108403,"teacher_disagreement_score":0.25299808,"about_ca_system_score_codex":0.0012168434,"about_ca_system_score_gemma":0.00093891635,"threshold_uncertainty_score":0.999901},"labels":[],"label_agreement":null},{"id":"W7023862347","doi":"","title":"Portable Fast Neutron Computed Tomography System for Void Fraction Measurements","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bundle; Nuclear reactor; Porosity; Two-phase flow; Data acquisition; Neutron; Local Void; Boiler feedwater; Neutron imaging; Thermal hydraulics","score_opus":0.013856809370576597,"score_gpt":0.18211846494352502,"score_spread":0.16826165557294842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023862347","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054092582,0.00034234443,0.010976412,0.000007802693,0.011222515,0.0019176614,0.0003142641,0.0057746493,0.91535175],"genre_scores_gemma":[0.7646046,0.0000570065,0.0012775214,0.0000090372805,0.00090508483,0.00002312249,0.003759889,0.00090188126,0.22846186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890786,0.000011542941,0.00019122672,0.00031011013,0.000218153,0.00036111003],"domain_scores_gemma":[0.99948686,0.000019445346,0.00008655744,0.0002034255,0.000098509765,0.00010518024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000047952424,0.00035083445,0.0003576859,0.00029574925,0.00011093461,0.000076511555,0.00023455625,0.00024673744,0.00056868186],"category_scores_gemma":[0.0000013848402,0.00045437762,0.00020334961,0.00060677517,0.0000062747613,0.00021210994,0.000020255673,0.00026461337,0.00006666519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005561499,0.00019195248,0.00095315714,0.017877124,0.0043338574,0.0001490844,0.0013908566,0.20521133,0.09269776,0.00233013,0.020000307,0.6543083],"study_design_scores_gemma":[0.002382072,0.00015399809,0.0067234524,0.0018997786,0.0008033337,0.0000037468556,0.010745566,0.070985004,0.005058724,0.000026567246,0.89911836,0.002099404],"about_ca_topic_score_codex":0.00010165819,"about_ca_topic_score_gemma":0.000227499,"teacher_disagreement_score":0.879118,"about_ca_system_score_codex":0.00031378953,"about_ca_system_score_gemma":0.000019834066,"threshold_uncertainty_score":0.9997908},"labels":[],"label_agreement":null},{"id":"W7023899206","doi":"","title":"The Perceptions of Orthopaedic Surgeons and Patients on Opioid Reduction After Total Joint Replacement","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Opioid; Arthroplasty; Postoperative pain; Orthopedic surgery; Pain management; Total knee arthroplasty; Total hip replacement; MEDLINE; Joint replacement","score_opus":0.008147628356306103,"score_gpt":0.1949653771090549,"score_spread":0.18681774875274879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023899206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7122519,0.000044689466,0.0000039535125,0.00002650148,0.0011408107,0.00030688886,0.00005808679,0.000021172033,0.28614601],"genre_scores_gemma":[0.6628301,0.000066939625,0.0000069307234,0.0000030344177,0.00010457212,0.000004289156,0.0003960854,0.000018237586,0.33656982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903536,0.000059734397,0.0001985596,0.00029972786,0.00020982916,0.0001967719],"domain_scores_gemma":[0.99939775,0.00007438434,0.00018938919,0.00018918568,0.00009309166,0.000056166966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057517558,0.00021808453,0.00022831371,0.00009782953,0.0002868794,0.000028012451,0.000075891956,0.00007239925,0.006908509],"category_scores_gemma":[0.0000050999092,0.00018758331,0.00013787836,0.00016972466,0.00006447123,0.000040731567,0.000050420233,0.00019249714,0.000041978707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065390463,0.000100348196,0.887443,0.000078153804,0.00038173652,0.0000034375491,0.0021370237,0.000017232243,0.000004413776,0.00017907779,0.0023417475,0.10665994],"study_design_scores_gemma":[0.0006096518,0.00016597388,0.97062624,0.00013729683,0.00023794528,3.1647556e-7,0.014071865,0.000008945491,0.000027321898,0.000055444176,0.013844797,0.00021423506],"about_ca_topic_score_codex":0.00049018295,"about_ca_topic_score_gemma":0.00030133946,"teacher_disagreement_score":0.10644571,"about_ca_system_score_codex":0.00004015466,"about_ca_system_score_gemma":0.000036714286,"threshold_uncertainty_score":0.9939993},"labels":[],"label_agreement":null},{"id":"W7023925658","doi":"","title":"Probes of new physics at the intensity and energy frontiers","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; Natural Sciences and Engineering Research Council of Canada; Government of Canada; National Science Foundation","keywords":"Nucleofection; Fusible alloy; Gloom; Hyporeflexia; Subpoena; Liquation","score_opus":0.008825834346293441,"score_gpt":0.18016066334098502,"score_spread":0.17133482899469157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023925658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03721678,0.0015965156,0.35973528,0.00034416042,0.003924361,0.00031747876,0.000013584143,0.00028152834,0.5965703],"genre_scores_gemma":[0.0076212273,0.00016526038,0.0084985625,0.000097760356,0.0001763387,3.731918e-7,0.0000507923,0.000028807966,0.9833609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862796,0.000072810806,0.00017297993,0.00055671844,0.00028677468,0.00028278134],"domain_scores_gemma":[0.99877024,0.00003687128,0.00032086854,0.0005732321,0.0001862292,0.000112558715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000054366723,0.00029419723,0.00035677117,0.00008565526,0.00020577227,0.00006653729,0.001062256,0.00023193548,0.00080657355],"category_scores_gemma":[0.0000058628866,0.00025596604,0.00012388655,0.00056988944,0.00016534029,0.00022209996,0.0004982155,0.00018796789,0.0000069784537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023807431,0.00005695447,0.0004255046,0.00007639831,0.00022294692,0.000034408626,0.0028996246,0.0016994379,0.00020261884,0.016141172,0.036804933,0.94119793],"study_design_scores_gemma":[0.0009024644,0.00020500732,0.0007471065,0.00031473412,0.00019574199,0.000010062826,0.0020812599,0.02761531,0.0130940955,0.00083487167,0.9532044,0.0007949381],"about_ca_topic_score_codex":0.0003866386,"about_ca_topic_score_gemma":0.0017328461,"teacher_disagreement_score":0.940403,"about_ca_system_score_codex":0.00010375862,"about_ca_system_score_gemma":0.00010406317,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W7023987200","doi":"","title":"PROTOTYPE DEVELOPMENT OF A LIGHT SPORT AIRCRAFT SWITCHED RELUCTANCE MOTOR","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Stator; Aerospace; Rotor (electric); Switched reluctance motor; Electrification; Work (physics); Civil aviation; Air gap (plumbing)","score_opus":0.006892912431677666,"score_gpt":0.18264785383798515,"score_spread":0.17575494140630749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023987200","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034122124,0.0007667429,0.0044018147,0.000012917811,0.00038528143,0.0011083691,0.000014048886,0.00038366733,0.958805],"genre_scores_gemma":[0.018158393,0.00009504981,0.007026074,0.0000075178395,0.00004155759,0.00001216388,0.00016684197,0.000054618726,0.9744378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987838,0.000014258528,0.00034406653,0.00033750033,0.00024570338,0.00027466772],"domain_scores_gemma":[0.9993953,0.000012108491,0.00013413659,0.00025919112,0.00011868878,0.00008054646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005694088,0.00033986516,0.000516263,0.00041171565,0.000067816625,0.000016431723,0.0003923912,0.00031063898,0.007938707],"category_scores_gemma":[0.000004737098,0.00039313367,0.00018130481,0.0010367039,0.0000081963735,0.00009482051,0.000023105664,0.00029145653,0.000028685434],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006160088,0.00012842483,0.0008599023,0.0035720961,0.0015750608,0.00015636577,0.0019700485,0.0002355388,0.025793044,0.0005291495,0.0010845341,0.9634798],"study_design_scores_gemma":[0.000946407,0.00009691352,0.0015284582,0.0011317235,0.0005514175,0.0000012739509,0.00069753703,0.0018991263,0.05348034,0.000040167815,0.9385919,0.0010347601],"about_ca_topic_score_codex":0.000016818289,"about_ca_topic_score_gemma":0.0003607063,"teacher_disagreement_score":0.9624451,"about_ca_system_score_codex":0.00023975833,"about_ca_system_score_gemma":0.00024072922,"threshold_uncertainty_score":0.99985206},"labels":[],"label_agreement":null},{"id":"W7024002843","doi":"","title":"Preliminary Thermodynamics and Neutronics Analysis of Canadian Nuclear Battery","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neutron transport; Transient (computer programming); Decay heat; Heat transfer; Water cooling; Thermal hydraulics; Nuclear power; Nuclear reactor; Heat pipe","score_opus":0.004861494457585517,"score_gpt":0.15502296711661195,"score_spread":0.15016147265902643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024002843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3808052,0.00022609718,0.000028117453,0.000007244887,0.00032258636,0.00012426148,0.00019626293,0.00011767701,0.6181725],"genre_scores_gemma":[0.9653846,0.00046318627,0.00009708739,0.000010085779,0.000024740366,6.35833e-7,0.00055802515,0.00015068598,0.033310954],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993409,0.000013327172,0.00012044558,0.00019582908,0.00010938084,0.00022012152],"domain_scores_gemma":[0.9996029,0.000018782104,0.000047056237,0.0001916283,0.000020057445,0.000119545926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000023765593,0.00021049038,0.00032538068,0.0010972294,0.00006805237,0.000020389127,0.00021636995,0.00013392813,0.014148757],"category_scores_gemma":[0.0000010345013,0.00028401878,0.00012833814,0.0013534715,0.000013302487,0.00009408083,0.000041397812,0.00030574505,0.0000017825441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002889317,0.00010530003,0.0011168586,0.002141989,0.014410889,0.00040173333,0.009765952,0.5156663,0.004618534,0.04084792,0.0019201438,0.40871546],"study_design_scores_gemma":[0.00032933106,0.00009947096,0.016806671,0.00007618318,0.0029408024,0.0000021070557,0.005768169,0.26760152,0.000019900099,0.000044590313,0.7054698,0.00084149215],"about_ca_topic_score_codex":0.00694119,"about_ca_topic_score_gemma":0.031361457,"teacher_disagreement_score":0.7035496,"about_ca_system_score_codex":0.00021435539,"about_ca_system_score_gemma":0.000034127042,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W7024070025","doi":"","title":"Queerly Platonic: Constellating An Asian North American Critique of Compulsory Sexuality","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Human sexuality; Queer; Asexuality; Natural (archaeology); Lesbian; Polynesians","score_opus":0.014016378996288595,"score_gpt":0.2572893968503842,"score_spread":0.2432730178540956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024070025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6590872,0.0003643012,0.04750735,0.00015910069,0.001894527,0.0009636134,0.00012546724,0.0017635564,0.28813493],"genre_scores_gemma":[0.84796983,0.000024060404,0.016095053,0.00004400935,0.00012440192,0.0000021933936,0.00027182343,0.000111329995,0.13535729],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746245,0.0002189614,0.00035210905,0.0009013001,0.00057709875,0.00048806486],"domain_scores_gemma":[0.9980906,0.00033626033,0.00023273751,0.00080596656,0.00027874,0.0002556755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019641386,0.0004018047,0.00056474505,0.00049739756,0.000110196976,0.00019108712,0.0016805594,0.00018326202,0.0012101503],"category_scores_gemma":[0.000061933395,0.00048479458,0.00015694654,0.0017844489,0.00015152436,0.00049868366,0.00029319694,0.00083076896,0.00004165333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099164026,0.00018524176,0.023153238,0.0017339768,0.0003549368,0.0010459035,0.011172231,0.0012581929,0.0001743134,0.007907595,0.00044605986,0.95246917],"study_design_scores_gemma":[0.0045892787,0.0051564365,0.5079167,0.004549301,0.00089900394,0.0002854867,0.08880429,0.121921115,0.0065784543,0.0013150902,0.24735647,0.010628378],"about_ca_topic_score_codex":0.0008712593,"about_ca_topic_score_gemma":0.0036303084,"teacher_disagreement_score":0.94184077,"about_ca_system_score_codex":0.00023710832,"about_ca_system_score_gemma":0.00043807842,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W7024127830","doi":"","title":"Rapid synthesis: Identifying educational approaches and resources to support seamless transitions between cancer programs and primary care","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; McMaster University","keywords":"Primary care; Cancer; Primary health care; Patient care; MEDLINE; Continuing education","score_opus":0.03325148139180945,"score_gpt":0.21201398444321154,"score_spread":0.1787625030514021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024127830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046326392,0.0011881876,0.00056329614,0.00021407356,0.000081915685,0.00038351744,0.00077052345,0.00003327681,0.99213254],"genre_scores_gemma":[0.05780624,0.000036036912,0.002529173,0.000032839438,0.00050998054,0.000011556877,0.0011694168,0.00008098198,0.9378238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998979,0.00006231338,0.00009421625,0.0004794957,0.00015089888,0.00023409068],"domain_scores_gemma":[0.9995444,0.00003275292,0.000076253746,0.000140581,0.000020137722,0.00018586533],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034616965,0.00022661935,0.0002728143,0.00012078231,0.00015546402,0.00011226249,0.00019118875,0.000082291976,0.0585127],"category_scores_gemma":[4.005531e-7,0.0002467489,0.000054842152,0.00022312674,0.00010834942,0.000095318224,0.000100305144,0.00014662,0.000007684507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008219771,0.000027278045,0.1294863,0.00028809122,0.00018753848,0.00000679682,0.0018842209,0.0000055951728,0.000009352375,0.00015858425,0.0021746259,0.8657634],"study_design_scores_gemma":[0.00024051705,0.00003714019,0.03261947,0.0006666079,0.0002798979,0.0000017695523,0.013180709,0.000004832938,0.0000133763515,0.000009332636,0.95250434,0.00044199015],"about_ca_topic_score_codex":0.0007521038,"about_ca_topic_score_gemma":0.00054055033,"teacher_disagreement_score":0.9503297,"about_ca_system_score_codex":0.000030919236,"about_ca_system_score_gemma":0.00013958881,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W7024133693","doi":"","title":"Provincial Bargaining, Provincial Union Power, and the Ontario Secondary School Teachers’ Federation: A Case Study of Ontario Teacher Union Democracy in an Era of Centralized Bargaining","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collective bargaining; Context (archaeology); Austerity; Democracy; Legislation; Bureaucracy; Public sector; Clientelism","score_opus":0.014567469741882819,"score_gpt":0.25196513024247436,"score_spread":0.23739766050059152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024133693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758081,0.000019344097,0.00000555898,0.000055949466,0.0002827428,0.0016853705,0.000022615646,0.00004484319,0.12207543],"genre_scores_gemma":[0.7762709,0.0000073380056,0.00006865684,0.000025918096,0.000068683294,0.0000061618193,0.00013278407,0.000034874214,0.22338465],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99626076,0.0015694466,0.000585384,0.00057759293,0.0005761918,0.00043060965],"domain_scores_gemma":[0.99855006,0.0000988775,0.000612565,0.00029352988,0.00024833862,0.00019661964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012050256,0.00036542077,0.00062265305,0.000254847,0.0009928433,0.00018039103,0.0004348385,0.00039540467,0.0107567925],"category_scores_gemma":[0.00008323843,0.00034181698,0.000121383644,0.000646568,0.00020678091,0.00075192004,0.00013758587,0.0012775777,8.971138e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095246994,0.0008273945,0.18479241,0.000026536529,0.00024181763,0.00060768554,0.7567867,0.000027417002,0.000024249082,0.006449083,0.00009761523,0.0491666],"study_design_scores_gemma":[0.010785423,0.00069138705,0.25157508,0.00023540962,0.00035108576,0.000005709963,0.71665233,0.00001927978,0.000011053444,0.00033834783,0.018779747,0.000555151],"about_ca_topic_score_codex":0.9447207,"about_ca_topic_score_gemma":0.99933743,"teacher_disagreement_score":0.10130921,"about_ca_system_score_codex":0.0016156423,"about_ca_system_score_gemma":0.005317222,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W7024151566","doi":"","title":"Quantifying Age-Related Bone Loss and Vitamin D Deficiency: Exploring Co-Occurrence and Co-Morbidity in Two 18th to 19th Century French-Canadian Communities","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Cortical bone; Bone health; Vitamin D and neurology; Bone disease; Age groups; Mineralization (soil science)","score_opus":0.03628639784106691,"score_gpt":0.25659950152071187,"score_spread":0.22031310367964496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024151566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421331,0.000070717164,0.000033806387,0.000019622566,0.0003410004,0.0002864238,0.00065849326,0.00004696701,0.05640982],"genre_scores_gemma":[0.9796971,0.00012326062,0.000087951244,0.0000099194785,0.000021733165,0.000004551893,0.0022516872,0.00003514365,0.01776863],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986067,0.00010968124,0.00022239109,0.00039638646,0.00016694784,0.0004979141],"domain_scores_gemma":[0.99920386,0.000117365926,0.00012025006,0.00023098908,0.000045282784,0.0002822655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013134339,0.0003620058,0.00041446066,0.00056132936,0.00037904247,0.00017485567,0.00027096237,0.00011574938,0.0015472869],"category_scores_gemma":[0.000005142765,0.00045576182,0.00006897587,0.00058657,0.000099050594,0.00029066525,0.00009158945,0.00063668663,0.00003926082],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103086255,0.00012191472,0.7926134,0.00040311395,0.00017380613,0.0005287998,0.045572802,0.0006432809,0.00008219755,0.0058873314,0.00032381972,0.15354648],"study_design_scores_gemma":[0.005202837,0.00022864215,0.41427863,0.0025517873,0.00042224315,0.000011909402,0.50549173,0.004759429,0.00017333806,0.0004796665,0.06290244,0.0034973745],"about_ca_topic_score_codex":0.1518512,"about_ca_topic_score_gemma":0.5321242,"teacher_disagreement_score":0.45991892,"about_ca_system_score_codex":0.00014118676,"about_ca_system_score_gemma":0.00016123327,"threshold_uncertainty_score":0.9997894},"labels":[],"label_agreement":null},{"id":"W7024178948","doi":"","title":"THE ROLE OF AMPLITUDE ENVELOPE IN AUDIO-VISUAL PERCEPTION: TESTING THE EFFECT OF AMPLITUDE ENVELOPE IN SPATIAL VENTRILOQUISM","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Multisensory perception and integration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Amplitude; Envelope (radar); Illusion; Perception; Two-alternative forced choice; Intensity (physics); Psychophysics; Active listening; Sound localization; Amplitude modulation","score_opus":0.018931974837644316,"score_gpt":0.2790209944519265,"score_spread":0.2600890196142822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024178948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67756957,0.00014419615,0.00016682124,0.000060951224,0.00071954343,0.000923081,0.00003117138,0.00003198018,0.3203527],"genre_scores_gemma":[0.8841853,0.00005217802,0.00006276679,0.000017500357,0.00012568977,0.000013688381,0.000102108126,0.000039278115,0.115401484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99717444,0.0009391762,0.00063131267,0.0005152694,0.00034244385,0.00039735917],"domain_scores_gemma":[0.9981343,0.00069267576,0.0005475967,0.00040553123,0.00015820541,0.00006165517],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005130282,0.00038390027,0.00053297315,0.00031245884,0.00017416489,0.000037483776,0.0005928134,0.00043163012,0.039716426],"category_scores_gemma":[0.00013708566,0.00026008533,0.00018722436,0.0005637957,0.00018718759,0.00013207187,0.00007825074,0.00054280134,0.0001873389],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021644772,0.00012262455,0.090452515,0.00011484848,0.00009514486,0.000023774752,0.008204441,0.000020619693,0.016575892,0.0006867644,0.00012291981,0.88141596],"study_design_scores_gemma":[0.0029550798,0.0005934839,0.9214447,0.0006436745,0.000107109336,0.0000063109464,0.01925071,0.0000967729,0.001167188,0.00008241436,0.05320131,0.00045122768],"about_ca_topic_score_codex":0.002501934,"about_ca_topic_score_gemma":0.0069642826,"teacher_disagreement_score":0.88096476,"about_ca_system_score_codex":0.00028646327,"about_ca_system_score_gemma":0.00009877333,"threshold_uncertainty_score":0.99998516},"labels":[],"label_agreement":null},{"id":"W7024188961","doi":"","title":"Predicting Bridge Bearing Demands Through a Probabilistic Framework","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; Gestational period; Articular cartilage damage; TSG101; Diafiltration","score_opus":0.020499791511241053,"score_gpt":0.2644098147737309,"score_spread":0.24391002326248984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024188961","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38183564,0.000026269456,0.0044288933,0.00001682246,0.00034731874,0.00036676732,0.00004724286,0.0000972704,0.6128338],"genre_scores_gemma":[0.49895042,0.0000036546605,0.002229511,0.000003909967,0.0005605345,0.0000075940975,0.00023762925,0.000068165864,0.49793857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997886,0.0001178893,0.00027417956,0.00069062697,0.00042076802,0.0006105376],"domain_scores_gemma":[0.9987512,0.00014028979,0.00019882001,0.0004931071,0.00023963107,0.00017691762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010661764,0.00037519817,0.00038363863,0.00013378379,0.00048785697,0.00017709978,0.0006342591,0.00027473405,0.064983636],"category_scores_gemma":[0.000036910336,0.0004153329,0.0002014997,0.00084782066,0.00009641592,0.00035237236,0.00022663492,0.0007046309,0.00032488993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018305172,0.001437957,0.2242334,0.0013686072,0.002899269,0.00038759975,0.026372997,0.009477144,0.00066716137,0.4050367,0.0048516425,0.321437],"study_design_scores_gemma":[0.003583495,0.00066252047,0.030380137,0.003825297,0.0011028898,0.0000047498434,0.019537829,0.033299163,0.0026126674,0.008753706,0.8931348,0.0031028008],"about_ca_topic_score_codex":0.00080874085,"about_ca_topic_score_gemma":0.0003863577,"teacher_disagreement_score":0.8882831,"about_ca_system_score_codex":0.00015741217,"about_ca_system_score_gemma":0.0002365558,"threshold_uncertainty_score":0.9998298},"labels":[],"label_agreement":null},{"id":"W7024257579","doi":"","title":"A Reduced Model of Borehole Thermal Energy Storage Thermal Response","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermal energy storage; Heat exchanger; Volume (thermodynamics); Heat transfer; Energy recovery; Energy storage; Thermal energy; Work (physics); Borehole; Thermal","score_opus":0.016044427198477672,"score_gpt":0.20889632258648788,"score_spread":0.1928518953880102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024257579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4262086,0.00006731578,0.00012445392,0.00004732157,0.00025451268,0.00015946725,0.000093758856,0.00023500212,0.5728096],"genre_scores_gemma":[0.3818834,0.000012723131,0.000103106024,0.000024073348,0.00008337182,0.000010063077,0.0002647929,0.000121917095,0.61749655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776465,0.00027971296,0.00044449914,0.0006471474,0.00039650736,0.0004674917],"domain_scores_gemma":[0.99835205,0.000099031415,0.0004965506,0.0007069863,0.00018106782,0.00016433383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016675361,0.0004943918,0.0005898176,0.00037289888,0.00019049065,0.00003691876,0.0007695693,0.0005732165,0.0135049885],"category_scores_gemma":[0.000015753976,0.0005352748,0.00036265887,0.00078901445,0.000077172714,0.0001634554,0.00011189795,0.0002961816,0.000115186835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034678276,0.00021210767,0.00001856256,0.00019646814,0.00048571182,0.0001004885,0.003045895,0.5231848,0.31009877,0.04644432,0.0006704583,0.11207463],"study_design_scores_gemma":[0.004592393,0.00041610343,0.0067306035,0.00092427304,0.0007976788,0.0000069165767,0.017692903,0.090741485,0.052620072,0.0006416434,0.8217183,0.0031176687],"about_ca_topic_score_codex":0.00819251,"about_ca_topic_score_gemma":0.0041722097,"teacher_disagreement_score":0.8210478,"about_ca_system_score_codex":0.00017346379,"about_ca_system_score_gemma":0.00029374036,"threshold_uncertainty_score":0.9997099},"labels":[],"label_agreement":null},{"id":"W7024306702","doi":"","title":"A reversible jump MCMC for mixture of t factor analyzers","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Markov chain Monte Carlo; Cluster analysis; Outlier; Reversible-jump Markov chain Monte Carlo; Field (mathematics); Bayesian probability; Mixture model; Monte Carlo method; Markov chain","score_opus":0.016483573533467497,"score_gpt":0.24500356463958542,"score_spread":0.22851999110611793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024306702","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002744963,0.00057027274,0.75632966,0.00010900953,0.0011516812,0.0004362094,0.000107235974,0.00012399149,0.24089746],"genre_scores_gemma":[0.0011161637,0.00006375619,0.21828058,0.00005495751,0.00008687976,0.0000022794338,0.00009352347,0.000042767613,0.7802591],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981774,0.00009594754,0.00027178245,0.0008090601,0.00028001852,0.00036575957],"domain_scores_gemma":[0.99870574,0.00010153657,0.00026628486,0.0005644434,0.00021618218,0.00014582355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012766792,0.00039363143,0.00055843237,0.0004701724,0.00009995331,0.00010730825,0.0013185468,0.0004806888,0.0045357267],"category_scores_gemma":[0.000016918359,0.000402093,0.00051320106,0.0010705593,0.000034389086,0.00037789877,0.00015967835,0.00036817073,0.000024319885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018473277,0.00006943784,0.000035191555,0.0018378999,0.00048024138,0.000090018715,0.0036337501,0.000012249256,0.0017105832,0.0797028,0.01007371,0.9021694],"study_design_scores_gemma":[0.00121297,0.00030725877,0.0001294628,0.0009193494,0.000608841,0.0000044022136,0.0011588223,0.006905308,0.00871729,0.015650153,0.96323717,0.0011489686],"about_ca_topic_score_codex":0.000059244823,"about_ca_topic_score_gemma":0.00027015214,"teacher_disagreement_score":0.95316344,"about_ca_system_score_codex":0.00012285105,"about_ca_system_score_gemma":0.00026674967,"threshold_uncertainty_score":0.9998431},"labels":[],"label_agreement":null},{"id":"W7024312349","doi":"","title":"Racial Stigma and Sense of agency: Implications for neurocognitive and social-cognitive research","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Kantian Philosophy and Modern Interpretations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sense of agency; Neurocognitive; Agency (philosophy); Perception; Affect (linguistics); Psychology of self; Sense of control; Cognition; Social cognition","score_opus":0.09378603901918688,"score_gpt":0.30954503783733933,"score_spread":0.21575899881815247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024312349","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14390397,0.00015343276,0.00012803271,0.0005286944,0.00033717262,0.0014082112,0.0031710528,0.00008953056,0.8502799],"genre_scores_gemma":[0.64863604,0.000050053943,0.000018810138,0.00003556014,0.00019117059,0.000016644304,0.0005678921,0.000042134987,0.35044172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998983,0.000109981585,0.00017597839,0.00038270326,0.00012359169,0.00022470781],"domain_scores_gemma":[0.99857026,0.00043480186,0.00014823985,0.00007251311,0.00072055374,0.000053614007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000953034,0.00018466687,0.00025781026,0.00035762397,0.0009293154,0.000093155984,0.00009397792,0.00013775848,0.0022217075],"category_scores_gemma":[0.00004959391,0.00021542805,0.00010094902,0.000115270246,0.00041562656,0.00017836857,0.0000632432,0.00024906933,0.000011885028],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008010275,0.00009731468,0.000051226445,0.00094073714,0.00040563915,0.000019416613,0.31932548,2.696912e-7,0.0003085182,0.36698377,0.00090406835,0.3101625],"study_design_scores_gemma":[0.0051124226,0.0014727856,0.019250788,0.0016993578,0.0025373227,0.000009049807,0.48598036,0.00012900644,0.00086056034,0.18735316,0.29370737,0.0018878097],"about_ca_topic_score_codex":0.00012954802,"about_ca_topic_score_gemma":0.0036585869,"teacher_disagreement_score":0.5047321,"about_ca_system_score_codex":0.000020567615,"about_ca_system_score_gemma":0.00009404553,"threshold_uncertainty_score":0.9986904},"labels":[],"label_agreement":null},{"id":"W7024352861","doi":"","title":"Sepsis Diagnosis in the Emergency Department: A Prospective Observational Study of Immunothrombosis Markers","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Observational study; Sepsis; Prospective cohort study; Incidence (geometry)","score_opus":0.028642768964390726,"score_gpt":0.24119329138582662,"score_spread":0.2125505224214359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024352861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87290525,0.00011654868,0.000009206516,0.000020540865,0.00024524823,0.0011603943,0.00008942924,0.00011819778,0.1253352],"genre_scores_gemma":[0.9421984,0.0005016953,0.00005178788,0.000007296375,0.00003764065,0.00018650336,0.00041564312,0.00007198975,0.056529056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989288,0.00006544408,0.00027760613,0.00027136726,0.00025932048,0.00019750204],"domain_scores_gemma":[0.9994189,0.00011822924,0.00009651373,0.00027095355,0.000067985246,0.000027406897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007391655,0.0002456079,0.0002765957,0.00019336426,0.00010680926,0.000019449984,0.00044369313,0.00013820957,0.010127995],"category_scores_gemma":[0.00000951579,0.0002394743,0.000119923534,0.0012901776,0.000016566693,0.00012040883,0.00002317247,0.0002457524,0.00003746019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028503418,0.0023882505,0.8511732,0.0008584823,0.002738078,0.0000618967,0.060405236,0.005649156,0.0006843425,0.00155083,0.007585024,0.066620454],"study_design_scores_gemma":[0.00071773573,0.00010670894,0.9138432,0.000085722386,0.000301854,3.3827305e-7,0.06601129,0.00012667298,0.00006523877,0.00015077276,0.018254291,0.00033613804],"about_ca_topic_score_codex":0.00035630606,"about_ca_topic_score_gemma":0.009998917,"teacher_disagreement_score":0.06929315,"about_ca_system_score_codex":0.00014196412,"about_ca_system_score_gemma":0.000028644772,"threshold_uncertainty_score":0.9907769},"labels":[],"label_agreement":null},{"id":"W7024366068","doi":"","title":"The Role of Support and Sustainability Elements in the Adoption of a Self-management Support System for Chronic Illnesses","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Recreation; Social support; Chronic disease; Decision support system; Health care; Disease; Sustainable development","score_opus":0.006620416832605748,"score_gpt":0.2326154972053424,"score_spread":0.22599508037273663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024366068","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38548535,0.00058176485,0.000039966355,0.00020895076,0.0006225247,0.006172084,0.00003795616,0.00005503617,0.6067964],"genre_scores_gemma":[0.8960941,0.00011508493,0.000078857105,0.000008473826,0.00004383003,0.000030525047,0.00057182,0.000018447518,0.10303888],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884164,0.00007140811,0.00032333954,0.0002433438,0.0002920438,0.00022822968],"domain_scores_gemma":[0.9989112,0.00005568659,0.00035440616,0.0002968003,0.00034071872,0.000041199837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058728684,0.00017082394,0.00029353998,0.00017301197,0.00008000596,0.000021559488,0.00023255618,0.000096093485,0.00030347938],"category_scores_gemma":[0.000018080358,0.00012833835,0.00008540718,0.00034400882,0.00004592668,0.00011203672,0.000052561532,0.00009435205,0.0000018047026],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00206804,0.00078938686,0.04354221,0.029038277,0.0009845261,0.000023204475,0.010491123,0.000020733494,0.00004051627,0.022897188,0.0032364186,0.88686836],"study_design_scores_gemma":[0.002613255,0.00081919733,0.020594206,0.00037261395,0.001410452,0.0000011872912,0.34402868,0.00015488149,0.00017876504,0.00041525322,0.6292145,0.00019698591],"about_ca_topic_score_codex":0.00004998187,"about_ca_topic_score_gemma":0.00029304888,"teacher_disagreement_score":0.88667136,"about_ca_system_score_codex":0.00051492936,"about_ca_system_score_gemma":0.00030923024,"threshold_uncertainty_score":0.5233486},"labels":[],"label_agreement":null},{"id":"W7024632457","doi":"","title":"SOCIAL DETERMINANTS OF HEALTH IN UTERINE CANCER PATIENTS IN ONTARIO: ASSOCIATION WITH DISEASE PRESENTATION AND OUTCOME","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adsorption, diffusion, and thermodynamic properties of materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Disease; Endometrial cancer; Logistic regression; Marital status; Cancer; Social determinants of health; Social deprivation; Health care","score_opus":0.015394663475337893,"score_gpt":0.24641319019393187,"score_spread":0.231018526718594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024632457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168426,0.000030575477,0.0000014887778,0.000051766736,0.00008304208,0.00021582852,0.00010157302,0.00001500521,0.007816456],"genre_scores_gemma":[0.88085675,0.000076389115,0.000012761855,0.000019585294,0.000017933779,0.000004264949,0.0005233602,0.000025423338,0.1184635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988267,0.00006802778,0.00038082091,0.00030974206,0.00021587336,0.00019885434],"domain_scores_gemma":[0.99916434,0.000014523064,0.0006162122,0.00007478236,0.00006358432,0.00006656923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005848041,0.00021087714,0.0004589897,0.000092153045,0.000057639852,0.000020067671,0.00013729138,0.00016005321,0.00669134],"category_scores_gemma":[0.000011858396,0.00021794105,0.00004076779,0.00011144647,0.000019304005,0.00018117503,0.000049661285,0.00017133217,0.0000012021176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013384972,0.0001355322,0.9751564,0.0009939999,0.000029837605,0.0000105074,0.0031086225,0.0000075420776,0.00025437138,0.00001142161,0.000010459636,0.01894279],"study_design_scores_gemma":[0.002559454,0.000044469085,0.9927126,0.00045035177,0.000048314756,7.531337e-8,0.0009649601,0.000094019175,0.00018586204,0.00003144971,0.002658377,0.00025004405],"about_ca_topic_score_codex":0.06390529,"about_ca_topic_score_gemma":0.5330556,"teacher_disagreement_score":0.4691503,"about_ca_system_score_codex":0.0009772225,"about_ca_system_score_gemma":0.00025342338,"threshold_uncertainty_score":0.9942167},"labels":[],"label_agreement":null},{"id":"W7024787150","doi":"","title":"Systematic improvement of approximations with smooth models of the Coulomb potential","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Compute Canada","keywords":"Extrapolation; Coulomb; Coulomb wave function; Wave function; Limiting; Basis (linear algebra); Function (biology); Basis function","score_opus":0.007490777598010838,"score_gpt":0.18197465389747067,"score_spread":0.17448387629945983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024787150","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2809629,0.000047147583,0.017906863,0.00002289397,0.0003614197,0.0015518678,0.00028765408,0.000021554079,0.6988377],"genre_scores_gemma":[0.85956335,0.000001823926,0.00031371205,0.000003286674,0.000049578,0.000005054934,0.00009617335,0.000023274457,0.13994375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990316,0.00004453602,0.0002440929,0.00023702873,0.00028278105,0.00015998523],"domain_scores_gemma":[0.99886286,0.000017028198,0.00048258793,0.0003757479,0.00022211233,0.000039653485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004884319,0.00022546499,0.00043029705,0.00007009961,0.00010910748,0.00001816032,0.0004325362,0.000082356746,0.0044890214],"category_scores_gemma":[8.30968e-7,0.00017593666,0.00020479999,0.00025870008,0.000117088406,0.00055458484,0.00007617863,0.0001636376,0.0000038998887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011169343,0.0037572195,0.00034210284,0.076843314,0.0074033667,0.0000117046975,0.019267892,0.007256864,0.07836556,0.68911624,0.00081378414,0.11570503],"study_design_scores_gemma":[0.018924618,0.0041494067,0.0012953774,0.0642561,0.020580325,0.000005711433,0.34013036,0.017359737,0.31696236,0.20211437,0.007634495,0.006587144],"about_ca_topic_score_codex":0.00045372575,"about_ca_topic_score_gemma":0.00012415055,"teacher_disagreement_score":0.5786004,"about_ca_system_score_codex":0.000028136395,"about_ca_system_score_gemma":0.00015417024,"threshold_uncertainty_score":0.99642104},"labels":[],"label_agreement":null},{"id":"W7024789108","doi":"","title":"STUDIES TO IMPROVE THE IN VIVO MEASUREMENT OF STRONTIUM BY X-RAY FLUORESCENCE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strontium; In vivo; Backscatter (email); Fluorescence; Analytical Chemistry (journal)","score_opus":0.021754571810965982,"score_gpt":0.2711946827290238,"score_spread":0.24944011091805782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024789108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061751135,0.009177327,0.0044014705,0.028283112,0.0023610473,0.010425905,0.00041631045,0.00071600545,0.8824677],"genre_scores_gemma":[0.09457866,0.00037486665,0.0032489682,0.00024031018,0.00009620718,0.00003472812,0.000052702777,0.00005279091,0.90132076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987199,0.000033021624,0.00023446543,0.0003782765,0.00043935978,0.00019498148],"domain_scores_gemma":[0.9992273,0.000027554179,0.00009472602,0.0003415117,0.00021293352,0.00009598514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019665452,0.00019762777,0.00035568143,0.00012813041,0.00004083551,0.000012687073,0.00028297692,0.000112711066,0.002936258],"category_scores_gemma":[0.00005213575,0.00014916604,0.00010032245,0.00048577925,0.00006897609,0.00003373773,0.000089691406,0.00036433112,0.000016305954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055831776,0.00045609762,0.00036459285,0.0032384333,0.00074903754,0.00011743129,0.004809467,0.0000081896505,0.3113519,0.0020746642,0.46720445,0.20906742],"study_design_scores_gemma":[0.00058086053,0.00023650275,0.00022105871,0.0024951533,0.0005537441,0.0000012070157,0.013615304,0.00017153473,0.041755877,0.000074863194,0.9400325,0.00026142053],"about_ca_topic_score_codex":0.00017083187,"about_ca_topic_score_gemma":0.0003932937,"teacher_disagreement_score":0.472828,"about_ca_system_score_codex":0.00026137053,"about_ca_system_score_gemma":0.00012978532,"threshold_uncertainty_score":0.9979752},"labels":[],"label_agreement":null},{"id":"W7024810841","doi":"","title":"The Subjective Experience of Men Who Murder Their Intimate Partners","year":2002,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Power (physics); Domestic violence; Feminist theory; Social control; Statistic; Feminism; Intimate partner; Poison control","score_opus":0.020157384402845153,"score_gpt":0.20258279096178003,"score_spread":0.18242540655893488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024810841","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004146414,0.00061051885,0.00046490913,0.000012079302,0.00021775386,0.0002586008,0.0000258287,0.00011472692,0.99788094],"genre_scores_gemma":[0.00668083,0.0004837694,0.00008888813,0.000008758636,0.000043768912,0.0000022665147,0.000004366462,0.00006403162,0.9926233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987713,0.000045131408,0.00022009695,0.00028725062,0.00029464066,0.00038159455],"domain_scores_gemma":[0.99920726,0.00011787143,0.00009507968,0.0003751471,0.00010119748,0.00010346242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007273589,0.00036637112,0.00040026812,0.00006772895,0.00013592704,0.00004473754,0.0005571681,0.00023668414,0.012944575],"category_scores_gemma":[0.00000966281,0.00029739045,0.0001608908,0.00020680478,0.00021814345,0.00016009591,0.00014698511,0.0003332092,0.00006087562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000336207,0.00013333837,0.0012320494,0.0009714719,0.002739368,0.00021686584,0.015480205,0.0150126815,0.0005143013,0.014091724,0.071495,0.8777768],"study_design_scores_gemma":[0.00045716765,0.000040071514,0.000119334225,0.00024367412,0.000072526585,0.0000013301749,0.0022385675,0.0035410752,0.0007726334,0.00017342801,0.99190927,0.00043094513],"about_ca_topic_score_codex":0.000013416416,"about_ca_topic_score_gemma":0.000040125557,"teacher_disagreement_score":0.92041427,"about_ca_system_score_codex":0.00031060583,"about_ca_system_score_gemma":0.000037885395,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W7024813257","doi":"","title":"STABILIZING THE SELF: IMMIGRANT LABOUR AND RETHINKING PRECARITY","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Immigration; Subjectification; Conceptualization; Ethnography; Narrative; Identity (music); Cognitive reframing; Focus (optics); Precarious work","score_opus":0.013154876168214018,"score_gpt":0.22801564024113435,"score_spread":0.21486076407292035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024813257","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29419947,0.002621144,0.0065554725,0.003448431,0.0047543943,0.002765481,0.000043346125,0.0016569532,0.6839553],"genre_scores_gemma":[0.38571894,0.00019194852,0.010151587,0.0004000357,0.00014860093,0.000003113038,0.00005882922,0.00007636418,0.60325056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975492,0.0005043436,0.00023785276,0.00083309924,0.00044104492,0.0004344755],"domain_scores_gemma":[0.99824816,0.0002934834,0.00033098116,0.0008300081,0.00018024602,0.000117131385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040937867,0.00036319962,0.00036185715,0.00015766286,0.0005023029,0.00031890822,0.0016366853,0.0003668768,0.001975183],"category_scores_gemma":[0.00004473679,0.00032000043,0.00011779696,0.000637764,0.000036606583,0.00046511335,0.00048504944,0.0012691318,0.00004122102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011597773,0.00006559123,0.017911587,0.0024194883,0.00021908707,0.00014709208,0.07016111,0.0002020054,0.000101233374,0.16137609,0.00018639855,0.74709433],"study_design_scores_gemma":[0.0020731096,0.00047662345,0.11592409,0.0016146551,0.00030108725,0.00006477165,0.023820922,0.041632112,0.000303474,0.0045072306,0.806884,0.0023979098],"about_ca_topic_score_codex":0.002261084,"about_ca_topic_score_gemma":0.0033251138,"teacher_disagreement_score":0.8066976,"about_ca_system_score_codex":0.00018896251,"about_ca_system_score_gemma":0.000280299,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W7024934579","doi":"","title":"Strategies to make Cohousing affordable for seniors in Canada: An environmental scan","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Face (sociological concept); Capital (architecture); Population; Raising (metalworking); Population ageing; Affordable housing","score_opus":0.014674268602663463,"score_gpt":0.18905150841711293,"score_spread":0.17437723981444947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024934579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07182977,0.001502254,0.0020346008,0.000062067855,0.0031283272,0.0023168519,0.0032147304,0.00037475576,0.91553664],"genre_scores_gemma":[0.5978659,0.0021590358,0.0015611466,0.00010246114,0.0004493428,0.000053474723,0.0013078816,0.00045873263,0.39604202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820805,0.00002272889,0.0002816425,0.0004589711,0.00044375722,0.00058484793],"domain_scores_gemma":[0.9994761,0.000027896247,0.00006806754,0.00024761172,0.000022090475,0.00015824317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010967187,0.00042276728,0.00055737887,0.0002709458,0.00018949521,0.000030011537,0.00033768502,0.00012931562,0.01303],"category_scores_gemma":[0.0000014348614,0.00053260167,0.00010892162,0.00036654872,0.000027217917,0.00016999531,0.000113629496,0.00030747303,0.0000023466991],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004826752,0.00023073333,0.025356617,0.0025540555,0.0014404994,0.004072829,0.0048052543,0.52396506,0.0010764454,0.00015559144,0.030402338,0.40545788],"study_design_scores_gemma":[0.00049473986,0.00009273115,0.0010676055,0.00007296319,0.00011447015,0.000009955359,0.020440228,0.00030503637,0.00016497687,0.00000894061,0.9765818,0.0006465294],"about_ca_topic_score_codex":0.4503338,"about_ca_topic_score_gemma":0.96824795,"teacher_disagreement_score":0.9461795,"about_ca_system_score_codex":0.004902644,"about_ca_system_score_gemma":0.0014798098,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W7024937902","doi":"","title":"Tunnel Valley Genesis and Subglacial Dynamics in South-Central Ontario","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glacial period; Quaternary; Context (archaeology); Pleistocene; Infill; Drumlin","score_opus":0.011691530262564037,"score_gpt":0.1886542507975799,"score_spread":0.17696272053501585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024937902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6787172,0.00018701033,0.0000038769995,0.000021923317,0.00040304728,0.00018164347,0.000029102262,0.000014350048,0.32044184],"genre_scores_gemma":[0.5843049,0.00005362916,0.000055240023,0.000021261045,0.000019965637,1.180706e-7,0.0008786224,0.0000051617762,0.41466108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984426,0.00015744496,0.0001648155,0.000495747,0.00017632493,0.00056308863],"domain_scores_gemma":[0.99947673,0.00008990555,0.00009639061,0.00015781359,0.000035760982,0.00014341564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010486487,0.0002597698,0.00037363655,0.00026723856,0.00014064621,0.00003766062,0.00033300117,0.00058317266,0.094554596],"category_scores_gemma":[0.000008375604,0.00028232113,0.00008024067,0.00025281758,0.00009976493,0.0001527088,0.000026735683,0.00062635157,0.00033305184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000525857,0.000013369166,0.98360103,0.00008704048,0.00004793929,0.00024642964,0.0028147479,0.00013598704,2.9585982e-7,0.000119576514,0.000015598116,0.0123921195],"study_design_scores_gemma":[0.00078582315,0.00007895623,0.98502725,0.00004148561,0.00005403564,0.000011316846,0.0075612036,0.001302715,0.0000011071418,0.000054509743,0.0047795284,0.00030208277],"about_ca_topic_score_codex":0.025163164,"about_ca_topic_score_gemma":0.9694139,"teacher_disagreement_score":0.94425076,"about_ca_system_score_codex":0.000033913857,"about_ca_system_score_gemma":0.00032886557,"threshold_uncertainty_score":0.99996287},"labels":[],"label_agreement":null},{"id":"W7024967830","doi":"","title":"Supporting Optimal Screening Approaches in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Identification (biology); Context (archaeology); Key (lock)","score_opus":0.01331002422797022,"score_gpt":0.18178157580478607,"score_spread":0.16847155157681584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024967830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043312905,0.000053299827,0.013488287,0.00002714828,0.000073546,0.00017193644,0.00005931844,0.000043715452,0.98564965],"genre_scores_gemma":[0.102231085,0.0000015304179,0.0006125191,0.000024239986,0.00017489011,0.0000010573715,0.00011775613,0.00018342934,0.8966535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856365,0.000052111624,0.00019227323,0.0004296208,0.00016530056,0.0005970528],"domain_scores_gemma":[0.9994231,0.000017828677,0.00021189595,0.00021284648,0.0000075502903,0.00012680775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006159078,0.0003263569,0.0004067151,0.00015238742,0.000049777987,0.000020904363,0.00034681044,0.00009048777,0.2620196],"category_scores_gemma":[4.1264894e-7,0.00037686143,0.00009145751,0.00025656822,0.00003277479,0.00006028223,0.000057876998,0.000369536,0.000035494435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009057939,0.00011945931,0.22382496,0.00025983687,0.0005716415,0.00019220564,0.00031568672,0.0026320426,0.000009171759,0.014081951,0.11478072,0.6431217],"study_design_scores_gemma":[0.0006567575,0.000016546763,0.00039966506,0.000106697014,0.000049843027,3.965407e-7,0.0016239873,0.0007825549,0.000016011965,0.000027296854,0.99586385,0.0004563647],"about_ca_topic_score_codex":0.7323527,"about_ca_topic_score_gemma":0.7489979,"teacher_disagreement_score":0.8810832,"about_ca_system_score_codex":0.00015142444,"about_ca_system_score_gemma":0.0004233072,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W7024983186","doi":"","title":"Surveying the Educational Experiences of Black and Racialized Students in Ontario","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Punishment (psychology); Economic Justice; Work (physics); Racism; Social justice; Disabled people; Lived experience; Qualitative research; Punitive damages","score_opus":0.044015316419471914,"score_gpt":0.28836706002661183,"score_spread":0.2443517436071399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024983186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4711641,0.00031013374,0.0000018035587,0.00003375371,0.0006227018,0.00039095874,0.000038179278,0.000023285147,0.5274151],"genre_scores_gemma":[0.332256,0.00006537137,0.000038742535,0.000008908711,0.00005616307,0.000004138407,0.000044187876,0.0000564445,0.66747004],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968742,0.00035522683,0.0004437672,0.0006888092,0.001296734,0.00034125947],"domain_scores_gemma":[0.9986462,0.00021966641,0.0004096035,0.00037063143,0.0002571849,0.000096718046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009312652,0.00040171132,0.0006087387,0.00060425815,0.00009237621,0.00016360176,0.0009287526,0.00025730726,0.06593686],"category_scores_gemma":[0.000078067955,0.00035121915,0.00015932896,0.0011906814,0.0005514998,0.0002502644,0.00080022594,0.000701458,0.00016722335],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036659444,0.0004570176,0.808753,0.0006655257,0.0009503699,0.000402169,0.16091843,0.00005959306,0.00010634396,0.0009913053,0.012054464,0.014275151],"study_design_scores_gemma":[0.0009704519,0.000051860952,0.20243551,0.0009115184,0.00031052425,0.00002384167,0.048852123,0.000007088861,0.000028813565,0.00013840546,0.74570906,0.00056079857],"about_ca_topic_score_codex":0.080614485,"about_ca_topic_score_gemma":0.42508188,"teacher_disagreement_score":0.7336546,"about_ca_system_score_codex":0.0018124983,"about_ca_system_score_gemma":0.0032653902,"threshold_uncertainty_score":0.99989396},"labels":[],"label_agreement":null},{"id":"W7024998461","doi":"","title":"TOWARD MOLECULAR IMAGING PROBES TO DETECT CRYPTIC BACTERIAL INFECTIONS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Siderophore; Peptidoglycan; Bacteria; Antibiotics; Molecular probe; Ciprofloxacin; In vitro; Molecular imaging","score_opus":0.006719542376340025,"score_gpt":0.2170569237422378,"score_spread":0.21033738136589777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024998461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061980475,0.000008574902,0.034888376,0.00044850213,0.00090164336,0.00073984184,0.0002360361,0.00014438965,0.90065217],"genre_scores_gemma":[0.48793882,0.0000019531858,0.00092484517,0.000081965176,0.00045185516,0.000044401357,0.00044299825,0.00008002096,0.51003313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988128,0.000046187037,0.00020576362,0.00048616808,0.0001319846,0.00031708262],"domain_scores_gemma":[0.9991947,0.000032550244,0.00015544439,0.00031796738,0.00013955953,0.00015981575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000025135203,0.00032546138,0.0002525198,0.00022917883,0.0002546065,0.00016505782,0.00033074577,0.00007700826,0.15073784],"category_scores_gemma":[0.0000026444368,0.00032626855,0.00022339163,0.00035484554,0.000023074974,0.00026964277,0.00008768716,0.000219609,0.0011319239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017239997,0.00032557012,0.0021412547,0.00013333235,0.0005720859,0.000040862204,0.00085336954,0.00007377404,0.083542734,0.010229663,0.0068243276,0.89509064],"study_design_scores_gemma":[0.00071111287,0.000049846803,0.00061342766,0.00029470515,0.00026963963,0.0000023153614,0.0015530522,0.000015264726,0.03000716,0.0014281665,0.9643476,0.0007077215],"about_ca_topic_score_codex":0.00038257154,"about_ca_topic_score_gemma":0.000084593434,"teacher_disagreement_score":0.9575233,"about_ca_system_score_codex":0.00012242723,"about_ca_system_score_gemma":0.00010412853,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W7025023331","doi":"","title":"TRANSFUSION-RELATED ALLOIMMUNIZATION IN CHILDREN: EPIDEMIOLOGY AND EFFECTS OF CHEMOTHERAPY (TRACE-EC)","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chemotherapy; Retrospective cohort study; Cohort; Logistic regression; Epidemiology; Incidence (geometry); Cohort study; Medical record","score_opus":0.010911634282565363,"score_gpt":0.207109060880355,"score_spread":0.19619742659778963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025023331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91288733,0.0032271647,0.00005948316,0.000061034443,0.00016860456,0.00037638578,0.000018166096,0.000027152102,0.083174676],"genre_scores_gemma":[0.9031152,0.0031651005,0.00039904838,0.000067932044,0.000030144194,3.3995e-7,0.0020523735,0.000014917982,0.09115492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874246,0.00032531904,0.00028792088,0.0002955234,0.00016342771,0.00018532985],"domain_scores_gemma":[0.99934185,0.0001479743,0.00023848977,0.00011520106,0.000075242766,0.00008125929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000324795,0.00019543912,0.00043494857,0.00031497958,0.000056527995,0.00000892823,0.00019129946,0.00028394655,0.016896892],"category_scores_gemma":[0.000050580104,0.00019773703,0.000083685176,0.00058599666,0.0000504751,0.00017472419,0.000004539419,0.0002032448,0.00001540894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014589069,0.00002617981,0.5808964,0.00009413512,0.00014856919,0.000003919998,0.0010216928,0.00064265745,0.00011105849,0.00003483354,0.000058817426,0.4168159],"study_design_scores_gemma":[0.0017334141,0.00012728263,0.9923126,0.00018851839,0.00017845175,0.0000013631317,0.00092398137,0.0012684693,0.00012212791,0.0004871436,0.0023881528,0.00026847696],"about_ca_topic_score_codex":0.0016726154,"about_ca_topic_score_gemma":0.007150031,"teacher_disagreement_score":0.41654742,"about_ca_system_score_codex":0.00001363235,"about_ca_system_score_gemma":0.000057109053,"threshold_uncertainty_score":0.9840018},"labels":[],"label_agreement":null},{"id":"W7025044007","doi":"","title":"Strengthening Evidence-support Systems in a Challenged World","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Taxonomy (biology); Delphi method; Delphi; Process (computing); Thematic analysis; CLARITY; Matching (statistics)","score_opus":0.03938177225488222,"score_gpt":0.2483131335018124,"score_spread":0.20893136124693018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025044007","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015008011,0.0014297201,0.0048174188,0.00019955797,0.005709937,0.0017975016,0.000011349296,0.0014671128,0.9695594],"genre_scores_gemma":[0.0872411,0.00013337105,0.001793186,0.0000147710325,0.00020353652,0.000013074796,0.000060945888,0.000094899326,0.9104451],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612045,0.00040334242,0.0006952437,0.0012774765,0.00074913964,0.00075435906],"domain_scores_gemma":[0.997777,0.00033711526,0.0006008017,0.000907646,0.00016156385,0.00021588456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006128684,0.00057110103,0.0007908156,0.0014599215,0.0001612669,0.0005093372,0.002381602,0.000397454,0.0029086927],"category_scores_gemma":[0.000045126188,0.00066823885,0.00022892901,0.0027985938,0.00002802875,0.0015106042,0.00038724137,0.00076245953,0.0007275639],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035079254,0.00021961724,0.003027323,0.004430618,0.00061427354,0.006669464,0.03336349,0.006744752,0.00085598574,0.023054287,0.003235683,0.91743374],"study_design_scores_gemma":[0.0076456005,0.0010257408,0.016058316,0.051763307,0.00058727677,0.00014200177,0.12717208,0.13384236,0.00082894176,0.00060976914,0.65095335,0.009371267],"about_ca_topic_score_codex":0.0013594701,"about_ca_topic_score_gemma":0.009045897,"teacher_disagreement_score":0.90806246,"about_ca_system_score_codex":0.0005470774,"about_ca_system_score_gemma":0.00038901163,"threshold_uncertainty_score":0.99957687},"labels":[],"label_agreement":null},{"id":"W7025048699","doi":"","title":"Transit Bus Number Identification for Frictionless Fare Collection Using Passenger Location Data","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Public transport; Global Positioning System; Identification (biology); Matching (statistics); Data collection; Payment; TRIPS architecture; Trajectory; Map matching; Transit (satellite)","score_opus":0.022186324982268534,"score_gpt":0.2464404462131271,"score_spread":0.22425412123085858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025048699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098971665,0.0006319233,0.46960786,0.00023589071,0.005594124,0.003545534,0.0025120075,0.0005187754,0.41838223],"genre_scores_gemma":[0.56448007,0.000016242815,0.00033837074,0.0000068920813,0.00039722904,0.000010673964,0.015505292,0.00009160027,0.41915366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983174,0.000046132485,0.00032378483,0.0007865071,0.00020444319,0.00032173356],"domain_scores_gemma":[0.99897444,0.00002798202,0.00022876382,0.00044619237,0.00024477133,0.00007785366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010580576,0.00034660278,0.00030447842,0.00017860052,0.0003762017,0.00016118027,0.00041638786,0.00021822339,0.017125335],"category_scores_gemma":[0.0000013381126,0.0004211084,0.00015263434,0.0008572385,0.0000211915,0.0005421785,0.000021510547,0.00032153944,0.00009240144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031175625,0.001634426,0.007656125,0.007866501,0.0060976655,0.000044145803,0.016314762,0.006803504,0.017255167,0.09587494,0.028424984,0.8089102],"study_design_scores_gemma":[0.0032186117,0.00013990558,0.003158735,0.0009878564,0.0059229727,0.0000053939375,0.039614547,0.058390327,0.0048853043,0.007392214,0.87358284,0.0027012646],"about_ca_topic_score_codex":0.00057250104,"about_ca_topic_score_gemma":0.0008049285,"teacher_disagreement_score":0.84515786,"about_ca_system_score_codex":0.0001987742,"about_ca_system_score_gemma":0.00026051348,"threshold_uncertainty_score":0.99982405},"labels":[],"label_agreement":null},{"id":"W7025150228","doi":"","title":"Urban Representation of Multiculturalism in a Global City: Toronto’s Iranian Community","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Multiculturalism; Placemaking; Context (archaeology); Identity (music); Work (physics)","score_opus":0.029134228982455403,"score_gpt":0.2875787847833521,"score_spread":0.2584445558008967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025150228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6574087,0.000017596718,0.000064833,0.000051113737,0.000027693211,0.00014042186,0.0001710701,0.000005478837,0.34211308],"genre_scores_gemma":[0.8770968,0.0000029836503,0.00031961527,0.000011743221,0.000025316926,4.92264e-7,0.00008794571,0.0000037167672,0.12245144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921525,0.00018433726,0.00013053574,0.00013111829,0.0001676673,0.00017108404],"domain_scores_gemma":[0.9995779,0.000049122526,0.00006377723,0.00015961379,0.000082117345,0.00006746837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004903442,0.00009531778,0.00015780903,0.000027465414,0.00013934815,0.00001060989,0.00022760166,0.000034174423,0.011073663],"category_scores_gemma":[0.0000048071274,0.000098682176,0.0000804058,0.0003377552,0.00009818643,0.00029662615,0.000114137634,0.0001395866,0.000008242018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027861938,0.00072074507,0.9282826,0.00003303386,0.00014159232,0.00006092324,0.009896131,0.00017220118,0.0019540864,0.01467127,0.0023690062,0.041419778],"study_design_scores_gemma":[0.0040406696,0.00014497731,0.9130872,0.00006566583,0.00003033829,0.0000049605214,0.027354576,0.0005707099,0.0007856696,0.0023421827,0.051184162,0.00038887793],"about_ca_topic_score_codex":0.015497084,"about_ca_topic_score_gemma":0.0015739831,"teacher_disagreement_score":0.21968804,"about_ca_system_score_codex":0.00013486615,"about_ca_system_score_gemma":0.000034822864,"threshold_uncertainty_score":0.9910588},"labels":[],"label_agreement":null},{"id":"W7025176408","doi":"","title":"Toronto Social Housing &amp; Health Study: Community Report 1","year":2016,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public housing; Anxiety; Sense of community; Public health; Social capital; Mental health","score_opus":0.06366365400453317,"score_gpt":0.2824171062317854,"score_spread":0.21875345222725223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025176408","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003452703,0.00028114114,0.002769515,0.00028306,0.00071597693,0.00051125843,0.00018806264,0.0005569398,0.99124134],"genre_scores_gemma":[0.13616502,0.0001104051,0.00023024942,0.00007203063,0.0014150052,0.0000043497057,0.00019443453,0.00014149892,0.861667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970076,0.00031663463,0.0005864213,0.0005904608,0.00078863953,0.0007102163],"domain_scores_gemma":[0.9979664,0.00015175377,0.00044424558,0.0008377953,0.00029897032,0.00030084865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043627538,0.0005485813,0.00092965516,0.000049735194,0.0008671344,0.000048261416,0.0008157515,0.00043402537,0.040164102],"category_scores_gemma":[0.00013361276,0.0005041708,0.00041627378,0.00024481633,0.00020192687,0.0002181511,0.0010814309,0.0014069091,0.00011529684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034919527,0.0034152425,0.0016386108,0.0020503164,0.0019940694,0.0007141061,0.0065057487,0.00006755328,0.004352907,0.00053609157,0.17315589,0.80522025],"study_design_scores_gemma":[0.0006246557,0.000079602025,0.00006796471,0.00029318282,0.00013909338,0.000036633934,0.0012023967,0.000016641767,0.000073971,0.00006806666,0.99674964,0.00064817234],"about_ca_topic_score_codex":0.024085779,"about_ca_topic_score_gemma":0.009256909,"teacher_disagreement_score":0.82359374,"about_ca_system_score_codex":0.004833714,"about_ca_system_score_gemma":0.0006058531,"threshold_uncertainty_score":0.999741},"labels":[],"label_agreement":null},{"id":"W7025217181","doi":"","title":"Three Essays in Economics","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Productivity; Investment (military); Order (exchange); Capital (architecture); General equilibrium theory; Human capital; Agriculture","score_opus":0.009254758073754452,"score_gpt":0.18821042595241852,"score_spread":0.17895566787866407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025217181","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074750157,0.00012534726,0.03686204,0.000054963177,0.0019028006,0.0001804382,0.000003917602,0.00012059092,0.9532749],"genre_scores_gemma":[0.01887504,0.0001212275,0.012526442,0.000059470243,0.000090372196,0.000001145133,0.00007435069,0.000040391275,0.96821153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886835,0.000029089784,0.0001771531,0.00056335126,0.000094491035,0.00026757884],"domain_scores_gemma":[0.9993094,0.000024035302,0.0002003647,0.00035388107,0.00005810108,0.000054217704],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007007805,0.0002370174,0.00027562762,0.00034050373,0.000080731865,0.0001778149,0.0009017922,0.00028696173,0.002457049],"category_scores_gemma":[0.0000039893243,0.00028397507,0.000095087904,0.00041935622,0.000023526318,0.0007723083,0.000107621556,0.0003469546,0.00017375743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002676478,0.00002032549,0.00085252983,0.00008632802,0.000018193638,0.000027066604,0.00035530212,0.0001075589,0.0000167643,0.008284676,0.000086068896,0.99011844],"study_design_scores_gemma":[0.008340109,0.00039048065,0.011164921,0.0021233852,0.00023924885,0.00013686034,0.0098451525,0.19263324,0.0032946933,0.03240153,0.7340569,0.00537351],"about_ca_topic_score_codex":0.000099159326,"about_ca_topic_score_gemma":0.0021604393,"teacher_disagreement_score":0.9847449,"about_ca_system_score_codex":0.00017091919,"about_ca_system_score_gemma":0.0003109297,"threshold_uncertainty_score":0.99996126},"labels":[],"label_agreement":null},{"id":"W7025245094","doi":"","title":"Validation DSL for client-server applications","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Digital subscriber line; Key (lock); Domain-specific language; User interface; Web application; Data validation","score_opus":0.015639380245170573,"score_gpt":0.2440607667295085,"score_spread":0.2284213864843379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025245094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048596565,0.0017819403,0.040130716,0.00015499876,0.0017676884,0.0032806206,0.000267776,0.00011978705,0.9038999],"genre_scores_gemma":[0.08689028,0.00013994379,0.00059423485,0.00006136978,0.0004931028,0.000072175855,0.0073923776,0.000053685413,0.90430284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898636,0.000042532567,0.00016148397,0.00045179256,0.00012909666,0.00022871267],"domain_scores_gemma":[0.9991322,0.0000074124177,0.00022113787,0.00036865595,0.0001655143,0.0001050451],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006433982,0.00021614453,0.00014784718,0.000096074764,0.00015595334,0.00003048759,0.00029305762,0.00039404817,0.0075830217],"category_scores_gemma":[0.000006334457,0.00024990464,0.00016688605,0.00015617916,0.000021480293,0.000011995975,0.000042796757,0.00009594154,0.00006395322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007519043,0.00023920638,0.001116489,0.00039309636,0.00020949267,6.3701214e-7,0.00021166769,0.0000525323,0.41623366,0.0033221012,0.021189705,0.55627954],"study_design_scores_gemma":[0.0005344778,0.000052521522,0.0012018554,0.000021213786,0.00011180444,5.7723446e-7,0.0007993934,0.0000057707307,0.06973644,0.000043081887,0.92722374,0.00026912912],"about_ca_topic_score_codex":0.0000076049387,"about_ca_topic_score_gemma":0.000080695405,"teacher_disagreement_score":0.90603405,"about_ca_system_score_codex":0.000052803043,"about_ca_system_score_gemma":0.000098513854,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W7025265757","doi":"","title":"Traffic Prediction and Optimization at Signalized Intersections with Connected Vehicles A Hybrid Approach","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Queue; Artificial neural network; Traffic simulation; Traffic flow (computer networking); Traffic congestion; Queueing theory; Control (management); Key (lock); Traffic congestion reconstruction with Kerner's three-phase theory","score_opus":0.005086423409522341,"score_gpt":0.15440593866361443,"score_spread":0.1493195152540921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025265757","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33906725,0.001492761,0.053696986,0.000042123356,0.0013972688,0.0017882311,0.00018212074,0.0035491206,0.59878415],"genre_scores_gemma":[0.65438986,0.00021345774,0.0006957079,0.00000863529,0.000079052916,0.000015320667,0.001362828,0.00010756474,0.34312755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991385,0.000027649652,0.00014235114,0.00036734281,0.00013608884,0.00018808302],"domain_scores_gemma":[0.99970347,0.0000169627,0.000043531356,0.00011914743,0.000040404986,0.00007650427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000273076,0.00028879597,0.00023901151,0.00026859267,0.00010586604,0.00008156757,0.00009988952,0.00012580882,0.003087984],"category_scores_gemma":[0.0000014369025,0.00029680438,0.00006731726,0.00031702797,0.00002723164,0.00015028169,0.000029921744,0.00021997029,0.000011806443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042324065,0.000031796888,0.000008008598,0.000681452,0.0005482523,0.000050582377,0.0010729734,0.93315923,0.0001236407,0.00006327827,0.0013508,0.062486745],"study_design_scores_gemma":[0.0021646041,0.00015289185,0.00038814067,0.0003495698,0.0011034397,0.000025098914,0.00605245,0.90658844,0.00005768658,0.0000042424654,0.08257018,0.0005432575],"about_ca_topic_score_codex":0.000022699405,"about_ca_topic_score_gemma":0.0012459259,"teacher_disagreement_score":0.31532264,"about_ca_system_score_codex":0.00020945464,"about_ca_system_score_gemma":0.00001737503,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W7025272621","doi":"","title":"Using the Blanding's Turtle (Emydoidea blandingii) plastron as a 'fingerprint': photo identification of an endangered species","year":2021,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Cultural Studies and Interdisciplinary Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turtle (robot); Endangered species; Identification (biology); Crocodylus; Population; Range (aeronautics); Hatchling; Critically endangered","score_opus":0.06818441807295215,"score_gpt":0.26488947640783495,"score_spread":0.19670505833488278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025272621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58479595,0.00008573608,0.00009637123,0.00022856628,0.00023767154,0.00013259856,0.0000560609,0.000026801872,0.41434023],"genre_scores_gemma":[0.6051517,0.000018762375,0.000033292392,0.000015318874,0.00016675975,5.252953e-7,0.000015890695,0.000008988431,0.39458877],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903816,0.00008431532,0.00017768353,0.0002475607,0.0002195944,0.0002326687],"domain_scores_gemma":[0.9994036,0.00004419011,0.00011522041,0.00020129608,0.00018154494,0.000054133132],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000945975,0.00013226633,0.00017242838,0.00005684912,0.0006443877,0.00021720746,0.00026767145,0.00003293941,0.09304988],"category_scores_gemma":[0.000014395714,0.000099390534,0.00011378054,0.00014000785,0.00026147373,0.00031990587,0.00034758713,0.00012837005,0.000035349887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022165885,0.0011847521,0.008197017,0.0005697055,0.0018454569,0.0007506053,0.27465248,0.00093502866,0.31564882,0.25625238,0.008893371,0.12885378],"study_design_scores_gemma":[0.0005807099,0.0001727829,0.0013875633,0.000084201616,0.000088952154,0.000019166582,0.15997477,0.0009669313,0.016823469,0.00023912729,0.8194237,0.00023864428],"about_ca_topic_score_codex":0.00052041205,"about_ca_topic_score_gemma":0.003573994,"teacher_disagreement_score":0.8105303,"about_ca_system_score_codex":0.00011919841,"about_ca_system_score_gemma":0.0000329312,"threshold_uncertainty_score":0.9077792},"labels":[],"label_agreement":null},{"id":"W7025278315","doi":"","title":"Tsunami of Neglected Health Conditions","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community health; Health services; Public health; Natural disaster; Health care; Occupational safety and health","score_opus":0.016419574449815264,"score_gpt":0.23090761253333852,"score_spread":0.21448803808352326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025278315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017808583,0.0009417298,0.00032633258,0.00009579715,0.0002482065,0.00047937004,0.0018863308,0.00047977612,0.99552464],"genre_scores_gemma":[0.00019232016,0.000117871845,0.0010926801,0.00011959244,0.00010632789,8.704378e-7,0.0009369183,0.0008528579,0.99658054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976341,0.0004418313,0.0002991121,0.00067949167,0.00039748292,0.00054797326],"domain_scores_gemma":[0.9980764,0.00004896488,0.00074075966,0.00071921793,0.00013387513,0.0002808056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000047476926,0.00048462555,0.0008810106,0.0011126633,0.000101457386,0.00002636119,0.0005837588,0.00041051127,0.8037402],"category_scores_gemma":[0.000018742072,0.00061560975,0.0002790962,0.0026925525,0.00027271296,0.00007552263,0.0002725056,0.00040235594,0.001131319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043957993,0.00026606183,0.00053343567,0.0005841106,0.000637636,0.00023711598,0.00017290194,0.000018269251,0.0006440555,0.007157379,0.97771984,0.011985213],"study_design_scores_gemma":[0.001265966,0.00008803856,0.0005507447,0.0010399137,0.00013093674,0.000011930316,0.0006160158,0.000016517079,0.000039386818,0.00002206786,0.9957503,0.00046815875],"about_ca_topic_score_codex":0.0015590404,"about_ca_topic_score_gemma":0.006119613,"teacher_disagreement_score":0.8026089,"about_ca_system_score_codex":0.00045778113,"about_ca_system_score_gemma":0.0006626327,"threshold_uncertainty_score":0.9996464},"labels":[],"label_agreement":null},{"id":"W7025278812","doi":"","title":"What to do About (Housing) Injustice? Developing the Social Connection Model’s Prioritization and Action Guidance and Investigating Landlords’ Responsibility for Housing Injustice","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Action (physics); Injustice; Harm; Prioritization; Perspective (graphical); Politics","score_opus":0.022165026300691653,"score_gpt":0.25776532049945344,"score_spread":0.2356002941987618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025278812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922281,0.00042064523,0.07212222,0.00013033413,0.0018176232,0.0009871563,0.00003706718,0.0003232028,0.0018807052],"genre_scores_gemma":[0.94453686,0.0014506651,0.019202964,0.0003602181,0.0009196653,0.000044565808,0.00058550807,0.00038796678,0.032511607],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891067,0.0000775608,0.00022121659,0.00039836243,0.00015664706,0.0002355618],"domain_scores_gemma":[0.9993881,0.00012355436,0.00011649131,0.0001296135,0.00017590844,0.000066342785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001969262,0.0002666891,0.00023043827,0.00021454677,0.00075531204,0.00035502188,0.00010318137,0.00028235975,0.000040657804],"category_scores_gemma":[0.00014316823,0.00028269415,0.000046958085,0.000561587,0.000043559277,0.00041998713,0.000055782777,0.00024851708,0.0000011508398],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010319522,0.000016016556,0.0006520938,0.004806363,0.00034094718,0.000013436364,0.024235768,0.07811054,0.018314956,0.0044640624,0.0010736034,0.86694026],"study_design_scores_gemma":[0.005632297,0.0004165003,0.056640603,0.007360427,0.003387632,0.000028043023,0.29079562,0.533792,0.016628068,0.008242194,0.072015494,0.0050611333],"about_ca_topic_score_codex":0.00006509595,"about_ca_topic_score_gemma":0.0027287845,"teacher_disagreement_score":0.8618791,"about_ca_system_score_codex":0.00023599876,"about_ca_system_score_gemma":0.000091544614,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W7025417814","doi":"","title":"Wheels in Motion: Mobility's Relationship with Self-Efficacy and LeisureTime Physical Activity in People with Spinal Cord Injury","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Wheelchair; Manual wheelchair; Spinal cord injury; Physical activity; Rehabilitation; Repeated measures design; Test (biology); Analysis of variance","score_opus":0.009648670540105571,"score_gpt":0.21005152642368036,"score_spread":0.2004028558835748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025417814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93141514,0.000019011813,0.000025340418,0.00004392145,0.000045846806,0.00034062538,0.000025199632,0.000041463947,0.06804343],"genre_scores_gemma":[0.9735838,0.0000070899723,0.00043081265,0.000005922122,0.00004785497,8.096783e-7,0.00016075073,0.000009637274,0.025753321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987068,0.00008979576,0.0001173178,0.0005670792,0.00023301133,0.0002859729],"domain_scores_gemma":[0.99936336,0.00011205319,0.00015162394,0.00020915782,0.000036053207,0.00012777786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008553965,0.0003118113,0.000369055,0.000035658053,0.00012333902,0.00006038276,0.00020205486,0.00028401488,0.006401442],"category_scores_gemma":[0.000008112667,0.00028138724,0.000036641206,0.0007251026,0.00010197862,0.00042745593,0.000014559229,0.00088727864,0.000015928521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066264807,0.00039033976,0.7954476,0.00024720954,0.00003321386,0.00012259485,0.00071407564,0.00040414894,0.00009303263,0.00003015838,0.0000065531813,0.19588459],"study_design_scores_gemma":[0.001124733,0.000676706,0.9944589,0.00018656506,0.000057964913,0.000009194152,0.0010647187,0.00049535936,0.00019453876,0.000025770398,0.0013100287,0.000395513],"about_ca_topic_score_codex":0.0012306138,"about_ca_topic_score_gemma":0.038341988,"teacher_disagreement_score":0.1990113,"about_ca_system_score_codex":0.00003228526,"about_ca_system_score_gemma":0.00015362089,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W7026181698","doi":"","title":"Advanced Real-Time Battery State Estimation for a Hybrid Aircraft","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Battery (electricity); Robustness (evolution); Aviation; State of charge; Filter (signal processing); Estimation; Kalman filter; Stability (learning theory)","score_opus":0.00935106107509302,"score_gpt":0.23375930008851165,"score_spread":0.22440823901341864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026181698","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047537997,0.0001631206,0.019628601,0.00029285412,0.00066839874,0.001981545,0.00071459176,0.0004995348,0.92851335],"genre_scores_gemma":[0.005266261,0.000115531395,0.011576441,0.00011162416,0.000051339113,0.000008465987,0.0053221374,0.000049311417,0.9774989],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986808,0.000036721543,0.0002407294,0.0004926337,0.00021791065,0.0003312262],"domain_scores_gemma":[0.9988562,0.00028068715,0.00019451053,0.00030256523,0.00020468318,0.00016136828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060118695,0.0003324298,0.0004961774,0.000262068,0.00012692368,0.0000347678,0.00018993363,0.00018920553,0.0068621975],"category_scores_gemma":[0.00015583496,0.00037685665,0.0002124377,0.00028120022,0.000023788993,0.0001735182,0.000051825136,0.00024288976,0.000089866466],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003893655,0.00014146729,0.00024291458,0.0015870027,0.00030531586,0.00031234164,0.00022086396,0.001087587,0.00084536354,0.0001618545,0.011394158,0.9798075],"study_design_scores_gemma":[0.0265561,0.002989936,0.015572767,0.015039758,0.0060852566,0.00006503789,0.0031402926,0.051982153,0.02696815,0.001748601,0.8464192,0.0034327486],"about_ca_topic_score_codex":0.00013281971,"about_ca_topic_score_gemma":0.00013292422,"teacher_disagreement_score":0.97637475,"about_ca_system_score_codex":0.00020306844,"about_ca_system_score_gemma":0.00029065285,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W7026539866","doi":"","title":"The Antibacterial Activity of Silicone-Polyether Surfactants","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Adhesion; Antibacterial activity; Silicone; Biofilm; Escherichia coli; Methacrylate; Contact angle; Bacteria","score_opus":0.016417640758832466,"score_gpt":0.2112574154330751,"score_spread":0.19483977467424263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026539866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47250497,0.00029586707,5.51993e-7,0.000020183343,0.0007836081,0.00011302498,0.000090226626,0.000016295196,0.52617526],"genre_scores_gemma":[0.5996368,0.00035743977,0.000007691242,0.0000034251855,0.00006192138,4.4644988e-8,0.00005183208,0.0000052778933,0.39987558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989008,0.00010540115,0.00014164663,0.00030047464,0.000245481,0.000306205],"domain_scores_gemma":[0.9989062,0.00018559211,0.00039750052,0.0003771587,0.000069317524,0.0000642482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012155758,0.00024263473,0.00034739953,0.000042263975,0.00066622184,0.00008967573,0.0006157847,0.00020521508,0.07164626],"category_scores_gemma":[0.00003234542,0.00018369309,0.00015863027,0.000115991264,0.00017615751,0.00021248174,0.000020708001,0.0002464201,0.0001083541],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059471617,0.000013516723,0.04469895,0.000049985414,0.00019134376,0.000026501353,0.00027599174,0.0000041523026,0.00030571947,0.000033712855,0.00017377945,0.95363164],"study_design_scores_gemma":[0.00048635216,0.0001115499,0.74597955,0.00008547227,0.00010323556,0.0000014411419,0.0011162636,0.00002582436,0.0023511907,0.00004724633,0.24941398,0.0002778832],"about_ca_topic_score_codex":0.0038289977,"about_ca_topic_score_gemma":0.07430141,"teacher_disagreement_score":0.95335376,"about_ca_system_score_codex":0.000007033009,"about_ca_system_score_gemma":0.0001237507,"threshold_uncertainty_score":0.9425902},"labels":[],"label_agreement":null},{"id":"W7026542159","doi":"","title":"Active Transportation Modes: Data Requirements and Historical Analysis of Impedance Functions","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Destinations; Travel survey; Perspective (graphical); Focus (optics); Travel behavior; Data collection; Function (biology); Component (thermodynamics)","score_opus":0.043291393084133836,"score_gpt":0.26949182390770005,"score_spread":0.22620043082356622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026542159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3513325,0.003841858,0.006796607,0.00025261784,0.0010295452,0.0010079109,0.005036735,0.00029081074,0.63041145],"genre_scores_gemma":[0.45516598,0.0003082108,0.0005625571,0.000017976545,0.00005641034,0.0000011757176,0.015730774,0.00003080036,0.5281261],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998892,0.000023437282,0.00021352388,0.00048273927,0.0002556843,0.00013262365],"domain_scores_gemma":[0.99919546,0.000069061054,0.00015685063,0.00036334383,0.00010404647,0.00011126153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045179473,0.0001839877,0.0004608366,0.0004358547,0.00005113416,0.000011848138,0.00016347424,0.00020110341,0.003132401],"category_scores_gemma":[0.00003618706,0.00019447567,0.00013620801,0.0010106523,0.000028309087,0.00019060021,0.00003296392,0.00024237813,0.000006238823],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054649822,0.000554658,0.019996056,0.0028497176,0.015833931,0.0006580291,0.0050404016,0.00049636874,0.0016496127,0.0012258631,0.009311063,0.93691933],"study_design_scores_gemma":[0.0054808403,0.0012925611,0.27336022,0.0037477722,0.16796,0.000008954051,0.035389066,0.036331195,0.0011625501,0.00014656853,0.47338027,0.0017399662],"about_ca_topic_score_codex":0.0010227826,"about_ca_topic_score_gemma":0.0038615766,"teacher_disagreement_score":0.93517935,"about_ca_system_score_codex":0.00025778808,"about_ca_system_score_gemma":0.00010724622,"threshold_uncertainty_score":0.9977789},"labels":[],"label_agreement":null},{"id":"W7026622576","doi":"","title":"Addressing Health and Emerging Global Issues in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global health; Public health; Stakeholder; Context (archaeology); Global challenges; MEDLINE; Government (linguistics); Work (physics)","score_opus":0.020236418069195357,"score_gpt":0.2413124028050761,"score_spread":0.22107598473588075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026622576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014589852,0.0034227686,0.00006286935,0.00028075383,0.0002454676,0.0003020173,0.00028367678,0.00018391502,0.9950726],"genre_scores_gemma":[0.0007986368,0.00015174883,0.0005841925,0.00031518613,0.00013752704,3.339618e-7,0.00004695717,0.00042534698,0.99754006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767417,0.00031617493,0.00022469151,0.0006958546,0.0003765972,0.00071252906],"domain_scores_gemma":[0.99882954,0.000020809455,0.00037475003,0.00035573464,0.000021660828,0.00039748926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010666292,0.0004843664,0.00070857216,0.00038859836,0.00009558854,0.000055884226,0.00042236628,0.00019026229,0.08445042],"category_scores_gemma":[0.000012601673,0.0005924818,0.000047939717,0.0010107594,0.00009478398,0.00011159279,0.0003040405,0.0003074153,0.00021087035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058716294,0.000020631956,0.032532398,0.00041361354,0.00009921118,0.00034072975,0.00017993373,0.00003433185,0.000002154104,0.00079898705,0.72676134,0.23875797],"study_design_scores_gemma":[0.0009887492,0.000025296582,0.0007315123,0.0011234115,0.00002515206,0.000008862939,0.0017931561,0.000116092,8.1722965e-7,0.000011258353,0.9946612,0.00051448366],"about_ca_topic_score_codex":0.9644955,"about_ca_topic_score_gemma":0.99726516,"teacher_disagreement_score":0.2678999,"about_ca_system_score_codex":0.0030341875,"about_ca_system_score_gemma":0.0017685532,"threshold_uncertainty_score":0.9996527},"labels":[],"label_agreement":null},{"id":"W7026769646","doi":"","title":"Assessing the Suitability of the Multilevel Governance Framework of the Laurentian Great Lakes Basin to Sustain the Quantity of its Stored Groundwater Resources","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Corporate governance; Aquifer; Multi-level governance; Structural basin; Context (archaeology); Framing (construction)","score_opus":0.041197972744878054,"score_gpt":0.3435909926343203,"score_spread":0.3023930198894422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026769646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95859575,0.0009939783,0.00017517692,0.0050850078,0.0017738107,0.0020077922,0.00018143935,0.0000183806,0.031168668],"genre_scores_gemma":[0.8228832,0.00012213846,0.00008509482,0.00049624895,0.00012935918,0.000009950468,0.000016245896,0.000026708112,0.17623107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949648,0.002720947,0.0006563304,0.00037450404,0.00076249335,0.0005209295],"domain_scores_gemma":[0.995714,0.0016923451,0.0010433932,0.0008171858,0.0006208968,0.000112181166],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011305087,0.00027977084,0.0006189815,0.000032013515,0.0013497024,0.000018466613,0.0012314736,0.0004399943,0.007855453],"category_scores_gemma":[0.001846044,0.00013267713,0.0003106819,0.0008267163,0.0003529278,0.00011622527,0.00056949194,0.0013618476,0.000003922708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010959991,0.0006513165,0.5927001,0.016587088,0.00080453337,0.000015881722,0.18919457,0.00006531686,0.0005162954,0.011026956,0.0107170725,0.17662482],"study_design_scores_gemma":[0.00039215203,0.000035754165,0.62812525,0.0029986587,0.00018463071,1.872335e-7,0.13203056,0.000013595573,0.0003206267,0.000079952464,0.23567808,0.00014056067],"about_ca_topic_score_codex":0.005026289,"about_ca_topic_score_gemma":0.06662618,"teacher_disagreement_score":0.22496101,"about_ca_system_score_codex":0.00026400178,"about_ca_system_score_gemma":0.00083034334,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W7026795983","doi":"","title":"Applying High Resolution X-Ray Microscopy to Reveal Microstructural Changes in Early-stage Osteoarthritic Knee Joint","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Articular cartilage; Cartilage; Chondropathy; Joint (building)","score_opus":0.011382584731475765,"score_gpt":0.22436226111798827,"score_spread":0.2129796763865125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026795983","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.901235,0.0004362315,0.000035028002,0.00026873001,0.0012189475,0.0023370474,0.00026159655,0.00013055786,0.09407687],"genre_scores_gemma":[0.2390233,0.000116773415,0.0014113854,0.0004144225,0.00020203828,0.000035128043,0.0011943266,0.00005874787,0.75754386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978855,0.00010237233,0.00033566396,0.0007482869,0.00029590286,0.0006322636],"domain_scores_gemma":[0.9989756,0.000039052175,0.00017331283,0.00040441728,0.00014076087,0.0002669018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007990724,0.00047871168,0.000697859,0.0007703745,0.00017200448,0.000078092315,0.00024131255,0.00051620725,0.006266618],"category_scores_gemma":[0.00004210415,0.0005635621,0.00016673213,0.0007977267,0.00004272469,0.00014519686,0.00012259887,0.00068648136,0.00006649937],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011535197,0.00018627488,0.01873916,0.0063567823,0.00039077824,0.0032927897,0.0067477054,0.00006567951,0.20158465,0.00064955256,0.0026432103,0.7478082],"study_design_scores_gemma":[0.017500475,0.0026168695,0.26370806,0.016504584,0.0009768445,0.000053960262,0.015745513,0.000045284567,0.060028948,0.00010724245,0.619976,0.002736245],"about_ca_topic_score_codex":0.0011916879,"about_ca_topic_score_gemma":0.010697945,"teacher_disagreement_score":0.74507195,"about_ca_system_score_codex":0.0005398566,"about_ca_system_score_gemma":0.0002790481,"threshold_uncertainty_score":0.9996816},"labels":[],"label_agreement":null},{"id":"W7026811077","doi":"","title":"Barriers to the Use of Institutional Respite for Alzheimer's Caregivers","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respite care; Service (business); Government (linguistics); Dementia; Christian ministry; Population; Population ageing","score_opus":0.03637597065978886,"score_gpt":0.27614387025450937,"score_spread":0.2397678995947205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026811077","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34862968,0.00067025283,0.0038111107,0.0023031682,0.0015797451,0.009499542,0.0011503694,0.00014045753,0.6322157],"genre_scores_gemma":[0.14507066,0.0000662799,0.0013295128,0.00044623195,0.00014661321,0.000021021278,0.0009896058,0.000054419925,0.85187566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986305,0.00005460521,0.00017738757,0.00036712005,0.0004635379,0.00030682437],"domain_scores_gemma":[0.99880934,0.00007252475,0.00011362433,0.00023774581,0.00044453895,0.0003222224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000088046,0.00022530466,0.00029823976,0.00030296075,0.00024340636,0.00003503181,0.0002534244,0.00017125197,0.020188302],"category_scores_gemma":[0.00011832693,0.00019372116,0.00026058176,0.00049501547,0.00010607217,0.00016192345,0.0000626622,0.00023003908,0.000031528933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02347135,0.00036870743,0.022910777,0.0015694496,0.005657383,0.00062902377,0.008097143,0.0013443816,0.0018309291,0.008014967,0.02018067,0.9059252],"study_design_scores_gemma":[0.0025959972,0.0006493005,0.014006459,0.0004655401,0.0011380457,0.0000040202754,0.0061270483,0.000023954448,0.0021905696,0.00001690805,0.9725603,0.00022186521],"about_ca_topic_score_codex":0.00029923517,"about_ca_topic_score_gemma":0.0010416636,"teacher_disagreement_score":0.95237964,"about_ca_system_score_codex":0.00022003832,"about_ca_system_score_gemma":0.0010394722,"threshold_uncertainty_score":0.9807074},"labels":[],"label_agreement":null},{"id":"W7026849102","doi":"","title":"Associative learning between target and distractor layout and location probability cueing in the same visual search task","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Eccentricity (behavior); Matching (statistics); Task (project management); Implicit learning; Associative learning; Invariant (physics); Visual search; Associative property; Variable (mathematics)","score_opus":0.06792773414355556,"score_gpt":0.3264787617602384,"score_spread":0.2585510276166828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026849102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821259,0.0000959811,0.0000043078917,0.00037963616,0.00012066924,0.00038999625,0.00003271923,0.00004300199,0.0168078],"genre_scores_gemma":[0.9470634,0.00003322817,0.000012733782,0.000043155407,0.000045778346,0.0000021989044,0.000052942385,0.000014741553,0.05273185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983174,0.0004308605,0.00015305099,0.00062254025,0.00022721424,0.00024890123],"domain_scores_gemma":[0.999461,0.00028220777,0.00009947561,0.00007764679,0.000035166606,0.000044521348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019146795,0.00022593644,0.00025481934,0.00010331869,0.00027138277,0.00011302505,0.00018461568,0.00018145691,0.00028502164],"category_scores_gemma":[0.0000893585,0.00018070573,0.00003884112,0.0006171678,0.00016856806,0.00021930209,0.00010526691,0.0008876382,0.000011230969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045830524,0.00034198962,0.6902436,0.0009928357,0.00010022713,0.0005049881,0.059983388,0.000029435165,0.019467859,0.00068493583,0.00019063074,0.2270018],"study_design_scores_gemma":[0.0011605003,0.0006701266,0.90543103,0.0005016332,0.00038540605,0.000009725901,0.06734527,0.00017247052,0.0046390393,0.0014963975,0.01722082,0.0009675625],"about_ca_topic_score_codex":0.00018063717,"about_ca_topic_score_gemma":0.00056793564,"teacher_disagreement_score":0.22603424,"about_ca_system_score_codex":0.00009293684,"about_ca_system_score_gemma":0.000034567995,"threshold_uncertainty_score":0.7368966},"labels":[],"label_agreement":null},{"id":"W7026908437","doi":"","title":"Assessing Functional and Structural Connectivity in Former Professional Athletes","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Athletes; Football; Corpus callosum; League; Diffusion MRI; Splenium; Fractional anisotropy","score_opus":0.057690398878854285,"score_gpt":0.3233877275524115,"score_spread":0.2656973286735572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026908437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6452826,0.000086078144,0.00001451432,0.00014417028,0.0004259982,0.00042686873,0.000014133118,0.000029236755,0.3535764],"genre_scores_gemma":[0.50354666,0.000008596098,0.00023108248,0.000024709847,0.00008867076,0.0000023029702,0.00024127707,0.000025927937,0.49583074],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984363,0.000106271524,0.00019066315,0.00048450864,0.0004403673,0.00034191977],"domain_scores_gemma":[0.9990622,0.00018044893,0.00019832418,0.0002614413,0.00014450935,0.00015310141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001744991,0.0002757893,0.00045380412,0.00031303047,0.00032255714,0.00012970656,0.0001651228,0.00037960967,0.03970103],"category_scores_gemma":[0.00011882625,0.0002645195,0.00009588595,0.00016878017,0.0001340752,0.0006444562,0.000074046395,0.00081258285,0.000018324377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015968287,0.00009962456,0.12692116,0.00119179,0.0002058298,0.00032658782,0.00090590183,0.0000021594738,0.0014053786,0.0008905804,0.0006611844,0.865793],"study_design_scores_gemma":[0.0029775805,0.00009720317,0.96975976,0.0013906491,0.000116535695,0.000040176485,0.0064956043,0.00030472138,0.00022608993,0.00031637406,0.017955555,0.0003197628],"about_ca_topic_score_codex":0.00012633376,"about_ca_topic_score_gemma":0.0011509021,"teacher_disagreement_score":0.8654732,"about_ca_system_score_codex":0.00024503766,"about_ca_system_score_gemma":0.00045452628,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W7026949590","doi":"","title":"Austerity in Quebec: Neither Romance nor Despair","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Romance; Government (linguistics)","score_opus":0.018882492376511528,"score_gpt":0.2339821785529189,"score_spread":0.21509968617640737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026949590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25280696,0.00003601981,0.0006386878,0.0073020114,0.0002978527,0.00018845504,0.000010250035,0.00008447926,0.7386353],"genre_scores_gemma":[0.38449067,0.000033485627,0.00011687887,0.00014957154,0.000084714426,5.05087e-7,1.087976e-7,0.0000048519214,0.6151192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987104,0.00016808718,0.00010054243,0.00030295138,0.00028741677,0.0004306189],"domain_scores_gemma":[0.9995308,0.00008117227,0.00008578196,0.00013148635,0.000038027218,0.00013274007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020777836,0.00010728186,0.00013749018,0.000044579294,0.0002362268,0.000056023982,0.00049345166,0.000107135056,0.0411118],"category_scores_gemma":[0.00004469292,0.00008998866,0.00006326083,0.00069614104,0.0003675761,0.00096245453,0.00009302081,0.000071463306,0.00016235851],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006316419,0.00006069643,0.22302166,0.00000539469,0.000008706945,0.00006741822,0.0065833065,0.0000039277093,0.00021790841,0.035959423,0.0029096184,0.7310988],"study_design_scores_gemma":[0.0004570356,0.000017918741,0.12416529,0.000042888747,0.000003852571,1.6244715e-7,0.006100026,0.0000041829667,0.000028930945,0.0003001023,0.86871815,0.00016144321],"about_ca_topic_score_codex":0.22215095,"about_ca_topic_score_gemma":0.7863984,"teacher_disagreement_score":0.86580855,"about_ca_system_score_codex":0.0004537539,"about_ca_system_score_gemma":0.00019264093,"threshold_uncertainty_score":0.9597648},"labels":[],"label_agreement":null},{"id":"W7026981539","doi":"","title":"BARRIERS AND FACILITATORS TO ACCESSING MENTAL HEALTH CARE BY ARABIC-SPEAKING NEWCOMER CHILDREN AND YOUTH IN HAMILTON, ONTARIO","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; Service provider; Stigma (botany); Health care; Mental health care; Service (business); Mental health service","score_opus":0.011626936426684246,"score_gpt":0.264944246559818,"score_spread":0.2533173101331338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026981539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8425447,0.0015337241,0.000006127773,0.000121876285,0.0002434273,0.0007135617,0.00070728915,0.00003362835,0.15409571],"genre_scores_gemma":[0.70358384,0.000106422965,0.00013858962,0.00047902195,0.000033904384,0.000016306438,0.0025379842,0.00006791433,0.29303604],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984585,0.0001040844,0.00021947768,0.0006937749,0.00014998707,0.00037414202],"domain_scores_gemma":[0.9993906,0.000014514525,0.00014244647,0.0001980707,0.000018169218,0.00023617249],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059391477,0.0002976823,0.00036519652,0.00020890472,0.00061855826,0.000060006194,0.00023530725,0.00011616186,0.022733064],"category_scores_gemma":[0.0000023031391,0.00035657999,0.000053988395,0.00036100077,0.000048970272,0.000078314624,0.00014525391,0.00041915546,0.000007301741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024107522,0.000029850718,0.15934302,0.000049186823,0.00017580332,0.000009252423,0.67825735,0.0000046281857,0.0000061490114,0.00035453888,0.0028600832,0.15866904],"study_design_scores_gemma":[0.001089748,0.0000937425,0.12659295,0.000053737378,0.00005201486,0.000001529184,0.5512057,3.2394982e-7,0.0000015537512,0.0000020968985,0.32056713,0.00033944976],"about_ca_topic_score_codex":0.10471899,"about_ca_topic_score_gemma":0.36769155,"teacher_disagreement_score":0.31770706,"about_ca_system_score_codex":0.00068595516,"about_ca_system_score_gemma":0.00010536891,"threshold_uncertainty_score":0.9998886},"labels":[],"label_agreement":null},{"id":"W7027101180","doi":"","title":"Big Data Clustering: Models and Applications","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Clustering Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Cluster analysis; Heuristic; Categorization; Big data; Identification (biology); Conceptual clustering; Similarity (geometry)","score_opus":0.07643698189621714,"score_gpt":0.2879257419409178,"score_spread":0.21148876004470066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027101180","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029918147,0.00017644596,0.8300162,0.00008585288,0.00045880437,0.00048663258,0.000068219975,0.0004763217,0.16820163],"genre_scores_gemma":[0.00050141505,0.00045644992,0.02539443,0.000031056574,0.0002495265,0.000011815583,0.000602139,0.000081870414,0.9726713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976146,0.00006762889,0.0001994628,0.0012410978,0.0004227227,0.00045444886],"domain_scores_gemma":[0.99769753,0.00010594233,0.00014329595,0.0017196505,0.00012533957,0.00020821135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013521072,0.00031610808,0.00029771475,0.0003791068,0.00028444937,0.0002713367,0.0035299168,0.00024152432,0.00035777656],"category_scores_gemma":[0.000012198771,0.00038031285,0.000049362738,0.0011913416,0.00005876787,0.00093571935,0.0029994189,0.00044582508,0.00011655717],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018859591,0.000019428991,0.0000039057695,0.00018670919,0.000050468752,0.00007577927,0.00034220953,0.001208978,0.000029456825,0.0018319053,0.00028403057,0.99594826],"study_design_scores_gemma":[0.0006576063,0.000055721077,0.00012571926,0.000173333,0.000050530012,0.000015905838,0.0019033833,0.47384393,0.00003934234,0.0030009293,0.5193919,0.0007417251],"about_ca_topic_score_codex":0.00013222435,"about_ca_topic_score_gemma":0.00115167,"teacher_disagreement_score":0.99520653,"about_ca_system_score_codex":0.00012492255,"about_ca_system_score_gemma":0.00016994735,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W7027140239","doi":"","title":"Building Capacity for Innovation in the Social Sector","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social innovation; Capacity building; Poverty; Social change; Public sector; Social economy; Social learning; Service (business); Social entrepreneurship","score_opus":0.07474164207955399,"score_gpt":0.2724930059816465,"score_spread":0.19775136390209253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027140239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01874114,0.00003873246,0.0013777984,0.0001849856,0.0010094498,0.0018413094,0.0017137687,0.00020231145,0.97489053],"genre_scores_gemma":[0.026448272,0.000020727586,0.0038049943,0.0003394951,0.002096906,0.0000676756,0.0012272969,0.00050201983,0.9654926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628276,0.00049149536,0.0005333349,0.0007747102,0.00127334,0.00064433855],"domain_scores_gemma":[0.99792147,0.00022004002,0.00087891205,0.00040274166,0.0005384341,0.000038404127],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018122325,0.0004992665,0.0005977792,0.0014250956,0.00072367815,0.00012116662,0.0012187785,0.00044362474,0.06391853],"category_scores_gemma":[0.000208438,0.0005178912,0.00030340426,0.006040441,0.0001443288,0.00032981805,0.00040586776,0.0012477044,0.00004855222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013694272,0.0008306207,0.005227838,0.001918561,0.001090525,0.0006883684,0.0107478965,0.00052308966,0.0034563346,0.13091743,0.39838308,0.44484684],"study_design_scores_gemma":[0.0011942609,0.000072279836,0.0010985701,0.00005404865,0.00019178778,0.000019467141,0.0024938632,0.000037547015,0.0000335617,0.0003512391,0.993909,0.0005443748],"about_ca_topic_score_codex":0.00094482576,"about_ca_topic_score_gemma":0.0016878907,"teacher_disagreement_score":0.5955259,"about_ca_system_score_codex":0.004191736,"about_ca_system_score_gemma":0.0010179596,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W7027143784","doi":"","title":"Broad-Band Antireflection Coatings for Improved Grating-External-Cavity Diode Laser Performance","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Liquation; Fusible alloy; Proteogenomics; Nucleofection; Diafiltration; Gestational period","score_opus":0.013989276579004565,"score_gpt":0.2240175504097548,"score_spread":0.21002827383075023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027143784","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8169508,0.00006450095,0.0010658578,0.000056375775,0.0010704416,0.00089239376,0.00016535142,0.00023965712,0.17949462],"genre_scores_gemma":[0.19298887,0.000048445203,0.0055725207,0.00012748489,0.00030001492,0.000013809678,0.00023684146,0.00009579367,0.8006162],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99764705,0.00007635271,0.0004405348,0.00087612163,0.00031779354,0.0006421636],"domain_scores_gemma":[0.99840266,0.000116032184,0.000644288,0.00030929616,0.0003487525,0.00017899096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023163024,0.000533437,0.00056718226,0.00015112854,0.0007076032,0.00033183265,0.0005058311,0.00043990897,0.017433174],"category_scores_gemma":[0.000085404376,0.0005502926,0.00024858493,0.00040311646,0.00008707769,0.000638164,0.00006838429,0.00041426925,0.00010457936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008155238,0.00018455593,0.0007618343,0.0009862788,0.00003728381,0.00001358747,0.0011420058,0.000059921906,0.80067897,0.00022134055,0.0015190167,0.19357967],"study_design_scores_gemma":[0.0038838834,0.0016153716,0.0014892719,0.0012285588,0.0005740341,0.000014464617,0.0020141036,0.008502236,0.8316285,0.0002495242,0.14659359,0.0022064634],"about_ca_topic_score_codex":0.0002336019,"about_ca_topic_score_gemma":0.000810614,"teacher_disagreement_score":0.6239619,"about_ca_system_score_codex":0.0001871385,"about_ca_system_score_gemma":0.00007334363,"threshold_uncertainty_score":0.9996949},"labels":[],"label_agreement":null},{"id":"W7027277691","doi":"","title":"Building, Bridging, Being: The Transition to Clinical Practice for New Registrant Midwives in Ontario","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical Practice; Grounded theory; Health care; Identity (music); Professional development; Work (physics); Transition (genetics)","score_opus":0.03089978356021244,"score_gpt":0.31925919396260266,"score_spread":0.2883594104023902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027277691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10711952,0.00007977691,0.030968172,0.003554496,0.0029498397,0.0024026092,0.000017791008,0.00010484412,0.85280293],"genre_scores_gemma":[0.010264556,0.000088688925,0.008709063,0.0004855287,0.0011296077,0.0000054711045,0.00017874948,0.00002801932,0.9791103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998065,0.0003386693,0.0003919211,0.0005077242,0.00036805889,0.00032865],"domain_scores_gemma":[0.9987523,0.00023182815,0.00031445036,0.00021008152,0.00032529244,0.00016606941],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078419904,0.00022664692,0.00028247377,0.00015584176,0.00053826574,0.00018363062,0.00048413573,0.00040681264,0.008012062],"category_scores_gemma":[0.00036973663,0.00021530126,0.0002197823,0.00041044486,0.000102040205,0.000617377,0.000013135038,0.00041797134,0.000027428885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026317157,0.0003203859,0.0009650725,0.00007645136,0.00019368045,0.000027475064,0.37662283,0.00004718746,0.00008466483,0.09541567,0.05626823,0.46734664],"study_design_scores_gemma":[0.0005070806,0.00023779376,0.00204799,0.00019044796,0.00015047734,6.4373506e-7,0.02834216,0.00003296463,0.000055440152,0.0008929974,0.96729034,0.00025166626],"about_ca_topic_score_codex":0.18071826,"about_ca_topic_score_gemma":0.97765553,"teacher_disagreement_score":0.9110221,"about_ca_system_score_codex":0.000540239,"about_ca_system_score_gemma":0.0013496426,"threshold_uncertainty_score":0.99289477},"labels":[],"label_agreement":null},{"id":"W7027340690","doi":"","title":"THE CHRISTIAN LABOUR ASSOCIATION OF CANADA","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Immigration; Interview; Association (psychology); Foundation (evidence); Trade union","score_opus":0.031186830409772676,"score_gpt":0.2460830918752562,"score_spread":0.21489626146548352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027340690","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32763228,0.00012673404,4.2365153e-7,0.0008876544,0.0018038431,0.00021958372,0.00011107366,0.000036056586,0.66918236],"genre_scores_gemma":[0.17415759,0.00012952913,0.000002299033,0.000104394094,0.000034739656,5.445025e-7,0.000006404007,0.000011421086,0.82555306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998794,0.00011905829,0.00016241605,0.00030857994,0.0003313491,0.00028457207],"domain_scores_gemma":[0.9991861,0.00015492037,0.0003654742,0.00015979377,0.00008464414,0.00004908027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004483927,0.00018265462,0.00021259418,0.00004069403,0.00041823118,0.000022496304,0.0004179128,0.00014516442,0.009322429],"category_scores_gemma":[0.000072321054,0.0001477108,0.00007839529,0.00036044704,0.000046648172,0.0000660082,0.000042343967,0.00028991795,0.000018490522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090638036,0.00038783276,0.017542094,0.00036870092,0.0002741704,0.00094382523,0.002211658,0.00002027149,0.081513494,0.0036306626,0.31982535,0.57237554],"study_design_scores_gemma":[0.00038402592,0.00005613416,0.008268797,0.000038221275,0.00008173051,0.0000016782456,0.0026576226,0.0000033525369,0.024653701,0.000046936337,0.9635624,0.00024537148],"about_ca_topic_score_codex":0.033093933,"about_ca_topic_score_gemma":0.6083556,"teacher_disagreement_score":0.6437371,"about_ca_system_score_codex":0.00024390112,"about_ca_system_score_gemma":0.000095773816,"threshold_uncertainty_score":0.99158317},"labels":[],"label_agreement":null},{"id":"W7027357518","doi":"","title":"Characterization of Engineered Complex Cathode Materials for Li-ion Batteries","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Dalhousie University; McMaster University","keywords":"Cathode; Coating; Characterization (materials science); Microstructure; Electrolyte; Grain boundary","score_opus":0.020668444089419077,"score_gpt":0.22377114081712307,"score_spread":0.20310269672770398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027357518","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619448,0.00001719972,0.006879728,0.000022284781,0.00718607,0.0015080479,0.004461221,0.000886036,0.01709459],"genre_scores_gemma":[0.21791102,0.00035140017,0.0032534914,0.000083821666,0.0008658525,0.00009601314,0.057166103,0.0009354697,0.7193368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986321,0.00004390156,0.00045339388,0.00032805064,0.00021699104,0.00032561432],"domain_scores_gemma":[0.99922764,0.000058091373,0.00024081176,0.0002739086,0.00015040534,0.000049119004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101308266,0.0004061334,0.0006614121,0.000353247,0.00006761825,0.000052231968,0.00033456951,0.0002889155,0.021142283],"category_scores_gemma":[0.000018872453,0.00051314733,0.00007037666,0.00031604036,0.000027835935,0.00026661082,0.000048024765,0.00008208874,0.00004700918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020410151,0.000016982367,0.0000063642833,0.0018367048,0.00018671868,0.0000068149293,0.00076890935,0.00073072617,0.9835829,0.00018452031,0.00060577353,0.011869479],"study_design_scores_gemma":[0.0011404355,0.00011137946,0.0032475004,0.0007129237,0.00043859862,0.0000013831678,0.0013936084,0.00042702284,0.8348623,0.0000749661,0.15657,0.0010198774],"about_ca_topic_score_codex":0.000012333019,"about_ca_topic_score_gemma":0.000056355562,"teacher_disagreement_score":0.7440338,"about_ca_system_score_codex":0.0001955372,"about_ca_system_score_gemma":0.000026691643,"threshold_uncertainty_score":0.999732},"labels":[],"label_agreement":null},{"id":"W7027376220","doi":"","title":"Challenges and Barriers to Success among Apprentices","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Face (sociological concept); Plan (archaeology); Field (mathematics); Work (physics); Vocational education","score_opus":0.03200903908769266,"score_gpt":0.2442195277434824,"score_spread":0.21221048865578973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027376220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070088934,0.0106580295,0.000019796733,0.00021144577,0.0013522694,0.00076209195,0.000344322,0.0006574011,0.9789857],"genre_scores_gemma":[0.053982727,0.0033617648,0.00012141747,0.00003077639,0.00034533793,0.000005368778,0.000056260917,0.00039344258,0.9417029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545425,0.00021719895,0.00037958726,0.0018519227,0.001250165,0.0008468832],"domain_scores_gemma":[0.9971078,0.000091697315,0.00032211223,0.0007893146,0.0003630543,0.0013260122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005016612,0.0009292834,0.0009816319,0.0015031272,0.00019125419,0.00035843463,0.001049596,0.00072599715,0.055338126],"category_scores_gemma":[0.00013594174,0.001034334,0.0002953443,0.0013171127,0.00036247206,0.00065286114,0.0015963293,0.0009148593,0.0017103582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030911126,0.00009205841,0.0071509257,0.0063099023,0.0027758367,0.005816603,0.0062135016,0.00011866679,0.00012598155,0.003165083,0.06385637,0.90406597],"study_design_scores_gemma":[0.00039301752,0.00009485507,0.0025118326,0.0013878247,0.0010699182,0.00004802955,0.005680971,0.000022786488,0.00005879909,0.00006400997,0.98755354,0.0011144269],"about_ca_topic_score_codex":0.00047463653,"about_ca_topic_score_gemma":0.0062562106,"teacher_disagreement_score":0.9236972,"about_ca_system_score_codex":0.0009232613,"about_ca_system_score_gemma":0.0008053493,"threshold_uncertainty_score":0.9992107},"labels":[],"label_agreement":null},{"id":"W7027399166","doi":"","title":"Community-based mapping of potential vernal pools using LiDAR in South-Central Ontario","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Watershed; Lidar; Habitat; Watershed area; Aerial imagery; Aerial photos","score_opus":0.024007362690124014,"score_gpt":0.2117533459081478,"score_spread":0.18774598321802377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027399166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94113153,0.0000026086811,0.00036312646,0.000018829793,0.00040558926,0.00019863338,0.000021228025,0.000031548283,0.05782691],"genre_scores_gemma":[0.73149467,0.000001669919,0.00075610436,0.000068425674,0.000030074043,9.920525e-7,0.00034179454,0.00003736859,0.2672689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986615,0.00018420655,0.00029015695,0.00026171212,0.00029992862,0.00030249302],"domain_scores_gemma":[0.99932504,0.00003055815,0.00030855695,0.00023984892,0.000023582812,0.00007241304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011513803,0.00022678856,0.00026286746,0.00021988651,0.00021092805,0.000040824103,0.00039819753,0.00020909723,0.04311627],"category_scores_gemma":[0.000008204224,0.00028601455,0.00015388495,0.0006239741,0.00006204307,0.00028333245,0.00011634485,0.00067820447,0.00008710107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014073884,0.0006408074,0.8329677,0.0004040842,0.00024073092,0.00035339763,0.032569196,0.06757717,0.015190729,0.000055804154,0.00075098407,0.047842007],"study_design_scores_gemma":[0.001899449,0.00011986854,0.9040109,0.0008900072,0.00018049593,0.0000038258663,0.029763421,0.00610548,0.00067062257,0.000049650836,0.055594787,0.0007115263],"about_ca_topic_score_codex":0.13284402,"about_ca_topic_score_gemma":0.26778054,"teacher_disagreement_score":0.20963685,"about_ca_system_score_codex":0.0010992842,"about_ca_system_score_gemma":0.00016694865,"threshold_uncertainty_score":0.99995923},"labels":[],"label_agreement":null},{"id":"W7027429139","doi":"","title":"COMPLEMENTARY MASS SPECTROMETRIC ASSAYS AND AUTOMATED DATA PRE-PROCESSING TOOLS IN METABOLOMICS FOR STUDYING VITAMIN D INTERVENTIONS IN CRITICALLY ILL CHILDREN","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University; Genome Canada","keywords":"Vitamin D and neurology; Critically ill; Vitamin; vitamin D deficiency; Metabolomics; Psychological intervention; Critical illness; Sepsis","score_opus":0.03548983224783659,"score_gpt":0.2961756870204098,"score_spread":0.2606858547725732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027429139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441506,0.018875662,0.0048544058,0.00028443712,0.0006966864,0.0026218353,0.0030157322,0.00013877083,0.025361823],"genre_scores_gemma":[0.84442765,0.005171237,0.039344106,0.00026205863,0.00035147648,0.00004825798,0.031143244,0.00025741244,0.07899459],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794817,0.00009495796,0.00044283635,0.00096191606,0.00014169153,0.0004104339],"domain_scores_gemma":[0.9992226,0.000047550675,0.00015062503,0.00036756144,0.00014359083,0.00006806697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003429307,0.00036231824,0.0005407106,0.0007457275,0.00010712753,0.00014941258,0.0005775499,0.00023617689,0.00043380354],"category_scores_gemma":[0.0001568353,0.00041129964,0.0001378536,0.0008260333,0.000050448783,0.000041935135,0.0005176461,0.00029434674,0.0000016875586],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002844613,0.0017685106,0.07308144,0.0081317155,0.005138286,0.00027962564,0.001851322,0.00015890991,0.13753912,0.0050179195,0.0053279726,0.7588605],"study_design_scores_gemma":[0.024514228,0.0029911082,0.65824133,0.004585062,0.006592486,0.00006285417,0.05274369,0.02077669,0.013162746,0.002261198,0.20719288,0.0068757357],"about_ca_topic_score_codex":0.00012010971,"about_ca_topic_score_gemma":0.0040721814,"teacher_disagreement_score":0.75198483,"about_ca_system_score_codex":0.00009296641,"about_ca_system_score_gemma":0.00008843205,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W7027487607","doi":"","title":"Design and Analysis of Dynamic Real-time Optimization Systems","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Process (computing); Model predictive control; Optimization problem; Optimal control; Control theory (sociology); Control (management); System dynamics; Key (lock); Process control","score_opus":0.005798299403487776,"score_gpt":0.1906558254193175,"score_spread":0.18485752601582972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027487607","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074747315,0.0005139912,0.71861905,0.0000016736036,0.0003649353,0.0007294408,0.00006441099,0.00026850108,0.27869055],"genre_scores_gemma":[0.05747107,0.0018021626,0.023398455,0.0000013524109,0.00004313414,0.000009622793,0.0023819932,0.00020717012,0.914685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989094,0.000089391884,0.00029764275,0.00032715133,0.00017896127,0.00019744622],"domain_scores_gemma":[0.99893796,0.000061356084,0.00038981275,0.00038682148,0.0001508043,0.00007324968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000087502565,0.0003091355,0.00071653584,0.0006347668,0.000104947816,0.000073116214,0.0002724538,0.00033939097,0.0022274405],"category_scores_gemma":[0.000010748204,0.0003816175,0.00011287484,0.0005367462,0.000027977314,0.00034016187,0.00001747657,0.00012263571,0.000005813348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999069,0.0000066089406,0.000025276579,0.0002704829,0.0012645416,0.000010833241,0.000193076,0.97652596,0.0009749254,0.000046931695,0.000016866421,0.02059453],"study_design_scores_gemma":[0.0004249397,0.00002491106,0.00020327419,0.00017937948,0.0020669557,8.5323046e-7,0.00034566663,0.9956157,0.000034284083,0.00000245757,0.0007842806,0.0003172916],"about_ca_topic_score_codex":0.00008823934,"about_ca_topic_score_gemma":0.00008492053,"teacher_disagreement_score":0.6952206,"about_ca_system_score_codex":0.00020951094,"about_ca_system_score_gemma":0.000030739327,"threshold_uncertainty_score":0.99986356},"labels":[],"label_agreement":null},{"id":"W7027490797","doi":"","title":"Canada’s Sensitive Technology Research and Affiliations of Concern (STRAC) Policy: Understanding Institutional Impact Using Bibliometric Tools","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information technology; Bibliometrics; Government (linguistics); Context (archaeology); Process (computing); Key (lock)","score_opus":0.1533392509927839,"score_gpt":0.3388774630679236,"score_spread":0.1855382120751397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027490797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011081735,0.00075236324,0.0005998027,0.00023179188,0.00014747078,0.00054930855,0.0058283717,0.00020400004,0.9905787],"genre_scores_gemma":[0.18396996,0.000086153515,0.00040675513,0.000009968157,0.00014785308,4.893291e-7,0.00006709772,0.00040730095,0.8149044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725056,0.00018024952,0.00025590725,0.0007219555,0.0008676153,0.00072368624],"domain_scores_gemma":[0.99856055,0.00019402866,0.00028056998,0.00036907403,0.00035900337,0.00023676064],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00026246265,0.00042884704,0.0005769923,0.093653895,0.00023932947,0.00013389334,0.00039969856,0.0005892266,0.015624893],"category_scores_gemma":[0.00018411882,0.0004772966,0.0000900756,0.11229344,0.0014190022,0.0002591564,0.00059157016,0.00084774545,0.00011668399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003655051,0.00022750246,0.0040534926,0.0012429783,0.0039701643,0.0034311225,0.00039701303,0.0006874576,0.0034581458,0.4671257,0.49484113,0.020199772],"study_design_scores_gemma":[0.0011937651,0.00018486376,0.00032505623,0.0014392242,0.00028126047,0.0001574468,0.007263539,0.00039676588,0.00025256167,0.0010280992,0.98672485,0.0007525879],"about_ca_topic_score_codex":0.56181127,"about_ca_topic_score_gemma":0.6036421,"teacher_disagreement_score":0.4918837,"about_ca_system_score_codex":0.009471717,"about_ca_system_score_gemma":0.00955626,"threshold_uncertainty_score":0.9997679},"labels":[],"label_agreement":null},{"id":"W7027580955","doi":"","title":"Development of Multi-model Ensembles for Climate Projection","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Climate change; Climate model; General Circulation Model; Downscaling; Precipitation; Projection (relational algebra); Scale (ratio); GCM transcription factors; Transient climate simulation","score_opus":0.027266817495635778,"score_gpt":0.23556165289742262,"score_spread":0.20829483540178684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027580955","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2761482,0.000031193507,0.009157049,0.00006906908,0.0009387248,0.0022754949,0.00006017765,0.0003443517,0.71097577],"genre_scores_gemma":[0.013181549,0.000068524125,0.01772189,0.000022291457,0.000012635662,0.000016484111,0.00026521683,0.000039765775,0.9686716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999022,0.000019863684,0.00018646714,0.00036543218,0.00013291212,0.00027332202],"domain_scores_gemma":[0.99965656,0.000018487057,0.00017340893,0.00010972865,0.000010709405,0.00003111193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011448165,0.0001983783,0.00022383718,0.000103304075,0.00027743695,0.000007383179,0.00020893707,0.00016572302,0.0027745191],"category_scores_gemma":[0.000005944564,0.00020885024,0.00008615865,0.00021413599,0.000052212,0.00010870626,0.00017169358,0.00008615959,0.00014979528],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022129149,0.0005955947,0.012442179,0.0027959675,0.0010922834,0.00004291096,0.039747216,0.015271966,0.009837574,0.0005410546,0.0072379606,0.9081824],"study_design_scores_gemma":[0.0045366692,0.0002618123,0.021555372,0.00043654634,0.00092910306,9.078374e-7,0.034707252,0.04039773,0.01307575,0.0003249161,0.8819099,0.0018640381],"about_ca_topic_score_codex":0.00004625329,"about_ca_topic_score_gemma":0.004011568,"teacher_disagreement_score":0.90631837,"about_ca_system_score_codex":0.00013024872,"about_ca_system_score_gemma":0.000017732527,"threshold_uncertainty_score":0.99813706},"labels":[],"label_agreement":null},{"id":"W7027619480","doi":"","title":"Cultural Diversity and Economic Convergence: The Dialectics of Canadian Cultural Policy","year":2002,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dialectic; Globalization; Cultural policy; Capitalism; Ideal (ethics); Romance; Cultural diversity; Cultural homogenization","score_opus":0.05346395988740457,"score_gpt":0.22832855982546116,"score_spread":0.1748645999380566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027619480","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25447106,0.000110572,0.0000023674256,0.0101059815,0.00023902525,0.00018989375,0.00002549782,0.000024108482,0.7348315],"genre_scores_gemma":[0.591117,0.0004903601,0.000020520214,0.00009371496,0.000084788444,1.1563065e-7,0.0000011079698,0.0000021691758,0.4081902],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926853,0.00007726868,0.00008916887,0.00015305438,0.00012007518,0.0002919279],"domain_scores_gemma":[0.9995419,0.000030867996,0.00006511489,0.00007693025,0.00006705067,0.00021816016],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000071044335,0.000101148544,0.00011513194,0.00010071301,0.0018065232,0.00005452202,0.00031436785,0.000093468305,0.041857325],"category_scores_gemma":[0.000023278715,0.00007875614,0.000051107938,0.00054508785,0.0004983461,0.00031288224,0.0002706182,0.000115271854,0.000030885236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041706026,0.00004085569,0.34909672,0.000022327135,0.00025097968,0.00005589545,0.21340638,0.000049609185,0.000045796536,0.11351692,0.2095206,0.113952205],"study_design_scores_gemma":[0.00020105069,0.000015608211,0.011696438,0.0000062846666,0.000021271333,0.0000017983408,0.032865036,0.000031744865,0.00002159623,0.0000442826,0.95496863,0.00012624703],"about_ca_topic_score_codex":0.6503621,"about_ca_topic_score_gemma":0.6352588,"teacher_disagreement_score":0.74544805,"about_ca_system_score_codex":0.00046524644,"about_ca_system_score_gemma":0.0001209148,"threshold_uncertainty_score":0.999493},"labels":[],"label_agreement":null},{"id":"W7027637115","doi":"","title":"DESIGN AND EVALUATION OF A COMMUNITY ADVISORY BOARD AS PART OF A COMMUNITY-BASED PARTICIPATORY RESEARCH PROJECT TO DEVELOP HEALTHY ACTIVE LIVING INTERVENTIONS FOR NEWCOMER FAMILIES IN HAMILTON, ONTARIODESIGN AND EVALUATION OF A COMMUNITY ADVISORY BOARD AS PART OF A COMMUNITY-BASED PARTICIPATORY RESEARCH PROJECT TO DEVELOP HEALTHY ACTIVE LIVING INTERVENTIONS FOR NEWCOMER FAMILIES IN HAMILTON, ONTARIO","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Consumer behavior in food and health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Community-based participatory research; Psychological intervention; Context (archaeology); Public health; Qualitative research; Intervention (counseling); Health equity; Community engagement; Focus group","score_opus":0.6088905165070472,"score_gpt":0.5121407857131076,"score_spread":0.09674973079393956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027637115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98299795,0.00030291875,0.000599002,0.00020747758,0.0001797326,0.013605864,0.00028797518,0.000040532224,0.0017785698],"genre_scores_gemma":[0.9931352,0.000142426,0.002029374,0.00016000353,0.000012974543,0.0022153722,0.00048131074,0.000070040434,0.0017533045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91799873,0.07624274,0.0021012798,0.0004919181,0.001981949,0.0011833978],"domain_scores_gemma":[0.97153413,0.01609495,0.0012403466,0.00116856,0.009614675,0.00034730727],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.056608062,0.0006034819,0.0017092141,0.0042090993,0.0034959102,0.000090660105,0.0013896248,0.00064339646,0.00025127828],"category_scores_gemma":[0.006624523,0.0007508952,0.00033587505,0.00502759,0.001151839,0.00055667793,0.0006386514,0.004034278,0.0000011931193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.009261236,0.0052288594,0.017040014,0.0108287,0.0003933086,8.675468e-7,0.8504256,0.00056629116,0.00027195795,0.00018601475,0.0005647851,0.105232395],"study_design_scores_gemma":[0.004350381,0.0058796457,0.15093046,0.016668636,0.0008562885,2.6739713e-7,0.81527656,0.00027884773,0.00088908855,0.0003915877,0.0038572573,0.00062094483],"about_ca_topic_score_codex":0.74217683,"about_ca_topic_score_gemma":0.9787855,"teacher_disagreement_score":0.23660873,"about_ca_system_score_codex":0.004848857,"about_ca_system_score_gemma":0.030989435,"threshold_uncertainty_score":0.9994942},"labels":[],"label_agreement":null},{"id":"W7027649935","doi":"","title":"CYB5D2 IN BREAST CANCER","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PTEN; Ectopic expression; Tensin; Cancer; HEK 293 cells; In vivo; Cell culture; Tumor suppressor gene","score_opus":0.009362682147108156,"score_gpt":0.2165128861159631,"score_spread":0.20715020396885492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027649935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17660941,0.001698283,0.0000010633859,0.004101914,0.0011497999,0.0006252243,0.00020731719,0.00008954765,0.8155174],"genre_scores_gemma":[0.050675105,0.00075217313,0.0000925128,0.00024332564,0.0002349876,1.9501785e-7,0.0003567591,0.00003613711,0.9476088],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988098,0.000046137226,0.00017243676,0.0005203516,0.00017635453,0.00027492945],"domain_scores_gemma":[0.9993892,0.000014639622,0.00010692073,0.00022554328,0.00015919271,0.00010453572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040558567,0.0002703352,0.00046664246,0.00022084637,0.00005055442,0.00002680266,0.0001530396,0.00037302944,0.22777721],"category_scores_gemma":[0.0000100998495,0.0002272784,0.00016060007,0.0006927879,0.000025854446,0.000093930794,0.000044999786,0.000489244,0.00004762683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016195029,0.00024315169,0.0049109473,0.0011113528,0.00027629806,0.0017313092,0.00049708865,0.0000034006405,0.04419181,0.00009749867,0.008649485,0.93666816],"study_design_scores_gemma":[0.0017879009,0.000044697335,0.044172533,0.002438411,0.00052332564,0.00007326574,0.004195993,0.000010737702,0.017315995,0.000007205587,0.92881495,0.00061497185],"about_ca_topic_score_codex":0.0010686425,"about_ca_topic_score_gemma":0.0053617223,"teacher_disagreement_score":0.93605316,"about_ca_system_score_codex":0.00027892814,"about_ca_system_score_gemma":0.0002856438,"threshold_uncertainty_score":0.92681444},"labels":[],"label_agreement":null},{"id":"W7027720466","doi":"","title":"Crystal Growth and Neutron Scattering Study on High Tc Superconductors La_{1.6-x}Nd_{0.4}Sr_{x}CuO_{4}","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Superconductivity; Phase diagram; Neutron scattering; Crystal growth; Cuprate; Single crystal; Crystal (programming language); Phase (matter)","score_opus":0.014553894534658723,"score_gpt":0.21516987328225093,"score_spread":0.2006159787475922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027720466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68038386,0.000022122906,0.000008046498,0.00005118023,0.00055431144,0.0004340819,0.00010385786,0.00004940607,0.3183931],"genre_scores_gemma":[0.8159968,0.000008974617,0.00002184229,0.000016328422,0.00037282892,0.000005308565,0.00029954663,0.00006953159,0.18320884],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99790406,0.00011505203,0.00022231496,0.00094189437,0.00031016223,0.0005065264],"domain_scores_gemma":[0.99886465,0.000055248704,0.00021167664,0.0005714915,0.00008010773,0.00021683636],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006747516,0.00066405843,0.00065454753,0.00022668249,0.0006541184,0.00030361713,0.00065502856,0.00020371845,0.011387383],"category_scores_gemma":[0.0000033491547,0.0007539135,0.00020364589,0.00014688559,0.0001299413,0.0019427333,0.00017824124,0.00072246435,0.00006109017],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017785754,0.0065197004,0.06120444,0.0013705875,0.0040640337,0.00069218664,0.02407524,0.000060237093,0.18521892,0.14745335,0.0019032473,0.56565946],"study_design_scores_gemma":[0.0285166,0.0070648473,0.3357814,0.0028214396,0.005349786,0.000015341839,0.32392466,0.000033933717,0.04787059,0.01970323,0.21568991,0.013228286],"about_ca_topic_score_codex":0.0035263503,"about_ca_topic_score_gemma":0.0004848401,"teacher_disagreement_score":0.5524312,"about_ca_system_score_codex":0.000058006874,"about_ca_system_score_gemma":0.00009314025,"threshold_uncertainty_score":0.9994912},"labels":[],"label_agreement":null},{"id":"W7027731513","doi":"","title":"Defining the Mental Health and Addictions 'Basket of Core Services' to be Publicly Funded in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Core (optical fiber); Addiction medicine; Common core; Public health","score_opus":0.047334475226762304,"score_gpt":0.2876739865910917,"score_spread":0.2403395113643294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027731513","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035899968,0.00024410654,0.000014671297,0.030974511,0.00019994189,0.0003793294,0.00010405108,0.00005414753,0.96767026],"genre_scores_gemma":[0.003271857,0.00024417858,0.00012912776,0.0016050639,0.000042737574,0.0000013580025,0.000022334183,0.000038239486,0.9946451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989011,0.00016062015,0.0001635596,0.00025009367,0.00024182686,0.00028276388],"domain_scores_gemma":[0.99938095,0.000046099576,0.00018783221,0.00015413988,0.000048237325,0.00018273188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024613048,0.00013113319,0.00021491793,0.00026373062,0.0002402372,0.000028703433,0.00029539157,0.00017347327,0.08888844],"category_scores_gemma":[0.000006753003,0.00011213943,0.000032667664,0.00043718566,0.00013204773,0.00009009395,0.0001167268,0.00020332981,0.00002771619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006847476,0.00007905217,0.036661007,0.00015797948,0.00008846341,0.000007964414,0.070406884,1.6596145e-7,7.93575e-7,0.44407162,0.16032381,0.2881338],"study_design_scores_gemma":[0.00030521982,0.0000388028,0.00059786154,0.00025118442,0.0000035199034,3.6940634e-7,0.05344954,5.094266e-7,1.4231973e-7,0.000037213482,0.94521433,0.00010131287],"about_ca_topic_score_codex":0.31226477,"about_ca_topic_score_gemma":0.99276364,"teacher_disagreement_score":0.78489053,"about_ca_system_score_codex":0.00047116933,"about_ca_system_score_gemma":0.00065979065,"threshold_uncertainty_score":0.91194445},"labels":[],"label_agreement":null},{"id":"W7027771028","doi":"","title":"DISTRIBUTION OF LITHIUM IN THE GRANITIC ROCKS","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Batholith; Pegmatite; Hornblende; Mineral; Lithium (medication); Quartz; Feldspar; Igneous rock","score_opus":0.012258167900857616,"score_gpt":0.20043372108981916,"score_spread":0.18817555318896154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027771028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040916508,0.0005858897,0.0002785393,0.00005892579,0.00023552768,0.00044439634,0.0013134754,0.00020631644,0.996836],"genre_scores_gemma":[0.006114165,0.000024932739,0.000022398137,0.00002572796,0.00011815236,0.0000012348919,0.00022611555,0.00046161094,0.99300563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983016,0.00029375643,0.00020169427,0.00046367396,0.00038557427,0.00035366006],"domain_scores_gemma":[0.99916065,0.0000441954,0.00020124257,0.0005021149,0.00003644405,0.000055355733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017315966,0.00036456215,0.00039111567,0.0005384196,0.000028713479,0.00004615712,0.0007841667,0.0003558025,0.097916484],"category_scores_gemma":[0.000015178282,0.0003158093,0.00019380446,0.002001378,0.00019474675,0.00008254888,0.00019228076,0.0005355036,0.0045566354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009227011,0.00017113735,0.0005114845,0.0007023839,0.00020922878,0.00064979476,0.0007472647,0.00001436057,0.00004936546,0.013111127,0.9710133,0.012728294],"study_design_scores_gemma":[0.0005333215,0.000046918958,0.00015305774,0.00074302,0.0002667491,0.000010230196,0.0013460134,0.00001569947,0.000018004921,0.00021793727,0.9963492,0.00029980834],"about_ca_topic_score_codex":0.000877403,"about_ca_topic_score_gemma":0.0021803202,"teacher_disagreement_score":0.09335985,"about_ca_system_score_codex":0.0002529632,"about_ca_system_score_gemma":0.000064994296,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W7027779215","doi":"","title":"Designing Integrated Approaches to Support People with Multimorbidity in Ontario","year":2013,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Multimorbidity; Stakeholder; Stakeholder engagement; Integrated care","score_opus":0.07608023889796921,"score_gpt":0.1820604230307375,"score_spread":0.10598018413276829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027779215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002452143,0.000009354648,0.0006201697,0.000027552018,0.000105597166,0.00035183693,0.000045860976,0.0001499636,0.99844444],"genre_scores_gemma":[0.002337035,8.3254673e-7,0.0016015568,0.00011048735,0.00010095149,0.0000026862094,0.00007662635,0.0002168423,0.99555296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986092,0.00013233138,0.00016668184,0.0005138572,0.00017907465,0.00039886733],"domain_scores_gemma":[0.99931425,0.000027489083,0.00011489365,0.00031047696,0.00003384352,0.00019904901],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000061481216,0.0003733528,0.00047417643,0.0005252133,0.00009895005,0.00010184624,0.00040326122,0.00011712193,0.6916258],"category_scores_gemma":[0.0000049809796,0.00033990882,0.00009821546,0.0001728102,0.00019400827,0.00015769445,0.00012559842,0.00043544077,0.0019911665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031682933,0.0006872002,0.009967804,0.00033866992,0.0009891369,0.001502698,0.059599355,0.00020080469,0.0000065454406,0.12241758,0.78117985,0.022793535],"study_design_scores_gemma":[0.00040294998,0.00012806855,0.00013576298,0.00014341228,0.0001325125,0.0000016266882,0.0037136965,0.000022954859,0.0000028085078,0.0000063528378,0.9948596,0.00045030445],"about_ca_topic_score_codex":0.22078536,"about_ca_topic_score_gemma":0.9402119,"teacher_disagreement_score":0.7194265,"about_ca_system_score_codex":0.0005795376,"about_ca_system_score_gemma":0.00015357228,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W7027810866","doi":"","title":"A disappearing act: in search of the elusive young-of-the-year muskie","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Government (linguistics); Subject (documents); Perspective (graphical); Feature (linguistics)","score_opus":0.032784219980541394,"score_gpt":0.21317796461933644,"score_spread":0.18039374463879504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027810866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23119344,0.000012884226,0.000012098675,0.00016210279,0.00026012896,0.0001733301,0.000015892789,0.000008611177,0.76816154],"genre_scores_gemma":[0.73225224,0.0000038183193,0.0000100090565,0.000015032233,0.000054865002,2.1590236e-7,3.0332401e-7,0.000008042083,0.26765546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992487,0.00006989787,0.00012600444,0.00016216536,0.00019705246,0.00019621402],"domain_scores_gemma":[0.9991872,0.000036560803,0.00014726941,0.0005294541,0.0000676193,0.000031909665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009483713,0.000106534266,0.00016396394,0.0000550787,0.000461302,0.00008821031,0.00087715493,0.00004472399,0.017812377],"category_scores_gemma":[0.000021147973,0.0000759244,0.000140337,0.00006382807,0.00056256383,0.00024189844,0.0005188737,0.00017392838,0.000018489065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040470707,0.00034491607,0.23807402,0.0003036252,0.00017395311,0.000055334076,0.12609012,0.00012722715,0.0011440191,0.53683,0.0017505804,0.09470149],"study_design_scores_gemma":[0.0033323192,0.00014750456,0.17216133,0.000636131,0.00013344019,0.000004036919,0.06617343,0.00033264782,0.003137424,0.001780771,0.751629,0.0005319985],"about_ca_topic_score_codex":0.002065531,"about_ca_topic_score_gemma":0.013588835,"teacher_disagreement_score":0.7498784,"about_ca_system_score_codex":0.000051102066,"about_ca_system_score_gemma":0.00006129901,"threshold_uncertainty_score":0.98308545},"labels":[],"label_agreement":null},{"id":"W7027820332","doi":"","title":"Development of Hybrid Inexact Optimization Models for Water Quality Management under Uncertainty","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quadratic programming; Interval (graph theory); Credibility; Nonlinear programming; Sequential quadratic programming; Nonlinear system; Quality (philosophy); Optimization problem; Water quality; Sensitivity (control systems)","score_opus":0.019562430179181117,"score_gpt":0.20562471407600896,"score_spread":0.18606228389682786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027820332","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009671738,0.00006244735,0.6950495,0.000008730789,0.00035210338,0.0007392274,0.000027376183,0.00017639638,0.29391244],"genre_scores_gemma":[0.06051771,0.00022010056,0.10003479,0.0000330939,0.000081840626,0.000028574621,0.015983451,0.00021573172,0.8228847],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863607,0.000036432346,0.00041072269,0.00036539155,0.00024825658,0.00030312032],"domain_scores_gemma":[0.9994446,0.000012837378,0.00011720083,0.0002340308,0.00013315555,0.00005818951],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109322726,0.00033697954,0.00036936183,0.0002631091,0.00010500102,0.000059867696,0.0002817435,0.00012568125,0.005538384],"category_scores_gemma":[0.0000010970052,0.00034758387,0.0001447205,0.00021338923,0.00001358884,0.0002489766,0.000082569124,0.0001092614,0.0000055644223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011657169,0.000037808764,0.000003176674,0.0016107112,0.00044568392,0.0000075569965,0.0009809843,0.9708349,0.00007641434,0.0005896427,0.00014969517,0.025146822],"study_design_scores_gemma":[0.0018496912,0.000024877143,0.000027120503,0.0003809714,0.0004308448,4.4868509e-7,0.008346124,0.8688837,0.00917898,0.00018693683,0.10974131,0.0009489887],"about_ca_topic_score_codex":0.000011204623,"about_ca_topic_score_gemma":0.00014190174,"teacher_disagreement_score":0.59501475,"about_ca_system_score_codex":0.0002464939,"about_ca_system_score_gemma":0.000020749823,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W7027825724","doi":"","title":"Dementia-Friendly Community Initiatives: Evaluating Processes and Outcomes","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Dementia; Process (computing); Needs assessment; Independent living; Health care; Program evaluation; Community development; Activities of daily living; Community organization","score_opus":0.03344856687275564,"score_gpt":0.329303105489746,"score_spread":0.29585453861699035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027825724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40337452,0.0007286149,0.000040742398,0.0000836401,0.00012726543,0.0006112635,0.000030446294,0.000101425445,0.59490204],"genre_scores_gemma":[0.43501738,0.00021626722,0.000298035,0.00010890976,0.000041581934,0.000008803557,0.00057538174,0.000056378412,0.56367725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99804896,0.00029502602,0.0002480468,0.000442356,0.0005824237,0.0003831828],"domain_scores_gemma":[0.99876,0.00020818591,0.00013708511,0.00023389503,0.00046548172,0.00019533785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003054655,0.0003842553,0.00048661558,0.00039227668,0.0003721768,0.00013667613,0.00021816738,0.00021288659,0.029908199],"category_scores_gemma":[0.00018394542,0.00036443546,0.00013316773,0.0006608246,0.000105169005,0.00032015282,0.00021391093,0.0010096964,0.000111330744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020009116,0.0010683633,0.23690073,0.021362169,0.0052772188,0.0009711823,0.017491238,8.78334e-7,0.0010484493,0.00080354087,0.0012860849,0.71178925],"study_design_scores_gemma":[0.008366084,0.004519981,0.56432515,0.00609347,0.008761382,0.0000427387,0.2948658,0.00013281431,0.0030033488,0.0007895745,0.10753975,0.0015599228],"about_ca_topic_score_codex":0.00013544166,"about_ca_topic_score_gemma":0.00097353733,"teacher_disagreement_score":0.71022934,"about_ca_system_score_codex":0.00011695936,"about_ca_system_score_gemma":0.0004860385,"threshold_uncertainty_score":0.99988073},"labels":[],"label_agreement":null},{"id":"W7028024727","doi":"","title":"Disparities in Tenure and Promotion Outcomes Among Racialized and Female Faculty in Canadian Universities","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Glass ceiling; Equity (law); Racism; Affect (linguistics); Earnings; Intersectionality; Inequality; Human capital; Identity (music)","score_opus":0.020811512680172718,"score_gpt":0.274325329514081,"score_spread":0.2535138168339083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028024727","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7211244,0.00015496729,8.886877e-7,0.0016616615,0.00020895191,0.00036418403,0.00004912613,0.000022384726,0.27641344],"genre_scores_gemma":[0.41247904,0.0002386124,0.000033036406,0.000018585068,0.000021132175,0.0000016905557,0.00027672653,0.000010926899,0.58692026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983674,0.00052594056,0.00016621387,0.00039323507,0.0001781207,0.0003690418],"domain_scores_gemma":[0.9993986,0.000064123014,0.00009994426,0.000101941994,0.000103678205,0.00023169743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003151009,0.00021045136,0.00033464085,0.00049444207,0.00038848352,0.00015710328,0.0001476191,0.0003425622,0.004076578],"category_scores_gemma":[0.0000437542,0.00027441332,0.000046658643,0.00050748343,0.00020235135,0.0014658328,0.000029034141,0.0002828333,0.0000015277379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003016309,0.000048273247,0.92192036,0.00014414763,0.000026435962,0.00021718327,0.06343993,0.0000015543663,0.0000016631407,0.007910034,0.00027043,0.0059898235],"study_design_scores_gemma":[0.0004992875,0.000011985724,0.56250393,0.00024712773,0.000026388238,5.1968465e-7,0.35294703,0.0000056806675,0.000004169008,0.00016567216,0.08332745,0.000260775],"about_ca_topic_score_codex":0.84513044,"about_ca_topic_score_gemma":0.9971032,"teacher_disagreement_score":0.35941646,"about_ca_system_score_codex":0.00066034147,"about_ca_system_score_gemma":0.0016933829,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W7028164895","doi":"","title":"The Effects of Acute Stress on Inhibitory Control in Individuals with Problem Gambling","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Trier social stress test; Impulsivity; Mood; Stressor; Inhibitory control; Coping (psychology); Stop signal; Mental arithmetic","score_opus":0.015701978216136486,"score_gpt":0.27776771387174626,"score_spread":0.26206573565560976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028164895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6944458,0.0005050308,0.0000063676653,0.000028786524,0.0013117085,0.0013095718,0.00013414545,0.000077814075,0.30218083],"genre_scores_gemma":[0.5898348,0.000026869142,0.000022619457,0.000013565783,0.00003379302,0.00001894124,0.00013877831,0.000058547197,0.40985206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983879,0.00018316752,0.00023887676,0.00051822956,0.00031006162,0.00036180543],"domain_scores_gemma":[0.99904174,0.00025516425,0.00024092713,0.0003320532,0.00006278364,0.00006735443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084208405,0.0003712252,0.00040756544,0.00037207402,0.0001031346,0.000058813843,0.00034369342,0.00033769355,0.0015786546],"category_scores_gemma":[0.0000034522934,0.00027695205,0.00013472055,0.0005209841,0.00006565549,0.000069769645,0.000030326519,0.00056695164,0.00007691589],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0086615365,0.0033207955,0.34231755,0.0031822247,0.013302528,0.009996559,0.039233774,0.00011221426,0.0011861771,0.0110555375,0.0024762724,0.5651548],"study_design_scores_gemma":[0.07630672,0.013493466,0.605525,0.031476736,0.025546748,0.00006075466,0.06996718,0.00003260859,0.014288928,0.00086584484,0.15746695,0.0049690297],"about_ca_topic_score_codex":0.0002225039,"about_ca_topic_score_gemma":0.0011040773,"teacher_disagreement_score":0.5601858,"about_ca_system_score_codex":0.0001324914,"about_ca_system_score_gemma":0.0000818008,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W7028227912","doi":"","title":"EXTERNAL-ROTOR 6/10 SWITCHED RELUCTANCE MOTOR FOR AN ELECTRIC BICYCLE","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Switched reluctance motor; Torque ripple; Rotor (electric); Torque; Control theory (sociology); Reluctance motor; Stator; Direct torque control; Power (physics)","score_opus":0.009751608181619346,"score_gpt":0.19710851967737447,"score_spread":0.18735691149575512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028227912","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23867409,0.0032374049,0.04274886,0.000021924028,0.001303863,0.0042168265,0.00012239955,0.001967709,0.7077069],"genre_scores_gemma":[0.014719195,0.00016876531,0.0032172748,0.000022088845,0.00029153618,0.000036693546,0.00024013518,0.00016275441,0.98114157],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830973,0.00003743145,0.0002867695,0.0005543889,0.0002483094,0.0005633629],"domain_scores_gemma":[0.99900025,0.000054830343,0.00015298778,0.00040169913,0.00016469994,0.00022551138],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063757594,0.0004977934,0.00052866543,0.00047788594,0.0001379855,0.00011378267,0.000614289,0.00044721196,0.031508476],"category_scores_gemma":[0.000012005798,0.00058039185,0.00031690142,0.0009039196,0.00001148628,0.00040850602,0.000014243645,0.00034206812,0.00018918228],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039184312,0.00010159749,0.00008279459,0.0006533691,0.0005236261,0.00003809345,0.00037021708,0.00032571243,0.20781884,0.00037665965,0.0047240076,0.7845932],"study_design_scores_gemma":[0.0043845274,0.0014500292,0.002841308,0.00060991145,0.001956391,0.000010975826,0.0011725881,0.24577731,0.04384632,0.0012709484,0.692223,0.004456653],"about_ca_topic_score_codex":0.000097373035,"about_ca_topic_score_gemma":0.00017416976,"teacher_disagreement_score":0.7801366,"about_ca_system_score_codex":0.00030680292,"about_ca_system_score_gemma":0.00005587131,"threshold_uncertainty_score":0.9996647},"labels":[],"label_agreement":null},{"id":"W7028249149","doi":"","title":"THE EXPERIENCE OF HOMELESS YOUTH WITH LEARNING/DEVELOPMENTAL/ INTELLECTUAL DISABILITIES IN AN ONTARIO SCHOOL SYSTEM FROM AN INTERPRETIVE &amp; CRITICAL APPROACH","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Qualitative research; Perspective (graphical); Data collection; Agency (philosophy)","score_opus":0.01787546119959214,"score_gpt":0.24492433227884242,"score_spread":0.2270488710792503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028249149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7463553,0.000020341084,0.00031731973,0.0000027721483,0.00011083121,0.00044687663,0.000020398675,0.000028924367,0.25269723],"genre_scores_gemma":[0.85932934,0.000011223978,0.0006963645,0.000004018805,0.0000120222185,0.000011972253,0.00014535803,0.000031758675,0.13975795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99718446,0.00046385356,0.00030961126,0.00084649393,0.00071070564,0.00048485925],"domain_scores_gemma":[0.9986278,0.0005403678,0.00013903684,0.0004469309,0.00005870885,0.000187197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019238911,0.00038404926,0.0004983999,0.00008324048,0.00032976834,0.00012205037,0.0012316859,0.0001952723,0.021844583],"category_scores_gemma":[0.0002934502,0.00030056108,0.000072026676,0.0004234495,0.0010112139,0.0006562518,0.0005199317,0.00087157066,0.00010203184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021275473,0.00024356862,0.2312247,0.00015635722,0.00009099065,0.000013772086,0.7531422,0.00051138323,0.000105023624,0.00011438494,0.000022368404,0.012247729],"study_design_scores_gemma":[0.00033731677,0.00034213197,0.021011764,0.00041493005,0.00003534728,0.0000013124753,0.9743961,0.0002821186,0.000072197305,0.0000066154844,0.0027037088,0.00039646734],"about_ca_topic_score_codex":0.03334078,"about_ca_topic_score_gemma":0.28882703,"teacher_disagreement_score":0.25548628,"about_ca_system_score_codex":0.0029916225,"about_ca_system_score_gemma":0.0002047429,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W7028437943","doi":"","title":"An Environmental Scan of Life Science Cluster Organizations in Canada and Internationally","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commercialization; General partnership; Service (business); Order (exchange); Research program; Cluster (spacecraft); Research council; Synapse","score_opus":0.008930886183581701,"score_gpt":0.19209065220439495,"score_spread":0.18315976602081324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028437943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46173674,0.00022085056,0.000106314,0.000051039922,0.00045979884,0.00040153897,0.0013378136,0.000032156564,0.5356537],"genre_scores_gemma":[0.8511925,0.00012277249,0.00032346707,0.000058312427,0.000054465112,4.5286595e-7,0.00031674645,0.00008500974,0.14784628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970178,0.00012265603,0.00037837235,0.0007534093,0.0013773694,0.00035040744],"domain_scores_gemma":[0.99844235,0.000043993605,0.0004025294,0.00042581116,0.00035425654,0.00033103093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000261825,0.00030975923,0.00044068057,0.0007639911,0.00012147077,0.000069034715,0.00078092446,0.00012951774,0.045886617],"category_scores_gemma":[0.00012221425,0.00039172365,0.000037267193,0.0021999606,0.00046445304,0.0005744668,0.000687451,0.00031734325,0.000015466296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007475656,0.00026452044,0.9631157,0.00016419284,0.00019081267,0.00045662303,0.0006283477,0.0018123162,0.0041626226,0.00025083846,0.001975098,0.026904158],"study_design_scores_gemma":[0.0025609396,0.00010267458,0.56715137,0.0005656714,0.00025757097,0.00013121986,0.009391644,0.0017599683,0.0008047689,0.0000100159405,0.41585532,0.0014088214],"about_ca_topic_score_codex":0.70348495,"about_ca_topic_score_gemma":0.97566324,"teacher_disagreement_score":0.41388023,"about_ca_system_score_codex":0.007587703,"about_ca_system_score_gemma":0.024289032,"threshold_uncertainty_score":0.9998535},"labels":[],"label_agreement":null},{"id":"W7028459977","doi":"","title":"Exploring Dissociation in Post-Traumatic Stress Disorder: Impact on Emotion, Cognition, and Daily Functioning Among Military Members, Veterans, and First Responders in Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Institute for Military and Veteran Health Research; Mitacs; McMaster University","keywords":"Derealization; Depersonalization; Dissociation (chemistry); Dissociative; Hypervigilance; Cognition; Dissociative disorders; Poison control; Posttraumatic stress; Injury prevention","score_opus":0.142951924722821,"score_gpt":0.35208437980249324,"score_spread":0.20913245507967224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028459977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891604,0.0008585241,0.0000137643965,0.00015410945,0.00046232482,0.00037688654,0.00016552658,0.000014895811,0.0090379445],"genre_scores_gemma":[0.98052037,0.00089285424,0.000014669565,0.00001531037,0.000020143774,0.0000045832912,0.0002271266,0.00002375704,0.018281184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995517,0.00029185132,0.0005250562,0.0008940884,0.0023090711,0.00046293956],"domain_scores_gemma":[0.9972574,0.0015826779,0.00018250513,0.00023884013,0.00049222365,0.0002463354],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0016140679,0.0003120574,0.00042129678,0.020255433,0.00026013813,0.00062233873,0.0004647804,0.00016598377,0.0040006437],"category_scores_gemma":[0.0013275874,0.00028488046,0.000087069915,0.03392163,0.000057581907,0.0012535582,0.00013987039,0.00057107396,0.0000098858145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058143097,0.000099492936,0.7267249,0.00026784127,0.000096238546,0.00026390582,0.012747698,0.002369764,0.000012912411,0.000029076044,0.0006196261,0.2561871],"study_design_scores_gemma":[0.00068047567,0.00013276856,0.8464939,0.00046231542,0.00002944038,0.0000011581856,0.14736892,0.0035760782,0.000007380347,0.00007924794,0.0008980369,0.00027025066],"about_ca_topic_score_codex":0.67483974,"about_ca_topic_score_gemma":0.98530203,"teacher_disagreement_score":0.3104623,"about_ca_system_score_codex":0.0013147369,"about_ca_system_score_gemma":0.0005583652,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W7028517752","doi":"","title":"Evaluation of Cardiotoxicity Using Blood Biomarkers in Breast Cancer and Lymphoma Patients Undergoing Curative Treatment","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cardiotoxicity; Trastuzumab; Ejection fraction; Breast cancer; Biomarker; Chemotherapy; Cancer; Natriuretic peptide","score_opus":0.022430448304397794,"score_gpt":0.2620672739017322,"score_spread":0.23963682559733437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028517752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631402,0.00033337806,0.000008313262,0.000021504145,0.00018081085,0.0012452658,0.00011441318,0.000014851738,0.034941282],"genre_scores_gemma":[0.99243045,0.00039002995,0.00007216591,0.000017464452,0.00003488745,0.0000041389003,0.00025737003,0.000036485304,0.0067570317],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99833006,0.00019125766,0.00024919756,0.0004522342,0.00057415053,0.00020311763],"domain_scores_gemma":[0.99891853,0.000045184737,0.0003105335,0.0001885364,0.00045571945,0.00008150975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017108704,0.00031085958,0.00058927614,0.00033015342,0.000059758055,0.000015172777,0.00006222712,0.00033550925,0.0013237235],"category_scores_gemma":[0.000014348584,0.0003301448,0.00017773974,0.0004315119,0.0000461137,0.000198498,0.000019722429,0.00009979318,0.0000011872339],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018931528,0.0006729146,0.13573577,0.0007612778,0.0039815363,0.00002752192,0.003726063,0.0003690399,0.045693625,0.00002470125,0.000008188422,0.8071062],"study_design_scores_gemma":[0.07284155,0.00118907,0.642445,0.007220929,0.016309481,0.000054702738,0.025029195,0.0063723824,0.22621931,0.000057967667,0.0007819201,0.0014784598],"about_ca_topic_score_codex":0.0012937502,"about_ca_topic_score_gemma":0.0017198628,"teacher_disagreement_score":0.80562776,"about_ca_system_score_codex":0.0017658444,"about_ca_system_score_gemma":0.000949198,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W7028521362","doi":"","title":"THE EXPERIENCES OF HEALTH CARE WORKERS IN MANAGING AND PREVENTING COVID-19 AMONG MFWs IN NIAGARA REGION, ONTARIO","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Work (physics); Government (linguistics); Qualitative research; Public health; Theme (computing)","score_opus":0.04091914126796539,"score_gpt":0.33804842588848527,"score_spread":0.2971292846205199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028521362","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9116123,0.0014147616,0.000028258457,0.0007375639,0.00146222,0.002234952,0.0000047902918,0.00009638824,0.08240878],"genre_scores_gemma":[0.42300195,0.00040682734,0.00010128669,0.00037071476,0.000062946565,0.000057003148,0.00017322192,0.00009727368,0.5757288],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99567246,0.0014966507,0.00091210735,0.0006808452,0.00034563034,0.000892299],"domain_scores_gemma":[0.9975869,0.00061007845,0.0010397659,0.0003827924,0.000112622285,0.00026785908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088024227,0.000335348,0.00066139555,0.000559681,0.0012003015,0.000027452528,0.0004894603,0.0005285364,0.001242093],"category_scores_gemma":[0.00014516899,0.00033685312,0.00008824995,0.0011769336,0.000148455,0.00022219068,0.00013894471,0.0015291208,0.000006213559],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016544326,0.000011671759,0.33891937,0.002009797,0.00001621754,0.00007795491,0.58046514,0.000028418714,1.6862224e-7,0.00006237877,0.00085498556,0.07738844],"study_design_scores_gemma":[0.0008569333,0.0000621795,0.12597409,0.0035182487,0.000016483673,4.3737234e-7,0.83143735,0.00000945087,5.6821625e-7,0.000054470343,0.037850816,0.00021899611],"about_ca_topic_score_codex":0.20785004,"about_ca_topic_score_gemma":0.94243115,"teacher_disagreement_score":0.7345811,"about_ca_system_score_codex":0.0035428382,"about_ca_system_score_gemma":0.004182411,"threshold_uncertainty_score":0.9999083},"labels":[],"label_agreement":null},{"id":"W7028758124","doi":"","title":"Four Papers on the Nursing Labour Market in Ontario","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Casual; Agency (philosophy); Staffing; Health care; Christian ministry; Human resources; Attrition; Turnover","score_opus":0.016175453702054848,"score_gpt":0.2274006785755097,"score_spread":0.21122522487345485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028758124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029892229,0.000051284558,1.8221984e-7,0.003728247,0.00066335144,0.00022310614,0.000042779127,0.000027309998,0.9653715],"genre_scores_gemma":[0.05943998,0.000044173255,0.000006067641,0.00067800435,0.0001256145,0.000001037704,0.000010179611,0.00002020539,0.93967474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868846,0.00016866266,0.00010993921,0.00033057612,0.00031638527,0.00038599563],"domain_scores_gemma":[0.99948573,0.0001194032,0.00009099886,0.00016608123,0.00002564711,0.00011214671],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001706859,0.00019278433,0.00017314331,0.00014597081,0.00030887095,0.00013233618,0.00045568883,0.0002611761,0.15605862],"category_scores_gemma":[0.000037454676,0.00018811681,0.00012239744,0.00057907734,0.000102036814,0.000110044835,0.000015455658,0.00066271593,0.00014650002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039898392,0.00006343951,0.0009862054,0.000086599786,0.0001048054,0.0008055675,0.11117618,0.000017243814,0.000011600888,0.47760287,0.18038005,0.22836646],"study_design_scores_gemma":[0.00013634913,0.00001580373,0.018194398,0.00062100636,0.000031928048,4.34636e-7,0.020684656,0.0000021230826,0.0000030697602,0.0011459772,0.9589556,0.00020865591],"about_ca_topic_score_codex":0.7151161,"about_ca_topic_score_gemma":0.9974877,"teacher_disagreement_score":0.77857554,"about_ca_system_score_codex":0.002070832,"about_ca_system_score_gemma":0.0011414739,"threshold_uncertainty_score":0.84471285},"labels":[],"label_agreement":null},{"id":"W7028780813","doi":"","title":"GAS PHASE FLOW PATTERNS IN A BUBBLING COLUMN","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Residence time distribution; Coalescence (physics); TRACER; Volumetric flow rate; Flow (mathematics); Residence time (fluid dynamics); Work (physics); Column (typography)","score_opus":0.011363072083788792,"score_gpt":0.21895462190821616,"score_spread":0.20759154982442737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028780813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3055176,0.00037276975,0.0017228483,0.000027044971,0.0020971973,0.00052370114,0.00018961017,0.00070332986,0.6888459],"genre_scores_gemma":[0.62007284,0.00031204056,0.00027259532,0.000045305755,0.0002779132,0.000008092467,0.0033436953,0.00017700369,0.37549055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908084,0.00002900508,0.00019601033,0.00028973064,0.00017037538,0.00023405769],"domain_scores_gemma":[0.99969107,0.00002179349,0.00003888869,0.000120236604,0.000046811605,0.000081195234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043344557,0.00026046377,0.00023737592,0.00040161665,0.00003997472,0.00007517276,0.00015827245,0.00027651663,0.039333303],"category_scores_gemma":[0.0000051565303,0.00034752325,0.00010585256,0.0006291738,0.000008449483,0.00017796175,0.000019859306,0.00046545733,0.0002903764],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018020012,0.000080331,0.00023298735,0.0013591598,0.00012475938,0.00065236416,0.0026193091,0.0030949682,0.0011706183,0.00010311836,0.0012051228,0.98917705],"study_design_scores_gemma":[0.008583058,0.00029092928,0.00121512,0.005739008,0.00066553603,0.000015121555,0.017193196,0.32317242,0.007749688,0.00047337418,0.632311,0.0025915725],"about_ca_topic_score_codex":0.00014714968,"about_ca_topic_score_gemma":0.006959912,"teacher_disagreement_score":0.9865855,"about_ca_system_score_codex":0.00024132052,"about_ca_system_score_gemma":0.000036910733,"threshold_uncertainty_score":0.99989766},"labels":[],"label_agreement":null},{"id":"W7028781950","doi":"","title":"High precision spectro-temporal analysis of ultra-fast radio bursts using per-channel arrival times","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise (video); Radar; Radar tracker; Signal processing","score_opus":0.013580746085955985,"score_gpt":0.2640762876117487,"score_spread":0.2504955415257927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028781950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72157025,0.00038740938,0.035146344,0.00030587072,0.00047066086,0.0005122724,0.0022067192,0.00006165926,0.2393388],"genre_scores_gemma":[0.779557,0.0000031130735,0.00094929367,0.000003326473,0.0001133688,2.4812147e-7,0.00021527518,0.000014299881,0.21914408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987924,0.000074238626,0.00018020345,0.00035861076,0.0003199088,0.00027465093],"domain_scores_gemma":[0.9994634,0.00009146041,0.000065347835,0.00018225165,0.00008380044,0.00011378756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009398029,0.00017358006,0.00030936397,0.0004751199,0.00010683531,0.00008816018,0.0002538844,0.000048959435,0.054548755],"category_scores_gemma":[0.0000018986502,0.00017184197,0.00032734798,0.0013835062,0.00008653938,0.00027612725,0.0000803151,0.00017533092,0.000031910135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016589011,0.0015683015,0.066661656,0.000507178,0.026708074,0.00077292987,0.007671243,0.14418086,0.14079528,0.2747668,0.005694835,0.3290139],"study_design_scores_gemma":[0.0074072583,0.0013823329,0.038899932,0.0011812792,0.011337238,0.00002193553,0.022088613,0.45458776,0.04220713,0.078591764,0.3379996,0.0042951554],"about_ca_topic_score_codex":0.00045315718,"about_ca_topic_score_gemma":0.000017337557,"teacher_disagreement_score":0.33230478,"about_ca_system_score_codex":0.000090013134,"about_ca_system_score_gemma":0.00009067349,"threshold_uncertainty_score":0.9463155},"labels":[],"label_agreement":null},{"id":"W7028896561","doi":"","title":"Health Promotion and Childhood Obesity among Indigenous Children: Understanding Community Priorities, Prevention Programs, and Protective Factors","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Health promotion; Childhood obesity; Community-based participatory research; Public health; Participatory action research; Overweight; Obesity","score_opus":0.04452475843891212,"score_gpt":0.29239318929033487,"score_spread":0.24786843085142274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028896561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679783,0.0005245147,0.00013769009,0.0000649181,0.00040562934,0.0061232364,0.00005932681,0.00014671366,0.02455966],"genre_scores_gemma":[0.92156816,0.0006746865,0.00010532205,0.000034238823,0.00010929357,0.000037050064,0.0019565837,0.000076190736,0.07543851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995936,0.0017949546,0.0004346438,0.00056938606,0.00022174101,0.0010432932],"domain_scores_gemma":[0.99844754,0.00011012805,0.0007614443,0.0002675591,0.00019881317,0.00021453797],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005404223,0.00047207935,0.0008186842,0.00022690462,0.0111242095,0.000054444892,0.0001980263,0.00075372437,0.0014171645],"category_scores_gemma":[0.00003592089,0.0005154326,0.00010584674,0.0003910844,0.00013998749,0.0002747071,0.000367241,0.002202213,0.0000035392043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009448022,0.0007575545,0.63191044,0.0018565262,0.00050464517,0.000013607643,0.3238428,5.030852e-7,0.0000015890045,0.00047491834,0.000034119123,0.040508796],"study_design_scores_gemma":[0.00088450435,0.0008563868,0.597432,0.0008985315,0.00012897812,0.0000038500766,0.39866802,0.0000011957153,0.0000024851165,0.00035578338,0.0004378028,0.00033046078],"about_ca_topic_score_codex":0.024135448,"about_ca_topic_score_gemma":0.51094806,"teacher_disagreement_score":0.4868126,"about_ca_system_score_codex":0.0020654718,"about_ca_system_score_gemma":0.0010676229,"threshold_uncertainty_score":0.99972975},"labels":[],"label_agreement":null},{"id":"W7028902443","doi":"","title":"Intersecting Identities: Exploring the Interplay of Race and Disability in Employment Support Systems","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Seekers; Workforce; Race (biology); Qualitative research; Intersectionality; Service delivery framework; Service provider; Service (business); Employability","score_opus":0.013509462473894188,"score_gpt":0.24336612225548554,"score_spread":0.22985665978159137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028902443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98108995,0.000220171,0.000008874308,0.000011133139,0.00094191777,0.00021185227,0.00001571952,0.0000083318455,0.01749207],"genre_scores_gemma":[0.7923821,0.00008853999,0.0000043435366,0.0000055575315,0.000052497555,0.0000062131303,0.00010080961,0.000013598827,0.20734632],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992026,0.00007256481,0.00019916873,0.00030105325,0.00006752854,0.00015708382],"domain_scores_gemma":[0.99967885,0.000017940029,0.00009360037,0.00015544638,0.000027681688,0.000026455322],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013384485,0.00016557005,0.00020340682,0.00005613041,0.000062676656,0.000029134677,0.00018229571,0.00016759388,0.0010603991],"category_scores_gemma":[0.000008851209,0.00014394776,0.00008729525,0.00010221139,0.000089125075,0.000013062609,0.00013258096,0.0002207837,0.0000042264255],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047839503,0.0013207475,0.37557176,0.0085109575,0.0017370323,0.000746539,0.06297445,0.00030993953,0.27502164,0.0020257726,0.003336824,0.26366037],"study_design_scores_gemma":[0.0037397728,0.0031638083,0.06672472,0.0034038364,0.0015695239,0.00014322493,0.56559604,0.00021297329,0.16895542,0.00013288637,0.18366031,0.0026975113],"about_ca_topic_score_codex":0.0001682696,"about_ca_topic_score_gemma":0.0038209464,"teacher_disagreement_score":0.5026216,"about_ca_system_score_codex":0.000046292862,"about_ca_system_score_gemma":0.000035132747,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W7028911879","doi":"","title":"Genetic causes and consequences of ancient plague pandemics: pathogen evolution and human demographic reverberations","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Health and Medical Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of Toronto; McMaster University","keywords":"Plague (disease); Yersinia pestis; Pandemic; Ancient DNA; Context (archaeology); Population","score_opus":0.017915190457645173,"score_gpt":0.19774092821444708,"score_spread":0.1798257377568019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028911879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9484933,0.0014107481,0.000045813187,0.00001482507,0.0001609177,0.00026432145,0.00016081588,0.00007287579,0.049376372],"genre_scores_gemma":[0.88612777,0.00018941137,0.00034508648,0.00002566359,0.000082243794,0.0000025360634,0.00016655373,0.000024865138,0.113035895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990543,0.000052077674,0.00020867,0.00037411018,0.00012477287,0.00018607127],"domain_scores_gemma":[0.999411,0.000027053056,0.0002797561,0.00016889429,0.000058935868,0.00005438593],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005461705,0.00022155515,0.00025427906,0.00029852852,0.0004314004,0.00005264631,0.00015153977,0.00021740446,0.0027793648],"category_scores_gemma":[0.000008591708,0.00024331517,0.00004659266,0.0000790206,0.0009114098,0.00015602325,0.00005890124,0.00017668212,0.0000037773877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031529818,0.00030318883,0.43740487,0.0015366194,0.0011566703,0.00024309903,0.05123505,0.000033499757,0.09716878,0.36318514,0.006816116,0.040601674],"study_design_scores_gemma":[0.0013125091,0.0006830654,0.13256669,0.0008689617,0.001043895,0.000031550007,0.068749286,0.0000399816,0.0009901267,0.0032245528,0.7893194,0.0011699793],"about_ca_topic_score_codex":0.0004948814,"about_ca_topic_score_gemma":0.018728713,"teacher_disagreement_score":0.7825033,"about_ca_system_score_codex":0.000057304493,"about_ca_system_score_gemma":0.00003766334,"threshold_uncertainty_score":0.9991769},"labels":[],"label_agreement":null},{"id":"W7028923403","doi":"","title":"Highway 6: A Barrier to Wildlife Movement?","year":2019,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Emera","keywords":"Wildlife; Wildlife corridor; Habitat; Limiting; Escarpment; Wildlife conservation; Wildlife management","score_opus":0.022438486713973412,"score_gpt":0.22663783372058738,"score_spread":0.20419934700661396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028923403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006312697,0.00014838972,0.00031140112,0.00021222842,0.00256336,0.0018028942,0.0018636215,0.0007430897,0.9917237],"genre_scores_gemma":[0.0009507092,0.00007993875,0.00068936474,0.0015122804,0.0007194233,0.0000052375945,0.00031446878,0.0005810916,0.99514747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929264,0.0002999019,0.0006659027,0.0020558569,0.0025945958,0.0014572943],"domain_scores_gemma":[0.99493694,0.00010115825,0.0007243012,0.0019509878,0.0012602914,0.0010262886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005793351,0.0013203109,0.0014935203,0.0017709467,0.0002469429,0.00023383528,0.0019957123,0.0010064886,0.38055018],"category_scores_gemma":[0.00017538707,0.0015319858,0.00063227717,0.003613503,0.00015312391,0.0005804005,0.0017341732,0.0011196288,0.046992943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000427687,0.0001800517,0.004967593,0.00045625682,0.0010944188,0.0010630109,0.00035674078,0.00028109766,0.00087135646,0.0008192651,0.92464924,0.064833306],"study_design_scores_gemma":[0.0014997628,0.00023294223,0.00078061584,0.00056483643,0.0005451237,0.000020765418,0.00056979497,0.000018791528,0.00017200876,0.000019900916,0.99388766,0.0016878067],"about_ca_topic_score_codex":0.0010592667,"about_ca_topic_score_gemma":0.0009347561,"teacher_disagreement_score":0.33355725,"about_ca_system_score_codex":0.0043274374,"about_ca_system_score_gemma":0.0029934004,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W7028960298","doi":"","title":"Hierarchical Approaches for Generating Stylistic Human Motions from Audio","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Human Motion and Animation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Gesture; Motion (physics); Dance; Motion capture; Focus (optics); Gesture recognition; Range (aeronautics); Ranging; Virtual actor","score_opus":0.03368713045940535,"score_gpt":0.21682347322934098,"score_spread":0.18313634276993562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028960298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029540496,0.00014887584,0.0961063,0.000018864795,0.0005578052,0.00059058727,0.0003452588,0.00055115204,0.87214065],"genre_scores_gemma":[0.08944201,0.000021109985,0.0060080825,0.000023054035,0.00033417056,0.000013032443,0.007168785,0.000080461694,0.8969093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990728,0.00004133522,0.00021400458,0.0003300878,0.000121851066,0.00021993478],"domain_scores_gemma":[0.99959666,0.00004284702,0.00006497271,0.00017177388,0.000047294438,0.00007645161],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037766236,0.0002726152,0.00027157526,0.00021380163,0.00030046317,0.00009648613,0.00023108878,0.00028470406,0.013458714],"category_scores_gemma":[0.000012341694,0.00034583567,0.00016155867,0.00020517244,0.00001720649,0.00012740964,0.00002314997,0.00031308003,0.000026316979],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007802196,0.00019139143,0.00010871183,0.0023188223,0.0008933528,0.000029019038,0.003193886,0.05962847,0.008082552,0.07895254,0.009678153,0.8368451],"study_design_scores_gemma":[0.0032061066,0.00013287601,0.0043017673,0.00115764,0.0010093069,0.0000010443443,0.007500724,0.4063267,0.0011938801,0.0021314463,0.5710603,0.0019782127],"about_ca_topic_score_codex":0.000026643083,"about_ca_topic_score_gemma":0.001160516,"teacher_disagreement_score":0.8348669,"about_ca_system_score_codex":0.00017046108,"about_ca_system_score_gemma":0.000038268572,"threshold_uncertainty_score":0.9998994},"labels":[],"label_agreement":null},{"id":"W7029049031","doi":"","title":"HEALTH CARE UTILIZATION AND COSTS OF BARIATRIC SURGERY PATIENTS WITH VS. WITHOUT COMORBID OBSTRUCTIVE SLEEP APNEA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Johns Hopkins University","keywords":"Obstructive sleep apnea; Health care; Perioperative; Obesity; Activity-based costing; Sleep apnea; Body mass index","score_opus":0.0365014618671286,"score_gpt":0.285452894763536,"score_spread":0.24895143289640742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029049031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84774476,0.0006550664,0.009524984,0.00014913538,0.00088475994,0.005038428,0.0021964374,0.00042089232,0.13338551],"genre_scores_gemma":[0.9091858,0.00026042457,0.0060830307,0.000037562568,0.00005919006,0.000011098063,0.004447938,0.0002265076,0.07968839],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99801946,0.000281247,0.00033424198,0.00046798954,0.0005548682,0.00034220665],"domain_scores_gemma":[0.9977593,0.00086668774,0.00036892586,0.00026070396,0.0005605022,0.00018391173],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016439437,0.00028215875,0.0006953912,0.0003105345,0.00017210231,0.000034109777,0.0001955997,0.00023010305,0.0013034631],"category_scores_gemma":[0.00036225788,0.00027581982,0.000078958044,0.00078562915,0.000117519805,0.00014175053,0.00008686691,0.00031934207,0.0000068650493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027872114,0.0002474407,0.09585797,0.0061899438,0.0003213976,0.000032519703,0.0059680385,0.0000061932374,7.738009e-7,0.02130145,0.0005494355,0.8667376],"study_design_scores_gemma":[0.009959678,0.0027544661,0.87459165,0.004889138,0.0015413396,0.000005304495,0.07397341,0.0012766697,0.00017638116,0.01625465,0.011417464,0.0031598506],"about_ca_topic_score_codex":0.0003946763,"about_ca_topic_score_gemma":0.0043337313,"teacher_disagreement_score":0.8635778,"about_ca_system_score_codex":0.00036350475,"about_ca_system_score_gemma":0.00031395658,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W7029062769","doi":"","title":"Improving Care and Support for People with Multiple Chronic Health Conditions in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic care; Chronic disease; Health care; Multiple Chronic Conditions; Chronic condition; Public health; MEDLINE","score_opus":0.008569724989332367,"score_gpt":0.19898977350697689,"score_spread":0.19042004851764452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029062769","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005334453,0.00025981682,0.001778769,0.000025438181,0.00013532935,0.0024029142,0.0014123819,0.0003216674,0.99313027],"genre_scores_gemma":[0.00687996,0.000009491272,0.0022104885,0.00005214495,0.000081067046,0.000013176511,0.0010317202,0.0007117717,0.98901016],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979857,0.00009357706,0.0002036981,0.0008219303,0.00019941705,0.00069566455],"domain_scores_gemma":[0.9987828,0.000059557748,0.00042344583,0.00041960957,0.00006267912,0.0002518719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083223684,0.00050709414,0.0007429399,0.0007470397,0.00016887115,0.00005533128,0.0003092529,0.00029615246,0.07701756],"category_scores_gemma":[0.0000067988885,0.0005605588,0.000095994044,0.00044442376,0.0001376349,0.00015922727,0.00016267726,0.00041006584,0.00020409597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015592735,0.00052244967,0.45293263,0.010924852,0.0011364749,0.00034328736,0.017073175,0.0005343379,0.00022541967,0.0032721553,0.34318084,0.1682951],"study_design_scores_gemma":[0.005836966,0.0008238738,0.0046875924,0.0005389554,0.00012012477,0.00001197097,0.0018821416,0.00012245562,0.0000048710926,0.0000022275185,0.9853469,0.0006218994],"about_ca_topic_score_codex":0.17611335,"about_ca_topic_score_gemma":0.9917554,"teacher_disagreement_score":0.81564206,"about_ca_system_score_codex":0.0029440965,"about_ca_system_score_gemma":0.0016871502,"threshold_uncertainty_score":0.9996846},"labels":[],"label_agreement":null},{"id":"W7029095570","doi":"","title":"Identifying accurate methods of assessing blood pressure and health information by lay volunteers in the Philippines: Adapting a Canadian cardiometabolic health program to LMICs","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Corporate Social Responsibility and Sustainability","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blood pressure; Infographic; Health information; MEDLINE; Public health; Health data","score_opus":0.028069213853714896,"score_gpt":0.3023621537451338,"score_spread":0.2742929398914189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029095570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010810349,0.005047648,0.015267841,0.009673457,0.0005611477,0.0070876176,0.0002576511,0.00033658,0.96068704],"genre_scores_gemma":[0.0908857,0.00066827924,0.01539473,0.012877322,0.00076102343,0.00006189542,0.00062305207,0.00038953798,0.87833846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981663,0.00033661598,0.0004054036,0.0003617286,0.0002440704,0.00048584832],"domain_scores_gemma":[0.99885356,0.00006595811,0.00053014955,0.00031524326,0.0001707328,0.0000643594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019320527,0.00028036948,0.00060649554,0.001116712,0.0002940864,0.00043575073,0.00043023916,0.00018943436,0.0007393493],"category_scores_gemma":[0.00021314318,0.0002786097,0.00010014816,0.0025129968,0.000082694976,0.0008997088,0.00025480456,0.00033638472,0.0000023626562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003161934,0.00006162883,0.0034911255,0.0033868747,0.00017601837,0.0000056868103,0.0014725913,0.000071700866,0.0000012001207,0.003024249,0.010199578,0.9780777],"study_design_scores_gemma":[0.0004117902,0.000018972241,0.0024021333,0.00037781594,0.00016415228,4.0050236e-7,0.016385712,0.00036302803,3.0813274e-7,0.00011497099,0.97954345,0.00021729199],"about_ca_topic_score_codex":0.45407805,"about_ca_topic_score_gemma":0.3011776,"teacher_disagreement_score":0.97786045,"about_ca_system_score_codex":0.00017814897,"about_ca_system_score_gemma":0.0011127221,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W7029167272","doi":"","title":"Identifying Baseline Predictors of Relapse and Stratifying Immune Composition in Major Depressive Disorder","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Depression (economics); Antidepressant; Immune system; Rating scale; Longitudinal study; Cytokine; Psychoneuroimmunology; Hamilton Rating Scale for Depression","score_opus":0.01697765623246081,"score_gpt":0.23562499768588654,"score_spread":0.21864734145342574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029167272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96424997,0.0003292095,0.00016263034,0.00003319312,0.00051706954,0.0005299575,0.00006435257,0.00011973277,0.03399387],"genre_scores_gemma":[0.8802888,0.0003575129,0.00008697052,0.000021808071,0.000029214465,0.0000033415297,0.00024662708,0.00006435259,0.11890138],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99822426,0.00022623834,0.00035926705,0.0006125063,0.0002898644,0.00028787612],"domain_scores_gemma":[0.9991079,0.00023094047,0.00033453343,0.00021162251,0.00004217835,0.000072844436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009589243,0.00029674405,0.00037891982,0.00048332923,0.00015734967,0.000055570395,0.00032649643,0.00025513454,0.002794007],"category_scores_gemma":[0.00008349189,0.00034665686,0.00010781146,0.0008951243,0.00010322301,0.00035333823,0.00011425708,0.00038902485,0.000013009554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002788824,0.00075898867,0.031035965,0.004088328,0.000221872,0.0011882748,0.01503984,0.00081500015,0.7177482,0.002497424,0.000325627,0.22349162],"study_design_scores_gemma":[0.02682954,0.00070339034,0.420956,0.008677617,0.00083069335,0.00003926848,0.1279418,0.004327639,0.39233145,0.0019795038,0.011063855,0.0043192445],"about_ca_topic_score_codex":0.0002808989,"about_ca_topic_score_gemma":0.002117196,"teacher_disagreement_score":0.38992003,"about_ca_system_score_codex":0.000059455804,"about_ca_system_score_gemma":0.000058623024,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W7029272865","doi":"","title":"Indigenous Sovereignty and Canadian Drug Laws","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"University of Illinois at Urbana-Champaign; Crown-Indigenous Relations and Northern Affairs Canada; Canadian Medical Association; University of Toronto; Queen's University; University of Regina; University of Oxford; U.S. Department of Justice; York University; Government of Ontario; McMaster University; University of Minnesota; Simon Fraser University; McGill University; Government of Canada; RTI International; Innovation, Science and Economic Development Canada","keywords":"Indigenous; Legislation; Colonialism; Sovereignty; Mohawk; Criminalization; Jurisprudence; Compromise; Politics; Commodification; Indigenous rights","score_opus":0.004684271237303223,"score_gpt":0.16126122828997957,"score_spread":0.15657695705267635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029272865","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006623456,0.00063491403,0.00036295972,0.000011432889,0.00031891745,0.00020525741,0.000066316476,0.00013044308,0.9916463],"genre_scores_gemma":[0.14503394,0.0001125822,0.00041607476,0.00008480174,0.00006810867,0.0000013035825,0.0004340384,0.000041761894,0.8538074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992933,0.000024613983,0.00009704157,0.0002255154,0.00010323597,0.00025626883],"domain_scores_gemma":[0.99963844,0.00003439374,0.000025617535,0.00010965791,0.000035413046,0.0001564602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000021896352,0.0002365483,0.00019700585,0.00030824434,0.00015477247,0.000042526368,0.00019914986,0.00018235105,0.010669176],"category_scores_gemma":[0.0000018906751,0.00029135583,0.000057526257,0.00026506037,0.000012074853,0.00007210655,0.00001843135,0.00028259022,0.00003121982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004584006,0.000009292487,0.00016136758,0.0004934077,0.0002842239,0.00023158778,0.0033927427,0.009460216,0.00001767934,0.0064433124,0.004627108,0.97483325],"study_design_scores_gemma":[0.00052272604,0.000027546905,0.0022811305,0.00025082464,0.00019245128,0.0000072429325,0.0021246453,0.0019697142,0.00020745189,0.00462785,0.9869936,0.0007947904],"about_ca_topic_score_codex":0.008029506,"about_ca_topic_score_gemma":0.23848496,"teacher_disagreement_score":0.9823665,"about_ca_system_score_codex":0.0001916611,"about_ca_system_score_gemma":0.0002487181,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W7029282736","doi":"","title":"The Interplay of Physical and Biogeochemical Processes in Determining Water Cap Oxygen Concentrations within Base Mine Lake, the First Oil Sands Pit Lake","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tailings; Biogeochemical cycle; Oil sands; Hypolimnion; Eutrophication; Land reclamation; Wetland; Hydrology (agriculture)","score_opus":0.00530098177969622,"score_gpt":0.19847123488547888,"score_spread":0.19317025310578267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029282736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91799843,0.000046134064,0.000014769004,0.00020539586,0.000080601865,0.00023870064,0.000051109313,0.000024209536,0.08134062],"genre_scores_gemma":[0.90928185,0.000053102354,0.00004744678,0.00004937128,0.000027055901,0.0000053973818,0.00023282952,0.000015121349,0.09028781],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991173,0.00004271802,0.00018845685,0.00027250164,0.0001879303,0.00019107504],"domain_scores_gemma":[0.99949044,0.00012214304,0.00014409228,0.0001779318,0.000025317899,0.00004010191],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009556802,0.00018367355,0.0001885006,0.000039963634,0.00014795848,0.000039805636,0.00033753004,0.00012168178,0.0040517915],"category_scores_gemma":[0.000029370509,0.00010790622,0.000052019826,0.00023017383,0.00019936227,0.00015922013,0.00013258343,0.00020050902,0.000015030117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018183521,0.0013047041,0.19345433,0.0038655067,0.0005195085,0.0003187488,0.28771645,0.0009758491,0.23826218,0.00080609816,0.007766444,0.26319185],"study_design_scores_gemma":[0.0022584437,0.00042751114,0.005448151,0.0010092747,0.00031573075,0.000011402668,0.026574045,0.0037075798,0.39803317,0.0002380312,0.56078887,0.0011877745],"about_ca_topic_score_codex":0.00009955906,"about_ca_topic_score_gemma":0.048597638,"teacher_disagreement_score":0.55302244,"about_ca_system_score_codex":0.000038684153,"about_ca_system_score_gemma":0.000028329423,"threshold_uncertainty_score":0.99685866},"labels":[],"label_agreement":null},{"id":"W7029289478","doi":"","title":"Investigating the regulatory mechanisms of allergen-specific IgG4 production","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Immunoglobulin E; Immune system; Antibody; Allergy; Immunotherapy; Monoclonal antibody; Allergen; Cytokine","score_opus":0.024964961986772536,"score_gpt":0.18300212912387925,"score_spread":0.15803716713710672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029289478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019263554,0.0020084807,0.000014146148,0.00055989245,0.003906609,0.00032678325,0.000026967013,0.0001391687,0.9737544],"genre_scores_gemma":[0.040588897,0.00008826756,0.00006605774,0.00002499911,0.0005424675,0.0000020529737,0.0000658727,0.00003183903,0.95858955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896955,0.000058537673,0.00020493825,0.00033839446,0.0002535114,0.00017507975],"domain_scores_gemma":[0.9994734,0.00002784946,0.00017161747,0.00018023099,0.0001053898,0.00004149793],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006628294,0.00023576761,0.00025040467,0.00010542291,0.0005273946,0.00005180705,0.00026780923,0.00007900623,0.028723685],"category_scores_gemma":[0.000008339239,0.00016880805,0.00017145876,0.00014311523,0.00021214681,0.000091415626,0.00007226511,0.00031912662,0.000091861344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064523956,0.00004438513,0.0000041356175,0.0007165872,0.000379912,0.000016908512,0.11351921,0.000039693106,0.0021492615,0.5996163,0.039172117,0.24427699],"study_design_scores_gemma":[0.00006666659,0.000044822154,0.000044838194,0.00023616278,0.00009493106,6.9483195e-7,0.030379428,0.0000049914565,0.00079849374,0.00759322,0.96052575,0.00020997519],"about_ca_topic_score_codex":0.00013736975,"about_ca_topic_score_gemma":0.0031428935,"teacher_disagreement_score":0.92135364,"about_ca_system_score_codex":0.000092249225,"about_ca_system_score_gemma":0.00002954768,"threshold_uncertainty_score":0.9721642},"labels":[],"label_agreement":null},{"id":"W7029458231","doi":"","title":"Issues regarding the sharing of interim results by the Data Safety Monitoring Board of a trial with those responsible for the conduct of the trial.","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Complementary and Integrative Health; National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Institute of Nursing Research; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institute on Drug Abuse; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Eye Institute; National Heart, Lung, and Blood Institute; National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Interim; Event (particle physics); Interim analysis; Data collection; Safety monitoring; Control (management); Survey data collection; Power sharing","score_opus":0.1399291645255598,"score_gpt":0.284630913416547,"score_spread":0.1447017488909872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029458231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12582047,0.0031144966,0.00015422881,0.0009600785,0.011007679,0.0045144493,0.007484618,0.000025245326,0.84691876],"genre_scores_gemma":[0.049516916,0.00048924267,0.00019061303,0.0000113477445,0.00025590838,0.000007874743,0.00007095529,0.000029392204,0.9494277],"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983707,0.00006229354,0.0007085199,0.0005500983,0.00009259407,0.00021575873],"domain_scores_gemma":[0.9963645,0.00047867867,0.0016342488,0.001377572,0.00012363074,0.000021393751],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015456551,0.00021483372,0.00061053236,0.0000941402,0.00040472564,0.0000718742,0.002372067,0.00011464487,0.0017091432],"category_scores_gemma":[0.0003084211,0.00011991861,0.00023223231,0.000375635,0.00038773735,0.00023953905,0.00061852904,0.00019171026,0.000011871891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.71224993,0.00032439837,0.0012855754,0.0005886786,0.0047847726,0.0000019862412,0.029608939,0.00018428868,0.00017161612,0.031255975,0.19405481,0.025489038],"study_design_scores_gemma":[0.03461242,0.0003836107,0.00013051683,0.000374988,0.00030214523,3.4981076e-7,0.05088077,0.00021057011,0.001440112,0.00029159247,0.91113687,0.00023607473],"about_ca_topic_score_codex":0.0009077516,"about_ca_topic_score_gemma":0.0004581595,"teacher_disagreement_score":0.717082,"about_ca_system_score_codex":0.0000730206,"about_ca_system_score_gemma":0.00008234837,"threshold_uncertainty_score":0.99920344},"labels":[],"label_agreement":null},{"id":"W7029517257","doi":"","title":"Lempel-ziv factorization using less time and space","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Corporate Social Responsibility and Sustainability","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nucleofection; Fusible alloy; Dysgeusia; Windage; Hyporeflexia; Gestational period; TSG101; Diafiltration","score_opus":0.02733386287477206,"score_gpt":0.19772665058811062,"score_spread":0.17039278771333854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029517257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8943892,0.000015068076,0.001781423,0.00024096682,0.000077853045,0.0001978231,0.0000028072925,0.000097662836,0.103197165],"genre_scores_gemma":[0.8985344,0.0000052029463,0.00014351285,0.0001223099,0.00017859058,1.3042711e-7,0.000008752424,0.000015196967,0.10099189],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991691,0.00003563215,0.00010935175,0.00030287905,0.00015803563,0.00022496167],"domain_scores_gemma":[0.99950993,0.000037635593,0.000106763895,0.0001512814,0.00016997127,0.000024396531],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012355534,0.00014895461,0.0001740794,0.00013312207,0.00044101034,0.000092391696,0.0001346441,0.00009565919,0.007863074],"category_scores_gemma":[0.000066664936,0.00016925708,0.000057557067,0.0006892297,0.00016741695,0.0011523088,0.00023265001,0.00010598985,0.000050137744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011383631,0.0003405981,0.6885275,0.000522119,0.00010990031,0.0005968552,0.0016557515,0.00069090206,0.0036530527,0.029901681,0.0008470313,0.27201623],"study_design_scores_gemma":[0.0023529804,0.000041780855,0.1169512,0.000056090466,0.00017238667,0.000012362072,0.008384772,0.013290082,0.00018515775,0.00438268,0.8531114,0.0010591275],"about_ca_topic_score_codex":0.0009931482,"about_ca_topic_score_gemma":0.0002057729,"teacher_disagreement_score":0.85226434,"about_ca_system_score_codex":0.00013639577,"about_ca_system_score_gemma":0.00006954461,"threshold_uncertainty_score":0.9930439},"labels":[],"label_agreement":null},{"id":"W7029615055","doi":"","title":"Labour Community Services and the state of community unionism in Toronto","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Community organization; State (computer science); Community building; Community development; Common ground; Labor relations; Community studies; Community organizing","score_opus":0.015973013240108604,"score_gpt":0.2595701417828443,"score_spread":0.2435971285427357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029615055","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61560273,0.000116259704,9.0326444e-7,0.000112149726,0.00020098772,0.00025832182,0.000071192306,0.000035255758,0.3836022],"genre_scores_gemma":[0.45027313,0.0009517241,0.000010307219,0.00013455938,0.000017147886,0.000001289945,0.000117880896,0.000017691626,0.5484763],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99675155,0.002464444,0.00019343433,0.00010268675,0.00025105412,0.00023684507],"domain_scores_gemma":[0.99887556,0.0003746776,0.00022406514,0.00031878994,0.00013812221,0.000068814195],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010278694,0.00016496933,0.00030202838,0.0000752394,0.0012414146,0.000073834,0.00082782883,0.00015295736,0.004364265],"category_scores_gemma":[0.000024129035,0.00014531615,0.00006337539,0.0005077656,0.00030302588,0.00027855096,0.0002211836,0.00066852994,0.0000020826203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046676266,0.00026631204,0.0025593238,0.00037843702,0.00022648039,0.000011094199,0.52705365,0.000020570486,0.000028749913,0.2695745,0.00010451201,0.19930963],"study_design_scores_gemma":[0.0013975753,0.000035339468,0.14525339,0.00017552609,0.000056387824,5.352277e-8,0.71562654,0.000005773591,0.000011568656,0.0039281785,0.13332987,0.0001797854],"about_ca_topic_score_codex":0.8110804,"about_ca_topic_score_gemma":0.98476994,"teacher_disagreement_score":0.2656463,"about_ca_system_score_codex":0.00025265943,"about_ca_system_score_gemma":0.00012029189,"threshold_uncertainty_score":0.99654585},"labels":[],"label_agreement":null},{"id":"W7029712731","doi":"","title":"Learning from Inuit perspectives on marine governance","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Indigenous; Politics; Hegemony; Circumpolar star; Thematic analysis; Meaning (existential); Traditional knowledge","score_opus":0.018500877357981782,"score_gpt":0.2596498283939582,"score_spread":0.24114895103597644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029712731","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042103477,0.00014532194,0.00000732542,0.0005037977,0.0006066359,0.00011686443,0.000014778386,0.00005765893,0.95644414],"genre_scores_gemma":[0.25036722,0.00031107073,0.00018209626,0.000049405076,0.0003098721,8.292625e-7,0.00029775713,0.00001809433,0.74846363],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985629,0.00021547785,0.00011665927,0.00045818868,0.00042357392,0.00022320315],"domain_scores_gemma":[0.9991772,0.00015073434,0.00020788779,0.00013164693,0.00021763131,0.0001148832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000905017,0.00018392106,0.00019908065,0.000074751435,0.00052341784,0.00012337312,0.0003097032,0.00021892194,0.38856295],"category_scores_gemma":[0.00017954392,0.00023865467,0.00011687745,0.00049468037,0.00007329539,0.00019101625,0.000038175433,0.0004685736,0.00023346793],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012207206,0.00013325908,0.0024253086,0.000018617127,0.0001488061,0.000053640906,0.3243519,0.00007934842,0.000022352096,0.08682018,0.0005109359,0.58531356],"study_design_scores_gemma":[0.00021727917,0.000021984628,0.0131724635,0.00010969123,0.00003785425,1.14785195e-7,0.52272254,0.0000073936662,0.000014190562,0.00018944842,0.46329385,0.00021316663],"about_ca_topic_score_codex":0.005814945,"about_ca_topic_score_gemma":0.06792968,"teacher_disagreement_score":0.5851004,"about_ca_system_score_codex":0.0005933939,"about_ca_system_score_gemma":0.0008685028,"threshold_uncertainty_score":0.9732055},"labels":[],"label_agreement":null},{"id":"W7029737110","doi":"","title":"A Language Engineering Approach to Support the P4 Coding Ecosystem","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"DevOps; Coding (social sciences); Syntax; Software; Software development; Software architecture; Abstract syntax; Software development process","score_opus":0.045426771724461974,"score_gpt":0.23753714117823707,"score_spread":0.1921103694537751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029737110","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010132005,0.00007633966,0.0016317212,0.000040183877,0.0013414494,0.0014339276,0.0011770017,0.0015687209,0.99171746],"genre_scores_gemma":[0.017014109,0.00003604067,0.00058722915,0.000037867427,0.0008126206,0.000015942049,0.00036953812,0.0006561661,0.9804705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952553,0.00020473203,0.00053388614,0.0012601091,0.0015701398,0.0011758258],"domain_scores_gemma":[0.9973244,0.00018573583,0.0004344867,0.0013049755,0.00031199708,0.00043838593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001173496,0.0009142211,0.0010202478,0.0012302132,0.0002852092,0.00026639304,0.0019165713,0.0005563956,0.015789226],"category_scores_gemma":[0.00017052211,0.00084609963,0.000523175,0.0037341737,0.000048064085,0.00025742425,0.0013504783,0.0011106017,0.008032053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004696723,0.00052088965,0.0017696401,0.009322354,0.0056624636,0.011764513,0.019424874,0.02785377,0.0038578776,0.0052382695,0.7465541,0.16756159],"study_design_scores_gemma":[0.0004965105,0.000066418,0.0002022167,0.00047917047,0.0004405627,0.00019953166,0.0047668233,0.0010372318,0.00010110041,6.4815083e-7,0.9912482,0.0009615934],"about_ca_topic_score_codex":0.00058920827,"about_ca_topic_score_gemma":0.000922725,"teacher_disagreement_score":0.24469411,"about_ca_system_score_codex":0.0025466578,"about_ca_system_score_gemma":0.0008108137,"threshold_uncertainty_score":0.999399},"labels":[],"label_agreement":null},{"id":"W7029866364","doi":"","title":"L'intégration des infirmières praticiennes dans les milieux de soins de santé primaires au Canada","year":2011,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Field (mathematics); Public policy; Context (archaeology)","score_opus":0.015049679963414882,"score_gpt":0.20411612261053255,"score_spread":0.18906644264711767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029866364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098053716,0.0005985499,0.009302965,0.00007373519,0.0004227273,0.0008719738,0.00061590265,0.00028811084,0.8897723],"genre_scores_gemma":[0.09833368,0.00013317603,0.006756071,0.000095983756,0.00057826,0.000005720611,0.000086074615,0.0007110645,0.8933],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99436677,0.0011316113,0.0005634498,0.0012101864,0.00064190617,0.002086086],"domain_scores_gemma":[0.9969684,0.00027785162,0.00077510584,0.0008851681,0.00027074554,0.0008227538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00030911734,0.0013404931,0.00094354985,0.00059010024,0.0009792877,0.0001622835,0.0015650295,0.0009344182,0.29640844],"category_scores_gemma":[0.00018444237,0.0015735908,0.0003337625,0.0012763838,0.0015693597,0.00060205377,0.00056307437,0.00079123717,0.00088482554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006333146,0.0007438065,0.55018,0.0016112695,0.0015104172,0.002140088,0.019906133,0.0022324608,0.0075967666,0.026878187,0.03544686,0.35112068],"study_design_scores_gemma":[0.0012552845,0.00022693093,0.1394707,0.0010560368,0.000972216,0.00009334319,0.011093601,0.00087340985,0.002634411,0.0001490012,0.84066254,0.0015125417],"about_ca_topic_score_codex":0.96731824,"about_ca_topic_score_gemma":0.9995111,"teacher_disagreement_score":0.80521566,"about_ca_system_score_codex":0.014149831,"about_ca_system_score_gemma":0.016133275,"threshold_uncertainty_score":0.9999346},"labels":[],"label_agreement":null},{"id":"W7029937183","doi":"","title":"Magnetic monopoles and dyons: The low-energy perspective","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum and Classical Electrodynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique","keywords":"Dyon; Magnetic monopole; Hamiltonian (control theory); Decoupling (probability); Observable; Scattering; Effective field theory; Quantum field theory","score_opus":0.0033319435702435633,"score_gpt":0.1892671007537771,"score_spread":0.18593515718353354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029937183","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016836382,0.0015657491,0.00025467272,0.0003105311,0.0002951078,0.00014571201,0.00005015808,0.000054718625,0.980487],"genre_scores_gemma":[0.23832142,0.00006852448,0.000014068432,0.000032779033,0.000185436,0.000002421183,0.00010275453,0.00003919797,0.7612334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989716,0.000056588156,0.00011610696,0.00043928032,0.00013993095,0.00027653904],"domain_scores_gemma":[0.99952817,0.00005062224,0.00007650361,0.00019282642,0.00006870146,0.00008315814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024181536,0.00030349073,0.00023535381,0.000084767176,0.00018869626,0.0001390946,0.0002727209,0.00012522242,0.018804794],"category_scores_gemma":[0.0000015160806,0.0002484574,0.00015650883,0.0003177604,0.00009978948,0.00008856652,0.000074464646,0.000414246,0.000054984735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006927167,0.00004940501,0.00007013688,0.00005146127,0.00019447114,0.000020678805,0.0010179868,0.0000065182594,0.000109657114,0.7609409,0.0009536744,0.23651585],"study_design_scores_gemma":[0.0011491373,0.00037544974,0.00095788715,0.00051383174,0.0014341405,0.000004070048,0.1543716,0.00640878,0.00048515713,0.15154721,0.6813032,0.0014495408],"about_ca_topic_score_codex":0.00097204803,"about_ca_topic_score_gemma":0.0013072737,"teacher_disagreement_score":0.6803495,"about_ca_system_score_codex":0.00009083178,"about_ca_system_score_gemma":0.00011199051,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W7029947629","doi":"","title":"Markerless motion capture for the hands and fingers","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Motion capture; Thumb; Tracking (education); Motion (physics); Match moving; Motion analysis; Index finger","score_opus":0.01590266122975733,"score_gpt":0.18418508165414618,"score_spread":0.16828242042438885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029947629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018021833,0.0008600408,0.00005101378,0.00050748256,0.0012903601,0.00035496027,0.00013029344,0.000079882695,0.9949238],"genre_scores_gemma":[0.013897274,0.00011649149,0.000015381129,0.00026200866,0.000315674,0.000003700714,0.00049057987,0.000024989164,0.9848739],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942875,0.000013265036,0.00012728426,0.00017875116,0.000108304564,0.00014364037],"domain_scores_gemma":[0.9995945,0.00006858609,0.00010750304,0.00011029096,0.00008315687,0.000035932368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047716545,0.00018340729,0.00014746664,0.000089275556,0.00047105676,0.00071588036,0.00020263765,0.00012160163,0.051348172],"category_scores_gemma":[0.0000025291515,0.0001345231,0.00010008674,0.000058019872,0.00006514063,0.0006347504,0.000041371546,0.00016546041,0.000034032604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037193528,0.000014355526,0.000035739486,0.0018772427,0.00032074322,0.000006348557,0.1348485,0.000015834645,0.0000012763455,0.38358137,0.061834227,0.4170924],"study_design_scores_gemma":[0.00026683795,0.0000135309,0.000050783885,0.00009975823,0.00017365681,4.5792342e-7,0.1195167,0.00073560665,0.0000047717376,0.0003514801,0.8786296,0.00015680084],"about_ca_topic_score_codex":0.00022479086,"about_ca_topic_score_gemma":0.0039862986,"teacher_disagreement_score":0.8167954,"about_ca_system_score_codex":0.000023936323,"about_ca_system_score_gemma":0.000030196894,"threshold_uncertainty_score":0.94951904},"labels":[],"label_agreement":null},{"id":"W7029966910","doi":"","title":"MANAGING RISK: EXPLORING HOW SIMULATION OF HIGH-ACUITY, LOW-OPPORTUNITY EVENTS CAN TRANSFER TO SAFE TRAINEE ENTRUSTMENT IN THE OPERATING ROOM","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Window (computing); Replication (statistics); Subspecialty; Qualitative analysis; Simulation training","score_opus":0.05222851034414945,"score_gpt":0.2864251465780886,"score_spread":0.23419663623393916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029966910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97755474,0.00004121676,0.0017578498,0.0021124154,0.00072689686,0.002141805,0.000119479606,0.000049187405,0.015496392],"genre_scores_gemma":[0.96029663,0.000044420973,0.00023527138,0.00027175352,0.00011275696,0.000023910805,0.00090193853,0.00003676513,0.03807657],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977221,0.0003733257,0.00047853298,0.00051979185,0.0005507795,0.0003554591],"domain_scores_gemma":[0.99844,0.00038522965,0.00014953475,0.00046066137,0.00035726887,0.00020728579],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033040688,0.000362922,0.0005301678,0.00067118224,0.00022521205,0.0000308763,0.00030349172,0.00022658853,0.004752154],"category_scores_gemma":[0.000112102985,0.00036554426,0.00015730421,0.0011539947,0.000014674752,0.0001981781,0.00003353033,0.0005897006,0.0000032545731],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013189728,0.00064704963,0.12105882,0.0046864348,0.00043224933,0.000123417,0.075908266,0.3628226,0.00017891379,0.0011990053,0.00011395749,0.43151033],"study_design_scores_gemma":[0.007921586,0.00070442236,0.6464671,0.008137139,0.0016262218,0.0000037738857,0.30126882,0.021533454,0.0021646668,0.00028267532,0.008511601,0.0013785897],"about_ca_topic_score_codex":0.0021342812,"about_ca_topic_score_gemma":0.004413426,"teacher_disagreement_score":0.52540827,"about_ca_system_score_codex":0.00082596845,"about_ca_system_score_gemma":0.00073622697,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W7030031261","doi":"","title":"Mapping Health on the Internet","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Strong","keywords":"Situated; The Internet; Software; Geographic information system; Public health; GIS and public health; Focus (optics); Focus group","score_opus":0.023558498393037135,"score_gpt":0.23633874147038625,"score_spread":0.2127802430773491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030031261","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011567479,0.0003612776,0.000049834838,0.0012331156,0.00047467498,0.00071811816,0.00014769785,0.00019242041,0.98525536],"genre_scores_gemma":[0.029032532,0.00015468152,0.00008717685,0.0015799112,0.00013780667,0.000001877227,0.0012286252,0.000059434376,0.96771795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830234,0.00016572764,0.00024081806,0.0005329127,0.00038288478,0.00037532125],"domain_scores_gemma":[0.99873,0.000079253216,0.0002856958,0.00059069,0.000087684806,0.00022669199],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000114193856,0.000348694,0.0004990548,0.00022502834,0.00012336374,0.000041092444,0.00042478458,0.00017693266,0.1547031],"category_scores_gemma":[0.000037984428,0.00029312598,0.00022767858,0.00050481496,0.000051575662,0.00007585438,0.000073028874,0.0005821036,0.0010616784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010207511,0.0003355034,0.0032018055,0.001040947,0.00063895056,0.00069970905,0.0029377523,0.000006424179,0.000039652048,0.0024626912,0.24739416,0.7402217],"study_design_scores_gemma":[0.00085555366,0.00018717024,0.010652237,0.0011329537,0.000061442915,0.000007515514,0.004606621,0.000118745986,0.00003689967,0.000014069416,0.9820554,0.00027136938],"about_ca_topic_score_codex":0.000159777,"about_ca_topic_score_gemma":0.0005358371,"teacher_disagreement_score":0.7399503,"about_ca_system_score_codex":0.0003843005,"about_ca_system_score_gemma":0.00016533965,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W7030081420","doi":"","title":"Let the past go: A life history","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Explication; Narrative; Autonomy; Competence (human resources); Meaning (existential); Action (physics); Social relation; Situational ethics","score_opus":0.013866639373383453,"score_gpt":0.14846953339577348,"score_spread":0.13460289402239003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030081420","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010540272,0.0013398917,0.00025614162,0.001967552,0.00016203983,0.00007413261,0.000007025285,0.00032885524,0.99481034],"genre_scores_gemma":[0.4986892,0.00038663618,0.00022524502,0.009112447,0.00071115734,0.0000013760928,0.000014373491,0.000077055374,0.4907825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950475,0.000013939689,0.000070751776,0.00013905962,0.000102648126,0.00016886008],"domain_scores_gemma":[0.99964315,0.00001743355,0.000017735132,0.00014949152,0.00001362019,0.00015859738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016768356,0.00012283152,0.00010873684,0.000011030072,0.000036450732,0.000009882227,0.0003209417,0.000054243912,0.024274236],"category_scores_gemma":[0.0000046233117,0.00011307531,0.00006557793,0.00015317585,0.00004588238,0.00008392372,0.000080213606,0.00018506957,0.0002532284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008792014,0.0000088516335,0.00040706006,0.0003024139,0.00007506902,0.00006893492,0.00057608343,0.00024706844,0.0031851241,0.00015007953,0.987916,0.007054501],"study_design_scores_gemma":[0.0002701476,0.000011291795,0.000031777403,0.000029308248,0.000033914115,0.0000018749224,0.00038448692,0.0005354575,0.0016623097,0.000001949576,0.9968912,0.00014626994],"about_ca_topic_score_codex":0.0000049453215,"about_ca_topic_score_gemma":0.0000031276338,"teacher_disagreement_score":0.50402784,"about_ca_system_score_codex":0.0001211847,"about_ca_system_score_gemma":0.000025368263,"threshold_uncertainty_score":0.9766177},"labels":[],"label_agreement":null},{"id":"W7030098248","doi":"","title":"Migrating to Ethernet-Based Centralized Automotive Architectures","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Automotive industry; Ethernet; Electronic control unit; Software; Process (computing); Automotive electronics; Industrial Ethernet; State (computer science); AUTOSAR; Workbench","score_opus":0.007922909814678844,"score_gpt":0.21242969562429143,"score_spread":0.20450678580961257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030098248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009008442,0.00094562984,0.35612717,0.0023173685,0.0027925905,0.0017182452,0.000049579307,0.0062468355,0.6207941],"genre_scores_gemma":[0.026658243,0.000011173081,0.068743765,0.00045503356,0.0001329036,0.000007927452,0.00013274068,0.000110507935,0.9037477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976931,0.00013617297,0.00025337472,0.0009821969,0.0004026059,0.00053255237],"domain_scores_gemma":[0.99874717,0.000101777296,0.00018758715,0.00063716137,0.00017560895,0.00015069907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009039768,0.0004806956,0.00038796506,0.00063714257,0.00016905995,0.0003383911,0.001957389,0.00039955534,0.008823394],"category_scores_gemma":[0.000050527786,0.00050888216,0.00020140881,0.0021720699,0.00004688547,0.00013896986,0.00033172735,0.00059195654,0.00046571036],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077385026,0.00005500342,0.00008861535,0.00031312206,0.00019324574,0.0003280213,0.00435512,0.014059874,0.00031794826,0.011029364,0.0083389785,0.9608433],"study_design_scores_gemma":[0.001355314,0.00041934458,0.0006430826,0.0018743739,0.00023608138,0.000008755213,0.004095314,0.08559045,0.019390937,0.0037147866,0.8803916,0.002279956],"about_ca_topic_score_codex":0.00010764494,"about_ca_topic_score_gemma":0.0009259018,"teacher_disagreement_score":0.9585634,"about_ca_system_score_codex":0.0003446601,"about_ca_system_score_gemma":0.0002909744,"threshold_uncertainty_score":0.99973625},"labels":[],"label_agreement":null},{"id":"W7030108677","doi":"","title":"The Message of the Jerusalem Council in the Acts of the Apostles: A Linguistic Stylistic Analysis","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Judaism; Meaning (existential); Legitimacy; Value (mathematics); Ideology; Judgement; Linguistic analysis; Pulpit; Negotiation; Torah","score_opus":0.038241203296298064,"score_gpt":0.22156692729588306,"score_spread":0.183325723999585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030108677","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012638439,0.00044829212,0.0000043034993,0.00025289398,0.0006078055,0.00037278092,0.000112725866,0.000012038128,0.9855507],"genre_scores_gemma":[0.58934814,0.000113484944,9.4772776e-7,0.00010122824,0.000058157275,0.0000025787356,0.000020517402,0.000013425327,0.41034153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985023,0.00023432699,0.0002991474,0.00019700373,0.00057931466,0.00018787575],"domain_scores_gemma":[0.99823534,0.00051951123,0.0004247965,0.00039735207,0.000406534,0.000016445652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029721952,0.00018804452,0.00030149968,0.00009603934,0.0005498087,0.0001041313,0.001007131,0.000086738684,0.0053129913],"category_scores_gemma":[0.00022314965,0.000085655316,0.00039243198,0.0009988955,0.000326617,0.00004554944,0.00012887268,0.00031590555,0.000009906448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064187654,0.00026578063,0.0025786387,0.0008980229,0.003937188,0.000015588574,0.3920276,0.00038356282,0.00003171905,0.5615186,0.012148972,0.025552452],"study_design_scores_gemma":[0.00021453225,0.000042462674,0.008188428,0.00022635715,0.0012769446,1.03378646e-7,0.10714307,0.00025588268,0.000011028665,0.0003863331,0.88212246,0.00013243356],"about_ca_topic_score_codex":0.0021951855,"about_ca_topic_score_gemma":0.22043565,"teacher_disagreement_score":0.8699735,"about_ca_system_score_codex":0.00013151138,"about_ca_system_score_gemma":0.00013069643,"threshold_uncertainty_score":0.9955963},"labels":[],"label_agreement":null},{"id":"W7030118770","doi":"","title":"Method and Implementation of Geometric Optimization and Salt Selection of Molten Salt Reactors.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering; McMaster University","keywords":"Probabilistic logic; Scope (computer science); Modularity (biology); Molten salt; Heat exchanger; Selection (genetic algorithm); Molten salt reactor; Power (physics); Cabin pressurization","score_opus":0.007712751788159025,"score_gpt":0.21617954280784984,"score_spread":0.20846679101969082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030118770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7033688,0.00085615437,0.08599539,0.000012868548,0.001476296,0.0015946846,0.0002450676,0.0014753882,0.20497535],"genre_scores_gemma":[0.9718588,0.0016682502,0.011504887,0.000002155683,0.00008624003,0.000002262569,0.00045689574,0.000293046,0.014127491],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939704,0.000016072354,0.00017765845,0.0001669956,0.00011711241,0.00012510916],"domain_scores_gemma":[0.9996694,0.000038057013,0.00011193313,0.000068978254,0.00006597314,0.00004567883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005376066,0.00016696495,0.00025730504,0.00046344014,0.000025115163,0.000015188625,0.00006226815,0.00013117222,0.0008396985],"category_scores_gemma":[0.0000032736127,0.00020941065,0.000038813647,0.0008910261,0.000008688392,0.00016010733,0.000022821549,0.00012542933,0.0000011615112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007213582,0.000032241773,0.0021759428,0.003672582,0.00069249776,0.0000065249383,0.002387732,0.20656906,0.040713187,0.0014978662,0.00025443351,0.7419258],"study_design_scores_gemma":[0.0069273883,0.0010612893,0.13158503,0.0017224103,0.0027966392,0.000020678313,0.028545015,0.6400536,0.112874426,0.0003876737,0.07012857,0.003897296],"about_ca_topic_score_codex":0.0003135229,"about_ca_topic_score_gemma":0.00015007769,"teacher_disagreement_score":0.73802847,"about_ca_system_score_codex":0.00006089296,"about_ca_system_score_gemma":0.000015061451,"threshold_uncertainty_score":0.91941094},"labels":[],"label_agreement":null},{"id":"W7030131493","doi":"","title":"Minutes of Meeting: Faculty of Business Graduate Curriculum and Policy Committee, December 9, 2010","year":2010,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Council on Graduate Studies, Council of Ontario Universities","keywords":"Curriculum; Graduate students","score_opus":0.06045229292005211,"score_gpt":0.30866570872403293,"score_spread":0.24821341580398082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030131493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02466224,0.00012620566,0.000014673732,0.0018613064,0.001136327,0.00030049402,0.000094303505,0.0000416555,0.9717628],"genre_scores_gemma":[0.03286056,0.0023546354,0.0013825906,0.00005058792,0.0004714584,0.0000013198519,0.00011592981,0.00003186111,0.96273106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789214,0.00019708915,0.00038088072,0.000334223,0.0008597408,0.00033590425],"domain_scores_gemma":[0.99694014,0.00013284983,0.00071738905,0.00021046736,0.0018076189,0.00019153612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061931805,0.0002650228,0.0005770166,0.0003213331,0.00033724657,0.00004177456,0.0004938665,0.00054220477,0.009228628],"category_scores_gemma":[0.00062887755,0.00028392088,0.00013517849,0.0013449527,0.0008357656,0.00017790028,0.00023534126,0.0004071299,0.0000075843295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006615235,0.0009833736,0.21085326,0.0019659947,0.0008324306,0.000053995474,0.080462106,0.0000059483427,0.00023830713,0.02507334,0.27354896,0.40591612],"study_design_scores_gemma":[0.00028158037,0.000012018642,0.019539844,0.00021421295,0.00009650378,0.000001737515,0.012696135,8.845212e-7,0.00004176738,0.000188575,0.9666409,0.00028587595],"about_ca_topic_score_codex":0.050796095,"about_ca_topic_score_gemma":0.029222304,"teacher_disagreement_score":0.6930919,"about_ca_system_score_codex":0.00022359344,"about_ca_system_score_gemma":0.0030655975,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W7030145936","doi":"","title":"“National Métis Health Data Strategy and Principles”","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.302168832991867,"score_gpt":0.40866544637938623,"score_spread":0.10649661338751926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030145936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010376364,0.0005094692,0.007553764,0.008772099,0.00053263066,0.00043066105,0.00021997181,0.0002633152,0.98068047],"genre_scores_gemma":[0.0781363,0.00070344104,0.0018040317,0.0045907036,0.00055769767,0.0000029231715,0.0004396464,0.000028668248,0.9137366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984954,0.00022703013,0.00031065196,0.00028730815,0.0002832249,0.00039640244],"domain_scores_gemma":[0.9991347,0.00022825782,0.00009444291,0.00020630003,0.00006532699,0.00027094482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096646865,0.000104167935,0.00015429927,0.00013002285,0.0006384992,0.000030113195,0.00024969093,0.00012377067,0.040327482],"category_scores_gemma":[0.00005783792,0.000098606986,0.00001649166,0.0003115612,0.000050945047,0.00051124603,0.00037791723,0.00052814337,0.00043687076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041465468,0.00001778858,0.0021941164,0.0019864782,0.000034011246,0.000022627397,0.0020104705,0.000032054526,0.0000018537368,0.2221719,0.08653943,0.6849478],"study_design_scores_gemma":[0.00035888987,0.00005118962,0.0026028322,0.0003531669,0.000008011539,0.0000031715624,0.002103579,0.021912368,1.6893328e-7,0.00026400972,0.97225463,0.00008796931],"about_ca_topic_score_codex":0.0002762781,"about_ca_topic_score_gemma":0.0004646325,"teacher_disagreement_score":0.8857152,"about_ca_system_score_codex":0.00026042835,"about_ca_system_score_gemma":0.0012321437,"threshold_uncertainty_score":0.9605498},"labels":[],"label_agreement":null},{"id":"W7030156718","doi":"","title":"Macroporous Hydrogels for Tissue Engineering and Wound Care","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University; California HIV/AIDS Research Program","keywords":"Self-healing hydrogels; Wound care; Fusidic acid; Wound healing; Wound dressing; Antimicrobial; Drug delivery; Context (archaeology)","score_opus":0.01324088748659979,"score_gpt":0.24653080121655996,"score_spread":0.23328991372996016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030156718","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6660333,0.0028798617,0.00020326869,0.00017084426,0.001864379,0.0033151896,0.00032836897,0.0008371406,0.32436764],"genre_scores_gemma":[0.0491004,0.00011462356,0.0011100227,0.00002186848,0.00015660842,0.000007062525,0.0016302568,0.00010688492,0.9477523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990528,0.000009372957,0.00013035162,0.00038890282,0.00014046156,0.0002780634],"domain_scores_gemma":[0.99946505,0.00004735769,0.00007138255,0.0001671718,0.00009515558,0.00015388276],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024190338,0.0002705316,0.00037741504,0.00018502829,0.00012967331,0.000031993986,0.000072681556,0.0002943727,0.0016890257],"category_scores_gemma":[0.000011677908,0.00029544203,0.000092917304,0.00020290047,0.000015533748,0.000047818303,0.000023521608,0.0001871345,0.00004876195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014162033,0.00014419317,0.0028944702,0.009734163,0.0013957231,0.0021880018,0.008774315,0.000086382905,0.0012027739,0.0007083189,0.0012741829,0.9701813],"study_design_scores_gemma":[0.0042998143,0.00061084947,0.0024703192,0.0009637207,0.0014553409,0.000037335903,0.012019104,0.00010746858,0.0019838107,0.000034590368,0.97549474,0.00052290584],"about_ca_topic_score_codex":0.00023390465,"about_ca_topic_score_gemma":0.00058529305,"teacher_disagreement_score":0.9742206,"about_ca_system_score_codex":0.00021749106,"about_ca_system_score_gemma":0.000095683,"threshold_uncertainty_score":0.99994975},"labels":[],"label_agreement":null},{"id":"W7030213830","doi":"","title":"More Than Mere Consent: A Novel Theory of Sexual Permission","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mainstream; Pornography; Normative; Face (sociological concept); Sexual ethics; Sexual attraction; Human sexuality; Morality","score_opus":0.04044474170576178,"score_gpt":0.3029460708010211,"score_spread":0.2625013290952593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030213830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29710907,0.0007926191,0.00006935594,0.000087530185,0.0020145522,0.0003871933,0.00021907521,0.00029510047,0.6990255],"genre_scores_gemma":[0.06716887,0.000015500533,0.000075904565,0.000039494524,0.00009089288,0.0000036747292,0.00048986,0.000092804665,0.932023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978279,0.00017187321,0.0003682722,0.0009082075,0.00028647482,0.00043729547],"domain_scores_gemma":[0.9985807,0.00015078999,0.00031107911,0.0007026914,0.00012700596,0.00012776886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014768106,0.00049536815,0.00061542017,0.00055710296,0.00010507547,0.00002789849,0.00070533657,0.0011885143,0.10913122],"category_scores_gemma":[0.000022497328,0.0005184116,0.0001892885,0.0006570161,0.0002674864,0.000085292195,0.00016062739,0.00080206065,0.00025824492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024270907,0.001256674,0.004078497,0.0014699245,0.0014809901,0.001423501,0.040925693,0.0000019522429,0.01514263,0.33069393,0.0066904216,0.5944087],"study_design_scores_gemma":[0.0023825436,0.00061794807,0.006813824,0.0005422425,0.0019709708,0.00008786097,0.3835084,0.000009971342,0.0015335745,0.001027661,0.600389,0.0011159955],"about_ca_topic_score_codex":0.0007540848,"about_ca_topic_score_gemma":0.0015405254,"teacher_disagreement_score":0.59369856,"about_ca_system_score_codex":0.00010894872,"about_ca_system_score_gemma":0.00018791427,"threshold_uncertainty_score":0.9997268},"labels":[],"label_agreement":null},{"id":"W7030246495","doi":"","title":"Multifunctional Liquid-Infused Surface Coatings to Prevent Implant-Associated-Infections","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Biofilm; Implant; Debridement (dental); Medical device; Antibiotics; Layer (electronics); Extracellular matrix","score_opus":0.020010216912380238,"score_gpt":0.20543250432191945,"score_spread":0.1854222874095392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030246495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10171052,0.000015905272,0.000017584069,0.00032578182,0.0035277326,0.0005551092,0.000617194,0.0006901469,0.89254004],"genre_scores_gemma":[0.015273198,0.000019298723,0.000020681637,0.0004071365,0.00028724957,0.0000044070407,0.0024282478,0.00006004025,0.98149973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855256,0.000057627996,0.00035323945,0.0003385211,0.00033715443,0.0003608671],"domain_scores_gemma":[0.9989178,0.00010864416,0.00033930907,0.00018813889,0.00028762853,0.0001584423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008892336,0.0003426732,0.0003307686,0.00025001113,0.0008107394,0.00041950273,0.00034717898,0.00021360902,0.1403022],"category_scores_gemma":[0.000020156353,0.00036592444,0.00020871054,0.00028251353,0.000035512774,0.0009234405,0.000115328214,0.0002919764,0.0016518882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016102793,0.00096691865,0.0002909956,0.0012570199,0.0016120791,0.000088405744,0.291784,0.002876412,0.00025521443,0.111983,0.5557348,0.03154084],"study_design_scores_gemma":[0.00041841585,0.0002604224,0.00015695833,0.00018881445,0.000106162435,8.3443314e-7,0.059809323,0.000112279035,0.00013038437,0.000041400705,0.93834686,0.00042816842],"about_ca_topic_score_codex":0.0018154258,"about_ca_topic_score_gemma":0.03570798,"teacher_disagreement_score":0.382612,"about_ca_system_score_codex":0.00017344792,"about_ca_system_score_gemma":0.00014305476,"threshold_uncertainty_score":0.9998793},"labels":[],"label_agreement":null},{"id":"W7030301639","doi":"","title":"The New Sponsor States: Economic Nationalism &amp; Venture Capital in Quebec and Scotland, 1990-2017","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Government (linguistics); Investment (military); Capital (architecture); Debt; Public policy; Work (physics)","score_opus":0.012535928206277731,"score_gpt":0.24978710084562583,"score_spread":0.2372511726393481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030301639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13962878,0.0010747883,0.0000052588616,0.0016566688,0.0012654582,0.00041605288,0.00015869795,0.000027402146,0.8557669],"genre_scores_gemma":[0.03168266,0.00053294544,0.000010149493,0.000029594858,0.0003173777,0.0000010444984,0.00009475201,0.00001303301,0.9673184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881214,0.00013617797,0.00015896159,0.00030907217,0.00022517433,0.0003584493],"domain_scores_gemma":[0.999141,0.00016125684,0.00026947487,0.00020641267,0.00003576952,0.00018609586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020468334,0.00018086008,0.00022720636,0.000054453627,0.0007545974,0.000370498,0.00053685403,0.0002688993,0.004321019],"category_scores_gemma":[0.00007545247,0.00016542358,0.000078336125,0.000056657722,0.00018909434,0.00036348365,0.000040196857,0.00024002495,0.000104226514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049617916,0.000050479524,0.007846313,0.00014293424,0.00017367591,0.00013755517,0.038309935,0.000027214373,0.000009212643,0.719762,0.040175844,0.19286862],"study_design_scores_gemma":[0.00040112584,0.000007464411,0.0149346115,0.00013677793,0.000019362198,6.196144e-7,0.0055899573,0.0000030579808,0.0000015182666,0.0015634622,0.97714394,0.00019810327],"about_ca_topic_score_codex":0.5838498,"about_ca_topic_score_gemma":0.97744215,"teacher_disagreement_score":0.9369681,"about_ca_system_score_codex":0.00055707054,"about_ca_system_score_gemma":0.00078141084,"threshold_uncertainty_score":0.9965892},"labels":[],"label_agreement":null},{"id":"W7030337611","doi":"","title":"Mitigating Disruption Risks in Supply Chain Financing and Railway Transportation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Supply chain; Hedge; Portfolio; Bankruptcy; Trade credit; Stochastic programming; Trade finance; Risk management","score_opus":0.011999514167755805,"score_gpt":0.21768779662732607,"score_spread":0.20568828245957027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030337611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8070994,0.0005123982,0.00012503084,0.0002369428,0.0007624818,0.0006739989,0.000014305604,0.00016402194,0.19041143],"genre_scores_gemma":[0.8272582,0.00021978549,0.00011987928,0.00014983921,0.0002921739,0.000007864131,0.0008329377,0.00006259108,0.1710567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984142,0.000017491662,0.00030518134,0.00063708815,0.00026968107,0.00035635632],"domain_scores_gemma":[0.9995261,0.000030046644,0.00022378004,0.0001509298,0.00004918636,0.000019975803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017743875,0.0003584414,0.0003174617,0.00076347525,0.0001726585,0.00029091624,0.0002285774,0.00023642446,0.005424128],"category_scores_gemma":[0.000013143636,0.00038704727,0.00011289935,0.0009832117,0.000039914703,0.0009488055,0.000047657737,0.00038254715,0.000112201604],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024519832,0.00008218644,0.04376805,0.0039369185,0.00008821827,0.0007231002,0.003416165,0.0017988809,0.000209734,0.014444929,0.0009514142,0.9303352],"study_design_scores_gemma":[0.0030640396,0.00006160875,0.37542185,0.005275363,0.00097613083,0.0000024307706,0.10979512,0.028697368,0.00015286107,0.004223171,0.47008047,0.0022496],"about_ca_topic_score_codex":0.00402984,"about_ca_topic_score_gemma":0.021543551,"teacher_disagreement_score":0.9280856,"about_ca_system_score_codex":0.000108444154,"about_ca_system_score_gemma":0.000029326551,"threshold_uncertainty_score":0.99985814},"labels":[],"label_agreement":null},{"id":"W7030370092","doi":"","title":"Modelling Water Balance Components in Reconstructed Ecosystems and their Sensity to Climate Change in the Athabasca Oil Sands Region","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climate change; Water balance; Ecosystem; Vegetation (pathology); Effects of global warming","score_opus":0.04468819324306691,"score_gpt":0.20481317426722004,"score_spread":0.16012498102415312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030370092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94016874,0.0004070625,0.000002479443,0.00016218072,0.00054128084,0.00026011904,0.0007024253,0.000025998883,0.057729695],"genre_scores_gemma":[0.98232675,0.0014447676,0.000014128006,0.00016252304,0.00014702871,0.0000013452124,0.0050719446,0.000014851226,0.010816676],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998578,0.00016643772,0.00021128946,0.0004792909,0.00013980399,0.00042518257],"domain_scores_gemma":[0.9995872,0.00006485352,0.000059615028,0.00017993542,0.000025078672,0.00008331824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020133014,0.00029551,0.0003582867,0.0002926868,0.00012125566,0.00012492131,0.00025935218,0.00021488187,0.0052262056],"category_scores_gemma":[0.0000012607776,0.0002049154,0.000066575885,0.00040955804,0.000023249959,0.00022881378,0.00003551074,0.00035280525,0.00010755772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010899253,0.000043115706,0.69885474,0.0018451653,0.00005542898,0.0014365226,0.0871078,0.0011338022,0.00016917393,0.000038366717,0.00018088834,0.20804505],"study_design_scores_gemma":[0.0030426527,0.00034174326,0.2234471,0.008085397,0.00019274732,0.0003170481,0.09749446,0.48950088,0.0002308639,0.00022244155,0.17439362,0.0027310324],"about_ca_topic_score_codex":0.022921527,"about_ca_topic_score_gemma":0.4172071,"teacher_disagreement_score":0.48836708,"about_ca_system_score_codex":0.00002631119,"about_ca_system_score_gemma":0.00001092744,"threshold_uncertainty_score":0.99568313},"labels":[],"label_agreement":null},{"id":"W7031895761","doi":"","title":"Abelian Monoids","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forest Ecology and Conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Abelian group; Factorization; Elementary abelian group; Complete lattice; Algebra over a field; Lattice (music)","score_opus":0.016155907114354752,"score_gpt":0.19414015276699528,"score_spread":0.17798424565264054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031895761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4462424,0.00007886777,3.4092977e-7,0.00019422318,0.00032908516,0.00013211402,0.000026040772,0.000078003075,0.5529189],"genre_scores_gemma":[0.08399076,0.000024954441,0.000029444165,0.000119870325,0.00013858917,0.0000012609197,0.001160225,0.0000017995578,0.9145331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914044,0.000065224536,0.00011641891,0.0003120456,0.00014290195,0.0002229805],"domain_scores_gemma":[0.99956125,0.00003483724,0.00012362012,0.00005213989,0.00012183599,0.00010631143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000666476,0.00019205891,0.00019040983,0.000023618819,0.00017878054,0.000034865578,0.00034268867,0.00042283055,0.09838467],"category_scores_gemma":[0.000010965069,0.00009632806,0.00009434769,0.0004063791,0.00003001834,0.000154987,0.000037797236,0.00021473854,0.00039954524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026607068,0.00006385169,0.005844718,0.000022324584,0.000051254916,0.00005391137,0.00017729006,0.000003989577,0.0023156283,0.0012168161,0.012150685,0.97783345],"study_design_scores_gemma":[0.00021756758,0.00016535995,0.06628138,0.000033025768,0.000058138623,0.0000015382305,0.002601549,0.000022539514,0.00013770275,0.00094326644,0.9292472,0.00029074107],"about_ca_topic_score_codex":0.0004091588,"about_ca_topic_score_gemma":0.024425033,"teacher_disagreement_score":0.9775427,"about_ca_system_score_codex":0.00007422544,"about_ca_system_score_gemma":0.000037572525,"threshold_uncertainty_score":0.9933767},"labels":[],"label_agreement":null},{"id":"W7032813411","doi":"","title":"An Oblique Blackness: Reading Racial Formation in the Aesthetics of George Elliott Clarke, Dionne Brand, and Wayde Compton","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetics; Citizenship; Narrative; Ethnic group; Racism; Epithet; George (robot); Relation (database); Reading (process)","score_opus":0.01466669016130944,"score_gpt":0.2619615626162119,"score_spread":0.24729487245490245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032813411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84802437,0.00010825932,0.00040117698,0.00015392297,0.00008961862,0.00077589566,0.000014779681,0.000024258694,0.15040773],"genre_scores_gemma":[0.9068134,0.0005145944,0.00013149319,0.000060014252,0.000074208816,0.0000035709809,0.0005075022,0.000027744089,0.091867514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879414,0.00020305136,0.0002579414,0.00023806324,0.00027394888,0.00023285324],"domain_scores_gemma":[0.99927,0.00005293141,0.00016411014,0.00022695908,0.00019644565,0.00008955504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021371743,0.00020241232,0.00035009076,0.000432402,0.00013612537,0.00005962052,0.0001723081,0.0003147203,0.0040751635],"category_scores_gemma":[0.000014223909,0.00016603751,0.000087857756,0.0005752726,0.00008017426,0.00042255933,0.00002974898,0.00050096994,0.000016366072],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003968788,0.001184806,0.012010746,0.003163258,0.00022094298,0.00034643046,0.024360476,0.00009781685,0.03273473,0.008725806,0.0014442523,0.911742],"study_design_scores_gemma":[0.022919279,0.006156516,0.15797295,0.0058614924,0.0017358419,0.00056428305,0.16691248,0.02085385,0.042111583,0.001331975,0.57098204,0.0025976787],"about_ca_topic_score_codex":0.0006097919,"about_ca_topic_score_gemma":0.002140309,"teacher_disagreement_score":0.9091443,"about_ca_system_score_codex":0.000099595076,"about_ca_system_score_gemma":0.00006124156,"threshold_uncertainty_score":0.99683523},"labels":[],"label_agreement":null},{"id":"W7032818632","doi":"","title":"Offline-Online Multiple Agile Satellite Scheduling using Learning and Evolutionary Optimization","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban and spatial planning","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scheduling (production processes); Markov decision process; Agile software development; Job shop scheduling; Schedule; Optimization problem; Dynamic priority scheduling","score_opus":0.016265771330470063,"score_gpt":0.21277100125712053,"score_spread":0.19650522992665048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032818632","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7376693,0.0007332477,0.006964464,0.000045142515,0.00090664206,0.00070548424,0.000071857045,0.0005638668,0.25234002],"genre_scores_gemma":[0.05567332,0.00044846153,0.031880375,0.000032227243,0.00015363914,7.313662e-7,0.0022544742,0.00011232739,0.90944445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987245,0.00007496546,0.0001878184,0.00048451894,0.00024540588,0.00028276275],"domain_scores_gemma":[0.9995137,0.000064171356,0.00018826632,0.0000990648,0.000021657119,0.000113147806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006588789,0.00025917013,0.00022776019,0.00013019607,0.00033537348,0.00004978095,0.00016042926,0.00024999637,0.023219068],"category_scores_gemma":[0.00003603421,0.00031483,0.00006832461,0.00043781442,0.0000624771,0.0002973235,0.00016145672,0.0003764103,0.00012089728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016518722,0.000047202026,0.086143635,0.0000901803,0.000053102423,0.00010077268,0.0010253645,0.80812263,0.0018952172,0.000006371015,0.00008555286,0.10226479],"study_design_scores_gemma":[0.000876524,0.00007444795,0.020301122,0.00031548514,0.00017372977,0.0000076158026,0.009170191,0.872473,0.000086206666,0.00001634841,0.09574603,0.00075928547],"about_ca_topic_score_codex":0.0008337463,"about_ca_topic_score_gemma":0.0014493121,"teacher_disagreement_score":0.6819959,"about_ca_system_score_codex":0.00023299934,"about_ca_system_score_gemma":0.000024503252,"threshold_uncertainty_score":0.9999304},"labels":[],"label_agreement":null},{"id":"W7032866612","doi":"","title":"Organizing a Care System for Older Adults in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Qualitative research; MEDLINE; Primary care; Older people","score_opus":0.007486865347412113,"score_gpt":0.15809050809547134,"score_spread":0.15060364274805924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032866612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011904952,0.000781046,0.00023481577,0.000014830185,0.00063250476,0.00040861857,0.00011930309,0.00010752367,0.99651086],"genre_scores_gemma":[0.059715807,0.000008047653,0.00057295646,0.00003896892,0.00011881075,4.4084226e-7,0.0003802076,0.000026591935,0.9391382],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989341,0.00009414205,0.00012026083,0.00043860983,0.00006719939,0.00034571608],"domain_scores_gemma":[0.9995654,0.00005382483,0.00011522043,0.00016289257,0.00002316534,0.000079450954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046225083,0.0002260654,0.00033247043,0.00021182773,0.000080232785,0.000008752874,0.00031173948,0.0004982899,0.19110152],"category_scores_gemma":[0.0000039636097,0.00022701558,0.00007397241,0.0001488117,0.000073069794,0.000050323997,0.000019447798,0.0002196252,0.00043342437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030622262,0.000014041035,0.88385385,0.0005189191,0.00007908502,0.00014114141,0.0010186615,0.00004617252,3.2901812e-7,0.00019408744,0.016311806,0.097515695],"study_design_scores_gemma":[0.0011200955,0.00007111831,0.14901617,0.0003672201,0.000036142297,0.000012794628,0.002329515,0.00008343949,4.790039e-7,0.0000028435322,0.8467028,0.00025735726],"about_ca_topic_score_codex":0.12172305,"about_ca_topic_score_gemma":0.9693537,"teacher_disagreement_score":0.8476306,"about_ca_system_score_codex":0.00007771874,"about_ca_system_score_gemma":0.00012656109,"threshold_uncertainty_score":0.9257427},"labels":[],"label_agreement":null},{"id":"W7032909243","doi":"","title":"Organ donation after death determination by circulatory criteria: Evaluation of two controversial practices","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Donation; Organ donation; Heparin; Dosing; Health care; Administration (probate law); Clinical trial; Healthcare system","score_opus":0.017074503529327902,"score_gpt":0.2502255664827511,"score_spread":0.23315106295342322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032909243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6534977,0.00022946732,0.000098259625,0.00009434061,0.0012214611,0.0006556902,0.0001507746,0.000066182314,0.34398612],"genre_scores_gemma":[0.8545756,0.000029515511,0.00021769058,0.00010181781,0.00006323181,0.0000051042653,0.0008709727,0.00003844493,0.14409763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978547,0.00030085532,0.0002477515,0.0006175245,0.0007057393,0.00027339454],"domain_scores_gemma":[0.9989858,0.00005051386,0.0005523421,0.00020906981,0.000112501744,0.00008972703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038054198,0.00029627595,0.00029549093,0.00017199795,0.00013102044,0.00007323857,0.00034488182,0.00034755425,0.24891493],"category_scores_gemma":[0.000047975544,0.00034966654,0.00013409124,0.00034466787,0.00010437845,0.0009159953,0.00015839213,0.00026758082,0.0006354078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005986937,0.0015840896,0.08960164,0.0021931198,0.001671142,0.0006982948,0.025527574,0.0018609962,0.19244353,0.0011234842,0.08266403,0.59464514],"study_design_scores_gemma":[0.01850235,0.0014143687,0.077616684,0.00085952476,0.014067796,0.00005212921,0.023406914,0.10993284,0.056641694,0.004529151,0.6883219,0.004654626],"about_ca_topic_score_codex":0.0011255807,"about_ca_topic_score_gemma":0.01003072,"teacher_disagreement_score":0.6056579,"about_ca_system_score_codex":0.0009049675,"about_ca_system_score_gemma":0.00008759473,"threshold_uncertainty_score":0.9998955},"labels":[],"label_agreement":null},{"id":"W7033180316","doi":"","title":"Pharmaceutical care for pulmonary tuberculosis treatment in Thailand","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of the Higher Education Commission; Prince of Songkla University; McMaster University","keywords":"Pharmaceutical care; Pulmonary tuberculosis; Referral; Health care; Confidence interval; Propensity score matching; Cohort; Tuberculosis","score_opus":0.0235134906241294,"score_gpt":0.2865569458725191,"score_spread":0.26304345524838973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033180316","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06824994,0.004179995,0.000005172037,0.00010638174,0.00062046817,0.0015594389,0.000292525,0.00006310354,0.924923],"genre_scores_gemma":[0.11741135,0.0009247711,0.00010626398,0.000086366854,0.0002989329,0.000021246691,0.0023980956,0.00006762401,0.87868536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985807,0.000044046425,0.00018680138,0.0005875687,0.00021150541,0.00038938073],"domain_scores_gemma":[0.9989736,0.000040469662,0.00012147899,0.0004073169,0.00012512144,0.00033197922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033929995,0.00040392453,0.0006548923,0.00025179656,0.0001676003,0.000046949863,0.00021402845,0.00034045012,0.015664373],"category_scores_gemma":[0.000021636994,0.00038857982,0.0004001136,0.00012966788,0.00004767766,0.00015351485,0.0000252647,0.00019531864,0.00004597849],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066202604,0.00070772995,0.019385252,0.0017660285,0.00036775332,0.0017576432,0.0017312012,0.0000038778317,0.00020292478,0.00015578275,0.00055424334,0.9667473],"study_design_scores_gemma":[0.0064424425,0.0002468263,0.025204917,0.00042902198,0.002242156,0.0000073935757,0.012964449,0.00007424459,0.0006651174,0.000022262713,0.9512751,0.00042606852],"about_ca_topic_score_codex":0.00025487557,"about_ca_topic_score_gemma":0.0016287758,"teacher_disagreement_score":0.96632123,"about_ca_system_score_codex":0.00034531622,"about_ca_system_score_gemma":0.00034361097,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W7033231604","doi":"","title":"Pseudomonas aeruginosa Prairie Epidemic Strain Population Dynamics and Evolution of Disease in Cystic Fibrosis Airways of Adult Patients","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Pseudomonas aeruginosa; Exacerbation; Population; Genome; Burkholderia cepacia complex; Prophage; Whole genome sequencing; Single-nucleotide polymorphism; Strain (injury)","score_opus":0.004637559597304808,"score_gpt":0.1968308948615992,"score_spread":0.19219333526429438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033231604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698541,0.000019696909,0.0010798097,0.000014476424,0.00009056675,0.00050152175,0.00018416544,0.000037445778,0.028218172],"genre_scores_gemma":[0.9751735,0.000031422063,0.0015649033,0.00000420815,0.000008926636,0.0000022984732,0.0007626474,0.000019480141,0.022432635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869895,0.00010442649,0.0003395725,0.00039180243,0.00028105458,0.00018422308],"domain_scores_gemma":[0.9991945,0.000036778936,0.00044747943,0.00020731475,0.000036837726,0.000077073455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009970095,0.00021664072,0.00028572007,0.00019498404,0.000051156414,0.0000092128785,0.00022316274,0.00017433678,0.0015838903],"category_scores_gemma":[0.00005057463,0.0002477544,0.00007640092,0.00040367967,0.0001133445,0.00024453705,0.00011907643,0.00012453042,0.0000055593173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033866355,0.00012096577,0.85724187,0.0003880343,0.00001558374,0.0000027791273,0.00019805357,0.00040076528,0.0000742177,0.00085216336,0.00014382914,0.14022306],"study_design_scores_gemma":[0.00067893526,0.00022497223,0.988476,0.0006760975,0.00014258584,7.573284e-8,0.00094576855,0.0067397696,0.000106572494,0.0010606099,0.0006375333,0.00031108077],"about_ca_topic_score_codex":0.002232953,"about_ca_topic_score_gemma":0.0058131195,"teacher_disagreement_score":0.13991198,"about_ca_system_score_codex":0.00046064064,"about_ca_system_score_gemma":0.000013803001,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W7033286384","doi":"","title":"Preparedness for Clinical Trials in Medical Oncology Subspecialty Training in Canada - A National, Bi-Lingual Questionnaire","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Clinical trial; Preparedness; Competence (human resources); Clinical Oncology; MEDLINE","score_opus":0.08659745484345355,"score_gpt":0.4309723570660974,"score_spread":0.34437490222264383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033286384","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37587664,0.00043259907,0.00011739554,0.0010405252,0.0046861395,0.0035342241,0.004873279,0.000023171817,0.609416],"genre_scores_gemma":[0.49855193,0.0000650644,0.00025612384,0.00019542394,0.0015084852,0.000109966524,0.012950253,0.0000803495,0.48628238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596703,0.0013638043,0.0009577405,0.00053683645,0.0007917152,0.00038284378],"domain_scores_gemma":[0.9971259,0.0019395194,0.0004385361,0.000105172796,0.00020229725,0.000188543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002936723,0.00022996817,0.0008926426,0.00031727712,0.00014031322,0.000028788243,0.00046644028,0.00022266041,0.05450549],"category_scores_gemma":[0.00069858663,0.0002666068,0.00025792513,0.00055919576,0.000043769043,0.00010683457,0.00007938588,0.0008390244,0.0000027360275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023155329,0.00047010873,0.013444491,0.00014914862,0.00030300792,0.00035991403,0.005822594,0.00051421503,0.0000061406467,0.02156149,0.0058243494,0.949229],"study_design_scores_gemma":[0.006981049,0.00023310336,0.012693921,0.00040214296,0.000078086276,0.0000022247357,0.09646315,0.0018506779,0.0000066850325,0.012144981,0.86844295,0.00070099474],"about_ca_topic_score_codex":0.20762528,"about_ca_topic_score_gemma":0.91254616,"teacher_disagreement_score":0.948528,"about_ca_system_score_codex":0.0018205915,"about_ca_system_score_gemma":0.024931742,"threshold_uncertainty_score":0.9999786},"labels":[],"label_agreement":null},{"id":"W7033304988","doi":"","title":"Prenatal Diagnosis and Selective Therapeutic Abortion in the Prevention of Down's Syndrome - An Evaluation Emphasizing Medical &amp; Economic Issues","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disease; Population; Circumstantial evidence; Epidemiology; Pregnancy; Abortion","score_opus":0.024600117933074615,"score_gpt":0.29570453392265483,"score_spread":0.27110441598958024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033304988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730726,0.0009383818,0.00013562877,0.00016029167,0.00014427512,0.0009210145,0.00002079986,0.000032239303,0.024574758],"genre_scores_gemma":[0.99094,0.0003830783,0.00014068768,0.000046776637,0.00006918121,0.000015718653,0.0010893743,0.000022511043,0.007292688],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982606,0.00042038006,0.0002735277,0.0003792041,0.00048146644,0.00018479022],"domain_scores_gemma":[0.9990869,0.00022910917,0.0002543468,0.0002292688,0.00010221785,0.00009816329],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006007197,0.00021825885,0.00037737138,0.00022307828,0.00007289598,0.000029493453,0.00019817814,0.00035614677,0.0046550585],"category_scores_gemma":[0.0001481596,0.00019298702,0.000085368774,0.0002200806,0.00006513347,0.00024157879,0.000029470706,0.00032698264,0.000009766391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011382693,0.0005032852,0.060081568,0.0008283325,0.00034362727,0.00008414032,0.004383899,0.00012805073,0.000052160685,0.0008558086,0.00016601289,0.93143487],"study_design_scores_gemma":[0.008999166,0.0028453092,0.94069636,0.0069381827,0.0033986908,0.00022594837,0.010549941,0.0051562623,0.0018064877,0.0017656769,0.016633261,0.0009846911],"about_ca_topic_score_codex":0.00095639745,"about_ca_topic_score_gemma":0.008486289,"teacher_disagreement_score":0.93045014,"about_ca_system_score_codex":0.00018256072,"about_ca_system_score_gemma":0.00023549351,"threshold_uncertainty_score":0.9962548},"labels":[],"label_agreement":null},{"id":"W7033415589","doi":"","title":"Prevalence of Chronic Pain among Military Veterans and Research Priorities among Military Veterans Living with Chronic Pain","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pomegranate: compositions and health benefits","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Chronic pain; Observational study; Veterans Affairs; Prevalence; Subgroup analysis; Confidence interval; Meta-analysis; MEDLINE","score_opus":0.016080790851057833,"score_gpt":0.2530050073780023,"score_spread":0.23692421652694445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033415589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566789,0.030780308,0.00018577218,0.00010192359,0.00040792406,0.001113397,0.00017198172,0.00010402847,0.010455743],"genre_scores_gemma":[0.91641223,0.0027370388,0.0004015485,0.000042016472,0.00024226207,0.000016541699,0.00024480186,0.00012405394,0.079779476],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99417484,0.002422718,0.0005513037,0.0010870482,0.0007509874,0.0010131076],"domain_scores_gemma":[0.99723333,0.0011268476,0.00019118504,0.00065658113,0.0004895733,0.00030248208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015358395,0.00058476726,0.0007576426,0.0007553746,0.0008601095,0.00005724585,0.00060175016,0.00053435384,0.0052084406],"category_scores_gemma":[0.00007717811,0.0006567179,0.0002111346,0.0010270596,0.00056127965,0.0006388035,0.00013825728,0.0013003263,0.000003838567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022568293,0.00064033736,0.15530266,0.06584302,0.000744443,0.0007736065,0.04058954,0.00089511165,0.002767121,0.00012744476,0.00087584136,0.72918403],"study_design_scores_gemma":[0.0037308128,0.008218458,0.8399895,0.059359048,0.0009737292,0.000025943074,0.05840749,0.012802304,0.00091994513,0.000064646476,0.01316246,0.0023456772],"about_ca_topic_score_codex":0.013153755,"about_ca_topic_score_gemma":0.095894024,"teacher_disagreement_score":0.72683835,"about_ca_system_score_codex":0.001178677,"about_ca_system_score_gemma":0.00060457224,"threshold_uncertainty_score":0.99958843},"labels":[],"label_agreement":null},{"id":"W7033507811","doi":"","title":"Rapid synthesis: Features and impacts of approaches to provide or enhance access to childcare and/or housing for the recruitment and retention of professionals in the care economy","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Developed country; Knowledge economy; Public policy; Key (lock); Evidence-based practice","score_opus":0.08878794212867051,"score_gpt":0.29494575222908553,"score_spread":0.206157810100415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033507811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069218576,0.10056947,0.00017135557,0.019291563,0.00037750334,0.038229525,0.0017183741,0.00015078414,0.77027285],"genre_scores_gemma":[0.45946744,0.0010452251,0.00091810536,0.0012175684,0.00027322854,0.00025142587,0.000047919635,0.000248956,0.53653014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992491,0.000060062786,0.00012826199,0.00031925424,0.000093755494,0.00014958245],"domain_scores_gemma":[0.9994008,0.00016956794,0.00010618966,0.00019997534,0.00002448962,0.000098997756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001020993,0.00018047023,0.00033850718,0.00016835268,0.00003841715,0.00003920328,0.00014131167,0.00010885808,0.00093342445],"category_scores_gemma":[0.00006410107,0.00009696297,0.000054242493,0.00019628572,0.00006553139,0.000065393644,0.00017842055,0.00009456543,4.5335318e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038447885,0.00020567706,0.003896162,0.02355895,0.0009354886,0.000048300484,0.009908164,0.0000021781834,0.00011079469,0.00035398884,0.07461228,0.88252324],"study_design_scores_gemma":[0.0023526838,0.0009177477,0.008175227,0.021833789,0.0020361566,0.000012050924,0.060137846,0.00002032491,0.0036355213,0.000047270605,0.9003643,0.0004670775],"about_ca_topic_score_codex":0.00010961356,"about_ca_topic_score_gemma":0.0012266113,"teacher_disagreement_score":0.8820562,"about_ca_system_score_codex":0.00005778364,"about_ca_system_score_gemma":0.00019816034,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W7033529154","doi":"","title":"Psychiatric Comorbidity in Patients with Opioid Use Disorder","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Comorbidity; Opioid use disorder; Mental health; Psychiatric comorbidity; Population; Cohort; Mental illness; Observational study; Public health","score_opus":0.007614818049754805,"score_gpt":0.2083284578605357,"score_spread":0.20071363981078089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033529154","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97877806,0.00013829327,0.000022932485,0.000012142636,0.00046278452,0.0003418679,0.00007760907,0.00002360927,0.020142686],"genre_scores_gemma":[0.24487157,0.00039841907,0.0002485417,0.00006893472,0.00013737286,0.0000046170717,0.0038707957,0.00010651623,0.75029325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988495,0.000047409187,0.00014847048,0.0005115064,0.0001622611,0.00028085956],"domain_scores_gemma":[0.9994434,0.000010909345,0.00012996624,0.00026264603,0.000096613825,0.000056457793],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024967514,0.0003040469,0.00024842672,0.00015403387,0.000098871365,0.00004239553,0.00024299823,0.00022018832,0.0013241153],"category_scores_gemma":[0.000008805264,0.00029501057,0.00009288679,0.000414617,0.00003114691,0.00001452267,0.000120884644,0.0001665407,0.0000285738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015017543,0.00025418177,0.9168747,0.00016259236,0.00021839813,0.00002751651,0.00031307293,0.00007442757,0.00008977904,0.000022645843,0.0020631824,0.07839772],"study_design_scores_gemma":[0.0019636534,0.00031585607,0.6178787,0.000080212485,0.00007665085,2.4271853e-7,0.0016162384,0.0000040968825,0.000052850617,0.0000044917033,0.3775584,0.00044859722],"about_ca_topic_score_codex":0.00026871878,"about_ca_topic_score_gemma":0.008413741,"teacher_disagreement_score":0.7339065,"about_ca_system_score_codex":0.000031275016,"about_ca_system_score_gemma":0.000055500364,"threshold_uncertainty_score":0.99995023},"labels":[],"label_agreement":null},{"id":"W7033581810","doi":"","title":"Reimagining Social Work from an Islamic Worldview","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Islamophobia; Mainstream; Islam; Social work; Citizen journalism; Identity (music); Participatory action research; Muslim community","score_opus":0.019365107160617387,"score_gpt":0.2470741842709384,"score_spread":0.227709077110321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033581810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.159211,0.00070466386,0.000023835126,0.00033757128,0.0009191651,0.0002968282,0.000060570812,0.00015517448,0.83829117],"genre_scores_gemma":[0.085750714,0.0000885924,0.00031807346,0.00017821761,0.00035091743,0.0000015149127,0.005311462,0.000065022585,0.9079355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984388,0.00012438915,0.00021076188,0.00063849945,0.0002697477,0.000317834],"domain_scores_gemma":[0.9992375,0.000050222436,0.00018034443,0.00029138746,0.000110917856,0.00012963272],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038632104,0.00037190138,0.0006498033,0.0001515871,0.0002539052,0.000058796904,0.00015983025,0.0003170508,0.18604158],"category_scores_gemma":[0.000008580416,0.0003731826,0.00031101092,0.0008929163,0.000032940126,0.0001911994,0.000052495532,0.0005606775,0.0001884391],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001242392,0.0003095705,0.014361142,0.00015524522,0.0007654312,0.0035145201,0.0017894977,7.44515e-7,0.0001543742,0.00022769513,0.0011372614,0.97634214],"study_design_scores_gemma":[0.0033425828,0.00014388862,0.119897924,0.0020233933,0.0026113598,0.000013456278,0.00830183,0.000011339565,0.00052681076,0.00027665804,0.86193293,0.0009178117],"about_ca_topic_score_codex":0.00032361757,"about_ca_topic_score_gemma":0.0012312112,"teacher_disagreement_score":0.9754243,"about_ca_system_score_codex":0.00023481961,"about_ca_system_score_gemma":0.0002522214,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W7033630129","doi":"","title":"A Qualitative Analysis of the Resettlement Experiences of Refugee Claimants in Hamilton, Ontario","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Qualitative research; Renting; Rental housing; Qualitative analysis; Service (business); Qualitative property; Asylum seeker","score_opus":0.01842559249251059,"score_gpt":0.2606202308111558,"score_spread":0.24219463831864524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033630129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85108894,0.00019695744,0.000011184616,0.0000046293917,0.00023007141,0.000108947424,0.000027108159,0.000011201974,0.14832097],"genre_scores_gemma":[0.8244922,0.000066947,0.000102335274,0.0000034826012,0.0000065414565,0.0000017847277,0.00004973305,0.000015977132,0.175261],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990596,0.00011485939,0.00023706416,0.00020167626,0.0002383743,0.0001484225],"domain_scores_gemma":[0.99949294,0.00006342632,0.00013232097,0.000219535,0.00006948867,0.000022260208],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007887507,0.00016985257,0.00051197817,0.00030435572,0.00004484925,0.000007662899,0.0002622737,0.00011527544,0.007843078],"category_scores_gemma":[0.000008151718,0.00015221005,0.00023803939,0.0013542403,0.00006661411,0.000080559825,0.000046841178,0.0002204362,8.143557e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010619131,0.00007923487,0.0035609892,0.00028495764,0.0030171645,0.00002022359,0.983414,0.0025957453,0.0004964547,0.00017994054,0.0002521918,0.0059929024],"study_design_scores_gemma":[0.00036168753,0.000034355562,0.034572545,0.00027848966,0.0008597306,1.6083163e-7,0.93914115,0.00022384308,0.0024792105,0.000011543791,0.021787599,0.00024966293],"about_ca_topic_score_codex":0.0037331483,"about_ca_topic_score_gemma":0.47317705,"teacher_disagreement_score":0.4694439,"about_ca_system_score_codex":0.00026977863,"about_ca_system_score_gemma":0.000058468402,"threshold_uncertainty_score":0.99306387},"labels":[],"label_agreement":null},{"id":"W7033708286","doi":"","title":"The Sedimentology of the Medina Formation Outcropping Along the Niagara Escarpment (Ontario and New York State)","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paleocurrent; Escarpment; Sedimentology; Outcrop; Sedimentary rock; Sedimentary structures","score_opus":0.017214658152812846,"score_gpt":0.21803456345698774,"score_spread":0.2008199053041749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033708286","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19570707,0.0007773856,0.00015575027,0.0015898227,0.0015258037,0.0018637895,0.000011672164,0.000024605499,0.7983441],"genre_scores_gemma":[0.05900219,0.00047520828,0.000074613716,0.00007693954,0.000027622475,0.0000033692563,0.000018931332,0.000019809044,0.9403013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983588,0.00017937453,0.00023802472,0.00029691006,0.0005713134,0.00035557422],"domain_scores_gemma":[0.9990078,0.0001532171,0.0003172112,0.0004277279,0.000025363652,0.000068645866],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027570745,0.00022475862,0.00021810128,0.000028508099,0.0006414831,0.000059639224,0.0009346997,0.00011228526,0.01063735],"category_scores_gemma":[0.000027662874,0.00012590995,0.000093559494,0.00029516447,0.00032936962,0.00019566702,0.00066677044,0.00041162275,0.000053009495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046717323,0.000053911474,0.089309596,0.00021645387,0.00045463373,0.000011356566,0.058068473,0.00080319494,0.00049612735,0.0004876087,0.042817216,0.80681425],"study_design_scores_gemma":[0.0006273315,0.0000851046,0.087745294,0.000121875404,0.000105646584,0.000003546025,0.019033635,0.00013307507,0.00036263044,0.00016330292,0.89139897,0.0002195923],"about_ca_topic_score_codex":0.011185178,"about_ca_topic_score_gemma":0.25403354,"teacher_disagreement_score":0.84858173,"about_ca_system_score_codex":0.00066844135,"about_ca_system_score_gemma":0.000099217286,"threshold_uncertainty_score":0.9953994},"labels":[],"label_agreement":null},{"id":"W7033712510","doi":"","title":"Seismic Fragility Assessment of As-built and Retrofitted Bridges using Fiber Reinforced Elastomeric Isolator","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragility; Bridge (graph theory); Isolator; Probabilistic logic; Seismic risk; Vulnerability assessment; Stiffness","score_opus":0.02339636498395663,"score_gpt":0.22774227839142686,"score_spread":0.20434591340747021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033712510","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33063784,0.0003014863,0.0001045448,0.000013633453,0.001072964,0.00023733206,0.0005193187,0.000028465694,0.6670844],"genre_scores_gemma":[0.117267124,0.00017225536,0.00029063257,0.000033659217,0.00002673714,0.0000016147283,0.00013626282,0.000030469579,0.8820413],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827814,0.00003154202,0.00053355435,0.00075757044,0.00008268037,0.00031648434],"domain_scores_gemma":[0.99857473,0.00004166593,0.0008762278,0.00035468556,0.00005531178,0.000097378324],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025139243,0.000308172,0.0007825389,0.00043668167,0.00028884527,0.00006265051,0.00035994666,0.00018496499,0.3164038],"category_scores_gemma":[0.00002252079,0.00042704775,0.0002102823,0.00046169647,0.0001248429,0.00031315003,0.00028326135,0.0003071937,0.0003258103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043420317,0.0012477227,0.40836093,0.008271327,0.0132888,0.00048209712,0.03261089,0.063490935,0.0009821161,0.2312032,0.08956299,0.14615697],"study_design_scores_gemma":[0.0016714504,0.00018283268,0.024534326,0.00008596979,0.00018924924,0.0000064109445,0.015200482,0.025181627,0.000057059442,0.00024879206,0.9316477,0.0009940605],"about_ca_topic_score_codex":0.0012134698,"about_ca_topic_score_gemma":0.000036200276,"teacher_disagreement_score":0.84208477,"about_ca_system_score_codex":0.00046418924,"about_ca_system_score_gemma":0.00009582904,"threshold_uncertainty_score":0.99981815},"labels":[],"label_agreement":null},{"id":"W7033726577","doi":"","title":"REDUCE, REUSE, RECYCLE: EVALUATING THE CONTRIBUTION OF EUTREMA SALSUGINEUM BYPASSES FOR GLYCOLYTIC SUBSTRATE LEVEL PHOSPHORYLATION IN RESPONSE TO LOW PHOSPHATE CONDITIONS","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ecotype; Glyceraldehyde 3-phosphate dehydrogenase; Nutrient; Dehydrogenase; Glycolysis; Phosphate; Enzyme assay; Extremophile; Substrate (aquarium); Starch","score_opus":0.044443919235428966,"score_gpt":0.2696852748635654,"score_spread":0.22524135562813646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033726577","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80113775,0.0020681953,0.00003128287,0.01139717,0.0013487273,0.003859311,0.0021382575,0.0002753582,0.17774397],"genre_scores_gemma":[0.2987724,0.000078542755,0.00008903511,0.000113679635,0.00009131601,0.000023955217,0.00010552879,0.00001137322,0.7007142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986319,0.00027327458,0.00024393066,0.00043369853,0.00010088646,0.00031633652],"domain_scores_gemma":[0.9989421,0.00057122635,0.00021746797,0.00011906674,0.000101118734,0.000049035305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005007848,0.0002335757,0.0003550606,0.000070257025,0.00016351223,0.000022077807,0.0003833308,0.0003510815,0.010043847],"category_scores_gemma":[0.0002482089,0.00011356987,0.00011622822,0.0006929609,0.000167364,0.000056059376,0.00016683975,0.00019200385,0.00008247665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016675398,0.0007016899,0.014949473,0.00043555818,0.0016118595,0.00013506855,0.0013407925,0.00033462624,0.21581252,0.0056042857,0.6087366,0.13366215],"study_design_scores_gemma":[0.0013806775,0.0015071917,0.098720625,0.00089642016,0.00034059474,0.0000060499415,0.0020348472,0.0001375066,0.0029585515,0.0010926021,0.8902795,0.00064546673],"about_ca_topic_score_codex":0.00030249212,"about_ca_topic_score_gemma":0.011527896,"teacher_disagreement_score":0.5229702,"about_ca_system_score_codex":0.00010426421,"about_ca_system_score_gemma":0.000040742918,"threshold_uncertainty_score":0.9908611},"labels":[],"label_agreement":null},{"id":"W7033737210","doi":"","title":"Scoping Review of Research on Islamophobia in Healthcare Settings","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Hyporeflexia; Liquation; Hemopericardium; Fusible alloy","score_opus":0.12698819064667788,"score_gpt":0.37989303978048006,"score_spread":0.2529048491338022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033737210","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014237378,0.010324809,0.019164508,0.003872176,0.00077663764,0.002086821,0.000019995232,0.0009811512,0.9627597],"genre_scores_gemma":[0.0007935056,0.1993229,0.03368835,0.0014097389,0.00028971478,0.000018384872,0.000090007525,0.00016340052,0.764224],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99608225,0.00068470935,0.00056486664,0.00084919366,0.0012936263,0.00052536],"domain_scores_gemma":[0.9972774,0.00038248397,0.00044276816,0.0008745401,0.00091863726,0.00010421194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025694687,0.00027115192,0.0007136125,0.0011139888,0.00013591838,0.00005829208,0.0017632239,0.00030981543,0.000879243],"category_scores_gemma":[0.00025293982,0.0003067491,0.00016207859,0.003852166,0.000085525295,0.00017627815,0.001130922,0.00095946965,0.00005599005],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052017214,0.00023907545,0.0009286471,0.22598365,0.00009897718,0.0015941897,0.0006260388,0.0012505945,0.0000062841673,0.009138528,0.23825964,0.52182233],"study_design_scores_gemma":[0.00045937157,0.00038781748,0.0001591887,0.79093885,0.000017905222,0.000021036081,0.00009170654,0.001957713,0.00015948973,0.000434883,0.20462903,0.00074297853],"about_ca_topic_score_codex":0.00081015204,"about_ca_topic_score_gemma":0.00023277824,"teacher_disagreement_score":0.56495523,"about_ca_system_score_codex":0.00062942,"about_ca_system_score_gemma":0.0017297828,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W7033749288","doi":"","title":"Reciprocity and Trust in Political Deliberation: An Investigation into the Norms of Discursive Civility","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Civility; Incivility; Politics; Reciprocity (cultural anthropology); Appeal; Argument (complex analysis); Democracy; Political philosophy","score_opus":0.01991464033890339,"score_gpt":0.2593792615642266,"score_spread":0.2394646212253232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033749288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757926,0.00003086488,0.000010296337,0.00020203146,0.00014970601,0.00028962982,0.00002639396,0.000029484845,0.023468995],"genre_scores_gemma":[0.8876223,0.00003753047,0.0002345537,0.00003842188,0.00007897295,0.000005143189,0.00025862525,0.0000289839,0.11169547],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984988,0.0002374279,0.0002292717,0.00041271263,0.00032935006,0.00029242996],"domain_scores_gemma":[0.99924326,0.0001069754,0.000121415265,0.00023718383,0.00014479639,0.00014637523],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037204364,0.00017006208,0.0002501091,0.00014438706,0.00015493782,0.000093290844,0.0003460668,0.00018833666,0.0043003405],"category_scores_gemma":[0.00006254899,0.00013575413,0.00004775085,0.0005272646,0.0002510476,0.00041477385,0.000111628935,0.00025119915,0.000023968985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020371354,0.0005728984,0.12818834,0.003156927,0.00014057719,0.00021137096,0.09559088,0.00015638309,0.07349147,0.15814066,0.00049671566,0.53781664],"study_design_scores_gemma":[0.002511003,0.00068438955,0.69485813,0.0009557674,0.00020842676,0.0000044841017,0.1964424,0.0016094372,0.06358861,0.03256655,0.0052567073,0.0013141135],"about_ca_topic_score_codex":0.0041410387,"about_ca_topic_score_gemma":0.034807984,"teacher_disagreement_score":0.56666976,"about_ca_system_score_codex":0.00013787238,"about_ca_system_score_gemma":0.0002087182,"threshold_uncertainty_score":0.99660987},"labels":[],"label_agreement":null},{"id":"W7033911064","doi":"","title":"Strengthening Chronic Disease Management in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disease management; Chronic disease; Stakeholder; Disease; Chronic poverty; Stakeholder management","score_opus":0.01169638298572796,"score_gpt":0.1868327233373874,"score_spread":0.17513634035165945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033911064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009078972,0.00017107236,0.10171466,0.00008440151,0.00023319424,0.00016392257,0.0000014946852,0.00019434106,0.89742786],"genre_scores_gemma":[0.0006529503,0.000021221604,0.0069157807,0.00017036122,0.00008702726,9.582038e-7,0.0000059694516,0.00008217401,0.9920636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985762,0.000054419153,0.000135848,0.0006365866,0.00022592639,0.00037099994],"domain_scores_gemma":[0.9991558,0.000011322601,0.00016162067,0.00051157014,0.000008996604,0.00015069357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058720452,0.00028533756,0.00025239223,0.00036138535,0.000060178674,0.0001164228,0.0011467511,0.000115915434,0.0948661],"category_scores_gemma":[0.0000011817243,0.00031671705,0.00008189547,0.00037047127,0.000043072196,0.00018758129,0.0006471365,0.00027491341,0.00023340741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013144978,0.000055833472,0.0010291634,0.00028985072,0.00008912445,0.00074858766,0.00026254132,0.00017674488,0.0000011701553,0.017579459,0.06908378,0.9106706],"study_design_scores_gemma":[0.0006357432,0.000015364116,0.00042427238,0.0005900115,0.000026985412,8.1570425e-7,0.000023889294,0.0011049035,0.0000013762251,0.00012535496,0.996697,0.00035427394],"about_ca_topic_score_codex":0.0026127042,"about_ca_topic_score_gemma":0.066816084,"teacher_disagreement_score":0.92761326,"about_ca_system_score_codex":0.0005358945,"about_ca_system_score_gemma":0.00019810139,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W7033913755","doi":"","title":"Self-Reported Health among Community-Dwelling Older Adults: A Multimethod Study to Understand the Complexity and Role of Adaptation to Health Adversity","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Adaptation (eye); Longitudinal study; Qualitative research; Older people; Public health; Healthy aging; Work (physics)","score_opus":0.03958875399815336,"score_gpt":0.2908857956934055,"score_spread":0.25129704169525213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033913755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845763,0.00024311879,0.0011369854,0.001417396,0.00045367377,0.005231855,0.00019333066,0.00019843508,0.006548921],"genre_scores_gemma":[0.9898157,0.000027141947,0.0032557312,0.0008066013,0.000040129773,0.000004927689,0.0006435128,0.000066697925,0.0053395554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99582565,0.0021686458,0.00054817565,0.00056009623,0.00049746945,0.00039996704],"domain_scores_gemma":[0.9980803,0.00020598057,0.00068192475,0.000520323,0.00018686341,0.00032460975],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008240854,0.00037711763,0.00067781116,0.0004509926,0.0016894961,0.00008095264,0.0005757118,0.0000973904,0.00181122],"category_scores_gemma":[0.000025865394,0.00040004155,0.00012738735,0.0010580376,0.00006790721,0.00022469329,0.0002924262,0.00088072196,0.0000027238668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005210075,0.00265962,0.014470851,0.0015159188,0.0005320102,0.00001671763,0.8669499,0.00072168163,0.0000060236803,0.00007573604,0.0005683727,0.1072731],"study_design_scores_gemma":[0.0033541752,0.0013376126,0.10296479,0.00055998465,0.00022400731,0.0000035073763,0.8800626,0.0010854567,0.000056312056,0.000086534164,0.009825523,0.00043950265],"about_ca_topic_score_codex":0.03447629,"about_ca_topic_score_gemma":0.069811165,"teacher_disagreement_score":0.1068336,"about_ca_system_score_codex":0.0007858323,"about_ca_system_score_gemma":0.000120948,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W7033944259","doi":"","title":"The Societal Impact of Punishment Theories in Canada's Offender Sentencing Practices","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Punishment (psychology); Retributive justice; Criminal justice; Paternalism; Criticism; Perception; Economic Justice; Sociology of punishment","score_opus":0.020345384198285965,"score_gpt":0.22802668140066376,"score_spread":0.2076812972023778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033944259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591338,0.00022686039,3.6883115e-8,0.00046900712,0.00039973846,0.00015368691,0.00004465106,0.000015799184,0.0395564],"genre_scores_gemma":[0.8601359,0.00038965268,0.0000020828345,0.000021924781,0.000043982614,0.0000016322475,0.00011705225,0.0000014257248,0.13928634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990149,0.00015750989,0.00016735416,0.00023942988,0.0001193331,0.00030144412],"domain_scores_gemma":[0.99881065,0.00061796064,0.00042388964,0.00004706296,0.00006614414,0.000034297227],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016791846,0.0001779665,0.0002539769,0.000012785255,0.00033950864,0.000015946367,0.00033557086,0.00017372216,0.0036883624],"category_scores_gemma":[0.000061457205,0.000066490255,0.00013658094,0.00035542558,0.00009111775,0.00007325663,0.00009411672,0.00026451584,0.0000065840704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091372384,0.00008853486,0.564113,0.000075399796,0.0012012739,0.00014558251,0.0019297585,0.000043362383,0.0028802424,0.000736894,0.005972127,0.42190006],"study_design_scores_gemma":[0.00013638621,0.00012277113,0.85068524,0.000037554342,0.00005393842,0.0000012429108,0.13381249,0.000009906057,0.00009811718,0.00017671444,0.014693206,0.00017242273],"about_ca_topic_score_codex":0.73797864,"about_ca_topic_score_gemma":0.99785364,"teacher_disagreement_score":0.42172763,"about_ca_system_score_codex":0.00032357642,"about_ca_system_score_gemma":0.00024432162,"threshold_uncertainty_score":0.9972224},"labels":[],"label_agreement":null},{"id":"W7034008160","doi":"","title":"Soutenir des approches optimales de dépistage au Canada","year":2013,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.01146079097067239,"score_gpt":0.17658851107427415,"score_spread":0.16512772010360174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034008160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006009645,0.0009823679,0.0040963213,0.00012507304,0.00057771674,0.0010396547,0.0010218467,0.00033931612,0.9858081],"genre_scores_gemma":[0.0035683305,0.000071023955,0.015447694,0.00014989161,0.0006749025,0.0000057811567,0.000116800555,0.0012474245,0.97871816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99391526,0.00070223276,0.0004901977,0.0015827585,0.00076244795,0.0025471323],"domain_scores_gemma":[0.996423,0.0002339957,0.0007112226,0.0010829199,0.00026792072,0.0012809426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00020966661,0.0016455876,0.001249549,0.0005378479,0.0006793789,0.00027774612,0.0021800317,0.0010569507,0.77522147],"category_scores_gemma":[0.00007808854,0.0020016895,0.00043894595,0.0013852745,0.0018805003,0.00058760756,0.0009657507,0.0010377989,0.010911869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007752458,0.00095602765,0.081335,0.0056164805,0.005085915,0.008613925,0.0080322195,0.0054026195,0.0022107328,0.0504065,0.32586452,0.5057008],"study_design_scores_gemma":[0.0016227779,0.00010396193,0.0033469175,0.0009390281,0.00074305246,0.0000786929,0.008894559,0.0009185406,0.00024116482,0.000052736956,0.98105097,0.0020075706],"about_ca_topic_score_codex":0.8973572,"about_ca_topic_score_gemma":0.9807632,"teacher_disagreement_score":0.7643096,"about_ca_system_score_codex":0.0136854155,"about_ca_system_score_gemma":0.0077153416,"threshold_uncertainty_score":0.99962914},"labels":[],"label_agreement":null},{"id":"W7034035628","doi":"","title":"Supporting Chronic Pain Management across Provincial and Territorial Health Systems in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.004960898962205038,"score_gpt":0.19341212859964657,"score_spread":0.18845122963744154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034035628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080119417,0.00024721393,0.00042686053,0.00009945943,0.0015320745,0.0008886699,0.000074865566,0.00006062284,0.99586904],"genre_scores_gemma":[0.010224505,0.000049713246,0.000068439826,0.00012564429,0.0004955937,0.000001657385,0.000019845005,0.00007924294,0.98893535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833107,0.00024473583,0.00019540185,0.00049520633,0.00018038423,0.00055322895],"domain_scores_gemma":[0.9994037,0.00001602883,0.00024875512,0.00018303425,0.0000014223411,0.00014706598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025930922,0.00022900346,0.000327132,0.000042681586,0.0000775601,0.000020260164,0.00026658626,0.00016204239,0.031669043],"category_scores_gemma":[0.0000027368585,0.00022990433,0.000029405675,0.00012979518,0.00011733479,0.000033465163,0.00039665218,0.00016171813,0.00004729493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030043178,0.000022437789,0.047851935,0.0005033185,0.00004546119,0.00030341797,0.00015525236,0.0001102593,0.0000068533486,0.00007698269,0.2627976,0.68809646],"study_design_scores_gemma":[0.000570385,0.00006714176,0.0017077944,0.00014554751,0.00000655237,0.0000032606183,0.00087245414,0.00022345141,3.4758526e-7,0.0000010189295,0.9961649,0.00023712213],"about_ca_topic_score_codex":0.91469175,"about_ca_topic_score_gemma":0.9928403,"teacher_disagreement_score":0.7333673,"about_ca_system_score_codex":0.0026568503,"about_ca_system_score_gemma":0.00020313136,"threshold_uncertainty_score":0.96921617},"labels":[],"label_agreement":null},{"id":"W7034039652","doi":"","title":"Siblings' Experiences with Psychosocial Support Throughout the Pediatric Cancer Trajectory","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hospital for Sick Children; Pediatric Oncology Group of Ontario","keywords":"Psychosocial; Pediatric cancer; Thematic analysis; Reflexivity; Qualitative research; Pediatric oncology; Social support; Health care; Descriptive statistics","score_opus":0.01746885441851627,"score_gpt":0.26805307427684466,"score_spread":0.2505842198583284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034039652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12949045,0.00046414457,0.051726542,0.002232883,0.005250857,0.0019780798,0.00011799098,0.0013550447,0.807384],"genre_scores_gemma":[0.15494539,0.0002307001,0.0016483356,0.000332711,0.0010920884,0.00009181584,0.00021710081,0.00008504156,0.8413568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844915,0.00005247452,0.00016777917,0.00058720465,0.00046494027,0.0002784463],"domain_scores_gemma":[0.99902064,0.00011560878,0.0002545226,0.00035931123,0.00016752238,0.00008237336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000653368,0.00026657365,0.0002113847,0.00016078817,0.00045316442,0.00021757925,0.0013924736,0.00012069116,0.003949088],"category_scores_gemma":[0.0000022585248,0.00021784191,0.00013157396,0.0020536308,0.00005457758,0.00032370005,0.00010026015,0.0002952876,0.00012168509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027815806,0.0003871437,0.003638607,0.00035460285,0.0005560559,0.00014609628,0.20863302,0.002374334,0.000050734758,0.081289075,0.05242149,0.6498707],"study_design_scores_gemma":[0.002593652,0.00050396647,0.03407514,0.00018718118,0.0006755924,0.000012681001,0.14276703,0.004968726,0.00023089976,0.005315754,0.8054694,0.0031999664],"about_ca_topic_score_codex":0.00021815037,"about_ca_topic_score_gemma":0.00097440305,"teacher_disagreement_score":0.75304794,"about_ca_system_score_codex":0.000077234305,"about_ca_system_score_gemma":0.00052513264,"threshold_uncertainty_score":0.9969614},"labels":[],"label_agreement":null},{"id":"W7034058555","doi":"","title":"Science and community monitoring to inform management of phosphorus in the Canadian Lake Erie watersheds","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medieval History and Crusades","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Royal Bank of Canada","keywords":"Tributary; Surface runoff; Watershed; Hydrology (agriculture); Drainage basin; Agriculture; Tile drainage; Drainage; Land cover; Agricultural land","score_opus":0.03984820154020259,"score_gpt":0.22506337954626487,"score_spread":0.1852151780060623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034058555","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22271791,0.00003458092,8.639011e-8,0.00004189154,0.00052781316,0.00021376,0.00003849777,0.000014545973,0.77641094],"genre_scores_gemma":[0.41087878,0.000034792447,0.0000125943325,0.000040512972,0.000032296874,0.0000021962262,0.00004057281,0.0000108504,0.5889474],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991035,0.000056492187,0.00012794884,0.00014285672,0.0003201755,0.0002490664],"domain_scores_gemma":[0.99947923,0.00003126706,0.000059600836,0.00021034361,0.00011315088,0.000106408406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044649304,0.0001432402,0.00015195184,0.00046354692,0.0012825131,0.00011489852,0.0006121361,0.00005651819,0.0060834647],"category_scores_gemma":[0.00000841808,0.00012647515,0.000028963188,0.00045046702,0.00026718207,0.00019843227,0.00007812418,0.00034178275,0.000030764466],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017420911,0.00007358999,0.00081539666,0.00080622884,0.00008191685,0.00017415252,0.66703486,0.000008496829,0.0000098618875,0.07166396,0.0012357241,0.2579216],"study_design_scores_gemma":[0.00012560484,0.000056190413,0.0037808546,0.00021222887,0.000029937975,1.9221439e-7,0.28609255,8.8240716e-7,0.000027315806,0.000039912502,0.7095261,0.000108199616],"about_ca_topic_score_codex":0.05370547,"about_ca_topic_score_gemma":0.95203936,"teacher_disagreement_score":0.8983339,"about_ca_system_score_codex":0.00023449212,"about_ca_system_score_gemma":0.00016982334,"threshold_uncertainty_score":0.9948251},"labels":[],"label_agreement":null},{"id":"W7034105377","doi":"","title":"State Estimation and Thermal Fault Detection for Lithium-Ion Battery Packs: A Deep Neural Network Approach","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Battery (electricity); Fault detection and isolation; Artificial neural network; State of charge; Reliability (semiconductor); Feedforward neural network; Fault (geology); Energy (signal processing); Energy management","score_opus":0.01070937115607151,"score_gpt":0.20305841180997466,"score_spread":0.19234904065390315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034105377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604984,0.000021927604,0.012076903,0.000026300706,0.00070283434,0.000929166,0.000019553716,0.00016300568,0.025561899],"genre_scores_gemma":[0.5175635,0.000016188778,0.001989508,0.00007606025,0.000108376225,0.00002695617,0.0006403192,0.0000794048,0.47949964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987225,0.000091232825,0.00016700731,0.00051163655,0.00014558634,0.0003620662],"domain_scores_gemma":[0.9995062,0.00005953933,0.00018745488,0.00014362577,0.000014641527,0.00008858859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010791244,0.00026781627,0.00022381554,0.00006369323,0.00035207655,0.000046856087,0.00018134784,0.00032946863,0.004972533],"category_scores_gemma":[0.000008403452,0.0002880746,0.00008996856,0.0003117066,0.00008852826,0.0003399201,0.000088858695,0.00027025357,0.00010652481],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005910955,0.000068176436,0.024367606,0.00012887262,0.00004935421,0.000029708586,0.001438064,0.0354642,0.00097447593,0.0000046312844,0.0002897293,0.93659407],"study_design_scores_gemma":[0.0021276458,0.0005576793,0.84815496,0.00008872642,0.0006464703,0.000017604,0.005447066,0.13068596,0.00096051,0.00028000947,0.009794,0.0012393722],"about_ca_topic_score_codex":0.00006316098,"about_ca_topic_score_gemma":0.0026905865,"teacher_disagreement_score":0.9353547,"about_ca_system_score_codex":0.00016711187,"about_ca_system_score_gemma":0.000009525896,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W7034291347","doi":"","title":"Structural and Functional Studies of Non-Homologous End-Joining Regulator 1 (NEJ1)","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Saccharomyces cerevisiae; DNA; DNA repair; DNA damage; Regulator; Function (biology); Plasma protein binding; Protein–DNA interaction","score_opus":0.013353017992061086,"score_gpt":0.23889604079167126,"score_spread":0.22554302279961017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034291347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.931456,0.0010694125,0.00016311475,0.0000071249456,0.00063062925,0.00019638057,0.00003334641,0.000020162892,0.066423774],"genre_scores_gemma":[0.503952,0.0001295973,0.0016343846,0.000040252893,0.00017453567,0.0000010309907,0.00057546166,0.000045878936,0.4934468],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988716,0.000040660958,0.00020121758,0.00047622513,0.00018065135,0.00022964676],"domain_scores_gemma":[0.999256,0.00001891728,0.00024080496,0.00022423269,0.00018578292,0.00007423847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008953099,0.00028073986,0.00032268776,0.00012682086,0.00010301218,0.000010609591,0.00015220616,0.00039546794,0.002439419],"category_scores_gemma":[0.00002308974,0.0003043535,0.00012527013,0.0001336779,0.00010934262,0.000008695729,0.00014633122,0.0001537246,0.0000027285432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023615838,0.00005326099,0.0021362456,0.00081016694,0.0016876851,0.00016113576,0.0011211851,0.00009687881,0.7437303,0.0011578477,0.0021780902,0.24450558],"study_design_scores_gemma":[0.0038572582,0.0016452862,0.022694238,0.0004729122,0.0007897299,0.00011892548,0.02967385,0.00013919282,0.8369335,0.0003755371,0.10162271,0.0016768924],"about_ca_topic_score_codex":0.000020184987,"about_ca_topic_score_gemma":0.00030758587,"teacher_disagreement_score":0.427504,"about_ca_system_score_codex":0.000042540694,"about_ca_system_score_gemma":0.00009311036,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W7034315774","doi":"","title":"Thermal stability of spray dried vaccine powders encapsulating enveloped and non-enveloped viral vectors","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Trehalose; Spray drying; Viral envelope; Thermal stability; Vesicular stomatitis virus; Excipient; Viral vector","score_opus":0.01678115146380508,"score_gpt":0.19494028594685356,"score_spread":0.1781591344830485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034315774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6188544,0.00007246919,0.0000062971662,0.000030252922,0.00030264998,0.00022612241,0.000039628543,0.000039597093,0.3804286],"genre_scores_gemma":[0.6630459,0.000016610371,0.00015363986,0.000019158331,0.00019589606,9.618541e-7,0.00009682562,0.000028270355,0.33644274],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857694,0.000078979174,0.00033011808,0.00046661895,0.00022051785,0.0003268409],"domain_scores_gemma":[0.999094,0.0000699437,0.00034347197,0.00019860946,0.00021021895,0.00008373528],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008801788,0.00040712848,0.0005618311,0.00015427306,0.0005294737,0.00006066857,0.0002624143,0.00014034075,0.057087585],"category_scores_gemma":[0.000017682945,0.00036161227,0.00014636504,0.00010218018,0.00025641787,0.0002413107,0.00016437143,0.0002691266,0.00001972412],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045752684,0.00031769526,0.03414722,0.0027763122,0.0023226114,0.00009611522,0.5929957,0.000010131252,0.019379739,0.009829368,0.0028431404,0.33070672],"study_design_scores_gemma":[0.005405929,0.0012449552,0.06822299,0.0009755827,0.0012274178,0.0000022885072,0.31844622,0.00018009017,0.014349357,0.00032348314,0.5867581,0.0028635636],"about_ca_topic_score_codex":0.0006340329,"about_ca_topic_score_gemma":0.007097169,"teacher_disagreement_score":0.58391494,"about_ca_system_score_codex":0.000062892825,"about_ca_system_score_gemma":0.00007121363,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W7034395147","doi":"","title":"Top-down Influences On Neural Processing Of Rhythm In Infants And Adults","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Fondation Pour l'Audition; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Rhythm; Loudness; Electroencephalography; Beat (acoustics); Metre; Perception; Generalizability theory","score_opus":0.010070838480368062,"score_gpt":0.2321317955338528,"score_spread":0.22206095705348475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034395147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531887,0.001441875,8.2458956e-7,0.000014872245,0.0001357821,0.00014510794,0.0000147050105,0.000008086928,0.045050036],"genre_scores_gemma":[0.94505644,0.00018662821,0.000042061853,0.000022936147,0.00004867909,0.0000022473337,0.000076551085,0.000013797503,0.054550637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992213,0.00002258037,0.00014497187,0.0003743594,0.00008555754,0.00015122438],"domain_scores_gemma":[0.99971133,0.000005977203,0.000099501085,0.00010448271,0.000045589284,0.000033094384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000271941,0.00019588377,0.00021235585,0.00012086097,0.000041313117,0.00001964376,0.00011128788,0.00020433846,0.00030365915],"category_scores_gemma":[0.000009791198,0.00019488572,0.00005569675,0.00017287131,0.000053789223,0.000008836513,0.0000750006,0.00015305712,0.0000023015782],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010695201,0.000063941305,0.040270295,0.00073883357,0.000075464144,0.000110052475,0.0014460215,0.000019988542,0.006347002,0.000027466363,0.00010736354,0.9497241],"study_design_scores_gemma":[0.0055361968,0.0027640178,0.36911866,0.007562887,0.00079984084,0.00004842093,0.07651052,0.0001864122,0.12938201,0.00007614769,0.40508664,0.0029282605],"about_ca_topic_score_codex":0.00011388663,"about_ca_topic_score_gemma":0.002160657,"teacher_disagreement_score":0.94679576,"about_ca_system_score_codex":0.000014344573,"about_ca_system_score_gemma":0.00005338167,"threshold_uncertainty_score":0.7947209},"labels":[],"label_agreement":null},{"id":"W7034405799","doi":"","title":"State of Charge and Range Estimation of Lithium-ion Batteries in Electric Vehicles","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State of charge; Battery (electricity); Range (aeronautics); Kalman filter; Electric vehicle; Extended Kalman filter; Equivalent circuit; Driving range; Voltage","score_opus":0.013865614123105116,"score_gpt":0.23693615733613782,"score_spread":0.2230705432130327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034405799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90298116,0.0010181975,0.000050969167,0.000032269512,0.000100431134,0.00027385083,0.000022898748,0.000021211596,0.09549903],"genre_scores_gemma":[0.75597984,0.0012630464,0.00018115292,0.000022857574,0.000021411886,0.000002285345,0.00016413984,0.00002856137,0.24233672],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905574,0.000073457595,0.00028208474,0.00024678957,0.00019408083,0.00014785351],"domain_scores_gemma":[0.99931705,0.00006197325,0.0002879723,0.00012804981,0.0001629126,0.00004202223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007971939,0.00018857128,0.00056017126,0.0004527413,0.000035545832,0.0000073082747,0.000051549978,0.000134474,0.0031083354],"category_scores_gemma":[0.000042770447,0.0002087788,0.000077435136,0.0007072819,0.000049507587,0.00013445786,0.00003462336,0.00020024137,0.000009194335],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030431258,0.0004306982,0.10703968,0.00635912,0.0006277891,0.00021394994,0.009200736,0.00007135691,0.084899075,0.00025168966,0.0005625397,0.7873002],"study_design_scores_gemma":[0.008057868,0.00058823294,0.57011026,0.0038996276,0.0011252658,0.000033025048,0.008179582,0.00085330376,0.36621562,0.00010966764,0.03996459,0.00086296105],"about_ca_topic_score_codex":0.0002438791,"about_ca_topic_score_gemma":0.00049935293,"teacher_disagreement_score":0.7864373,"about_ca_system_score_codex":0.000089912304,"about_ca_system_score_gemma":0.00009523077,"threshold_uncertainty_score":0.997803},"labels":[],"label_agreement":null},{"id":"W7034428148","doi":"","title":"Theoretical Investigation of Rocking Frames under Horizontal Seismic Excitation with Application to Nuclear Facilities","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Nuclear power plant; Seismic analysis; Vibration; Beam (structure); Eccentricity (behavior); Concentric; Ton","score_opus":0.009666499434246767,"score_gpt":0.19581067919504286,"score_spread":0.18614417976079609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034428148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004567,0.000024398852,0.0052783326,0.00017031425,0.00017653305,0.0004765492,0.00008704861,0.00013812401,0.09319198],"genre_scores_gemma":[0.94857913,0.000007046446,0.0015314958,0.00006728261,0.000055824657,7.537408e-7,0.0006316712,0.000014106271,0.049112663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987421,0.00013193944,0.00017419591,0.00038566565,0.00032557664,0.0002405355],"domain_scores_gemma":[0.9992825,0.00019920571,0.00013660536,0.00013756106,0.00010056008,0.00014360716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008239298,0.00021461827,0.00027198254,0.00019058437,0.00012572763,0.000039925206,0.00023201107,0.00019917384,0.011430335],"category_scores_gemma":[0.00002269288,0.00019258278,0.000074823874,0.0009144739,0.000099656834,0.00015923986,0.000013091599,0.00024041047,0.00024058584],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070339453,0.000018107847,0.002353032,0.00026653972,0.000087351305,0.000008586107,0.0028824038,0.0057040076,0.00042209047,0.019811995,0.00007100713,0.9676715],"study_design_scores_gemma":[0.0012736339,0.0029138033,0.7541257,0.00061702495,0.00045054476,0.0000050771105,0.053583767,0.038451202,0.0015202689,0.11920857,0.026058892,0.0017915191],"about_ca_topic_score_codex":0.0020759737,"about_ca_topic_score_gemma":0.0024777888,"teacher_disagreement_score":0.96588,"about_ca_system_score_codex":0.000019105732,"about_ca_system_score_gemma":0.000052986255,"threshold_uncertainty_score":0.98947334},"labels":[],"label_agreement":null},{"id":"W7034428839","doi":"","title":"The unrealized potential of the Canada Child Benefit to reduce food insecurity among households with children","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Proteogenomics; Emperipolesis","score_opus":0.011187555758329809,"score_gpt":0.18661705609404639,"score_spread":0.17542950033571658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034428839","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49311918,0.0005322374,0.000005341177,0.0020639019,0.0006928117,0.0015893844,0.000747637,0.000059406066,0.5011901],"genre_scores_gemma":[0.8075843,0.0005342574,0.000010374219,0.00048822316,0.00021464922,0.000005340503,0.000086168846,0.000059539685,0.19101714],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973081,0.000135339,0.00029993456,0.00054157566,0.0012881765,0.00042689466],"domain_scores_gemma":[0.9985062,0.00006307192,0.0003683487,0.0006603881,0.0001695482,0.00023248036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013251384,0.0003745374,0.0005510223,0.000066652065,0.0005250223,0.000022289429,0.0007911847,0.00019116813,0.008104923],"category_scores_gemma":[0.000051301977,0.00022253896,0.00028172226,0.00096880656,0.00021967762,0.000041009996,0.0006860241,0.0009869201,9.665499e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011672955,0.0012555342,0.6315826,0.0010949423,0.0054358765,0.0019393892,0.0006272094,0.004082365,0.000037702066,0.0008644949,0.16967312,0.17173377],"study_design_scores_gemma":[0.0015286502,0.0008329316,0.39037198,0.00007456298,0.0007706706,0.00013195732,0.00027670385,0.0000026645257,0.000020115034,0.000015428684,0.6056743,0.0003000154],"about_ca_topic_score_codex":0.2785567,"about_ca_topic_score_gemma":0.5313634,"teacher_disagreement_score":0.43600118,"about_ca_system_score_codex":0.00034777063,"about_ca_system_score_gemma":0.0016327843,"threshold_uncertainty_score":0.9928018},"labels":[],"label_agreement":null},{"id":"W7034468441","doi":"","title":"Three Essays On The Economics of Education","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Counterfactual thinking; Endogeneity; Indigenous; Human capital; Matching (statistics); Test (biology); Gender gap","score_opus":0.023771338266590256,"score_gpt":0.26099308173605024,"score_spread":0.23722174346945998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034468441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13737969,0.0002203867,0.00001213147,0.00065145176,0.0076572034,0.00026385798,0.000010776117,0.00003685753,0.85376763],"genre_scores_gemma":[0.05340138,0.000045328397,0.00006930512,0.00018277878,0.0002149357,0.0000075339444,0.00028765015,0.00004071092,0.94575036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903,0.000054251577,0.00021048098,0.0004237775,0.00008310061,0.00019836989],"domain_scores_gemma":[0.99919033,0.000085295374,0.00023264144,0.00038024478,0.00006389974,0.00004759022],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011057333,0.00023744708,0.00021487926,0.0002876129,0.00009122194,0.000026530146,0.000470781,0.00035312146,0.124662906],"category_scores_gemma":[0.0000064778314,0.00021600851,0.00012924499,0.0003058476,0.000061049774,0.0000643568,0.000024775538,0.00037140673,0.0014581281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036578934,0.00029355078,0.0009085704,0.00010977141,0.0004384638,0.0000055544597,0.008153088,0.0000019229826,0.000024508354,0.22640555,0.13872388,0.62456936],"study_design_scores_gemma":[0.00038684162,0.00014739529,0.023875725,0.00034728754,0.00028670923,0.000004470269,0.04183416,0.000005498155,0.00011903377,0.014954467,0.91758317,0.0004552191],"about_ca_topic_score_codex":0.00010582391,"about_ca_topic_score_gemma":0.00080637337,"teacher_disagreement_score":0.7788593,"about_ca_system_score_codex":0.00013152836,"about_ca_system_score_gemma":0.00029456374,"threshold_uncertainty_score":0.9993194},"labels":[],"label_agreement":null},{"id":"W7034483088","doi":"","title":"Three Empirical Essays on Economic Well-being in Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Immigration; Entitlement (fair division); Social security; Population; Public policy; Unemployment; Pension; Childbirth","score_opus":0.013753947690279435,"score_gpt":0.19496167410939858,"score_spread":0.18120772641911914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034483088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50707746,0.0000690651,4.612446e-8,0.0005878959,0.00068804325,0.00009304132,0.000019157515,0.000022295846,0.49144298],"genre_scores_gemma":[0.7266491,0.0000977205,0.0000050067356,0.00038772935,0.00020242464,0.0000026742355,0.00029563467,0.0000031894476,0.27235654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888974,0.00004817446,0.00015941393,0.0004987068,0.00006953317,0.00033442126],"domain_scores_gemma":[0.99964684,0.00016186346,0.00006922206,0.000048620786,0.000012739281,0.000060715953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005347937,0.00025035808,0.00031568782,0.000032786684,0.00016000839,0.000019119403,0.00031354913,0.0003255668,0.044300113],"category_scores_gemma":[0.0000046123114,0.00012572142,0.00008972175,0.000201929,0.00003524902,0.000048372644,0.00008099673,0.00044518666,0.00036837283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000878388,0.00011002862,0.39022952,0.00012924708,0.0004454382,0.0013388194,0.0006426789,0.000091893184,0.00027793925,0.005560491,0.051599395,0.54869616],"study_design_scores_gemma":[0.00026625063,0.00020639742,0.36403185,0.00014579862,0.00008475439,0.0000032956239,0.006947839,0.00008551241,0.000096723226,0.001708034,0.62582546,0.00059807865],"about_ca_topic_score_codex":0.4134414,"about_ca_topic_score_gemma":0.9991499,"teacher_disagreement_score":0.58570856,"about_ca_system_score_codex":0.00064398226,"about_ca_system_score_gemma":0.00014690383,"threshold_uncertainty_score":0.95657355},"labels":[],"label_agreement":null},{"id":"W7034483443","doi":"","title":"Structure-Property Evaluation of CrN Coatings Developed for BUE Dominated High-Speed Machining Applications","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Coating; Chromium nitride; Machining; Tribology; Toughness; Physical vapor deposition; Cemented carbide; Tungsten carbide; Nanoindentation; Elastic modulus","score_opus":0.041154004477971885,"score_gpt":0.23370172766150799,"score_spread":0.1925477231835361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034483443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9130899,0.00008985827,0.000041061714,0.00018454848,0.00047795146,0.0026393987,0.0011155582,0.00015984043,0.08220191],"genre_scores_gemma":[0.70304304,0.000033704484,0.0004358615,0.000032329368,0.00012661652,0.000037227543,0.006302714,0.000005453939,0.28998306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881583,0.00010615456,0.00023918456,0.00040313357,0.00020656962,0.00022912075],"domain_scores_gemma":[0.9987903,0.00028117886,0.00037550324,0.000054816806,0.00045402948,0.000044118886],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023112106,0.00022642122,0.00035269881,0.000047734728,0.00040243648,0.000021035483,0.00032068728,0.0003030318,0.008224278],"category_scores_gemma":[0.00006521756,0.000106176165,0.000097570875,0.0005106071,0.000045645378,0.000090847585,0.00006129593,0.00015857018,0.000015048157],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003651027,0.000058428937,0.0023063435,0.00013856961,0.00027028384,0.000003167211,0.0004032024,0.00007411775,0.030096892,0.00042714734,0.0010660613,0.9647907],"study_design_scores_gemma":[0.0051669884,0.0006979985,0.28466552,0.00058582996,0.002959662,0.000006050288,0.036663853,0.0019356321,0.023899497,0.0034013626,0.6376779,0.0023397047],"about_ca_topic_score_codex":0.00040623118,"about_ca_topic_score_gemma":0.019690527,"teacher_disagreement_score":0.962451,"about_ca_system_score_codex":0.0000864595,"about_ca_system_score_gemma":0.000059862283,"threshold_uncertainty_score":0.99819756},"labels":[],"label_agreement":null},{"id":"W7034547959","doi":"","title":"Toolkit to manage key habitat for amphibians in Ontario forests","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Habitat; Threatened species; Wetland; Endangered species; Amphibian; Biodiversity; Resource (disambiguation); Ecosystem","score_opus":0.01038678112833362,"score_gpt":0.20532430482803993,"score_spread":0.1949375236997063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034547959","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33630088,0.000024554594,0.0039408193,0.00006990094,0.0006793861,0.0009832117,0.00012558032,0.000031777985,0.6578439],"genre_scores_gemma":[0.22068928,4.825464e-7,0.00037711978,0.000034250737,0.000117637566,0.000013248601,0.0010421278,0.000046357738,0.7776795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984744,0.000042038475,0.0002717136,0.0005994127,0.0001721807,0.00044022003],"domain_scores_gemma":[0.99928427,0.000052657295,0.00013542396,0.00027043492,0.00008797718,0.00016922092],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054998574,0.00034855024,0.0004954488,0.00017573184,0.00010162797,0.00011255514,0.00034509817,0.00018145416,0.023653315],"category_scores_gemma":[0.0000029321802,0.00040318668,0.00029159762,0.00035038913,0.000012577344,0.0001502549,0.000076514654,0.00029389554,0.00006577191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021843659,0.0009371957,0.39453614,0.0011507119,0.0009610029,0.00044997007,0.015074802,0.0019420966,0.00034794997,0.12690113,0.0075477944,0.44796684],"study_design_scores_gemma":[0.0019159103,0.00015016561,0.05532123,0.000780933,0.00014059372,5.1757394e-7,0.009091044,0.0003614105,0.00006418656,0.0015171692,0.92973894,0.0009178872],"about_ca_topic_score_codex":0.051167034,"about_ca_topic_score_gemma":0.89313984,"teacher_disagreement_score":0.92219114,"about_ca_system_score_codex":0.0003433367,"about_ca_system_score_gemma":0.00015642923,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W7034548522","doi":"","title":"Using participatory arts-based research to explore the experiences of cannabis consumption among women from marginalized social positions in downtown Hamilton","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Identity (music); Photo elicitation; Cannabis; Narrative; Consumption (sociology); Downtown; Power (physics); Action (physics)","score_opus":0.17978417863256438,"score_gpt":0.3680322247985307,"score_spread":0.18824804616596633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034548522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495584,0.000072710856,0.000046161123,0.00012390602,0.00040195612,0.0006429619,0.0001690242,0.00005162891,0.0035358309],"genre_scores_gemma":[0.9889935,0.000006940161,0.00021458423,0.000034726138,0.000097037366,0.00017549787,0.0001796419,0.000030419325,0.010267606],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9977353,0.00037636267,0.00036105321,0.0005664838,0.0004887762,0.00047197627],"domain_scores_gemma":[0.9991383,0.000091447866,0.00018157225,0.00029374642,0.00017764284,0.0001173069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046434917,0.00024343455,0.00035324448,0.00034797195,0.0004304629,0.00018744735,0.00053866283,0.00022550505,0.0570706],"category_scores_gemma":[0.000014796613,0.00021795709,0.00009154364,0.00086793146,0.00035051425,0.00016555631,0.00008468941,0.00020166372,0.00008272246],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008104098,0.00016688008,0.0004792151,0.00024129514,0.00003932924,0.000047657504,0.20580086,0.00017662329,0.7889927,0.00032801583,0.00086716015,0.0020498708],"study_design_scores_gemma":[0.0011232058,0.00016761142,0.011294495,0.0010558505,0.00018748788,6.783472e-7,0.5150643,0.00053613464,0.44945952,0.00036222005,0.019975867,0.0007726061],"about_ca_topic_score_codex":0.0038410486,"about_ca_topic_score_gemma":0.0039763222,"teacher_disagreement_score":0.33953315,"about_ca_system_score_codex":0.0005071482,"about_ca_system_score_gemma":0.00028940398,"threshold_uncertainty_score":0.9437914},"labels":[],"label_agreement":null},{"id":"W7034571195","doi":"","title":"Trauma & Entrepreneurship: Challenges and Opportunities Across Three Contexts","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Entrepreneurship; Transformative learning; Autonomy; Social entrepreneurship; Refugee; Social capital; Leverage (statistics); Critical consciousness; Bridging (networking)","score_opus":0.0695986137617607,"score_gpt":0.23731305595897845,"score_spread":0.16771444219721776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034571195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37486383,0.0047174897,5.599133e-7,0.0005395101,0.00014797367,0.00028473823,0.0001325244,0.00006953919,0.61924386],"genre_scores_gemma":[0.2807365,0.0046150396,0.0000114197255,0.000051707335,0.00011161164,0.0000037590612,0.00035216977,0.0000020017953,0.7141158],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998642,0.00009684739,0.00014139737,0.0005104206,0.00019511754,0.00041419998],"domain_scores_gemma":[0.99938697,0.00014803886,0.000103528415,0.00008034417,0.000092558716,0.00018856328],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008501415,0.000282401,0.00031000585,0.000031043728,0.00025651575,0.00012297803,0.000360796,0.00026994105,0.019080894],"category_scores_gemma":[0.000010256437,0.00014827438,0.00013398465,0.00012347155,0.00006859492,0.00020610642,0.00013098771,0.00026940144,0.00001613636],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019174168,0.000040994244,0.0007908046,0.00010005606,0.00006489712,0.000102521175,0.00028425685,1.00976294e-7,0.00009509211,0.0012780625,0.000091226124,0.9969602],"study_design_scores_gemma":[0.0003711914,0.00019298687,0.05497595,0.00019388102,0.000041990643,0.00000273913,0.012798753,0.0000034356328,0.00020345641,0.00023621779,0.9306321,0.00034728256],"about_ca_topic_score_codex":0.00019707411,"about_ca_topic_score_gemma":0.05611402,"teacher_disagreement_score":0.99661297,"about_ca_system_score_codex":0.000034494078,"about_ca_system_score_gemma":0.000025748905,"threshold_uncertainty_score":0.9818158},"labels":[],"label_agreement":null},{"id":"W7034576172","doi":"","title":"Understanding Perceptions of Non-Indigenous Medical Educators’ Professional Competency for the Integration and Delivery of Indigenous Health Curriculum in Medicine","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Medical Association","keywords":"Indigenous; Curriculum; Conceptualization; Cultural safety; Cultural competence; Traditional knowledge; Competence (human resources); Action (physics); Cultural diversity","score_opus":0.03536873307511627,"score_gpt":0.27178170313626826,"score_spread":0.236412970061152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034576172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99170417,0.0011327111,0.00007071093,0.00094376615,0.0008835924,0.0007780863,0.000081211016,0.000014554487,0.0043911957],"genre_scores_gemma":[0.98287594,0.0011295237,0.000044823995,0.00006976865,0.00016569358,0.000004930817,0.0005990887,0.0000029843459,0.015107263],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99894345,0.00009088904,0.00029704274,0.00025712498,0.00020183288,0.00020963783],"domain_scores_gemma":[0.9993637,0.00023327106,0.00020934339,0.000043154138,0.00007053591,0.000079991056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023242488,0.000163096,0.00036224793,0.00007548904,0.00020155928,0.000007229612,0.00025196,0.0002575179,0.0042168214],"category_scores_gemma":[0.00001777896,0.00006542896,0.000085961656,0.00040761207,0.0001443651,0.000047949798,0.00004524489,0.00026901183,0.0000015869907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042230726,0.00047570668,0.02886644,0.0011530747,0.0001838788,0.00001382749,0.04727637,0.0000033865697,0.006441891,0.0031133974,0.0018192726,0.91023046],"study_design_scores_gemma":[0.0010155252,0.0023753974,0.2760199,0.003824485,0.00021614372,0.00001497061,0.69965017,0.0006270231,0.0000904158,0.0013229201,0.014328666,0.0005143596],"about_ca_topic_score_codex":0.0047214325,"about_ca_topic_score_gemma":0.07371714,"teacher_disagreement_score":0.90971607,"about_ca_system_score_codex":0.00015586271,"about_ca_system_score_gemma":0.00024081957,"threshold_uncertainty_score":0.99669343},"labels":[],"label_agreement":null},{"id":"W7034602517","doi":"","title":"Thermal Design Methodology of Power Converters for Electric Vehicle Applications","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electric vehicle; Power (physics); Process (computing); Electric power; Stack (abstract data type); Internal combustion engine; Heat exchanger; Revenue; Battery electric vehicle","score_opus":0.03046438034076817,"score_gpt":0.24740612782784174,"score_spread":0.21694174748707357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034602517","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050536662,0.001130156,0.2289217,0.00015405858,0.0012150323,0.0042069647,0.0002540625,0.00014666769,0.7134347],"genre_scores_gemma":[0.6047705,0.00014046433,0.006514656,0.0001796941,0.00019252926,0.000086838074,0.0018229261,0.00008979709,0.38620263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889886,0.00019254422,0.00017904035,0.00042536913,0.000050715942,0.00025346805],"domain_scores_gemma":[0.99921995,0.00013858342,0.00021484283,0.00024798507,0.00012606238,0.000052591327],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015147327,0.00021311262,0.0002852115,0.00011826658,0.00008058071,0.000006288147,0.00034288847,0.00054175296,0.0012455492],"category_scores_gemma":[0.000028907445,0.00023169044,0.00019192883,0.0002153826,0.000055789405,0.000004751582,0.000043475415,0.00013017186,0.000023721343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025907247,0.000116265124,0.00068312266,0.00021729949,0.00094163767,0.000007929078,0.00029881322,0.00013382833,0.2377858,0.0007540795,0.0010816546,0.75538886],"study_design_scores_gemma":[0.0018408725,0.0010206937,0.0006296571,0.000040402247,0.00039315873,0.0000025545614,0.0018643341,0.00015390133,0.1667046,0.00016490856,0.8265109,0.0006740284],"about_ca_topic_score_codex":0.000022921757,"about_ca_topic_score_gemma":0.00006285589,"teacher_disagreement_score":0.82542926,"about_ca_system_score_codex":0.000022779146,"about_ca_system_score_gemma":0.00014229395,"threshold_uncertainty_score":0.99966747},"labels":[],"label_agreement":null},{"id":"W7034607634","doi":"","title":"Water-soluble, Anionic Polychloramide Disinfectants","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Cationic polymerization; Biocide; Antimicrobial; Polymer; Cellulose; Polyacrylic acid","score_opus":0.009950592162718198,"score_gpt":0.21760630384790655,"score_spread":0.20765571168518834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034607634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118706636,0.00037507326,0.000047756053,0.0025837151,0.0033497491,0.0006429228,0.000017110156,0.0011498721,0.87312716],"genre_scores_gemma":[0.055725154,0.0007975678,0.000043294876,0.00013102681,0.00009566852,0.0000010013417,0.000685438,0.000082753504,0.94243807],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998471,0.00003761371,0.00022229156,0.00054238166,0.00021614014,0.00051056454],"domain_scores_gemma":[0.9992524,0.000023985634,0.000102648155,0.00039955747,0.00007002673,0.00015137598],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00006157282,0.00036915037,0.00050254754,0.0004269931,0.00020534381,0.000023824996,0.0002677471,0.005384426,0.04426394],"category_scores_gemma":[0.0000133414815,0.0003106346,0.0002466333,0.00066733337,0.000094406554,0.00009740831,0.00009678374,0.0029248009,0.0015764834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061212135,0.00083879154,0.004187784,0.0026154818,0.00421265,0.011054441,0.00357744,0.000023645056,0.026771013,0.008355516,0.024055006,0.90818703],"study_design_scores_gemma":[0.00334448,0.000542928,0.007994411,0.0012299825,0.0014399905,0.00010724242,0.0058868644,0.000059328027,0.024363225,0.00025627567,0.9538694,0.00090584374],"about_ca_topic_score_codex":0.00013114244,"about_ca_topic_score_gemma":0.00050046446,"teacher_disagreement_score":0.9298144,"about_ca_system_score_codex":0.00014088136,"about_ca_system_score_gemma":0.00012023317,"threshold_uncertainty_score":0.99993455},"labels":[],"label_agreement":null},{"id":"W7034642252","doi":"","title":"Understanding Bacterial Stress Responses to Find New Antibiotics","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escherichia coli; Bacteria; Antibiotics; Cell envelope; Gene; Antibiotic resistance; Mutant; Bacterial cell structure; Phenotype; Bacterial genetics","score_opus":0.10318757318901313,"score_gpt":0.265433030873903,"score_spread":0.1622454576848899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034642252","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7904029,0.000016737955,0.000012474848,0.00045134226,0.0010045235,0.00039414503,0.00028647776,0.0001534083,0.20727798],"genre_scores_gemma":[0.11270267,0.000041315645,0.00003478143,0.00003074608,0.00052123825,9.2218116e-8,0.0007687679,0.000005318244,0.8858951],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851185,0.0001252972,0.0001496218,0.00042440704,0.0003350841,0.00045371416],"domain_scores_gemma":[0.99921113,0.0003054068,0.00008228112,0.000072112416,0.00006462951,0.00026443473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009882642,0.0002501353,0.00025833887,0.000089688,0.0002987251,0.00019342771,0.00048451475,0.00033186437,0.13674636],"category_scores_gemma":[0.000056849025,0.00013623852,0.00012247104,0.00097564084,0.000024143996,0.000101272046,0.000117899974,0.00027453926,0.0004135311],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061538178,0.00013802419,0.009930866,0.00026720157,0.00025238263,0.0008208246,0.0020178894,0.000037044534,0.1638107,0.0023312843,0.026709577,0.7875304],"study_design_scores_gemma":[0.0011498185,0.0015480658,0.21951996,0.001292476,0.00023728833,0.000006451842,0.031878233,0.00005072772,0.013620192,0.0010570035,0.72759783,0.0020419303],"about_ca_topic_score_codex":0.0012316136,"about_ca_topic_score_gemma":0.023038767,"teacher_disagreement_score":0.7854885,"about_ca_system_score_codex":0.0001873107,"about_ca_system_score_gemma":0.00009358346,"threshold_uncertainty_score":0.9947882},"labels":[],"label_agreement":null},{"id":"W7034653851","doi":"","title":"UNION EFFECTIVENESS AND THE COVID-19 PANDEMIC: A CASE STUDY OF ONTARIO LONG-TERM CARE UNIONS","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collective bargaining; Staffing; Industrial relations; Safeguarding; Labor relations; Legislature; Neglect; Arbitration; Trade union; Health care","score_opus":0.03085021483006886,"score_gpt":0.32084487492160585,"score_spread":0.28999466009153696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034653851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6617625,0.0022920598,0.00037454703,0.00003070042,0.0014702756,0.001188895,0.00002785939,0.000055477893,0.3327977],"genre_scores_gemma":[0.62027436,0.000057349964,0.000008777885,0.000074887226,0.000065431595,0.000012838429,0.00009847536,0.00003730794,0.37937057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996341,0.0019270134,0.00032183173,0.00089843717,0.00020535085,0.00030640443],"domain_scores_gemma":[0.9980668,0.00059611915,0.00037754347,0.0005675668,0.00018553852,0.00020642237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002977124,0.00040485524,0.0007629918,0.00024331386,0.00041967374,0.00001901379,0.00045973595,0.00073960924,0.02382015],"category_scores_gemma":[0.000039866598,0.0003622868,0.000190842,0.00053680385,0.00039703905,0.00007505989,0.00015972854,0.0012629381,0.0000081942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051046945,0.0008800548,0.3255615,0.0005608062,0.0017215317,0.012822407,0.56437236,0.00001874695,0.000011194721,0.007880168,0.0005012825,0.08056529],"study_design_scores_gemma":[0.017615685,0.0008024676,0.10492632,0.00014114266,0.0017924377,0.0023433755,0.75895166,5.771473e-7,0.0000012300206,0.00017557613,0.11254574,0.00070377],"about_ca_topic_score_codex":0.09433828,"about_ca_topic_score_gemma":0.385031,"teacher_disagreement_score":0.29069272,"about_ca_system_score_codex":0.0018926755,"about_ca_system_score_gemma":0.0004701684,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W7034722643","doi":"","title":"UNCOVERING TRENDS OF E. COLI TRANSPORT IN PRIVATE DRINKING WATER WELLS: AN ONTARIO CASE-STUDY","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Groundwater; Government (linguistics); Work (physics); Land cover; Aquifer; Land use; Resource (disambiguation); Groundwater pollution; Water resources","score_opus":0.028267256446686255,"score_gpt":0.2389706262975912,"score_spread":0.21070336985090493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034722643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8658966,0.0000025546897,0.0000016493102,0.000006595645,0.00010138626,0.0002728973,0.00000803753,0.000032723005,0.13367759],"genre_scores_gemma":[0.62248975,0.000010575877,0.00003532514,0.000007573391,0.000009026738,0.000002515597,0.000112197085,0.000019188516,0.37731385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980794,0.00010517463,0.0003048027,0.0006303645,0.00041717643,0.00046307885],"domain_scores_gemma":[0.99947107,0.000029529983,0.000097079515,0.00025594753,0.0000045623574,0.00014181303],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020584138,0.00030588513,0.00036715707,0.00017245839,0.000118878925,0.000018108554,0.0004824377,0.0002325309,0.13314988],"category_scores_gemma":[0.000002158733,0.00025116355,0.00011738476,0.00042710162,0.000115596704,0.00024769965,0.00023258771,0.00042043978,0.00012407023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043464135,0.0006501019,0.8442343,0.000056641326,0.00007249006,0.009693389,0.013270356,0.0017130362,0.005427547,0.0000053732897,0.000011712942,0.12443041],"study_design_scores_gemma":[0.0014934223,0.0011061575,0.8673818,0.00013503173,0.00010270694,0.000024368568,0.02841839,0.000044175787,0.0031697892,0.000059726066,0.097299635,0.0007647854],"about_ca_topic_score_codex":0.12718897,"about_ca_topic_score_gemma":0.755416,"teacher_disagreement_score":0.628227,"about_ca_system_score_codex":0.00058838836,"about_ca_system_score_gemma":0.000015201174,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W7034750272","doi":"","title":"Women's Emotional Responses to their Unplanned Caesarean Deliveries: In Women's Words","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Childbirth; Qualitative research; Medicalization; Natural childbirth; Participant observation; Pregnancy; Emotional support; Health professionals; Social support","score_opus":0.008227452924516564,"score_gpt":0.19758619963706323,"score_spread":0.18935874671254666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034750272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.898673,0.0018312222,0.000029518354,0.00009919833,0.0011173688,0.00047612234,0.0002022501,0.00013196719,0.09743936],"genre_scores_gemma":[0.5279965,0.00008630615,0.000011019587,0.00021199856,0.0000054060165,0.000013599013,0.0006269377,0.000042512103,0.47100577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736494,0.0003180404,0.00040636442,0.0007516065,0.00009835483,0.0010606801],"domain_scores_gemma":[0.9991195,0.00011651142,0.00021302523,0.00040272405,0.00010806789,0.00004013854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021808739,0.000602097,0.00067572406,0.00080443796,0.0003732728,0.000046390756,0.000820892,0.0007282199,0.076124765],"category_scores_gemma":[0.000054957978,0.0006558802,0.00017013043,0.0010288471,0.00015639204,0.00023433163,0.00014825109,0.0007607074,0.0006996336],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032535583,0.0014671892,0.001020898,0.0005170983,0.001161481,0.00046778598,0.19998668,0.00081916724,0.031606443,0.002707737,0.0005039542,0.727206],"study_design_scores_gemma":[0.0041949195,0.0005963076,0.016606301,0.0007076142,0.000038607213,0.000016836892,0.26198834,0.0000011878868,0.0018902482,0.00031817408,0.712504,0.0011374144],"about_ca_topic_score_codex":0.00035300333,"about_ca_topic_score_gemma":0.00037613048,"teacher_disagreement_score":0.72606856,"about_ca_system_score_codex":0.001254351,"about_ca_system_score_gemma":0.00057501724,"threshold_uncertainty_score":0.99958926},"labels":[],"label_agreement":null},{"id":"W7034789026","doi":"","title":"William Andrew White Jr.: Portrait of an African Canadian Pastor, Chaplain, and Activist","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Racism; Faith; Praxis; Methodism; Portrait; History of religions; Civil rights","score_opus":0.010388535245109206,"score_gpt":0.18437792592151736,"score_spread":0.17398939067640815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034789026","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13702819,0.00020587094,0.000644714,0.000019342244,0.00057186186,0.00043201246,0.0002901105,0.00036942275,0.86043847],"genre_scores_gemma":[0.691626,0.00008872501,0.0002770358,0.000019460464,0.00010053876,0.0000017784796,0.00046565934,0.00013575249,0.30728507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988021,0.000045760786,0.00017554476,0.00037301632,0.00019645329,0.0004071098],"domain_scores_gemma":[0.99917823,0.000028137692,0.00008785028,0.00025272116,0.00005878569,0.000394299],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060586775,0.00036301784,0.00039905988,0.0004997555,0.0001419904,0.000039288858,0.00027858902,0.00030717626,0.0033962866],"category_scores_gemma":[0.0000061152246,0.00043852816,0.000087680644,0.0004140113,0.000058632253,0.00018855238,0.000025263056,0.00037120198,0.000015116751],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004435143,0.00008785308,0.0030675519,0.0021127418,0.00078801793,0.0010339718,0.029706229,0.0060386313,0.0009879995,0.00040820765,0.0030159673,0.9523093],"study_design_scores_gemma":[0.0031559346,0.00080806814,0.11840813,0.0009935256,0.0009932622,0.0000485807,0.041344963,0.008623739,0.0017652663,0.00081073743,0.8190327,0.0040150555],"about_ca_topic_score_codex":0.00882323,"about_ca_topic_score_gemma":0.42359564,"teacher_disagreement_score":0.9482943,"about_ca_system_score_codex":0.00015949759,"about_ca_system_score_gemma":0.00015151035,"threshold_uncertainty_score":0.99980664},"labels":[],"label_agreement":null},{"id":"W7034939979","doi":"","title":"The Wolf Creek Research Basin, Yukon Territory: 26-years of hydrologic change","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climate change; Water balance; Drainage basin; Hydrology (agriculture); Water cycle; Structural basin; Streamflow","score_opus":0.0513242290404982,"score_gpt":0.24243846383245213,"score_spread":0.19111423479195394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034939979","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8300781,0.0014137686,4.040737e-8,0.0012405391,0.0007069988,0.0003484042,0.000049135862,0.000056092016,0.16610688],"genre_scores_gemma":[0.36931565,0.002097238,0.000014145807,0.00020039665,0.00047437794,0.00001376195,0.00037311707,0.000005194686,0.6275061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980432,0.0005391139,0.0001912843,0.00048628042,0.00023162473,0.0005084895],"domain_scores_gemma":[0.9987569,0.00067277125,0.00017499372,0.0001164245,0.00021277332,0.00006617849],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040365173,0.00019570085,0.00036649464,0.00003365807,0.0008389142,0.00004698272,0.00070339354,0.0005963565,0.015234403],"category_scores_gemma":[0.00008405892,0.00009611765,0.00018386665,0.0005961083,0.00039862664,0.00009271252,0.00025362204,0.000593756,0.000054279513],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062662107,0.0002001234,0.051734317,0.00007659932,0.00036992453,0.00027764696,0.0010323068,6.113026e-7,0.0030978853,0.00044542906,0.01626335,0.9258752],"study_design_scores_gemma":[0.00014894964,0.00040947951,0.2866148,0.00006130244,0.00004736087,0.0000023186192,0.015727991,0.0000030696026,0.00015973033,0.00017259517,0.6964588,0.00019358587],"about_ca_topic_score_codex":0.0019194112,"about_ca_topic_score_gemma":0.11935803,"teacher_disagreement_score":0.9256816,"about_ca_system_score_codex":0.000063112675,"about_ca_system_score_gemma":0.000027782378,"threshold_uncertainty_score":0.9856658},"labels":[],"label_agreement":null},{"id":"W7034992254","doi":"","title":"Women in Greco-Roman Jewish Novels (300 BCE-100 CE)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Judaism; Depiction; Representation (politics); Scholarship; Jewish American literature; Jewish identity; Period (music)","score_opus":0.031009506783124384,"score_gpt":0.2489362488044162,"score_spread":0.2179267420212918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034992254","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055309672,0.00007291846,0.014104144,0.00036747055,0.0013728583,0.0009821701,0.00003791559,0.00086465373,0.9268882],"genre_scores_gemma":[0.04744955,0.00004344485,0.0015371989,0.00009959539,0.00009454126,0.000020384268,0.00012738908,0.00006602141,0.9505619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738836,0.0000928326,0.0003838435,0.0009798547,0.0003731725,0.00078193384],"domain_scores_gemma":[0.9984425,0.00012100451,0.0002601137,0.00081266125,0.00013286852,0.000230862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002107998,0.00038267294,0.0004157654,0.0006324245,0.00020323711,0.00020755826,0.0023446637,0.0003697555,0.014605933],"category_scores_gemma":[0.00002521133,0.00048796512,0.00013965166,0.002743243,0.000054599765,0.00066951866,0.0003542335,0.00048757644,0.002222691],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046449288,0.00018273377,0.0007616514,0.000103165556,0.000084712316,0.00024918412,0.010975102,0.00017947938,0.00059761974,0.036952734,0.0024208198,0.94744635],"study_design_scores_gemma":[0.0007519621,0.00027589063,0.012228727,0.00043179758,0.00006679409,0.000007624183,0.023858853,0.0067638694,0.0031921477,0.02070938,0.92949003,0.0022229217],"about_ca_topic_score_codex":0.00043556473,"about_ca_topic_score_gemma":0.0082776705,"teacher_disagreement_score":0.94522345,"about_ca_system_score_codex":0.0007132183,"about_ca_system_score_gemma":0.00029481133,"threshold_uncertainty_score":0.99975723},"labels":[],"label_agreement":null},{"id":"W7035712675","doi":"","title":"Adaptive Expertise: Zooming in the Big Picture","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Context (archaeology); Zoom; Domain (mathematical analysis); Health care; Grounded theory; Constructivist teaching methods","score_opus":0.024232076780076977,"score_gpt":0.204759783026943,"score_spread":0.18052770624686604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035712675","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22317787,0.0006609915,0.000018641658,0.0018107927,0.00031585162,0.00074451166,0.00009915013,0.000064062864,0.7731081],"genre_scores_gemma":[0.58321524,0.00021910133,0.000074908414,0.0005456292,0.00028948105,0.000014674504,0.0002694363,0.0000016416756,0.41536993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991248,0.00007413019,0.00012607138,0.00032459406,0.00014017803,0.00021020194],"domain_scores_gemma":[0.9996412,0.00014173606,0.00008051168,0.00006588418,0.000038089,0.000032588414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004580711,0.00018370092,0.0001952447,0.000004189705,0.0002996759,0.00004552859,0.00052758824,0.00020587203,0.0093304645],"category_scores_gemma":[0.000008313682,0.00007013896,0.00011079836,0.00071415363,0.000023269367,0.000039086564,0.000070011374,0.00029223697,0.000017714605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054018674,0.00004656267,0.0001175483,0.000007785483,0.000020225852,0.000011538706,0.0003433894,0.0000019877968,0.00036642147,0.0010403633,0.00041465013,0.9975755],"study_design_scores_gemma":[0.00019195426,0.0000727616,0.030748136,0.00011340348,0.000053483025,5.096938e-7,0.035817303,0.000026833299,0.000048143847,0.00018530169,0.9324868,0.00025540416],"about_ca_topic_score_codex":0.0014685881,"about_ca_topic_score_gemma":0.07310489,"teacher_disagreement_score":0.9973201,"about_ca_system_score_codex":0.00006687623,"about_ca_system_score_gemma":0.000006324405,"threshold_uncertainty_score":0.9915751},"labels":[],"label_agreement":null},{"id":"W7035722901","doi":"","title":"Analyzing Diabetes Care Providers’ Perspectives on Type 2 Diabetes Management Among Immigrant Women in Hamilton, Ontario: A Qualitative Study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Immigration; Ethnic group; Inclusion (mineral); Type 2 diabetes; Socioeconomic status; Diversity (politics); Health care; Cultural diversity","score_opus":0.008826667017712028,"score_gpt":0.2580968685480773,"score_spread":0.24927020153036525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035722901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9140233,0.001123545,3.8091622e-7,0.000005939428,0.00015385293,0.0011317576,0.000027302685,0.00002608738,0.08350785],"genre_scores_gemma":[0.70357656,0.000044834047,0.000013879953,0.0000061734795,0.000027002432,0.000026355068,0.00025749955,0.000049271846,0.2959984],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99738044,0.00034989257,0.00022322511,0.0010572931,0.00031748146,0.00067164673],"domain_scores_gemma":[0.9991463,0.000037010286,0.000084447944,0.00039709007,0.00019068716,0.00014451127],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002197164,0.0004382074,0.00041882702,0.00053329807,0.00011413055,0.00012303444,0.00038178774,0.00024683826,0.0020492508],"category_scores_gemma":[0.000021437001,0.00047072797,0.00016960503,0.00071148894,0.000075469834,0.000019962106,0.0002018963,0.0005137634,0.000088251174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001177048,0.00059735077,0.06563814,0.001439147,0.002313723,0.00047226372,0.8923729,0.00004288123,0.0025740361,0.00003344755,0.00022156462,0.03311748],"study_design_scores_gemma":[0.0008868729,0.0016587686,0.023024198,0.00030818264,0.00015639396,1.12237444e-7,0.9572108,0.0000099270965,0.00085800374,0.000017129663,0.015323325,0.0005463015],"about_ca_topic_score_codex":0.0024206568,"about_ca_topic_score_gemma":0.23348412,"teacher_disagreement_score":0.23106347,"about_ca_system_score_codex":0.0010068023,"about_ca_system_score_gemma":0.00019253218,"threshold_uncertainty_score":0.99977446},"labels":[],"label_agreement":null},{"id":"W7035818164","doi":"","title":"Adiabatic Transfer of Light in a Double Cavity","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Adiabatic process; Position (finance); Photon; Electromagnetic radiation; Transfer (computing); Electromagnetic field; Mode (computer interface); Maxwell's equations","score_opus":0.018288982833256483,"score_gpt":0.2159500451196763,"score_spread":0.19766106228641983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035818164","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33358863,0.00016309992,0.000011780223,0.00003361088,0.0003376305,0.0003425651,0.0000085007405,0.000028401188,0.6654858],"genre_scores_gemma":[0.28492844,0.000058241152,0.00006280992,0.000031945317,0.000035479698,0.0000010685183,0.00009781024,0.000027821687,0.71475637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988991,0.0000527915,0.00029014933,0.0003200817,0.00018750466,0.00025039853],"domain_scores_gemma":[0.99941164,0.00004676824,0.00009075579,0.0002537312,0.00007914125,0.000117943324],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009096681,0.0002548205,0.0006875739,0.00043159878,0.00002943159,0.0000052810533,0.00016113647,0.00040262452,0.05758664],"category_scores_gemma":[0.000008216894,0.00025759352,0.00026844317,0.0006701268,0.000025772673,0.00011857852,0.00001649206,0.00037006984,0.000041034073],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02879868,0.0024762328,0.3552667,0.0091538215,0.0018075053,0.0030234624,0.023128344,0.000009608625,0.0046656025,0.014346437,0.0018638865,0.55545974],"study_design_scores_gemma":[0.025678126,0.00088576897,0.29620004,0.0035073827,0.0043497463,0.000050087263,0.013547036,0.000025359317,0.054661777,0.00027208222,0.5987685,0.002054141],"about_ca_topic_score_codex":0.00086740823,"about_ca_topic_score_gemma":0.002672918,"teacher_disagreement_score":0.5969046,"about_ca_system_score_codex":0.000090040856,"about_ca_system_score_gemma":0.00023278792,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W7035855714","doi":"","title":"Assessing potability of drinking-water sources and quality of surface water on the Reserve of the Six Nations of the Grand River, Ontario (Canada)","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tributary; Water quality; Watershed; Surface water; Groundwater; Hydrology (agriculture); Indigenous; Ecosystem; Drainage basin","score_opus":0.036406218928709426,"score_gpt":0.21082129018757456,"score_spread":0.17441507125886513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035855714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739944,0.0000505352,2.6501468e-7,0.0004345826,0.00015131828,0.00023044631,0.00003974816,0.0000023644225,0.02509637],"genre_scores_gemma":[0.9556505,0.000010394645,0.000008765162,0.000016749376,0.000008223828,4.723131e-7,0.0000070213623,0.0000010064751,0.044296853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864674,0.00041379576,0.00028976687,0.0002238698,0.00027605693,0.00014975738],"domain_scores_gemma":[0.99880236,0.00043426637,0.00035028908,0.0001412791,0.00025230102,0.000019498986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002581489,0.00014953794,0.00035293348,0.000008490682,0.00049005385,0.00001369493,0.0004276854,0.00012475322,0.0028211516],"category_scores_gemma":[0.00004099179,0.00004340257,0.00017027266,0.0002079225,0.00037000282,0.00006825289,0.00024739825,0.00020156708,8.378822e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019861927,0.00019495457,0.9657821,0.00027846484,0.00034857696,0.0000010749633,0.0030011423,0.000080610465,0.028349256,0.00022475734,0.00005344811,0.0014870124],"study_design_scores_gemma":[0.00015878139,0.000045685058,0.9296781,0.00011731405,0.000086460495,1.591672e-7,0.015232918,0.0000013337196,0.04621062,0.00010041204,0.008267364,0.000100874415],"about_ca_topic_score_codex":0.15376791,"about_ca_topic_score_gemma":0.98941106,"teacher_disagreement_score":0.8356431,"about_ca_system_score_codex":0.00006651687,"about_ca_system_score_gemma":0.00007431539,"threshold_uncertainty_score":0.9980904},"labels":[],"label_agreement":null},{"id":"W7035874347","doi":"","title":"Age-Dependence of Hospitalization and Fatality for Different SARS-CoV-2 Variants of Concern in Ontario, Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Articular cartilage damage","score_opus":0.023933686007850466,"score_gpt":0.2047440930743504,"score_spread":0.18081040706649992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035874347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98441654,0.0001342858,0.0000016675225,0.000031204014,0.00024078663,0.00024504287,0.00029588598,0.0000061525466,0.014628423],"genre_scores_gemma":[0.9574068,0.000043090065,0.00000851134,0.000013740131,0.0000101315045,0.0000011831013,0.00034186346,0.0000010351285,0.04217362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932563,0.00003349042,0.00017212269,0.00024517,0.000097173055,0.00012642036],"domain_scores_gemma":[0.9996505,0.00010612937,0.00014611261,0.000028758861,0.000050451654,0.00001809356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040639756,0.00014144955,0.0003068662,0.000014368794,0.000048787486,0.000008989153,0.00013859473,0.00015698124,0.0012240902],"category_scores_gemma":[0.000009155491,0.00007548703,0.00004568004,0.00012770227,0.00004046409,0.000051789484,0.000044159122,0.000109565604,2.272557e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017160428,0.00033337477,0.75123507,0.0020049096,0.0008254091,0.00035780063,0.005436866,0.000012547665,0.093185775,0.004757406,0.0026999956,0.13743483],"study_design_scores_gemma":[0.00027709294,0.00018463291,0.9759143,0.0002625788,0.000120535,9.3157416e-7,0.0038277674,0.000022008264,0.0033010128,0.00034606323,0.015517333,0.0002257546],"about_ca_topic_score_codex":0.821024,"about_ca_topic_score_gemma":0.999672,"teacher_disagreement_score":0.22467925,"about_ca_system_score_codex":0.0001037861,"about_ca_system_score_gemma":0.00006341408,"threshold_uncertainty_score":0.9996889},"labels":[],"label_agreement":null},{"id":"W7035908687","doi":"","title":"Advancing Fetal-Maternal Health: Microphysiological Models for Placental Development","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Placenta; Trophoblast; Fetus; Placentation; Spiral artery; Umbilical vein; Pregnancy; Stem cell","score_opus":0.013346774219436516,"score_gpt":0.21846670503604396,"score_spread":0.20511993081660745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035908687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1825827,0.0005789808,0.030849876,0.00020617411,0.0031368898,0.0022746078,0.00034767445,0.0003631917,0.7796599],"genre_scores_gemma":[0.035933558,0.000085529624,0.031076575,0.00022448348,0.000095020674,0.0000109339935,0.0009809493,0.000081230995,0.9315117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984463,0.000029344734,0.00023741857,0.00059874594,0.00021609294,0.0004720955],"domain_scores_gemma":[0.99952114,0.000034399425,0.00015030934,0.00011874402,0.0000129292985,0.00016246371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000784576,0.00030279605,0.00029889532,0.0000644697,0.0002566199,0.00005902951,0.00029268587,0.00015885873,0.019257909],"category_scores_gemma":[0.0000045878837,0.00031143095,0.00011448335,0.00016875117,0.000040322153,0.00013796739,0.00019191472,0.00021502945,0.00031323903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045224788,0.00009542117,0.00020817769,0.0007962633,0.00013780803,0.0001192953,0.0028899796,0.0062668696,0.0026749652,0.0009067085,0.009106901,0.97634536],"study_design_scores_gemma":[0.00082670565,0.0001882588,0.0020702952,0.0005238655,0.000077748984,0.000007420204,0.004135398,0.011946655,0.0008529327,0.0016361608,0.9769106,0.00082396786],"about_ca_topic_score_codex":0.0003565058,"about_ca_topic_score_gemma":0.0018775024,"teacher_disagreement_score":0.9755214,"about_ca_system_score_codex":0.00071162503,"about_ca_system_score_gemma":0.000089945315,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W7035913661","doi":"","title":"ACCOUNTS OF VIETNAMESENESS: MAPPING VIETNAMESE BUDDHISM(S) IN MONTREAL","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Disenchantment; Vietnamese; Everyday life; Buddhism; Religious life; Immigration; Asian studies","score_opus":0.02579046829768085,"score_gpt":0.23538391831697342,"score_spread":0.20959345001929258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035913661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06102806,0.000046127898,0.00001180114,0.000037264308,0.0007215596,0.00036410542,0.00008345413,0.00013884243,0.9375688],"genre_scores_gemma":[0.44423503,0.00030337475,0.000039517006,0.000068496374,0.00006617485,0.0000044315643,0.00016200785,0.000069703376,0.55505127],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977657,0.00016864078,0.00038155005,0.0007672243,0.00045269006,0.00046418485],"domain_scores_gemma":[0.9990066,0.00012602047,0.00036604985,0.00030842877,0.00009613593,0.00009673212],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010888353,0.00037877882,0.0005224545,0.0008381826,0.00012285853,0.00004435523,0.00059815455,0.00040015907,0.011961099],"category_scores_gemma":[0.000118856464,0.0004458396,0.00019896361,0.0017805682,0.000071831244,0.00037543633,0.000119939774,0.00047392407,0.00036607732],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009540145,0.0003532997,0.0009806379,0.0013210311,0.00006855162,0.0014846388,0.011966678,0.00023081838,0.017571243,0.007810446,0.00074678444,0.95651186],"study_design_scores_gemma":[0.02355868,0.0010575509,0.055112157,0.016717754,0.0011689547,0.000084053834,0.45085725,0.0059676063,0.1037285,0.10600321,0.2257748,0.009969492],"about_ca_topic_score_codex":0.0006956354,"about_ca_topic_score_gemma":0.007274073,"teacher_disagreement_score":0.9465424,"about_ca_system_score_codex":0.00018880142,"about_ca_system_score_gemma":0.00013213094,"threshold_uncertainty_score":0.9997993},"labels":[],"label_agreement":null},{"id":"W7035934626","doi":"","title":"Addressing Nutritional Risk Among Older Adults in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.014843925870283574,"score_gpt":0.21299667832021207,"score_spread":0.1981527524499285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035934626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018658971,0.0010234875,0.00006406674,0.000011130469,0.00022567967,0.0002783836,0.00014833536,0.000026984111,0.97956294],"genre_scores_gemma":[0.0073433463,0.000119577315,0.00035822933,0.00004064371,0.00024668954,0.0000018672891,0.00033208093,0.0001275672,0.99143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885523,0.000072450406,0.0001291203,0.0005133835,0.00014922241,0.00028060403],"domain_scores_gemma":[0.99945486,0.0000055238415,0.0001605032,0.00023610558,0.000049239876,0.00009376894],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046158904,0.00029540586,0.00026724397,0.00014595903,0.00005156808,0.000027348706,0.000239962,0.0003294119,0.04025243],"category_scores_gemma":[0.000006833179,0.00032037226,0.000098839286,0.00013024456,0.00009991277,0.000007102931,0.00028992858,0.00024141147,0.00003524744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005434819,0.0003611781,0.28786388,0.00018624931,0.0004738175,0.0002930894,0.0007655972,0.00003081502,0.000120117205,0.00001792619,0.6615557,0.047788177],"study_design_scores_gemma":[0.0020045196,0.000069614856,0.01374737,0.0006460409,0.000046439636,0.0000030494245,0.00076577056,0.000004143178,0.00003811467,0.000004065529,0.98229444,0.0003764252],"about_ca_topic_score_codex":0.01857486,"about_ca_topic_score_gemma":0.46918693,"teacher_disagreement_score":0.45061207,"about_ca_system_score_codex":0.000099310106,"about_ca_system_score_gemma":0.00012869046,"threshold_uncertainty_score":0.99992484},"labels":[],"label_agreement":null},{"id":"W7035951129","doi":"","title":"Analyzing Patient-Physician Communication On Lifestyle Medicine To Promote Mental Health","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lifestyle medicine; Mental health; Promotion (chess); Mental illness; Health promotion; Alternative medicine; Qualitative research; Primary care","score_opus":0.015014354050561582,"score_gpt":0.2250537049284806,"score_spread":0.210039350877919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035951129","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5819011,0.000696818,0.0000018918082,0.0088342065,0.00064973696,0.0007194221,0.00013498624,0.00011686902,0.406945],"genre_scores_gemma":[0.28454235,0.0009996778,0.00034084378,0.0074651265,0.000690832,0.000006575368,0.016662246,0.000014438702,0.6892779],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986789,0.00021663176,0.00020373856,0.00043704413,0.00016980676,0.00029384173],"domain_scores_gemma":[0.9993642,0.000042843036,0.00021317195,0.00012620779,0.00007555228,0.00017802906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007285419,0.00025045016,0.00036964816,0.000039410643,0.0003647834,0.000027954859,0.0003761476,0.0001695217,0.014046633],"category_scores_gemma":[0.000011118697,0.00012426019,0.000108213164,0.0005875384,0.000030995176,0.00006726302,0.00009326166,0.00023782013,0.00008062005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015135985,0.00008980326,0.0002164215,0.000021735603,0.00003576089,0.0000074227473,0.0011217754,0.00000193615,0.007343186,0.00018516988,0.0062828665,0.98454255],"study_design_scores_gemma":[0.00017042329,0.0009156,0.006740758,0.00052622426,0.000021303656,9.0926613e-7,0.010761501,0.000008652498,0.00060281146,0.000020301273,0.9799509,0.000280599],"about_ca_topic_score_codex":0.0009915874,"about_ca_topic_score_gemma":0.0103774965,"teacher_disagreement_score":0.984262,"about_ca_system_score_codex":0.000162897,"about_ca_system_score_gemma":0.000024836505,"threshold_uncertainty_score":0.9868547},"labels":[],"label_agreement":null},{"id":"W7036024681","doi":"","title":"Biomedical Discovery and Commercialization Graduate Program Handbook 2019-2020","year":2019,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Commercialization; Biomedicine; Work (physics); Field (mathematics)","score_opus":0.022863646219299108,"score_gpt":0.19370794441695063,"score_spread":0.1708442981976515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036024681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020130426,0.00080655556,0.00010630799,0.00033995512,0.00036777888,0.000817097,0.0007640199,0.00021436466,0.99457085],"genre_scores_gemma":[0.0009074858,0.0008567908,0.00016931503,0.000107752436,0.00030765476,0.0000011799707,0.0005764289,0.000008761102,0.99706465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990883,0.00007835581,0.00009760498,0.0003521563,0.00015363951,0.00022996402],"domain_scores_gemma":[0.99964964,0.000044369794,0.00012018811,0.000060275554,0.000013503512,0.00011204088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033586624,0.0002248075,0.00024923283,0.000026428077,0.00007843855,0.00008830784,0.00025154173,0.00029504974,0.0144952675],"category_scores_gemma":[0.0000028499321,0.00011012822,0.000067883186,0.00024655974,0.00013098682,0.00007106805,0.00017029337,0.00014587077,0.00012058909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038025686,0.000094987794,0.0017936389,0.000047806436,0.000061677405,0.000033299726,0.000015762616,3.6846194e-7,0.0006235763,0.00016823813,0.29145393,0.7056687],"study_design_scores_gemma":[0.0002255106,0.00018720684,0.0010249572,0.00014621776,0.000050349347,0.000005119137,0.00008872439,0.000023302973,0.00002489173,0.00001335808,0.9979375,0.00027284087],"about_ca_topic_score_codex":0.00030881696,"about_ca_topic_score_gemma":0.0011274506,"teacher_disagreement_score":0.7064836,"about_ca_system_score_codex":0.000018804983,"about_ca_system_score_gemma":0.000013658288,"threshold_uncertainty_score":0.9864056},"labels":[],"label_agreement":null},{"id":"W7036056507","doi":"","title":"Aging Black and Lonely: A Narrative Experience of Black Older Adults in Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Narrative; Population; Possession (linguistics); Interview; Qualitative research","score_opus":0.009921386008329989,"score_gpt":0.17975930978172416,"score_spread":0.16983792377339418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036056507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5738879,0.000056240377,3.276793e-7,0.000033387645,0.00018633284,0.00015346793,0.00005549014,0.00000918759,0.4256177],"genre_scores_gemma":[0.6837066,0.000045684446,0.000006757809,0.00014243722,0.000030350231,0.0000014833018,0.0001955422,0.0000134488455,0.3158577],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911284,0.000038107068,0.0002461412,0.00021167587,0.00021746547,0.00017377762],"domain_scores_gemma":[0.99945235,0.000030415413,0.00027374242,0.00011466566,0.00007765549,0.00005118497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022807822,0.00018794813,0.00026172693,0.00013900432,0.00017136607,0.000079373116,0.00024795416,0.00004465307,0.22169518],"category_scores_gemma":[0.0000022453592,0.0002011276,0.000038451693,0.00013314126,0.000102454826,0.00083777594,0.000094309544,0.00018777276,0.000003425636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001926954,0.000026769123,0.0010366595,0.00058578316,0.000041616207,0.000027315784,0.97753507,0.000050004972,9.0812733e-7,0.009970563,0.000798493,0.00973411],"study_design_scores_gemma":[0.0004274209,0.000026293434,0.0013496153,0.00017953954,0.000011277661,2.0569215e-7,0.7163431,0.00021316485,0.000026502405,0.000012907502,0.28123575,0.00017418448],"about_ca_topic_score_codex":0.62611383,"about_ca_topic_score_gemma":0.9614012,"teacher_disagreement_score":0.33528745,"about_ca_system_score_codex":0.0001577001,"about_ca_system_score_gemma":0.00034676946,"threshold_uncertainty_score":0.8201745},"labels":[],"label_agreement":null},{"id":"W7036095936","doi":"","title":"Ara h 1 Peptide Immunotherapy in a Mouse Model of Peanut-Induced Anaphylaxis","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"McMaster University","keywords":"Anaphylaxis; Peptide; Flow cytometry; Allergen; Immunotherapy; Antigen; Ovalbumin; Mesenteric lymph nodes; Immune system","score_opus":0.0265516078353633,"score_gpt":0.20513721909156024,"score_spread":0.17858561125619693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036095936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7838128,0.00009294618,0.0000022496688,0.00003927296,0.0001197152,0.00024485492,0.000070906804,0.00003131668,0.2155859],"genre_scores_gemma":[0.58493257,0.0002528721,0.0001912711,0.000042190855,0.00007792059,0.0000030099097,0.000035089688,0.0000033826032,0.4144617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99874055,0.00007510114,0.00026448825,0.00044640191,0.00014595313,0.00032750552],"domain_scores_gemma":[0.9993883,0.000058484344,0.00027627987,0.00009803545,0.0001201167,0.00005877644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008741585,0.00029841744,0.00046693717,0.000062818624,0.00014429704,0.000020056033,0.00045752202,0.000327169,0.010041372],"category_scores_gemma":[0.000010029429,0.00016582588,0.0001991266,0.00044090007,0.000079944126,0.00013582181,0.00006693429,0.00023049593,0.000021502141],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035054025,0.0013494212,0.034994528,0.00037440012,0.0009103234,0.00007438914,0.0018711255,0.000081726736,0.39929327,0.0003378051,0.0021853943,0.55502224],"study_design_scores_gemma":[0.0044782106,0.0036876025,0.4811625,0.0005285253,0.00018607697,0.0000030635742,0.07311208,0.0011333806,0.031016452,0.0010063307,0.4002085,0.0034772872],"about_ca_topic_score_codex":0.00025669558,"about_ca_topic_score_gemma":0.0689408,"teacher_disagreement_score":0.5515449,"about_ca_system_score_codex":0.00009711737,"about_ca_system_score_gemma":0.000029189381,"threshold_uncertainty_score":0.99086356},"labels":[],"label_agreement":null},{"id":"W7036347685","doi":"","title":"Child Development and the Built Environment: An Investigation of Neighbourhood Physical Disorder &amp; Child-Friendliness","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Socioeconomics of Resources and Conservation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Perception; Respondent; Disadvantage; Built environment; Child development; Psychological intervention","score_opus":0.01612042480105844,"score_gpt":0.18730236801575123,"score_spread":0.1711819432146928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036347685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8758906,0.00093768456,0.00014387887,0.00037598543,0.00012607357,0.00030561612,0.00005535865,0.000018780709,0.12214603],"genre_scores_gemma":[0.92388535,0.0003117787,0.00058799906,0.00014389995,0.00019248434,0.000009836344,0.0011852224,0.00007182468,0.0736116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989029,0.000040718234,0.00036461488,0.00044569068,0.00006666103,0.00017938389],"domain_scores_gemma":[0.99888486,0.00003308711,0.0006552064,0.00029062576,0.000034674278,0.000101579244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000200463,0.0002550056,0.0004712999,0.00014302814,0.00022609776,0.00006282789,0.00034260706,0.00019406933,0.0024175353],"category_scores_gemma":[0.000011808869,0.00026481523,0.00010527659,0.00014309003,0.00015462871,0.00028757204,0.00007967383,0.00023782854,0.00006460486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016519532,0.00055477297,0.15889075,0.0007073814,0.0012408489,0.0000061180385,0.10361059,0.0013604824,0.000008371931,0.36605766,0.00023411025,0.36567697],"study_design_scores_gemma":[0.005929684,0.00010144161,0.11662355,0.00015708541,0.00015833174,0.0000034792963,0.013989341,0.0021365772,0.00006120255,0.018091775,0.8416904,0.0010571054],"about_ca_topic_score_codex":0.0007171925,"about_ca_topic_score_gemma":0.0013012012,"teacher_disagreement_score":0.8414563,"about_ca_system_score_codex":0.00010018916,"about_ca_system_score_gemma":0.0000385536,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W7036408695","doi":"","title":"Clinical trials for symptoms in patients receiving dialysis","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Randomized controlled trial; Kidney disease; Dialysis; Placebo; Nephrology; Hemodialysis; Disease","score_opus":0.0838444410907763,"score_gpt":0.3718831367524353,"score_spread":0.28803869566165896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036408695","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57183266,0.0003612853,0.00013248668,0.00013550189,0.0012464665,0.002996896,0.000079451616,0.000072826704,0.42314246],"genre_scores_gemma":[0.060031515,0.00034642805,0.00062657654,0.000042756277,0.00027664722,0.00001453004,0.002648875,0.000106543404,0.9359061],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958682,0.0011126739,0.0010423827,0.0008664196,0.0006001009,0.00051021256],"domain_scores_gemma":[0.9969751,0.0012295899,0.0004991446,0.0005002615,0.0005046914,0.00029120964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016700965,0.00035910765,0.0019144968,0.00064474874,0.00008060455,0.0000665962,0.0003385638,0.0008077089,0.031473875],"category_scores_gemma":[0.002522104,0.00037220356,0.0009342276,0.0010189939,0.000050850533,0.0001522952,0.00010030965,0.0008096686,0.000053091007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026280242,0.00051680545,0.2222206,0.00088399026,0.0007318383,0.00023529258,0.00023865093,0.000004566531,0.000046240035,0.00004733459,0.0008209857,0.7716257],"study_design_scores_gemma":[0.026122885,0.0013039415,0.6708016,0.0038822691,0.002273504,0.000004438943,0.003983398,0.00021916248,0.000248723,0.000042500884,0.29013225,0.0009853292],"about_ca_topic_score_codex":0.00009495943,"about_ca_topic_score_gemma":0.0009091061,"teacher_disagreement_score":0.7706403,"about_ca_system_score_codex":0.0004565771,"about_ca_system_score_gemma":0.0005951694,"threshold_uncertainty_score":0.999873},"labels":[],"label_agreement":null},{"id":"W7036573728","doi":"","title":"Charismatic Prophecy in the Pentecostal Assemblies of Canada: An Old Testament Perspective","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Charisma; Old Testament; Theme (computing); Phenomenon; Aside; Perspective (graphical); Coherence (philosophical gambling strategy); Messiah","score_opus":0.011934809265056147,"score_gpt":0.2247854353046288,"score_spread":0.21285062603957267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036573728","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5667502,0.0002827728,0.0000024371864,0.00066891406,0.0003053818,0.0010584162,0.00003268944,0.00004195312,0.43085718],"genre_scores_gemma":[0.35623956,0.00022409025,0.000038984614,0.00012982755,0.000040065635,0.0000051686748,0.00027493216,0.00005334911,0.64299405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854046,0.000100563426,0.0002496318,0.00034058446,0.00046387012,0.00030487866],"domain_scores_gemma":[0.9992044,0.000052965002,0.00019382693,0.00028253286,0.00017233255,0.00009392877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011927272,0.0002584553,0.0004149672,0.00024097358,0.00009659387,0.000018941808,0.00028231431,0.00023114387,0.0041803955],"category_scores_gemma":[0.000046362773,0.00020282829,0.00010606315,0.0008189341,0.000046881105,0.00008759555,0.000034098426,0.00054457376,0.000008789737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0091913445,0.0072730533,0.031801924,0.01596153,0.0044602198,0.02011154,0.50505954,0.00090077636,0.005076507,0.02677156,0.041254297,0.3321377],"study_design_scores_gemma":[0.0020064828,0.0005867716,0.031584807,0.0010673149,0.0004369941,0.00001838705,0.94677234,0.0002112137,0.00023810647,0.00013172643,0.01657148,0.0003743782],"about_ca_topic_score_codex":0.23187262,"about_ca_topic_score_gemma":0.59232503,"teacher_disagreement_score":0.4417128,"about_ca_system_score_codex":0.0006329645,"about_ca_system_score_gemma":0.0011768717,"threshold_uncertainty_score":0.9967299},"labels":[],"label_agreement":null},{"id":"W7036651668","doi":"","title":"Collaborating with adults labelled/with intellectual disability to create disability support staff training materials","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intellectual disability; Thematic analysis; Autonomy; Neglect; Focus group; Receipt; Institutionalisation; Medical model of disability; Independent living","score_opus":0.018950073665660858,"score_gpt":0.20721441739999194,"score_spread":0.1882643437343311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036651668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88825953,0.0000212422,0.0000026046803,0.00018988534,0.0003792919,0.0007029149,0.0005050707,0.00014405715,0.10979541],"genre_scores_gemma":[0.7908974,0.000012394189,0.00013432393,0.000062033374,0.00037589646,0.0000090121275,0.001656603,0.000010854705,0.20684147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976196,0.00016509929,0.00032845273,0.0009891035,0.00037564948,0.00052204565],"domain_scores_gemma":[0.9990466,0.00017992407,0.00014503185,0.00015287468,0.0001434483,0.00033209444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017336203,0.0005219984,0.00062292296,0.000028885477,0.0002828221,0.0002650544,0.0004180579,0.0002728261,0.12529236],"category_scores_gemma":[0.00003699699,0.0002233082,0.000100044126,0.0013326951,0.00018725972,0.00021693567,0.00008848333,0.00029997854,0.00015905849],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01290175,0.00050673325,0.0021644188,0.0009703856,0.00032592373,0.0003251916,0.036028538,0.000011260687,0.014867704,0.00016850587,0.0022807068,0.9294489],"study_design_scores_gemma":[0.0021499556,0.008850223,0.029566268,0.0030369146,0.0007152714,0.000030934505,0.39970568,0.000042716834,0.006297412,0.000054570333,0.5465049,0.0030451268],"about_ca_topic_score_codex":0.00034437887,"about_ca_topic_score_gemma":0.014462633,"teacher_disagreement_score":0.92640376,"about_ca_system_score_codex":0.0001607596,"about_ca_system_score_gemma":0.00006932952,"threshold_uncertainty_score":0.91062444},"labels":[],"label_agreement":null},{"id":"W7036685400","doi":"","title":"Citizen Brief: Addressing Health System Sustainability in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Medical Association; McMaster University","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.02296033296320863,"score_gpt":0.20729822795255948,"score_spread":0.18433789498935085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036685400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003266428,0.00009495676,0.0000065463614,0.00055846036,0.000084227206,0.00035184968,0.00012885383,0.00021110715,0.99529755],"genre_scores_gemma":[0.0635959,0.000012987066,0.00001893419,0.000073901254,0.0001693255,0.0000017785276,0.00004600085,0.000006094037,0.9360751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846756,0.0001870157,0.00017267253,0.0005481463,0.00014532544,0.00047929102],"domain_scores_gemma":[0.9994348,0.00008229725,0.00021928789,0.000089783956,0.000028062786,0.00014573224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001116876,0.00029189128,0.0004592799,0.000026151747,0.00011266815,0.000041455016,0.00040563213,0.00035287515,0.16306989],"category_scores_gemma":[0.000009034479,0.000120032986,0.00012992493,0.00020419787,0.00013869035,0.000077015975,0.00021010962,0.00028627878,0.000035547488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021961724,0.00018755674,0.01683907,0.00046321584,0.00006159281,0.00024395168,0.000099034354,5.3861856e-7,0.0011621183,0.000864247,0.047704767,0.9321543],"study_design_scores_gemma":[0.0002649859,0.00008716513,0.006493354,0.00056647795,0.0000068141026,0.0000046011123,0.0010021768,5.5366286e-7,0.000061500905,0.00008012865,0.9911253,0.0003069647],"about_ca_topic_score_codex":0.06335796,"about_ca_topic_score_gemma":0.35001487,"teacher_disagreement_score":0.9434205,"about_ca_system_score_codex":0.0012462882,"about_ca_system_score_gemma":0.000113313356,"threshold_uncertainty_score":0.9428792},"labels":[],"label_agreement":null},{"id":"W7036852042","doi":"","title":"Co-creating an Inclusive and Caring National School Food Program in Canada: Parent and Teacher Perspectives","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Inclusion (mineral); Quality (philosophy); Semi-structured interview","score_opus":0.0240587154740681,"score_gpt":0.2694511941627505,"score_spread":0.24539247868868239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036852042","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14271198,0.0031437092,0.000002653253,0.000050876813,0.00012301494,0.0009917222,0.00053495704,0.00018547416,0.8522556],"genre_scores_gemma":[0.8502209,0.00018494388,0.00040272216,0.000014749674,0.00028166152,0.000015844045,0.00020908579,0.00022953111,0.14844057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624085,0.00023337439,0.00035976694,0.0012959705,0.0012856927,0.0005843589],"domain_scores_gemma":[0.9984542,0.00007200996,0.00029904852,0.00024532783,0.0005009305,0.0004284786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036766214,0.0006358201,0.0006636689,0.0008525828,0.0002449549,0.0002617609,0.0003206334,0.0003072267,0.0045065987],"category_scores_gemma":[0.00015813165,0.0007333373,0.000079129444,0.0009344236,0.00019829985,0.0005092111,0.0006283819,0.0012080753,0.00001401084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00033099132,0.0004904296,0.39592496,0.001651997,0.0021541012,0.0033982687,0.013376303,0.00022361412,0.00017861676,0.0029416548,0.0044149244,0.57491416],"study_design_scores_gemma":[0.0028586558,0.00063316966,0.096466236,0.0024410752,0.00084964396,0.00033946778,0.1330492,0.0016859091,0.00003533532,0.00034236486,0.7586967,0.0026022817],"about_ca_topic_score_codex":0.54605466,"about_ca_topic_score_gemma":0.94739956,"teacher_disagreement_score":0.75428176,"about_ca_system_score_codex":0.016202169,"about_ca_system_score_gemma":0.011004587,"threshold_uncertainty_score":0.9995118},"labels":[],"label_agreement":null},{"id":"W7036858698","doi":"","title":"Cumulative Impacts of Forest Management on the Accumulation and Biomagnification of Mercury and its Relationship to Autochthony in Stream Food Webs in New Brunswick, Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomagnification; Trophic level; Mercury (programming language); Methylmercury; Food chain; Food web; Organic matter; Biogeochemical cycle","score_opus":0.03332440301446827,"score_gpt":0.22412234458004707,"score_spread":0.1907979415655788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036858698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896121,0.00009561009,0.0000031258737,0.00030856195,0.00002988652,0.0005029362,0.000048774455,0.0000037968668,0.009395229],"genre_scores_gemma":[0.99631447,0.00002427774,0.000015395917,0.000014164521,0.0000092321225,0.0000010377605,0.0003312858,6.4196587e-7,0.0032894923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923134,0.00008811474,0.00019823649,0.00023498439,0.00013576495,0.00011158647],"domain_scores_gemma":[0.99947464,0.00019231411,0.00017339805,0.000048328387,0.000054569296,0.000056773257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007704573,0.00012750107,0.00016358052,0.00005788662,0.000051365263,0.000017466304,0.000096912445,0.0001026502,0.0004913456],"category_scores_gemma":[0.000039095605,0.00007321074,0.000026423442,0.00065876375,0.000010932211,0.00010327217,0.000037939983,0.000092840084,3.591806e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057999557,0.00012289501,0.7513062,0.00020189203,0.00005379674,0.00001304295,0.00080589735,0.00068427756,0.00047962953,0.031001113,0.00005516502,0.21469611],"study_design_scores_gemma":[0.0002448989,0.0001271961,0.9919807,0.0002607353,0.000024411353,2.190326e-7,0.004565797,0.0001561975,0.00049850106,0.000116191106,0.0019142795,0.00011091969],"about_ca_topic_score_codex":0.102932446,"about_ca_topic_score_gemma":0.98147607,"teacher_disagreement_score":0.8785436,"about_ca_system_score_codex":0.00011635856,"about_ca_system_score_gemma":0.00014445868,"threshold_uncertainty_score":0.9030412},"labels":[],"label_agreement":null},{"id":"W7036962589","doi":"","title":"THE DESIGN AND EVALUATION OF A KNOWLEDGE TRANSLATION TOOL FOR PREGNANT SOUTH ASIANS AND THEIR PRIMARY CARE PHYSICIANS: USING A SCALABLE APPROACH TO ADDRESS A PUBLIC HEALTH CHALLENGE IN A PRIORITY POPULATION","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Public health; Population; Psychological intervention; Prenatal care; Disease; Health care; Knowledge translation","score_opus":0.08854526476998385,"score_gpt":0.2837345044565992,"score_spread":0.19518923968661533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036962589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7134136,0.08536003,0.11796406,0.0004363773,0.00053707405,0.03268484,0.00033180826,0.00013244127,0.049139787],"genre_scores_gemma":[0.9880381,0.0005269363,0.0067155017,0.00003012594,0.00007109591,0.000089613975,0.0018999695,0.00009818994,0.002530468],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981971,0.0004610498,0.00028993297,0.00050319533,0.00027544322,0.00027328],"domain_scores_gemma":[0.99891585,0.00007461524,0.0002614347,0.00022518972,0.00043932066,0.00008359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005573945,0.0002502565,0.00048917293,0.0002447114,0.00018621379,0.000042174015,0.00008350495,0.0002383669,0.000018598672],"category_scores_gemma":[0.000037725644,0.0002344467,0.00009557221,0.0005577616,0.00003121692,0.00014284145,0.000028808701,0.00021875075,9.46225e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060624373,0.00016403451,0.0001485395,0.0028432028,0.00012246362,0.0000012858313,0.06574471,0.0004953016,0.0006816263,0.00008893441,0.0000025267068,0.9291011],"study_design_scores_gemma":[0.04133972,0.0034056345,0.05780274,0.033719238,0.004133441,0.000040937095,0.47958493,0.3602938,0.0019574736,0.00027298936,0.014764673,0.0026844097],"about_ca_topic_score_codex":0.00013600315,"about_ca_topic_score_gemma":0.0019569139,"teacher_disagreement_score":0.9264167,"about_ca_system_score_codex":0.0008270119,"about_ca_system_score_gemma":0.0010700923,"threshold_uncertainty_score":0.9560459},"labels":[],"label_agreement":null},{"id":"W7037058896","doi":"","title":"DISMANTLING BIFURCATING DISCOURSES OF HOMELESSNESS: TOWARD AN ONTOLOGY OF LAND/BODY SIMULTANEITY AND RESISTANCE TO THE SEVERING VIOLENCE OF OCCUPATION, SETTLEMENT AND DEVELOPMENT","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Resistance (ecology); Identity (music); Politics; Embodied cognition; Transformative learning; Appropriation; Precarity; Discourse analysis; Governmentality","score_opus":0.009590750283805925,"score_gpt":0.2319650746181245,"score_spread":0.22237432433431856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037058896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967979,0.000881438,0.0003543632,0.000008302597,0.0000431947,0.00018474272,0.0008558509,0.0000031281957,0.0008710894],"genre_scores_gemma":[0.99675506,0.00027705787,0.00064821955,0.000007905856,0.000011974103,0.0000023465045,0.0007814276,0.000009744678,0.00150626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992177,0.00006688022,0.00019951872,0.0002709079,0.00012079622,0.00012421182],"domain_scores_gemma":[0.9994492,0.00002198649,0.0002463177,0.00014415731,0.000085005864,0.000053331438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007740228,0.0001372542,0.00022562151,0.000055429486,0.000087633205,0.0000062207005,0.00017975566,0.00006684573,0.00013821402],"category_scores_gemma":[0.00002391578,0.0001258647,0.000028853538,0.00009833103,0.000038173028,0.0000079902675,0.00013274034,0.000055949637,6.148224e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038144386,0.0003725877,0.4470673,0.0035542222,0.00056137046,0.000033515837,0.009783944,0.0016598561,0.3318116,0.00044463165,0.000034046425,0.2008625],"study_design_scores_gemma":[0.0017344377,0.0008083525,0.7391121,0.001524644,0.0004922526,0.0000055141277,0.097905,0.00022277478,0.11359937,0.000034940993,0.04346664,0.0010940189],"about_ca_topic_score_codex":0.00007059113,"about_ca_topic_score_gemma":0.0030947863,"teacher_disagreement_score":0.29204476,"about_ca_system_score_codex":0.0000152042685,"about_ca_system_score_gemma":0.00010243438,"threshold_uncertainty_score":0.5132614},"labels":[],"label_agreement":null},{"id":"W7037070307","doi":"","title":"Development and Implementation of a P4 Parallel Through-the-Road Hybrid Electric Vehicle","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Electric vehicle; Component (thermodynamics); Hybrid vehicle; Control (management); MATLAB; Control system; Development (topology)","score_opus":0.023520134567986288,"score_gpt":0.2756119393416821,"score_spread":0.2520918047736958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037070307","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78242505,0.000505776,0.0004022953,0.0005485123,0.00074048893,0.0015095917,0.000053021216,0.00022028873,0.21359496],"genre_scores_gemma":[0.4904001,0.002855292,0.0021541694,0.00014430318,0.00040351631,0.00003193818,0.0012008108,0.00010298786,0.5027069],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986939,0.0001553962,0.00020772121,0.00031215858,0.00034794476,0.00028288763],"domain_scores_gemma":[0.99938357,0.00004427719,0.0002525506,0.00016942823,0.00009167812,0.00005848713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022115333,0.0001643843,0.00019186318,0.00012557863,0.00063471025,0.00006689378,0.00044017762,0.00012872518,0.0032122247],"category_scores_gemma":[0.000031350723,0.000170233,0.00005781369,0.0006522797,0.00006318232,0.00034348242,0.00012673285,0.00019308287,0.00003492941],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014396521,0.000041475974,0.0004943976,0.00017394207,0.00013380175,0.000019539058,0.050051678,0.0000019049761,0.00038687183,0.0055681006,0.0014573365,0.941527],"study_design_scores_gemma":[0.0010331617,0.00008159683,0.016143369,0.00009249214,0.00015780958,0.0000010304028,0.17219004,0.000027428458,0.0034753352,0.0019657088,0.804384,0.00044806398],"about_ca_topic_score_codex":0.013837045,"about_ca_topic_score_gemma":0.062464457,"teacher_disagreement_score":0.9410789,"about_ca_system_score_codex":0.00018894143,"about_ca_system_score_gemma":0.00040923295,"threshold_uncertainty_score":0.99769896},"labels":[],"label_agreement":null},{"id":"W7037072998","doi":"","title":"DETERMINATION OF DDT AND ITS METABOLITES IN SEDIMENTS AND SOILS FROM COOTES PARADISE AND VICINITY, HAMILTON, ON, CANADA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Toxicity and Pharmacological Properties","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sediment; Soil water; Surface runoff; Pesticide; Remedial action; Paradise; Peat","score_opus":0.015862470467895285,"score_gpt":0.21967571864371674,"score_spread":0.20381324817582144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037072998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932423,0.001407714,0.0000013953464,0.000019178611,0.000078993275,0.00014209785,0.00024838874,0.000004696418,0.0048552165],"genre_scores_gemma":[0.9654026,0.0019063184,0.00002728104,0.00009593635,0.000023104103,0.0000011291035,0.00051594485,0.000011492015,0.032016188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993193,0.00007314227,0.00011996079,0.00028043168,0.00008777965,0.000119384014],"domain_scores_gemma":[0.999712,0.00004965551,0.00008710971,0.000053762426,0.000033417415,0.00006408356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041198517,0.00015895223,0.0002093471,0.00005706478,0.000047926005,0.000012799849,0.00008357568,0.0001774093,0.00023727442],"category_scores_gemma":[0.000019736603,0.00015639697,0.000016746893,0.00006725617,0.00003465998,0.0000084111225,0.00005591223,0.00010585459,6.285489e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036026048,0.00021555214,0.020969078,0.001182448,0.0005114679,0.00032823888,0.0019067146,0.00006617446,0.7616202,0.0001692487,0.0008969467,0.20853132],"study_design_scores_gemma":[0.0046645007,0.00076952233,0.1830547,0.0006284538,0.0005241181,0.0000068693384,0.0041191597,0.0014663297,0.7298913,0.00033783313,0.07322593,0.0013112806],"about_ca_topic_score_codex":0.015074215,"about_ca_topic_score_gemma":0.1999549,"teacher_disagreement_score":0.20722005,"about_ca_system_score_codex":0.000014528579,"about_ca_system_score_gemma":0.00006180186,"threshold_uncertainty_score":0.99148446},"labels":[],"label_agreement":null},{"id":"W7037094002","doi":"","title":"DEVELOPMENT OF A MULTIDIMENSIONAL FLUORESCENCE MICROSCOPE USING MULTIPOINT CONFOCAL SCANNING","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Multispectral image; Confocal; Photobleaching; Confocal microscopy; Microscope; Microscopy; Detector; Spectral imaging","score_opus":0.0402233120506689,"score_gpt":0.23073874942968584,"score_spread":0.19051543737901694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037094002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3058274,0.0002727855,0.000016524407,0.0000044644803,0.0011956856,0.00026734523,0.000089229594,0.000076798744,0.6922498],"genre_scores_gemma":[0.07793408,0.0000044332546,0.0040750396,0.000025015419,0.00016453242,0.000001158735,0.00031004293,0.00006954421,0.91741616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849236,0.000030614643,0.00039265462,0.00042919532,0.00033646522,0.00031870473],"domain_scores_gemma":[0.9992554,0.000033085493,0.0002223572,0.00015435382,0.00023714146,0.000097639124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008808136,0.0003667572,0.00039060824,0.00027055075,0.00038136728,0.00029846074,0.0003032316,0.00014939459,0.05449893],"category_scores_gemma":[0.000007505047,0.00038125896,0.00018622287,0.0000833205,0.00018405574,0.00042187845,0.00014378518,0.00037999568,0.00011571939],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012273458,0.00044578128,0.00007587927,0.0035858657,0.0011383609,0.0005985856,0.35623872,0.000083410385,0.019636853,0.21015309,0.0016994461,0.40511668],"study_design_scores_gemma":[0.00046391014,0.000046772377,0.000043560067,0.0020022818,0.00015050045,0.0000030455578,0.08695263,0.00036294785,0.0038170584,0.000062521474,0.90552944,0.00056531094],"about_ca_topic_score_codex":0.00024699402,"about_ca_topic_score_gemma":0.0043910155,"teacher_disagreement_score":0.90383,"about_ca_system_score_codex":0.00020014825,"about_ca_system_score_gemma":0.00034419002,"threshold_uncertainty_score":0.9998639},"labels":[],"label_agreement":null},{"id":"W7037134970","doi":"","title":"A Cross-Cultural Investigation of Shyness in Adults and Children","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shyness; Subconscious; Context (archaeology); Sarcasm","score_opus":0.01089281254522878,"score_gpt":0.22372122118419857,"score_spread":0.2128284086389698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037134970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625439,0.000013804021,1.9829781e-7,0.000017104465,0.00016456484,0.000248037,0.000031041604,0.000029386045,0.036951937],"genre_scores_gemma":[0.77561796,0.000043118278,0.000063370004,0.00001952386,0.000018209625,0.0000022519437,0.0004191647,0.00001758984,0.22379883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905044,0.000059923932,0.00017929825,0.0004017366,0.00010618806,0.00020243191],"domain_scores_gemma":[0.999628,0.000023526178,0.00015964442,0.0001092267,0.00001744381,0.00006217906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068689944,0.00018090766,0.00022968711,0.000089419795,0.000067008215,0.000017795286,0.0002307766,0.00035323275,0.01622724],"category_scores_gemma":[0.000014597798,0.0001853844,0.000048597147,0.0004116016,0.00033434102,0.00023976743,0.000117764284,0.00019862782,0.00007568741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013118699,0.000021744203,0.9712124,0.000048753853,0.000010884018,0.000016281383,0.00089325,0.000015015271,0.0013289875,0.000011781166,0.000121341385,0.026188407],"study_design_scores_gemma":[0.00068976224,0.00007490843,0.9962971,0.000091531634,0.000030646035,0.0000020757595,0.0016494228,0.000014319012,0.00036051936,0.00003245883,0.000563769,0.00019347483],"about_ca_topic_score_codex":0.0019425914,"about_ca_topic_score_gemma":0.029562348,"teacher_disagreement_score":0.18692598,"about_ca_system_score_codex":0.00011607994,"about_ca_system_score_gemma":0.000015036005,"threshold_uncertainty_score":0.9881456},"labels":[],"label_agreement":null},{"id":"W7037206939","doi":"","title":"The effect of sprint interval training on non-invasively determined peak cardiac output and the role of biological sex","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sprint; Cardiac output; Repeatability; Interval training; VO2 max; Heart rate; Interval (graph theory); Fick principle; VEST","score_opus":0.015429404629680095,"score_gpt":0.2104175552838317,"score_spread":0.1949881506541516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037206939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6305282,0.000033564764,0.0000071769655,0.000028461234,0.00018087616,0.0006549748,0.000011542098,0.000017242486,0.36853793],"genre_scores_gemma":[0.878748,0.000081881,0.000014288316,0.00000912958,0.000020775198,0.0000053704443,0.00001590058,0.0000210614,0.12108358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984559,0.000388714,0.0002387099,0.00036415283,0.0002930621,0.00025945873],"domain_scores_gemma":[0.9987547,0.0005466026,0.00028929298,0.0003422747,0.000008733481,0.000058402682],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004917409,0.0002663649,0.0004974925,0.000052475432,0.00015904388,0.000025547028,0.0006905485,0.00017522005,0.0011565407],"category_scores_gemma":[0.000053287386,0.00016115405,0.00024372115,0.00024172601,0.00040487415,0.000042495452,0.0005821933,0.00030154004,0.000034946283],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020515178,0.000024680641,0.0067918496,0.0001234247,0.0003624035,0.000024785224,0.006720086,0.0017736588,0.00060827984,0.00068307103,0.000084302716,0.98075193],"study_design_scores_gemma":[0.012164669,0.005649088,0.30076385,0.0015952879,0.0019816833,0.0000045396205,0.2618762,0.021899551,0.021648098,0.00066700636,0.3694256,0.0023244524],"about_ca_topic_score_codex":0.00079494994,"about_ca_topic_score_gemma":0.0007992222,"teacher_disagreement_score":0.97842747,"about_ca_system_score_codex":0.000094301424,"about_ca_system_score_gemma":0.000011096412,"threshold_uncertainty_score":0.9997565},"labels":[],"label_agreement":null},{"id":"W7037447015","doi":"","title":"Drivers of Dissolved Organic Matter Quality and Concentration in a Mountainous Subarctic Watershed","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Hydrology (agriculture); Water quality; Snowmelt; Watershed; Aquatic ecosystem","score_opus":0.02552457480681734,"score_gpt":0.27592865730697175,"score_spread":0.2504040825001544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037447015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81035256,0.00004843869,0.000005211259,0.00021358268,0.00017396602,0.00029994323,0.000014697527,0.0000397799,0.18885183],"genre_scores_gemma":[0.7845895,0.00016222551,0.000011997446,0.000040609695,0.00002527888,7.979528e-7,0.00008281482,0.000016934744,0.21506982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847543,0.0002851232,0.00026402785,0.00032323148,0.00030123116,0.00035096754],"domain_scores_gemma":[0.99933434,0.00011898363,0.00022016041,0.00012686681,0.00009842201,0.00010122233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022010613,0.00020214124,0.0003841332,0.00013904662,0.00021535471,0.000054723227,0.00019438662,0.00022848349,0.011798711],"category_scores_gemma":[0.00005049396,0.00022410737,0.00007944444,0.00054744916,0.00018925175,0.00028002728,0.000051252806,0.00017092578,0.00006097564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005457351,0.00012741699,0.6514645,0.0006844075,0.0002156471,0.00007956995,0.3220561,0.0000060566786,0.0014111502,0.0022316885,0.00035829208,0.020819385],"study_design_scores_gemma":[0.0012211319,0.0000629005,0.5835136,0.00020492406,0.00012934802,2.6758207e-7,0.40818802,0.0000034617967,0.00020104802,0.00030477883,0.0057636015,0.0004068967],"about_ca_topic_score_codex":0.007988147,"about_ca_topic_score_gemma":0.0980623,"teacher_disagreement_score":0.09007415,"about_ca_system_score_codex":0.00019120048,"about_ca_system_score_gemma":0.00018368277,"threshold_uncertainty_score":0.99861777},"labels":[],"label_agreement":null},{"id":"W7037467411","doi":"","title":"Enhancing Additive-Subtractive Hybrid Manufacturing: Addressing the Lubrication Challenge in the Subtractive Process for Improving the Surface Integrity of AISI H13","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Lubricant; Machinability; Coolant; Lubrication; Surface integrity; Coating","score_opus":0.02662283217752098,"score_gpt":0.24773928840011655,"score_spread":0.22111645622259557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037467411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90134317,0.00010174157,0.00036605474,0.0010555178,0.00030342952,0.0014195335,0.00005555116,0.000029223056,0.09532579],"genre_scores_gemma":[0.97934014,0.000026352081,0.000048936676,0.000110030844,0.000058115347,0.00002700238,0.000120281744,0.000024951365,0.020244218],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983485,0.00029315546,0.00026725783,0.00050526037,0.0002981916,0.00028763415],"domain_scores_gemma":[0.9983247,0.00083250605,0.00048449714,0.0002779643,0.00005322426,0.000027110565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058120774,0.00027619352,0.00023328682,0.0000541968,0.0004436053,0.00006162775,0.0007581854,0.00021415422,0.0025889669],"category_scores_gemma":[0.00008684756,0.00018032652,0.00013293917,0.00033330033,0.00018523453,0.0005163521,0.000090578826,0.0009961462,0.00001814004],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004794659,0.0014455385,0.014776045,0.0028970053,0.00092607347,0.00019688252,0.22056769,0.00580315,0.010193102,0.0035911386,0.0032664114,0.7315423],"study_design_scores_gemma":[0.001683074,0.0004994581,0.36169645,0.001122809,0.0012812533,0.000024898205,0.43825975,0.005709844,0.12986416,0.0025239708,0.05587161,0.0014627323],"about_ca_topic_score_codex":0.00063990726,"about_ca_topic_score_gemma":0.009886723,"teacher_disagreement_score":0.7300796,"about_ca_system_score_codex":0.00021979676,"about_ca_system_score_gemma":0.00010679792,"threshold_uncertainty_score":0.9983228},"labels":[],"label_agreement":null},{"id":"W7037624321","doi":"","title":"Engaging Communities in Setting Priorities for Home and Community Care in Northeastern Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community participation; Community-based care; Data collection; Community practice; Health care; Community engagement; Community-based participatory research; Government (linguistics); Qualitative research","score_opus":0.015547170366998892,"score_gpt":0.20326124551303146,"score_spread":0.18771407514603256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037624321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037026137,0.0017146094,0.0063754353,0.000117880714,0.00055469206,0.001007484,0.00013094471,0.0004432653,0.95262957],"genre_scores_gemma":[0.04492333,0.000034232806,0.028735789,0.00013143067,0.00012904985,0.000004194159,0.00008227474,0.00022411709,0.9257356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829483,0.00062503415,0.00019113882,0.00030176563,0.00016443401,0.00042280182],"domain_scores_gemma":[0.9989285,0.00025525576,0.00014160716,0.00052951725,0.0000508358,0.000094293595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037270546,0.00034068944,0.00044616094,0.00055819144,0.00025454827,0.00014981172,0.0011364912,0.00020068299,0.0004152165],"category_scores_gemma":[0.000008134581,0.0003853305,0.000056621404,0.00033931294,0.000115423914,0.0001688596,0.0011501936,0.0013428815,0.0000022074319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056787318,0.000093325776,0.041486755,0.0009530061,0.00006597162,0.00015381869,0.24056853,0.0013950255,8.7071083e-7,0.0005124951,0.0016451367,0.71306825],"study_design_scores_gemma":[0.0021931105,0.00021498425,0.0016560528,0.0016277087,0.000017212054,0.000016086027,0.04599906,0.016710373,9.509573e-7,0.00028824218,0.93054134,0.00073487544],"about_ca_topic_score_codex":0.081449576,"about_ca_topic_score_gemma":0.7246274,"teacher_disagreement_score":0.9288962,"about_ca_system_score_codex":0.0003225987,"about_ca_system_score_gemma":0.00026509838,"threshold_uncertainty_score":0.99985987},"labels":[],"label_agreement":null},{"id":"W7037746102","doi":"","title":"Exploring methods to maintain and improve captive big brown bat (Eptesicus fuscus) flight","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Limiting; Population; Context (archaeology); Ectotherm","score_opus":0.043941702069490295,"score_gpt":0.2279609821696317,"score_spread":0.1840192801001414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037746102","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5920078,0.00020088327,0.0008011296,0.0003814783,0.0011190766,0.00085104664,0.00028838357,0.00013951161,0.40421066],"genre_scores_gemma":[0.37001026,0.00019132048,0.0029283704,0.00026613852,0.0006790631,0.00004634266,0.0013653189,0.000004197042,0.624509],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845695,0.0001784657,0.0001934481,0.0006661732,0.00013946857,0.00036550986],"domain_scores_gemma":[0.9992864,0.00018214373,0.00012492221,0.00008569543,0.00011694028,0.00020387478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014016898,0.00034383466,0.00035104938,0.00006823343,0.00030472325,0.00011927178,0.00030428616,0.00020252344,0.008189673],"category_scores_gemma":[0.000033154407,0.00019271631,0.00015250716,0.00070412556,0.000025181853,0.00023595594,0.00017533693,0.00025493305,0.000025846508],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027095331,0.000030433235,0.00024998028,0.000043745196,0.00004596224,0.000021652948,0.00019972793,0.0000022914319,0.006665043,0.0012140376,0.000076696626,0.99117947],"study_design_scores_gemma":[0.00031783458,0.0002300345,0.015296596,0.00019668628,0.00014668982,0.0000013961819,0.011923766,0.00002036135,0.011755155,0.0001887029,0.9593418,0.00058096973],"about_ca_topic_score_codex":0.0010318961,"about_ca_topic_score_gemma":0.017808579,"teacher_disagreement_score":0.9905985,"about_ca_system_score_codex":0.00018968224,"about_ca_system_score_gemma":0.000034880784,"threshold_uncertainty_score":0.9937605},"labels":[],"label_agreement":null},{"id":"W7037758403","doi":"","title":"Experiences of Visible Minority Transnational Carer-employees","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Workload; Feeling; Immigration; Intersectionality; Coping (psychology); Work (physics); Health care","score_opus":0.01255244142125092,"score_gpt":0.2212508112790547,"score_spread":0.20869836985780377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037758403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4169905,0.00021786924,0.000045808258,0.00002212917,0.0004641977,0.00016631836,0.00006090601,0.000023470611,0.5820088],"genre_scores_gemma":[0.7700908,0.000034827834,0.0001347435,0.000013035954,0.00009126787,0.0000047718004,0.0011664693,0.00001378607,0.22845028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990503,0.00006202671,0.00017064433,0.00040641645,0.00011778064,0.00019284221],"domain_scores_gemma":[0.99947995,0.000020528922,0.00014182081,0.00018548967,0.00011576523,0.000056451194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046469384,0.00021414708,0.00022884966,0.000103561986,0.00007818013,0.000010571859,0.00034177263,0.00043899112,0.005465201],"category_scores_gemma":[0.000011682238,0.00023226769,0.00017566931,0.0001881624,0.000094771574,0.000008286197,0.00004597847,0.00012610221,0.000012536233],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035310583,0.00088040566,0.04443815,0.0016028489,0.0027560254,0.00017166106,0.041690283,0.00012733699,0.03624207,0.010160696,0.0033862053,0.85501325],"study_design_scores_gemma":[0.0010190659,0.0005889872,0.0027577558,0.00007016272,0.0001836698,0.0000035523067,0.08840117,0.0000068727213,0.05693672,0.0001113051,0.8491379,0.00078284915],"about_ca_topic_score_codex":0.00006722272,"about_ca_topic_score_gemma":0.0009989117,"teacher_disagreement_score":0.8542304,"about_ca_system_score_codex":0.000018644925,"about_ca_system_score_gemma":0.00014137874,"threshold_uncertainty_score":0.99544394},"labels":[],"label_agreement":null},{"id":"W7037780579","doi":"","title":"Exploring the Significance of Autophagy in Host Defense in an Enteric Parasitic Infection","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Autophagy; Immune system; ATG16L1; Host (biology); In vitro; Feces; Gut flora; Intestinal mucosa","score_opus":0.033517721819643374,"score_gpt":0.26029856192736606,"score_spread":0.22678084010772268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037780579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955226,0.00035240882,0.0000103711245,0.000021851352,0.0004295142,0.00051321153,0.000009097866,0.000048292182,0.043389246],"genre_scores_gemma":[0.9430508,0.0003207202,0.000014131295,0.000039060633,0.000061027247,0.000013727117,0.00009705724,0.000038293427,0.056365192],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998837,0.00012343921,0.00025634427,0.00036576914,0.00019309834,0.00022433011],"domain_scores_gemma":[0.99944633,0.000045507113,0.00011418758,0.00027144753,0.000048959533,0.00007358124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008729207,0.00023706093,0.000365504,0.000428638,0.000035528632,0.000020159996,0.0001487012,0.00013489257,0.004091752],"category_scores_gemma":[0.000009405575,0.00021539073,0.0001358012,0.0009034705,0.000046413523,0.00025452726,0.00001739302,0.00042549864,0.000030923533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012017708,0.0032331252,0.15213144,0.008566416,0.0011300466,0.010256468,0.05328054,0.00089681946,0.059593074,0.005125543,0.00013232697,0.6936365],"study_design_scores_gemma":[0.0029190206,0.000707923,0.95238596,0.0026703195,0.00054644747,0.000015435671,0.012685678,0.0005034473,0.014888449,0.00021515299,0.011919147,0.0005430005],"about_ca_topic_score_codex":0.0007249731,"about_ca_topic_score_gemma":0.0034479732,"teacher_disagreement_score":0.8002545,"about_ca_system_score_codex":0.00023320931,"about_ca_system_score_gemma":0.00016024378,"threshold_uncertainty_score":0.99681866},"labels":[],"label_agreement":null},{"id":"W7037787878","doi":"","title":"Factors influencing cellular radiosensitivity and survival curve analysis.","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs; Northeastern States Research Cooperative","keywords":"Radiosensitivity; Bystander effect; Survival analysis; Ionizing radiation; Radiobiology; Population; End point; Cell survival; Dose–response relationship","score_opus":0.016890308252984963,"score_gpt":0.20120896395174914,"score_spread":0.18431865569876418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037787878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846622,0.0006017816,0.00092965027,0.0000665528,0.0006354879,0.00013846764,0.000017090057,0.00031075117,0.21263805],"genre_scores_gemma":[0.8254509,0.00003452162,0.000021454793,0.000059204256,0.00037557053,5.0062164e-7,0.00081227685,0.00006431124,0.17318124],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803126,0.000029304305,0.00029024584,0.00087567116,0.00039637738,0.00037715826],"domain_scores_gemma":[0.9990167,0.00004290648,0.00033542386,0.0002760174,0.0002908549,0.000038072525],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019638866,0.0005644344,0.00083570153,0.0014805957,0.00030467453,0.000678883,0.00030917005,0.00034669047,0.0060130414],"category_scores_gemma":[0.000027409924,0.0005589543,0.0004569967,0.0034392376,0.000054769538,0.0009998161,0.00018291004,0.0004689916,0.00007821953],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009870109,0.0006606709,0.3567237,0.02343909,0.0340132,0.0026181098,0.008025354,0.019528575,0.0042252555,0.02745431,0.002056227,0.5202685],"study_design_scores_gemma":[0.0028349403,0.00004283001,0.09100069,0.0022472267,0.09618427,0.000002339383,0.09076087,0.20240825,0.0007789976,0.003180618,0.5022082,0.008350789],"about_ca_topic_score_codex":0.0030190316,"about_ca_topic_score_gemma":0.0058399,"teacher_disagreement_score":0.5119177,"about_ca_system_score_codex":0.00008240153,"about_ca_system_score_gemma":0.000053004234,"threshold_uncertainty_score":0.9996862},"labels":[],"label_agreement":null},{"id":"W7037809180","doi":"","title":"Evaluating the Safety and Efficacy of Mental Health Apps for Patients on Waiting Lists","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Suicide prevention; Point (geometry); Occupational safety and health; Human factors and ergonomics","score_opus":0.12034618695602803,"score_gpt":0.37170850405545325,"score_spread":0.25136231709942525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037809180","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025588446,0.0010805331,0.019369647,0.006567732,0.0017444764,0.005027968,0.00065911456,0.00020343458,0.9627882],"genre_scores_gemma":[0.019607231,0.0056956457,0.015955959,0.0004007144,0.0002624493,0.000011001203,0.0005799438,0.00012153128,0.9573655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968117,0.00035647774,0.00037677112,0.0008180993,0.0012327735,0.00040416137],"domain_scores_gemma":[0.9975333,0.0007910517,0.0005981429,0.00074017077,0.00022639103,0.000110908855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021192795,0.00025889993,0.0003492931,0.00024348163,0.0003377012,0.00069074257,0.0017750107,0.00008465459,0.00032670924],"category_scores_gemma":[0.00045772447,0.00021202306,0.00012514085,0.00054700585,0.000091024696,0.0023284222,0.0024596476,0.00040467526,0.000007912922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015717733,0.00009701675,0.0001349304,0.00084946724,0.00020005358,0.000011415193,0.00034054462,0.00004042072,0.0000027011868,0.020801341,0.0038524831,0.9735125],"study_design_scores_gemma":[0.0010920572,0.0009981942,0.0005357544,0.00085619825,0.0000640076,0.000002768472,0.00028186047,0.006885811,0.000006967967,0.000059692225,0.9889893,0.00022737074],"about_ca_topic_score_codex":0.0002680291,"about_ca_topic_score_gemma":0.000070514485,"teacher_disagreement_score":0.9851368,"about_ca_system_score_codex":0.0005075361,"about_ca_system_score_gemma":0.00055027247,"threshold_uncertainty_score":0.86460495},"labels":[],"label_agreement":null},{"id":"W7037829913","doi":"","title":"THE EXPERIENCES OF BLACK WOMEN IN REGARD TO AIR POLLUTION IN TORONTO","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Air pollution; Population; Pollution; Air quality index; Black women; Face (sociological concept)","score_opus":0.009750435106078603,"score_gpt":0.21307520878692043,"score_spread":0.20332477368084184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037829913","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44888276,0.001384121,7.9597083e-7,0.00012270828,0.00050444034,0.00014634566,0.000009059095,0.000012530408,0.54893726],"genre_scores_gemma":[0.65911555,0.00023271657,0.000015500924,0.000051406856,0.000020805655,0.000001068184,0.000021679361,0.0000024813603,0.3405388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988922,0.000113489594,0.00020685911,0.00028575564,0.00016343378,0.0003382547],"domain_scores_gemma":[0.9996306,0.00006842021,0.00007822087,0.00012161377,0.000028398745,0.00007276767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017887805,0.00016111729,0.00024640776,0.00013144831,0.00008612115,0.000017322986,0.00030631895,0.00014819228,0.018755922],"category_scores_gemma":[0.000021085621,0.0001309812,0.000053786734,0.00047642202,0.00010110765,0.00014246348,0.00001705254,0.00016065144,0.000081621816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018660304,0.00005166118,0.21161243,0.00032089406,0.00015236475,0.00016119436,0.53519326,0.0016846184,0.00000819759,0.0011888957,0.004481136,0.2432793],"study_design_scores_gemma":[0.00017403747,0.00009619803,0.31013986,0.000110521854,0.000009096388,4.617541e-7,0.56842047,0.000095336385,0.0000063887974,0.00007732792,0.12072743,0.0001428736],"about_ca_topic_score_codex":0.010125625,"about_ca_topic_score_gemma":0.9189881,"teacher_disagreement_score":0.90886253,"about_ca_system_score_codex":0.00013399606,"about_ca_system_score_gemma":0.00007550356,"threshold_uncertainty_score":0.99646604},"labels":[],"label_agreement":null},{"id":"W7037835119","doi":"","title":"Evidence brief: Planning now for the future of technology-enabled healthcare work in Ontario","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Health care; Key (lock); Stakeholder; Healthcare system; MEDLINE","score_opus":0.03312606040166807,"score_gpt":0.20927441338155583,"score_spread":0.17614835297988776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037835119","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07506341,0.025428386,0.0005298418,0.028584717,0.003421324,0.008718091,0.0010114638,0.00223179,0.855011],"genre_scores_gemma":[0.048368584,0.0002464885,0.000117594944,0.00007003894,0.00025054772,0.000011758416,0.00004526547,0.000008242335,0.9508815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991794,0.000033548615,0.00012971132,0.00030556915,0.000099301615,0.00025246176],"domain_scores_gemma":[0.99948674,0.00017602798,0.00017314166,0.00008900832,0.00003648944,0.00003857894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009053934,0.00016764374,0.00023953633,0.000052273666,0.000105352934,0.000019908428,0.00042811714,0.00035985775,0.013463912],"category_scores_gemma":[0.000011253353,0.000076438984,0.00010262217,0.00092872465,0.00005980385,0.00006283237,0.00013158174,0.0002738468,0.000011300015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024369302,0.000024698396,0.13897404,0.000046237,0.000034486606,0.000020798483,0.00007274073,0.000010884392,0.000010813395,0.0004326495,0.017711738,0.84241724],"study_design_scores_gemma":[0.0001779403,0.00008894108,0.036794998,0.0008687309,0.000022852453,6.356066e-7,0.0015870694,0.000002693011,0.000008289777,0.00003293758,0.9602716,0.0001433066],"about_ca_topic_score_codex":0.0205181,"about_ca_topic_score_gemma":0.8875071,"teacher_disagreement_score":0.94255984,"about_ca_system_score_codex":0.00018107952,"about_ca_system_score_gemma":0.00004583985,"threshold_uncertainty_score":0.9874379},"labels":[],"label_agreement":null},{"id":"W7037859784","doi":"","title":"Evaluation of the Clinical Pharmacology and Toxicology (CPT) Content in the McMaster Medical School Curriculum","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical school; Test (biology); Flexibility (engineering); Educational measurement; Curriculum development; MEDLINE","score_opus":0.05420094677301579,"score_gpt":0.26816645169271847,"score_spread":0.21396550491970268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037859784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95793444,0.000054147564,0.000002262878,0.0026187603,0.00026061205,0.00049691973,0.0000075332546,0.0000060042853,0.03861935],"genre_scores_gemma":[0.9972825,0.000016152328,0.000003537612,0.0009041651,0.00008774337,0.0000024833928,0.00000405459,2.1954838e-7,0.0016991316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980837,0.0010106717,0.00019359165,0.00021174416,0.0003438071,0.00015647158],"domain_scores_gemma":[0.99944746,0.00021848029,0.00010514264,0.000049572445,0.00010183114,0.00007748464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001186573,0.00008398234,0.00014728043,0.00000903253,0.00006590039,0.000014018276,0.00034804703,0.00013925321,0.09504384],"category_scores_gemma":[0.00010825018,0.000029610828,0.00007946906,0.00025618175,0.00013427917,0.000081698556,0.00017298007,0.00021636544,0.000024678437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057672034,0.00016261487,0.5252826,0.0000038102983,0.000017302022,0.000002779586,0.00003177116,0.000005817182,0.0005391332,0.0002940356,0.00044073095,0.47316173],"study_design_scores_gemma":[0.001478097,0.00024641657,0.77946126,0.000022955663,0.00008354332,0.000008050594,0.0022992599,0.0010204499,0.000096680065,0.00005902307,0.21513349,0.00009079778],"about_ca_topic_score_codex":0.00024239189,"about_ca_topic_score_gemma":0.00286823,"teacher_disagreement_score":0.47307092,"about_ca_system_score_codex":0.00005364087,"about_ca_system_score_gemma":0.000050862356,"threshold_uncertainty_score":0.9057834},"labels":[],"label_agreement":null},{"id":"W7037955348","doi":"","title":"Fairness-oriented Joint Channel and Power Allocation for Hybrid NOMA-OMA Downlink Systems","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Telecommunications link; Bisection method; Bipartite graph; Channel (broadcasting); Channel allocation schemes; Power (physics); Optimization problem; Max-min fairness; Joint (building)","score_opus":0.01127940173529009,"score_gpt":0.2009202521910554,"score_spread":0.1896408504557653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037955348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06926607,0.023604559,0.34325314,0.0005377785,0.008629842,0.006024417,0.0009068336,0.010739358,0.537038],"genre_scores_gemma":[0.824721,0.00093760184,0.0013415567,0.000010542111,0.00005390751,0.000054241005,0.0012391708,0.0001771914,0.17146485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988329,0.000022628312,0.00028252785,0.00042697898,0.00014624407,0.00028870965],"domain_scores_gemma":[0.9991134,0.00005097985,0.00012470552,0.00048762068,0.00015533748,0.00006797738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055572476,0.00039505094,0.00039392867,0.0003876942,0.00012463235,0.00008699542,0.00038098122,0.00033648862,0.00058422843],"category_scores_gemma":[0.000018640752,0.00046210922,0.00010621835,0.00037030072,0.000052819738,0.00027655857,0.00011310369,0.00039949035,0.00004073706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005746042,0.00021454049,0.000044249653,0.015144808,0.0022549296,0.00023771245,0.0071192384,0.081917636,0.010986117,0.16441247,0.01631306,0.70078063],"study_design_scores_gemma":[0.0015783719,0.00019733174,0.00018728501,0.0018849424,0.00030970987,0.000025624291,0.036625475,0.12002627,0.009926841,0.0017195966,0.8257313,0.001787294],"about_ca_topic_score_codex":0.000020785463,"about_ca_topic_score_gemma":0.00009421548,"teacher_disagreement_score":0.8094182,"about_ca_system_score_codex":0.00027540862,"about_ca_system_score_gemma":0.000031327694,"threshold_uncertainty_score":0.99978304},"labels":[],"label_agreement":null},{"id":"W7038002410","doi":"","title":"Experimental and Computational Investigations of Chalcogen Bonding","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chalcogen; Molecule; Halogenation; van der Waals force; Deprotonation; Crystal structure; Bromine","score_opus":0.011244553419633381,"score_gpt":0.20249052548736646,"score_spread":0.19124597206773308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038002410","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2127939,0.0030625742,0.00014665537,0.000017217746,0.0002178068,0.000111164205,0.000041907886,0.00025210172,0.78335667],"genre_scores_gemma":[0.8582089,0.000029410745,0.00093081204,0.0000035966889,0.000017985716,0.0000011573229,0.00025377204,0.000026805246,0.14052758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955994,0.000009213557,0.00010959488,0.00015471758,0.000070502014,0.00009604162],"domain_scores_gemma":[0.99984235,0.000017501407,0.000023715636,0.000065517306,0.00001713263,0.000033816163],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000015929654,0.00014710029,0.0001548907,0.00020103679,0.00004714957,0.00001148915,0.00009840792,0.00019405685,0.003663581],"category_scores_gemma":[0.0000014839084,0.00018050805,0.00004382298,0.00020152441,0.00006850226,0.00010248132,0.00002257609,0.00018448952,0.000011889354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007203945,0.000056878762,0.0006512132,0.0026233657,0.00095087284,0.00017936248,0.012697887,0.010634806,0.020989828,0.90423936,0.0029787733,0.043925643],"study_design_scores_gemma":[0.0037808428,0.00072984735,0.0073611024,0.0039902874,0.0016109212,0.00010873055,0.30071184,0.1013813,0.09203998,0.16095491,0.3228018,0.0045284163],"about_ca_topic_score_codex":0.000014594461,"about_ca_topic_score_gemma":0.00006154921,"teacher_disagreement_score":0.7432844,"about_ca_system_score_codex":0.000039200742,"about_ca_system_score_gemma":0.00002451078,"threshold_uncertainty_score":0.9972472},"labels":[],"label_agreement":null},{"id":"W7038037510","doi":"","title":"(HOW) SHOULD I BE DOING THIS? PARTNERING IN RESEARCH WITH A CONSUMER SURVIVOR INITIATIVE AS AN OUTSIDER MASTER'S STUDENT","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Agency (philosophy); Set (abstract data type); Action (physics); Mental health; Narrative; Process (computing); Reflexivity; Storytelling","score_opus":0.1408531417684919,"score_gpt":0.3092257399273889,"score_spread":0.168372598158897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038037510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.718478,0.000048129947,0.00000842864,0.0002493181,0.0001108448,0.0005095091,0.00005881721,0.000045593457,0.28049135],"genre_scores_gemma":[0.9101367,0.000027527101,0.00007066866,0.00008405414,0.00014717791,0.000012458205,0.0007440751,0.0000028510303,0.088774495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750036,0.00044669013,0.00020185558,0.00074247137,0.0005490117,0.0005595875],"domain_scores_gemma":[0.9990115,0.0001630174,0.00017160708,0.00012358953,0.00034334857,0.00018689541],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003474197,0.00034178575,0.00035593813,0.00009279404,0.0003820271,0.0003761956,0.00048548862,0.00035527852,0.024392486],"category_scores_gemma":[0.000020683121,0.00017939376,0.00008424086,0.00085646077,0.00013589345,0.0006262686,0.00014831143,0.0005917666,0.000047163212],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025414238,0.0005880863,0.08305426,0.00011454705,0.00018853013,0.0005933752,0.0056671305,0.000006812213,0.0007605878,0.0011185474,0.00041725973,0.9049494],"study_design_scores_gemma":[0.00090826146,0.0012141077,0.04820595,0.00044439075,0.00006827329,0.0000058582414,0.09613274,0.000028684635,0.00095510227,0.000052708274,0.8512623,0.0007216382],"about_ca_topic_score_codex":0.0021857878,"about_ca_topic_score_gemma":0.24964717,"teacher_disagreement_score":0.9042278,"about_ca_system_score_codex":0.00023973394,"about_ca_system_score_gemma":0.00007785508,"threshold_uncertainty_score":0.9764994},"labels":[],"label_agreement":null},{"id":"W7038076112","doi":"","title":"EXPLORATION OF STRUCTURE-SWITCHING IN THE DESIGN OF RNA APTAMER SENSORS","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Food Inspection Agency; McMaster University","keywords":"Aptamer; RNA; Biosensor; Riboswitch; Nuclease; DNA; Biomolecule; microRNA","score_opus":0.015359531755350823,"score_gpt":0.20125781756077427,"score_spread":0.18589828580542345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038076112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7507989,0.000016789412,0.0012957838,0.000035303707,0.00021642586,0.0004898763,0.000005721077,0.00000964786,0.24713156],"genre_scores_gemma":[0.8930104,0.000022820292,0.0006962074,0.000031770232,0.000014559886,0.0000010474683,0.00005456707,0.000010765365,0.1061579],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990748,0.00027283153,0.00017903297,0.00020568413,0.00012434072,0.0001433107],"domain_scores_gemma":[0.9995122,0.000069918984,0.000220143,0.00016671277,0.0000130969465,0.000017928855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010579283,0.00014848752,0.00021411458,0.000076375065,0.000042019372,0.000004069246,0.00034733766,0.00024163561,0.0441182],"category_scores_gemma":[0.000013216041,0.00011911003,0.00004928807,0.00025031442,0.00008378395,0.00022985271,0.000062132385,0.00021549023,0.000045030178],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019459835,0.00036539248,0.027935335,0.0003511111,0.00026887128,0.000102978454,0.0416933,0.039080523,0.24188605,0.0055155093,0.0020746205,0.63878036],"study_design_scores_gemma":[0.008853686,0.0030613567,0.42683795,0.0007121411,0.0015027041,0.00004263086,0.21513093,0.008577297,0.13748921,0.017208723,0.17632726,0.0042561316],"about_ca_topic_score_codex":0.0012628543,"about_ca_topic_score_gemma":0.0022602314,"teacher_disagreement_score":0.63452417,"about_ca_system_score_codex":0.00004797958,"about_ca_system_score_gemma":0.00001565575,"threshold_uncertainty_score":0.9567556},"labels":[],"label_agreement":null},{"id":"W7038121120","doi":"","title":"Growing Leaders: Engaging Young Adults in Church Leadership","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Young adult; Disengagement theory; Active listening; Doors; Space (punctuation)","score_opus":0.026392993454974634,"score_gpt":0.21633343654816506,"score_spread":0.18994044309319041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038121120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20313169,0.00006578587,0.00032500082,0.000087567074,0.0007752749,0.0003729602,0.000043681037,0.00013935937,0.79505867],"genre_scores_gemma":[0.56643623,0.0000039832594,0.00005161319,0.000024581583,0.00028295183,0.000004130541,0.0004660082,0.00007824136,0.43265226],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979246,0.000095659874,0.00028192296,0.00069948036,0.00029076586,0.00070753286],"domain_scores_gemma":[0.99926996,0.000054729986,0.00020345626,0.0002886395,0.00005960386,0.00012363419],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090561196,0.00047184082,0.00046432627,0.00034109893,0.0001953361,0.000083873805,0.00054403103,0.00015225011,0.013515845],"category_scores_gemma":[0.000002451306,0.0005957544,0.00024756163,0.00086630334,0.00005215289,0.00044685177,0.000096209,0.00092591683,0.0002809578],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039226242,0.00020430943,0.016703669,0.0004142919,0.00036905674,0.00015695904,0.018161865,0.00038010796,0.0006202793,0.008219882,0.00093790004,0.9534394],"study_design_scores_gemma":[0.0034984737,0.00010217563,0.012836431,0.0019710762,0.00022492741,6.695498e-7,0.95075893,0.0007851815,0.0005226712,0.0017868489,0.025739655,0.0017729276],"about_ca_topic_score_codex":0.0018377855,"about_ca_topic_score_gemma":0.0004985086,"teacher_disagreement_score":0.9516665,"about_ca_system_score_codex":0.00017919055,"about_ca_system_score_gemma":0.00013223167,"threshold_uncertainty_score":0.9996494},"labels":[],"label_agreement":null},{"id":"W7038175753","doi":"","title":"Improving Care and Support for Unpaid Caregivers in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpaid work; Data collection; Social support; MEDLINE; Qualitative research","score_opus":0.008087591508589469,"score_gpt":0.17591776938205791,"score_spread":0.16783017787346843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038175753","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013450914,0.000012381845,0.00040552116,0.000010005031,0.00017742507,0.000469787,0.00001917931,0.000042419466,0.9975182],"genre_scores_gemma":[0.0029872742,0.0000031335949,0.0013626065,0.00007108377,0.000020729982,0.0000025172035,0.000035399273,0.000081000995,0.99543625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902505,0.000038482536,0.000095975534,0.00045221223,0.00009204986,0.00029620566],"domain_scores_gemma":[0.9996114,0.000020804586,0.00011167729,0.00016827066,0.000004241648,0.0000836044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049573886,0.00022500643,0.0002555543,0.00008993335,0.000071868846,0.000013199002,0.00023202122,0.0003432274,0.58464515],"category_scores_gemma":[0.000003476462,0.00024800238,0.000059087986,0.0000905235,0.00018207665,0.00008297514,0.00022348897,0.00020026052,0.00048025156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012416164,0.00008122581,0.3750383,0.0002488187,0.000058223945,0.0002499332,0.004268658,0.000032669956,0.00008267604,0.00021751224,0.2091579,0.41043994],"study_design_scores_gemma":[0.0010800911,0.00016199067,0.0037371472,0.00003399153,0.00008839796,0.0000024593912,0.0014910764,0.00004147432,0.000012680087,0.0000067184365,0.9930341,0.00030983938],"about_ca_topic_score_codex":0.057696745,"about_ca_topic_score_gemma":0.8109261,"teacher_disagreement_score":0.78387624,"about_ca_system_score_codex":0.00062825845,"about_ca_system_score_gemma":0.000061041166,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W7038178527","doi":"","title":"Genetics of Autism: The Maternal Genotype at the Dopamine Beta Hydroxylase Locus may be a Factor in the Etiology of Autism and Related Pervasive Developmental Disorders","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Medical Research Council Canada","keywords":"Autism; Locus (genetics); Allele; Genotype; Concordance; Developmental disorder; Candidate gene; Heritability of autism","score_opus":0.010057515254579982,"score_gpt":0.2175933997651821,"score_spread":0.20753588451060212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038178527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95978075,0.0006647675,0.000004180081,0.001891437,0.00010525059,0.00074449286,0.00013350215,0.000007672702,0.036667947],"genre_scores_gemma":[0.8787971,0.00047926596,0.000037920963,0.00008454886,0.0000058913697,0.0000034134232,0.0003280121,0.000014132811,0.12024969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989979,0.00016692159,0.00025462007,0.00026547734,0.0001352027,0.00017986083],"domain_scores_gemma":[0.9992173,0.00019946926,0.00026008958,0.0002588622,0.00003238459,0.000031941934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009325011,0.00020694896,0.00031028505,0.00007891795,0.00012826386,0.0000048609486,0.00033504338,0.00031744994,0.0056146984],"category_scores_gemma":[0.000009559316,0.00012126214,0.00008595287,0.0002539018,0.00034442218,0.000024293702,0.000110819135,0.00038977308,0.0000181047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059492243,0.0008504964,0.6330831,0.0017217457,0.0032328763,0.00025970407,0.052282453,0.00016989133,0.09440187,0.021406347,0.0011523581,0.18548991],"study_design_scores_gemma":[0.0026160746,0.00045370005,0.9213935,0.00020074088,0.00064446277,0.000107527725,0.013411879,0.000070195136,0.004373424,0.00019996165,0.056211535,0.0003169735],"about_ca_topic_score_codex":0.0002702558,"about_ca_topic_score_gemma":0.0021274553,"teacher_disagreement_score":0.2883104,"about_ca_system_score_codex":0.00007229401,"about_ca_system_score_gemma":0.00012212961,"threshold_uncertainty_score":0.99529433},"labels":[],"label_agreement":null},{"id":"W7038216863","doi":"","title":"Identifying the Sociodemographic and Environmental Risk Factors of Childhood Pneumonia in South Asia","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pneumonia; Incidence (geometry); Child mortality; Public health; Risk factor; Infant mortality; Mortality rate; Rural area; Epidemiology","score_opus":0.009050878641609503,"score_gpt":0.20908765028116053,"score_spread":0.20003677163955103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038216863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97128177,0.0006004697,0.00000417093,0.00003003008,0.00025385813,0.00036238425,0.00009657031,0.000036261437,0.027334493],"genre_scores_gemma":[0.94303113,0.0003109303,0.0000048640873,0.000013878171,0.000032537944,0.0000012242934,0.00011692883,0.00003471687,0.056453764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989273,0.000091930524,0.00021726139,0.00035426125,0.00020967246,0.0001995641],"domain_scores_gemma":[0.99948376,0.000041695173,0.00018511442,0.00019442319,0.00001137204,0.00008361458],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070620765,0.00026537888,0.00034715576,0.00040663723,0.00016302643,0.000027558666,0.00012615355,0.00028663102,0.0027676057],"category_scores_gemma":[0.000008083442,0.00020933444,0.00023320809,0.00043084848,0.00012950209,0.000081679624,0.00005913436,0.00077353604,0.000014320121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091396694,0.00026243163,0.92585313,0.00063579244,0.0008461599,0.00019520253,0.03541919,0.000018818315,0.00899236,0.00013856999,0.000036825204,0.02751012],"study_design_scores_gemma":[0.00075320137,0.00013014133,0.9040001,0.0004692325,0.0010929158,0.000012400812,0.08156579,0.000030492793,0.00034749726,0.00007266859,0.011277586,0.0002479748],"about_ca_topic_score_codex":0.00008565965,"about_ca_topic_score_gemma":0.00051331293,"teacher_disagreement_score":0.046146598,"about_ca_system_score_codex":0.00008527361,"about_ca_system_score_gemma":0.00006767939,"threshold_uncertainty_score":0.998144},"labels":[],"label_agreement":null},{"id":"W7038298879","doi":"","title":"IMPROVING OUTCOMES FOR CANCER IMMUNOTHERAPY","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immunotherapy; Cancer immunotherapy; Cancer; Cancer treatment; Cancer therapy; Cause of death; Quality of life (healthcare)","score_opus":0.010951862695374947,"score_gpt":0.23853146182194615,"score_spread":0.2275795991265712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038298879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25594047,0.18456286,0.0017766488,0.0011338689,0.045961425,0.010696154,0.003460194,0.0032127702,0.49325562],"genre_scores_gemma":[0.0036747267,0.0009133624,0.0000922718,0.00021536226,0.00003273902,0.000059723927,0.0011916946,0.00017071131,0.9936494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816847,0.00026475126,0.00033364457,0.0005840736,0.000070913244,0.00057812413],"domain_scores_gemma":[0.9987829,0.00024036797,0.00043433032,0.00041671513,0.000105757885,0.000019942587],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014805236,0.0005171382,0.0006886914,0.00032493554,0.00063437084,0.00004199095,0.00078267965,0.0005534624,0.28598034],"category_scores_gemma":[0.000022404372,0.000544658,0.00055377505,0.00028760853,0.00008165482,0.00018476884,0.000084996005,0.0006336549,0.00006318926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006750192,0.0001522585,0.00045133237,0.00015556949,0.0017068072,0.000011462728,0.0016219262,0.000009001725,0.13565284,0.0005710345,0.0022641215,0.85065347],"study_design_scores_gemma":[0.0037199215,0.0002767557,0.0015275724,0.00005508879,0.00020789103,0.0000048832153,0.0058176164,0.0000022537617,0.015462107,0.000022872455,0.972289,0.000614007],"about_ca_topic_score_codex":0.0011925173,"about_ca_topic_score_gemma":0.00059920497,"teacher_disagreement_score":0.9700249,"about_ca_system_score_codex":0.00031789098,"about_ca_system_score_gemma":0.00033811072,"threshold_uncertainty_score":0.9997005},"labels":[],"label_agreement":null},{"id":"W7038366420","doi":"","title":"Improving the Delivery of Complex Cancer Surgeries in Canada (Charlottetown)","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; MEDLINE; Public health; Disease","score_opus":0.019645984700230875,"score_gpt":0.1763400597290054,"score_spread":0.15669407502877453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038366420","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02895727,0.0010764782,0.0000025320799,0.00044512402,0.00032411175,0.0002977621,0.0004250799,0.000034044377,0.9684376],"genre_scores_gemma":[0.0714495,0.0002969572,0.000012576037,0.0001649954,0.00013089346,0.0000012908165,0.000022317432,0.0000072397897,0.9279142],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915355,0.00008531786,0.00013125456,0.00023470847,0.00015636743,0.00023880666],"domain_scores_gemma":[0.999546,0.00011745658,0.0002032009,0.00006562678,0.000026412565,0.000041325195],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045204742,0.00018980366,0.00032787514,0.000018423698,0.00008175146,0.00001235604,0.00035626494,0.000080959755,0.13589112],"category_scores_gemma":[0.0000037552275,0.000074911695,0.00007042013,0.00028751578,0.00008519538,0.000024975969,0.00017050098,0.00011503607,0.0000066771286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050231054,0.000022064582,0.19036932,0.00010296594,0.00011290247,0.00003485482,0.000068212095,0.000016750493,0.0018550309,0.00012138834,0.22724782,0.57999843],"study_design_scores_gemma":[0.00009722964,0.000018728857,0.044815544,0.00007894675,0.000022643466,4.69125e-7,0.00039628975,0.000034817007,0.000012716156,0.0000013370715,0.9543474,0.00017389358],"about_ca_topic_score_codex":0.9883906,"about_ca_topic_score_gemma":0.99923855,"teacher_disagreement_score":0.72709954,"about_ca_system_score_codex":0.000117479496,"about_ca_system_score_gemma":0.00008176422,"threshold_uncertainty_score":0.8648988},"labels":[],"label_agreement":null},{"id":"W7038367540","doi":"","title":"Hebrew Loanwords in Written Palestinian Arabic","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Hebrew; Formality; Arabic; Arabic script; Root (linguistics)","score_opus":0.011689870656325934,"score_gpt":0.1989391636279829,"score_spread":0.18724929297165696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038367540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40424997,0.0005341907,4.3363409e-7,0.00032567143,0.00069936726,0.00022454748,0.000034838806,0.00010403512,0.59382695],"genre_scores_gemma":[0.11864807,0.00015673738,0.00004425153,0.0001665098,0.000338134,0.0000024382064,0.0011589563,0.0000046399264,0.87948024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998687,0.000081185266,0.0001948175,0.0005615338,0.00012847353,0.00034693928],"domain_scores_gemma":[0.99962467,0.000056241955,0.00008984235,0.00006408833,0.000038699778,0.00012647753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007508412,0.00029014482,0.0003202081,0.00006161666,0.000058599984,0.00006365191,0.00039174562,0.0004063439,0.048515238],"category_scores_gemma":[0.000011819125,0.00014211776,0.00015993613,0.00071064977,0.00003585833,0.00008955856,0.000120560435,0.00038624383,0.0003783215],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001596272,0.00006429261,0.0067931777,0.00006921904,0.000033594395,0.00036506867,0.00024052475,0.0000015859675,0.0012868871,0.0007212809,0.0010326406,0.9892321],"study_design_scores_gemma":[0.00022076532,0.00018396456,0.06756974,0.00014577681,0.0000501194,0.0000069561797,0.0037438327,0.000015214897,0.000044447163,0.0003399364,0.92730445,0.00037480003],"about_ca_topic_score_codex":0.0020650185,"about_ca_topic_score_gemma":0.08623617,"teacher_disagreement_score":0.9888573,"about_ca_system_score_codex":0.00009633631,"about_ca_system_score_gemma":0.000033576463,"threshold_uncertainty_score":0.95235455},"labels":[],"label_agreement":null},{"id":"W7038419478","doi":"","title":"Improving the Delivery of Complex Cancer Surgeries in Canada (Hamilton)","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Cancer; MEDLINE; Public health; Patient care; Healthcare system","score_opus":0.014177303241260498,"score_gpt":0.18127862866131458,"score_spread":0.1671013254200541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038419478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002354077,0.0005360222,0.000034874687,0.000037094065,0.0004879043,0.00046433148,0.00093245134,0.00010206356,0.9950512],"genre_scores_gemma":[0.013020492,0.000104555686,0.000096091375,0.0001241172,0.00010845141,0.0000021074318,0.000044713903,0.0005681434,0.98593134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772626,0.00032449493,0.00031981096,0.0005464141,0.00048672492,0.00059626525],"domain_scores_gemma":[0.99830544,0.00014365937,0.00069271,0.0006533708,0.000085183216,0.00011961817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013613478,0.00051036227,0.0007763921,0.0005028184,0.00007771558,0.000024725286,0.0010245413,0.00020999297,0.23347192],"category_scores_gemma":[0.000010728917,0.00046830124,0.00014030181,0.001152138,0.00029786455,0.000100947385,0.0003196078,0.00039738455,0.00013869988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000245709,0.000055267934,0.03359752,0.0006461621,0.00046329392,0.00026287354,0.0003458604,0.00032742487,0.001008499,0.0006171609,0.84402287,0.11840733],"study_design_scores_gemma":[0.00072639226,0.000014185451,0.002402988,0.00033910575,0.00011497428,0.0000021318042,0.0012314903,0.00030281043,0.000060637958,0.0000016714602,0.9943086,0.00049499277],"about_ca_topic_score_codex":0.9872977,"about_ca_topic_score_gemma":0.998914,"teacher_disagreement_score":0.23333322,"about_ca_system_score_codex":0.0016730081,"about_ca_system_score_gemma":0.0019412066,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W7038419706","doi":"","title":"IMMIGRANT EMPLOYMENT INTEGRATION IN A MID-SIZED CITY","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Colleges and Universities; Government of Canada; McMaster University","keywords":"Nucleofection; Gestational period; Hyporeflexia; Liquation; Tubulopathy; Articular cartilage damage; Diafiltration; Fusible alloy","score_opus":0.013851097192407798,"score_gpt":0.20158808976309503,"score_spread":0.18773699257068724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038419706","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8214669,0.000083866005,0.0000035465991,0.00051978626,0.0003487268,0.0005394518,0.000054506345,0.00022155413,0.17676164],"genre_scores_gemma":[0.2200241,0.00011075434,0.00003133125,0.000045286382,0.00014375325,0.000005532645,0.002509472,0.0000040807204,0.7771257],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812776,0.00019389487,0.00032208962,0.00062682084,0.00035765133,0.00037177536],"domain_scores_gemma":[0.9993125,0.00013468941,0.00024807325,0.00008477141,0.00011058529,0.00010937996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018363624,0.00038166982,0.00048677635,0.000097491546,0.00014283194,0.00008102497,0.0004947231,0.00039568194,0.045449384],"category_scores_gemma":[0.00003627454,0.00016980988,0.00031367142,0.002000949,0.000025937048,0.0001555632,0.000085856096,0.00038137793,0.0001408613],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058601244,0.0001778813,0.0040138015,0.00003254287,0.00012660082,0.00018086254,0.0013277227,0.000009878373,0.032872237,0.00010684802,0.0018093709,0.95875627],"study_design_scores_gemma":[0.0014386169,0.00032234858,0.533698,0.00070498773,0.00042074572,0.0000033357344,0.03989458,0.00013177066,0.00314399,0.0002579829,0.4184297,0.0015539097],"about_ca_topic_score_codex":0.00434325,"about_ca_topic_score_gemma":0.32515046,"teacher_disagreement_score":0.9572023,"about_ca_system_score_codex":0.00023587307,"about_ca_system_score_gemma":0.000018942796,"threshold_uncertainty_score":0.9554232},"labels":[],"label_agreement":null},{"id":"W7038430437","doi":"","title":"The Internationally Educated Nurses’ (IENs’) Integration Experiences During the COVID-19 Pandemic in Ontario: A Multi-Method Study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Stakeholder; Workforce; Qualitative research; Pandemic; Acculturation; Health care; Face (sociological concept); Qualitative property","score_opus":0.09346534881689783,"score_gpt":0.3786607174280144,"score_spread":0.28519536861111655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038430437","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92886007,0.000120515775,0.0029771521,0.00038319684,0.009221673,0.0012999821,0.000015561487,0.00012618865,0.05699566],"genre_scores_gemma":[0.25962943,0.00000502258,0.00019834028,0.000062107225,0.000038612998,0.000016082153,0.000054711392,0.000013022302,0.73998266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954813,0.00080632034,0.00068155694,0.0012911739,0.001399036,0.00034057285],"domain_scores_gemma":[0.9969798,0.0013284644,0.00042272636,0.000904689,0.00023713314,0.0001272],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035010732,0.00032504828,0.00029961078,0.0006737191,0.00083558913,0.0017234323,0.003015521,0.00011948077,0.011113216],"category_scores_gemma":[0.0010796183,0.0001948071,0.00017033977,0.002075819,0.00012252934,0.00036107,0.0005445682,0.00071122823,0.00017780715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006234397,0.0004921726,0.06182075,0.00003375918,0.00022968542,0.00026198348,0.47903126,0.0017869105,0.00006163621,0.00078908075,0.00942784,0.44544148],"study_design_scores_gemma":[0.0005522097,0.00004226947,0.04341032,0.000069974274,0.000049775994,0.0000071808245,0.6344851,0.0029108739,0.0000045691495,0.00029156014,0.31794193,0.00023421808],"about_ca_topic_score_codex":0.0350702,"about_ca_topic_score_gemma":0.86696297,"teacher_disagreement_score":0.8318928,"about_ca_system_score_codex":0.001143992,"about_ca_system_score_gemma":0.00066782965,"threshold_uncertainty_score":0.9993129},"labels":[],"label_agreement":null},{"id":"W7038451808","doi":"","title":"Impact of Transcatheter Aortic Valve Replacement on Coronary Hemodynamics using Clinical Measurements and an Image-Based Patient-Specific Lumped Parameter Model","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hemodynamics; Coronary artery disease; Cuff; Aortic valve; Stenosis; Circumflex; Valve replacement; Blood flow; Artery","score_opus":0.0434432612992992,"score_gpt":0.3005504652699088,"score_spread":0.2571072039706096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038451808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99647444,0.000054738244,0.0011305955,0.00000304975,0.00009661561,0.00026172414,0.000089406254,0.000014059248,0.0018753799],"genre_scores_gemma":[0.9901335,0.000100504076,0.001120498,0.000035427835,0.000028156812,0.0000016085145,0.0014370556,0.000056604877,0.0070866216],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983223,0.00014118283,0.00036625276,0.0006614854,0.00026004712,0.00024871886],"domain_scores_gemma":[0.9990449,0.000018850295,0.00023440446,0.00041037257,0.00015234835,0.00013915214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001097383,0.00032882448,0.00038212474,0.00013912046,0.000074788506,0.000026873304,0.00020064466,0.0003427467,0.00061279477],"category_scores_gemma":[0.000012733324,0.00032396143,0.00073352596,0.00016837647,0.000090270776,0.00001894952,0.00003638674,0.00017722482,0.0000036943159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016396157,0.0021490199,0.05201281,0.00041592313,0.004679388,0.0000414656,0.00080340204,0.03416794,0.4690571,0.0000053036974,0.00020747258,0.420064],"study_design_scores_gemma":[0.014303574,0.023780584,0.08196875,0.0012965589,0.0062231594,0.000011964553,0.006369004,0.80258,0.056933664,0.00026618986,0.0011609489,0.005105577],"about_ca_topic_score_codex":0.00009287537,"about_ca_topic_score_gemma":0.00015459329,"teacher_disagreement_score":0.76841205,"about_ca_system_score_codex":0.00009702073,"about_ca_system_score_gemma":0.0001521416,"threshold_uncertainty_score":0.99992126},"labels":[],"label_agreement":null},{"id":"W7038462490","doi":"","title":"Impact of Care-Recipient Relationship Type on Quality of Life in Community-Dwelling Older Adults with Dementia and Their Caregivers","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"German Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Quality of life (healthcare); Distress; Population; Family caregivers; Psychological distress; Disease","score_opus":0.020413627125673954,"score_gpt":0.23285478497138917,"score_spread":0.2124411578457152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038462490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69468236,0.0018655718,4.3543955e-7,0.000005295165,0.00013074075,0.00016829332,0.00008978987,0.000012504567,0.30304497],"genre_scores_gemma":[0.9568411,0.00003744868,0.000005704452,0.0000061202727,0.000030632225,6.4166363e-7,0.0003361548,0.000016990924,0.042725224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991813,0.00015812056,0.00021912662,0.00018892645,0.0001248446,0.00012770515],"domain_scores_gemma":[0.99925184,0.00007890458,0.00020641171,0.00016612689,0.00025686252,0.0000398628],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006370784,0.00024256558,0.00039077582,0.00019316403,0.00017454251,0.000040543706,0.0001335968,0.00009319946,0.0023990297],"category_scores_gemma":[0.00000879031,0.00017855484,0.00012123524,0.00014872373,0.00010506282,0.00010769038,0.000034459128,0.00045246517,0.0000032033922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020217567,0.00012090588,0.015514713,0.0024934418,0.00076356967,0.000007170525,0.9628485,0.000069271475,0.0000072071907,0.012663642,0.00030187712,0.0031879905],"study_design_scores_gemma":[0.0012695256,0.0009217747,0.061095025,0.0033820204,0.00027905105,2.579037e-7,0.9199493,0.0000039959536,0.000020403593,0.00007123443,0.012655122,0.00035229925],"about_ca_topic_score_codex":0.0020334444,"about_ca_topic_score_gemma":0.040627617,"teacher_disagreement_score":0.2621587,"about_ca_system_score_codex":0.000062770894,"about_ca_system_score_gemma":0.000063700536,"threshold_uncertainty_score":0.9985129},"labels":[],"label_agreement":null},{"id":"W7038477242","doi":"","title":"“Indigenizing AMR Governance: towards a more equitable Canadian AMR response”","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.014876440738209266,"score_gpt":0.21648553041997354,"score_spread":0.20160908968176428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038477242","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22843255,0.00019545085,0.000023102248,0.002038191,0.00029432157,0.00016706501,0.0000705381,0.000041691637,0.7687371],"genre_scores_gemma":[0.5098655,0.000029857209,0.00009205461,0.00047724097,0.000024984947,1.8344676e-7,0.000026838383,0.0000021967398,0.48948112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838144,0.00020343199,0.000115430776,0.00036354837,0.00012329227,0.00081288064],"domain_scores_gemma":[0.9993148,0.000124717,0.0000403544,0.0002155274,0.00004968638,0.00025490884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038952142,0.0001543684,0.00019052107,0.00020328994,0.0005912955,0.00005043124,0.0005646565,0.0002104291,0.23027182],"category_scores_gemma":[0.00006556572,0.00015530027,0.000067265246,0.0007429327,0.00018608027,0.00022283843,0.00010345421,0.00029602242,0.00045234017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005973701,0.0000081465305,0.79127795,0.00001748365,0.000060473154,0.00028999458,0.00013801789,0.00013469478,0.000010711325,0.00046559496,0.0039109015,0.20308866],"study_design_scores_gemma":[0.0002916109,0.00005819478,0.5327316,0.0000112193875,0.000012324649,0.0000049723076,0.00055359665,0.00034634382,0.0000252367,0.00005882371,0.46579972,0.00010635827],"about_ca_topic_score_codex":0.18782365,"about_ca_topic_score_gemma":0.6888589,"teacher_disagreement_score":0.5010353,"about_ca_system_score_codex":0.00009767883,"about_ca_system_score_gemma":0.00090792193,"threshold_uncertainty_score":0.8175847},"labels":[],"label_agreement":null},{"id":"W7038522766","doi":"","title":"Impact of COVID-19 school closures on test scores","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Proteogenomics","score_opus":0.06717187587283031,"score_gpt":0.2395299415477853,"score_spread":0.17235806567495499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038522766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02104741,0.00039772078,0.000014177782,0.000060132777,0.00055553636,0.00040225964,0.0036623853,0.000092646915,0.97376776],"genre_scores_gemma":[0.35330924,0.00089985185,0.0002144145,0.00037482564,0.00044391162,4.8238167e-7,0.0017663393,0.00002642293,0.6429645],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744236,0.00021128505,0.00028258632,0.0006672163,0.0009373547,0.00045917495],"domain_scores_gemma":[0.9978184,0.0005076649,0.00047394398,0.00047611608,0.00010890397,0.000614979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030552398,0.0004434036,0.0005956303,0.000556899,0.0004289273,0.00006509008,0.0009734021,0.00029803236,0.86484975],"category_scores_gemma":[0.00027333494,0.00042940432,0.0005880035,0.00070710416,0.00024720948,0.00022848489,0.00015105253,0.00069410494,0.00045724216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048584642,0.00007977958,0.89761895,0.0001891679,0.00027907037,0.0006670109,0.00008320044,0.002902187,9.709305e-7,0.000004002621,0.05343344,0.044256374],"study_design_scores_gemma":[0.00074505433,0.0011231346,0.208943,0.000053791868,0.00015604883,0.00004248602,0.0004999502,0.000029404833,0.0000030235299,0.000014416729,0.7879555,0.00043417272],"about_ca_topic_score_codex":0.034601204,"about_ca_topic_score_gemma":0.0072116917,"teacher_disagreement_score":0.8643925,"about_ca_system_score_codex":0.00037845495,"about_ca_system_score_gemma":0.0027977838,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W7038536098","doi":"","title":"INJURY RISK TO THE UPPER EXTREMITY RESULTING FROM BEHIND SHIELD BLUNT TRAUMA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Projectile; Shields; Shield; Stiffness; Face shield; Fracture (geology); Poison control; Deformation (meteorology); Instrumentation (computer programming)","score_opus":0.01603300228844068,"score_gpt":0.25062087050057885,"score_spread":0.23458786821213817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038536098","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53300065,0.00007228932,0.000025623545,0.0004966369,0.001288616,0.0004909971,0.00031688064,0.00019733251,0.46411094],"genre_scores_gemma":[0.17392331,0.00041928072,0.00020760491,0.00035348182,0.0013019422,0.000003294896,0.00032091033,0.00008265677,0.8233875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971181,0.0005227742,0.00034406586,0.00074739486,0.00063143193,0.00063619757],"domain_scores_gemma":[0.9982671,0.00044909058,0.00035253578,0.00052811916,0.0001278856,0.0002752409],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005317038,0.00038226537,0.00041428563,0.0002069611,0.0015274712,0.0002585055,0.0012990348,0.00055743207,0.029857177],"category_scores_gemma":[0.00028402722,0.00035601927,0.00030750124,0.0007321786,0.0001261157,0.00026300547,0.00013921411,0.0008730646,0.0008039848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074510596,0.000085683816,0.04171689,0.00003345058,0.00034439043,0.00011048063,0.27021933,0.000046736528,0.00007032157,0.001386627,0.01971278,0.66552824],"study_design_scores_gemma":[0.00040501135,0.000035393296,0.043614995,0.00026081354,0.0003124565,1.3612913e-7,0.21689402,0.000023806202,0.0002427987,0.00024033202,0.73739177,0.0005784883],"about_ca_topic_score_codex":0.055854823,"about_ca_topic_score_gemma":0.3921694,"teacher_disagreement_score":0.71767896,"about_ca_system_score_codex":0.00026174777,"about_ca_system_score_gemma":0.00022675942,"threshold_uncertainty_score":0.999974},"labels":[],"label_agreement":null},{"id":"W7038540165","doi":"","title":"Impairment in Young Adults Associated With Child Maltreatment","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Child abuse; Mental health; Poison control; Physical abuse; Child sexual abuse; Injury prevention; Suicide prevention; Sexual abuse; Occupational safety and health","score_opus":0.007424373149536926,"score_gpt":0.17147786943717716,"score_spread":0.16405349628764024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038540165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63712114,0.000043894994,1.1245697e-7,0.00006116656,0.00030472982,0.00029667816,0.000058498586,0.000041045652,0.36207274],"genre_scores_gemma":[0.62746114,0.000049937164,0.000012710826,0.00004594158,0.00016914883,0.0000032104351,0.0022616605,0.0000037002978,0.36999255],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875337,0.00006252409,0.00016141667,0.00044440106,0.00023134213,0.00034696647],"domain_scores_gemma":[0.99955153,0.000029115196,0.00016048022,0.00006649375,0.00004944816,0.00014291955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054199532,0.00031021866,0.00032054805,0.00004064138,0.0001522001,0.000051292616,0.0002726803,0.00037336766,0.05925228],"category_scores_gemma":[0.000005277056,0.00013587122,0.000108974615,0.00044071593,0.000029627403,0.00012089766,0.00002730335,0.0004109309,0.000045588273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002641321,0.0010453919,0.050831027,0.000088838264,0.00021894365,0.000647074,0.002420784,0.0000030829194,0.0014402771,0.000114828414,0.0006411155,0.9399073],"study_design_scores_gemma":[0.0022394694,0.0010490252,0.9061747,0.0009899926,0.00011737299,0.000009914394,0.0097121755,0.00003361803,0.0002683219,0.00001469835,0.07861788,0.0007727872],"about_ca_topic_score_codex":0.0007730392,"about_ca_topic_score_gemma":0.14550479,"teacher_disagreement_score":0.93913454,"about_ca_system_score_codex":0.00010806852,"about_ca_system_score_gemma":0.000016784614,"threshold_uncertainty_score":0.9416077},"labels":[],"label_agreement":null},{"id":"W7038675386","doi":"","title":"Investigating the value proposition of an immigrant business incubator program","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incubator; Immigration; Value proposition; Unemployment; Face (sociological concept); Small business; Value (mathematics)","score_opus":0.04329003286438162,"score_gpt":0.26703022296688994,"score_spread":0.2237401901025083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038675386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07937345,0.0001936455,0.00018563017,0.00030062423,0.0017043698,0.005909005,0.0012988582,0.0027259658,0.90830845],"genre_scores_gemma":[0.056514435,0.00017648625,0.0058171116,0.000062556624,0.0013566308,0.000061248844,0.0026298699,0.0013329403,0.93204874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947201,0.00074003974,0.0007397142,0.0010832393,0.0019463594,0.00077055907],"domain_scores_gemma":[0.9950154,0.00012988964,0.0015540177,0.0011712543,0.0018393722,0.00029008425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011424489,0.0007986442,0.00095083617,0.000810321,0.0004583458,0.0001801452,0.001488146,0.00066229305,0.004405044],"category_scores_gemma":[0.000286918,0.00068090006,0.00034711216,0.006338995,0.00083003414,0.00067482557,0.0007953726,0.00095699885,0.00041876663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040069685,0.0015121369,0.0055778315,0.00604148,0.002069387,0.0010549681,0.0038527583,0.0029787747,0.007938588,0.002450527,0.014958621,0.95116425],"study_design_scores_gemma":[0.0018988891,0.0005848315,0.026869046,0.0035075857,0.0021119677,0.00019173813,0.0058814758,0.00270485,0.0014024816,0.0002503409,0.9527151,0.001881695],"about_ca_topic_score_codex":0.007470919,"about_ca_topic_score_gemma":0.0033852477,"teacher_disagreement_score":0.9492825,"about_ca_system_score_codex":0.0011392615,"about_ca_system_score_gemma":0.0024511975,"threshold_uncertainty_score":0.99956423},"labels":[],"label_agreement":null},{"id":"W7038700211","doi":"","title":"The Influence of Paper Surface Chemistry on Bacteriophage Activity","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nucleofection; Gestational period; Diafiltration; Liquation; Proteogenomics; TSG101","score_opus":0.009177830802498963,"score_gpt":0.17681927577207762,"score_spread":0.16764144496957867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038700211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8501376,0.00003432191,2.1119992e-7,0.000048544454,0.000058568985,0.00013264171,0.000085001106,0.000023287857,0.14947982],"genre_scores_gemma":[0.8819134,0.00013183523,0.0000024181338,0.0000143760035,0.000038342136,6.450629e-7,0.00016983146,5.906365e-7,0.11772857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915284,0.000058671078,0.00012384017,0.00028329724,0.00018032461,0.00020100563],"domain_scores_gemma":[0.9993854,0.00014546697,0.00022517977,0.00009133848,0.0000882652,0.00006431977],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044387405,0.00020074427,0.00018892904,0.0000040591012,0.00033575506,0.00003372317,0.0003710239,0.00022885705,0.011972023],"category_scores_gemma":[0.000015192135,0.00008927201,0.00014154048,0.00026664243,0.000068395035,0.00015319174,0.000046043802,0.00022879044,0.000022543607],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001025657,0.00012683962,0.0019727969,0.00005499189,0.000047051883,0.000027927832,0.00007345374,0.000099285135,0.21132997,0.00006331369,0.00016576947,0.78501296],"study_design_scores_gemma":[0.00021281338,0.00012404469,0.28209606,0.00010475099,0.00003252821,0.0000020737286,0.0008280775,0.000005614268,0.036082856,0.000009488985,0.68020517,0.00029654312],"about_ca_topic_score_codex":0.00034661408,"about_ca_topic_score_gemma":0.0021393914,"teacher_disagreement_score":0.78471637,"about_ca_system_score_codex":0.00007312161,"about_ca_system_score_gemma":0.000028607814,"threshold_uncertainty_score":0.9889312},"labels":[],"label_agreement":null},{"id":"W7038719933","doi":"","title":"INTEGRATED PHOTONIC GAS AND LIQUID SENSORS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Refractive index; Interferometry; Robustness (evolution); Resonator; Sensitivity (control systems); Fabrication; Photonics","score_opus":0.016090476548896605,"score_gpt":0.19877111663436878,"score_spread":0.18268064008547216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038719933","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54569083,0.00013527878,4.4070347e-7,0.00009819704,0.000087503235,0.00019922982,0.0000537174,0.00004844986,0.45368633],"genre_scores_gemma":[0.13064754,0.00035748954,0.000050637704,0.000042079653,0.000059045946,0.0000018544175,0.00064572395,0.0000015568414,0.86819404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988723,0.000097053206,0.00012215538,0.00043725828,0.00015156635,0.00031966032],"domain_scores_gemma":[0.9995279,0.000085266955,0.00007846415,0.00005816856,0.00009690177,0.00015331643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054011463,0.0002452534,0.00025071113,0.00005188787,0.00019543318,0.000089872105,0.0002686253,0.00025635416,0.063383296],"category_scores_gemma":[0.0000151395725,0.00011815758,0.00011533499,0.00054137554,0.00003854324,0.00012472791,0.000084833104,0.00033854143,0.000045395416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007194113,0.00004425904,0.0005486095,0.00006985794,0.00007737902,0.000099087134,0.00006266715,7.657173e-7,0.0056382422,0.00021041889,0.0005535521,0.9919757],"study_design_scores_gemma":[0.0002350334,0.00028655422,0.0015220478,0.00014227594,0.000044599332,0.0000021220344,0.0032194415,0.000033654083,0.0022118625,0.00001948506,0.9920087,0.0002742398],"about_ca_topic_score_codex":0.0006702181,"about_ca_topic_score_gemma":0.012413011,"teacher_disagreement_score":0.9917015,"about_ca_system_score_codex":0.00006438742,"about_ca_system_score_gemma":0.000051018622,"threshold_uncertainty_score":0.9374729},"labels":[],"label_agreement":null},{"id":"W7038779617","doi":"","title":"Individual Responsibility for Structural Injustice: The Case of Sexual Assault Perpetrated by Men","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Injustice; Oppression; Sexual assault; Sexual abuse; Harm; Phenomenon; Sexual violence","score_opus":0.030153734314000473,"score_gpt":0.2984288387738841,"score_spread":0.2682751044598836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038779617","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22569148,0.00054783304,0.00004907057,0.0011310475,0.000799425,0.0013392495,0.0013122113,0.00009554688,0.76903415],"genre_scores_gemma":[0.58155125,0.00001723579,0.000116317904,0.00005746612,0.00008951881,0.0000032196258,0.0003480889,0.000015996227,0.4178009],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99809355,0.00062421523,0.0002446972,0.0004604513,0.00026354194,0.00031353658],"domain_scores_gemma":[0.9985699,0.00055212085,0.00030519944,0.00019126425,0.0002836995,0.00009783449],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048836716,0.00024067357,0.00037034426,0.00005688865,0.0011765453,0.00004521773,0.00054918183,0.00048325912,0.0041426932],"category_scores_gemma":[0.0003094701,0.00021426885,0.00010025334,0.00046483724,0.00047801159,0.00012108573,0.00008340266,0.00041186024,0.000004628882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077481964,0.000183667,0.0031171904,0.0017714686,0.0028149695,0.0014932285,0.5824091,0.000013669787,0.00048832863,0.04108497,0.11583265,0.24304254],"study_design_scores_gemma":[0.00078801025,0.00031685756,0.0012239994,0.000023437819,0.0008820943,0.000011367424,0.79736096,0.000041952077,0.00013579178,0.00046102793,0.19839443,0.00036008834],"about_ca_topic_score_codex":0.002378085,"about_ca_topic_score_gemma":0.028016996,"teacher_disagreement_score":0.35585976,"about_ca_system_score_codex":0.00011161715,"about_ca_system_score_gemma":0.00047158275,"threshold_uncertainty_score":0.99676764},"labels":[],"label_agreement":null},{"id":"W7038841060","doi":"","title":"Ketamine Sedation in the Intensive Care Unit: A Survey, Systematic Review, Network Meta-analysis, and Pilot Study Protocol","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedation; Sedative; Ketamine; Intensive care; Randomized controlled trial; Protocol (science)","score_opus":0.09463969032502856,"score_gpt":0.27764934910738087,"score_spread":0.1830096587823523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038841060","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32709122,0.0061656954,0.00002766439,0.0006204108,0.00034282467,0.62946725,0.0012031462,0.00033449492,0.034747295],"genre_scores_gemma":[0.9247743,0.0001332596,0.0000065259965,0.00047242685,0.000096309304,0.017160136,0.010384884,0.0000041090852,0.04696805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970264,0.0016223289,0.00039810728,0.00045750904,0.00027975792,0.00021589949],"domain_scores_gemma":[0.99848473,0.00041323484,0.0004191481,0.00014387633,0.0004916979,0.000047291687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007384005,0.00029961712,0.0010917239,0.00005393961,0.00021154027,0.000110521396,0.00039868316,0.00009020899,0.0033038643],"category_scores_gemma":[0.000114573035,0.00011733208,0.00027965245,0.0028226525,0.000020288897,0.00011671311,0.00007760485,0.00023140515,0.000014766261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060437345,0.0027841358,0.50613445,0.23416293,0.14102273,0.00095084147,0.014308017,0.00031060594,0.00004678593,0.00037767424,0.002781318,0.09107678],"study_design_scores_gemma":[0.0007769604,0.0019885325,0.69258606,0.0034096753,0.13431345,0.0000023397545,0.16028059,0.000030609517,0.0000032091586,0.000015246098,0.0058100508,0.0007832775],"about_ca_topic_score_codex":0.003658978,"about_ca_topic_score_gemma":0.48644722,"teacher_disagreement_score":0.61230713,"about_ca_system_score_codex":0.000053207244,"about_ca_system_score_gemma":0.000016967322,"threshold_uncertainty_score":0.99760723},"labels":[],"label_agreement":null},{"id":"W7039221108","doi":"","title":"“The lights are on, but is anyone home?”: Estimating dwelling distribution in rural Alberta","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Estimation; Distribution (mathematics); Flooding (psychology); Population; Natural disaster; Census; Spatial distribution","score_opus":0.0066625224957232556,"score_gpt":0.194300354738315,"score_spread":0.18763783224259176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039221108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19468752,0.00012879197,0.0015702657,0.0018592695,0.0016406979,0.0013204925,0.000059041657,0.00013307536,0.79860085],"genre_scores_gemma":[0.13578847,0.00014506848,0.0006411716,0.00016416154,0.00011306727,0.0000059358517,0.0006768875,0.000049241273,0.862416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984116,0.000074655916,0.00024019169,0.00048690796,0.00039874055,0.00038788826],"domain_scores_gemma":[0.9992789,0.00007341918,0.00028195424,0.00024591872,0.000010932032,0.000108876506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007787152,0.0003295798,0.00025931705,0.00004789807,0.0004068693,0.00012506226,0.000543901,0.00016308454,0.012657338],"category_scores_gemma":[0.000013150399,0.00029802503,0.00011281051,0.00053603714,0.000057915546,0.00025324823,0.00019614548,0.0003785018,0.0005857486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014433538,0.00064118026,0.0389247,0.00048830983,0.00038685068,0.00068200025,0.0069600963,0.011371632,0.00035281084,0.005212261,0.04887473,0.8846621],"study_design_scores_gemma":[0.0018393277,0.00020467905,0.025588857,0.0006329011,0.00021874976,0.0000012229735,0.020466557,0.03520866,0.00063655776,0.00043843323,0.91363835,0.0011257121],"about_ca_topic_score_codex":0.0020144447,"about_ca_topic_score_gemma":0.016140508,"teacher_disagreement_score":0.88353634,"about_ca_system_score_codex":0.00048387787,"about_ca_system_score_gemma":0.00001596091,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W7039313784","doi":"","title":"LONG-TERM CARE QUALITY IN ONTARIO AND BRITISH COLUMBIA: EXAMINING THE ROLE OF CHARITABLE DONATIONS, FINANCIAL VULNERABILITY, AND FACILITY CHARACTERISTICS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Quality (philosophy); Revenue; Health care; Nursing homes; Public health; Vulnerability (computing); Health services research","score_opus":0.024572302130834396,"score_gpt":0.2831776513470131,"score_spread":0.2586053492161787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039313784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934825,0.0008377784,0.0000040032633,0.000019892414,0.0004924036,0.0007183054,0.00038393436,0.000020735662,0.06269793],"genre_scores_gemma":[0.7114635,0.0002621972,0.000025756008,0.000019616336,0.000035178764,0.00000890599,0.0010258559,0.000009719518,0.28714928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981586,0.0004470587,0.00046847024,0.00045091382,0.0001824234,0.00029256303],"domain_scores_gemma":[0.99875677,0.0002951988,0.00032391763,0.00024026056,0.0003199004,0.00006397878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031858223,0.00017379147,0.0005348447,0.00008805617,0.0006307791,0.00006683312,0.00019463364,0.00047122498,0.008126966],"category_scores_gemma":[0.00012602533,0.00023903877,0.000050354967,0.0003077032,0.000081062535,0.00013034265,0.00015970285,0.00091007503,0.0000013043694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009598973,0.000032553842,0.7200871,0.00090985955,0.000016572372,0.0000080127475,0.010886279,1.1639714e-7,0.000006736854,0.000037741193,0.00007066995,0.26784837],"study_design_scores_gemma":[0.00073123723,0.00004025373,0.9344742,0.0005898693,0.000098197845,6.467655e-7,0.043108772,7.0570826e-7,0.0000023183964,0.00012238689,0.020648895,0.00018254649],"about_ca_topic_score_codex":0.48797596,"about_ca_topic_score_gemma":0.98998463,"teacher_disagreement_score":0.5020087,"about_ca_system_score_codex":0.00048199622,"about_ca_system_score_gemma":0.0010631721,"threshold_uncertainty_score":0.99277973},"labels":[],"label_agreement":null},{"id":"W7039340320","doi":"","title":"Looking for work? Understanding the labour market transitions of women and men in Canada","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Affect (linguistics); Business cycle; Transition (genetics); Measure (data warehouse)","score_opus":0.020886887663692053,"score_gpt":0.21746222202932966,"score_spread":0.19657533436563762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039340320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011248467,0.00006361618,0.42341697,0.00050377025,0.00018383478,0.00037965825,0.0000875691,0.00007244622,0.57517964],"genre_scores_gemma":[0.012955403,0.000034665165,0.0060903844,0.00008409768,0.000036639547,0.000004923249,0.0000027232538,0.0001433478,0.9806478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895823,0.00015679757,0.0001250677,0.0002951472,0.00018470884,0.00028005056],"domain_scores_gemma":[0.9991118,0.00049680914,0.00011465551,0.0001987952,0.000016827693,0.00006113359],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026053443,0.0001499859,0.00023097475,0.00021509542,0.000061163315,0.000038774004,0.000514829,0.000060465252,0.0027278492],"category_scores_gemma":[0.000013326811,0.00014612386,0.0000403514,0.00082929863,0.000048430167,0.00011306628,0.00018490932,0.00011694239,6.402817e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002945779,0.00009555045,0.004689606,0.001130512,0.0009907883,0.00035483914,0.011694949,0.026580201,0.0000068194277,0.43091163,0.13941766,0.38383287],"study_design_scores_gemma":[0.002077671,0.00005483262,0.0051927236,0.00079538254,0.00004901285,0.000005223259,0.011214487,0.038028628,0.0000041234803,0.013239541,0.9286056,0.0007327514],"about_ca_topic_score_codex":0.10604607,"about_ca_topic_score_gemma":0.62631154,"teacher_disagreement_score":0.78918797,"about_ca_system_score_codex":0.0013729562,"about_ca_system_score_gemma":0.0005498242,"threshold_uncertainty_score":0.9981838},"labels":[],"label_agreement":null},{"id":"W7039352244","doi":"","title":"Mapping the Regulation and Policing of Asian Migrant Sex Workers","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sex work; Punitive damages; Sex workers; Human rights; Stigma (botany); Vulnerability (computing); Agency (philosophy); Law enforcement; Participatory action research; Citizen journalism","score_opus":0.008337480725764873,"score_gpt":0.17846074632646275,"score_spread":0.17012326560069788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039352244","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15840797,0.001345989,0.00018233841,0.00007877016,0.00025805208,0.00016585154,0.000009711803,0.00024662435,0.8393047],"genre_scores_gemma":[0.76944095,0.0001000554,0.00012172714,0.0000036564218,0.000028712882,6.1983087e-7,0.000044154032,0.000026428435,0.23023371],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99946785,0.000020303403,0.00012948137,0.00016499906,0.0000759476,0.000141429],"domain_scores_gemma":[0.99975103,0.000021868278,0.00003600344,0.00015319436,0.000015758531,0.000022156257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004443131,0.00017302748,0.00018209161,0.00021166012,0.00007190301,0.000016999276,0.00015994225,0.00025779766,0.0014061335],"category_scores_gemma":[0.0000020264888,0.00015793426,0.000061606384,0.00037603208,0.000058610243,0.0000839211,0.000022794058,0.00030709468,0.0000056287217],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001159234,0.000016507322,0.0031848769,0.0038402185,0.0010892097,0.00008711312,0.052238137,0.004502677,0.0038316199,0.026509298,0.0025946563,0.90198976],"study_design_scores_gemma":[0.0010955556,0.00014556454,0.092497334,0.0041279187,0.000775126,0.00003796523,0.5771906,0.017913694,0.0022867783,0.016256142,0.2859789,0.0016944407],"about_ca_topic_score_codex":0.00020639232,"about_ca_topic_score_gemma":0.0018704537,"teacher_disagreement_score":0.9002953,"about_ca_system_score_codex":0.00003996245,"about_ca_system_score_gemma":0.000017580245,"threshold_uncertainty_score":0.9995067},"labels":[],"label_agreement":null},{"id":"W7039426102","doi":"","title":"Mesurer l’efficience du système de santé au Canada","year":2011,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Government (linguistics); Context (archaeology); Natural (archaeology)","score_opus":0.008228301064651713,"score_gpt":0.17373717218881218,"score_spread":0.16550887112416046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039426102","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011019211,0.000608105,0.0029539193,0.00013312507,0.00184823,0.00083204784,0.00075485825,0.0002893843,0.9914784],"genre_scores_gemma":[0.060917325,0.000058725524,0.00078141835,0.0002383494,0.0009118244,0.0000018176213,0.00003056656,0.00088215596,0.9361778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99321294,0.0010750587,0.0005178129,0.0017006687,0.0010077169,0.0024858096],"domain_scores_gemma":[0.996235,0.00021956289,0.0008413776,0.0012736734,0.00028508762,0.0011452788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00044154096,0.0014828923,0.001245898,0.00057254697,0.0005444475,0.00011797442,0.002800804,0.001011565,0.8630515],"category_scores_gemma":[0.00010534842,0.0017971541,0.0003931964,0.0020805947,0.00091549905,0.00036968495,0.00092930516,0.0009842508,0.0103851715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012902161,0.0013830455,0.118978225,0.0024521132,0.0034111382,0.02603707,0.009984279,0.0034002757,0.0011616285,0.071931064,0.47341797,0.28655297],"study_design_scores_gemma":[0.0015869718,0.000120255005,0.011055293,0.0010200725,0.0008323594,0.00015324216,0.0020544124,0.00067566836,0.00013038826,0.000031352945,0.9804873,0.0018526806],"about_ca_topic_score_codex":0.9319242,"about_ca_topic_score_gemma":0.9853052,"teacher_disagreement_score":0.8526663,"about_ca_system_score_codex":0.02373213,"about_ca_system_score_gemma":0.013355681,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null},{"id":"W7039428293","doi":"","title":"MICROPLASTICS IN BIOTIC AND ENVIRONMENTAL SAMPLES TAKEN NEAR TWO MUNICIPAL WASTEWATER TREATMENTS PLANTS IN THE GRAND RIVER, ONTARIO","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Outfall; Rainbow trout; Biota; Mussel; Wastewater; Sediment; Invertebrate","score_opus":0.016836477767859483,"score_gpt":0.18034292598005383,"score_spread":0.16350644821219434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039428293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99248505,0.00013875702,2.0331152e-7,0.000021213635,0.00008305377,0.00025568268,0.0003028733,0.00000560316,0.0067075803],"genre_scores_gemma":[0.9726566,0.0000916275,0.000025099454,0.000020735164,0.000022891454,0.0000017152993,0.003648113,8.130172e-7,0.023532385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903095,0.000123788,0.00014750223,0.0003368814,0.00012099036,0.00023991049],"domain_scores_gemma":[0.99972945,0.00008310477,0.00007587488,0.000057698595,0.000005149681,0.00004873955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045832,0.00022082028,0.00021660686,0.000023033403,0.00015783211,0.000094042174,0.00019862804,0.00015565945,0.0064233732],"category_scores_gemma":[0.0000023508935,0.00010750826,0.000064313106,0.00014345329,0.00006362509,0.00010631601,0.00006179143,0.00021465842,0.000008104168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009729962,0.000627013,0.575709,0.00004043934,0.00009724995,0.00074706157,0.0114519335,0.00005194557,0.002352737,0.000030769457,0.000056390985,0.40786248],"study_design_scores_gemma":[0.0017132665,0.00019142916,0.80319566,0.00016065958,0.000096985925,0.00001494135,0.022683894,0.000036886257,0.00035663787,0.000027964285,0.17113945,0.00038221886],"about_ca_topic_score_codex":0.040090427,"about_ca_topic_score_gemma":0.8458962,"teacher_disagreement_score":0.80580574,"about_ca_system_score_codex":0.00020106859,"about_ca_system_score_gemma":0.000019860843,"threshold_uncertainty_score":0.9944849},"labels":[],"label_agreement":null},{"id":"W7039485393","doi":"","title":"￼Modeling And Analysis Of Rainwater Harvesting Systems Under ￼Different Climates","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rainwater harvesting; Reliability (semiconductor); Roof; Continuous simulation; Simulation modeling; Current (fluid)","score_opus":0.01568341774987395,"score_gpt":0.1920837942380319,"score_spread":0.17640037648815796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039485393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8430265,0.000053517582,0.0022140096,0.000008130411,0.00016189652,0.00021227516,0.00004915797,0.000031451968,0.15424305],"genre_scores_gemma":[0.8150174,0.000024397046,0.00013065431,0.000011505906,0.000015608195,4.290489e-7,0.00024206062,0.000014007556,0.18454392],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857944,0.00011646602,0.00028527068,0.00047533968,0.00029115754,0.00025234852],"domain_scores_gemma":[0.99932086,0.00005080753,0.00027879563,0.00021304206,0.000025069186,0.000111399044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015672013,0.00027808576,0.0006085904,0.00019815908,0.0001721121,0.000057774163,0.0002656517,0.0002320713,0.020504497],"category_scores_gemma":[0.000007030287,0.00025236577,0.0001744326,0.00044514704,0.00005968058,0.00015960204,0.00019099381,0.00014671637,0.000043439097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004264434,0.0002616413,0.7576624,0.0020559079,0.0049766586,0.00006227022,0.005056269,0.16480578,0.0037343437,0.001484236,0.00047539006,0.05899865],"study_design_scores_gemma":[0.0015979436,0.00021754147,0.08567223,0.00072338653,0.009612861,0.000003987363,0.027722055,0.8546547,0.0003476697,0.00006736102,0.017683053,0.0016971541],"about_ca_topic_score_codex":0.0043448834,"about_ca_topic_score_gemma":0.008008266,"teacher_disagreement_score":0.68984896,"about_ca_system_score_codex":0.00016371871,"about_ca_system_score_gemma":0.0000073605106,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W7039576609","doi":"","title":"Methodological Issues in Rating Certainty of Evidence and Interpreting Magnitude of Effect in Systematic Reviews and Practice Guidelines","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Mitacs; Einstein Stiftung Berlin; Parker Institute for Cancer Immunotherapy","keywords":"Certainty; Guideline; Systematic review; Harm; Statement (logic); Evidence-based medicine; Best practice","score_opus":0.30023522164508887,"score_gpt":0.36051114377633303,"score_spread":0.060275922131244164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039576609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7871243,0.08499969,0.0000944174,0.00081573875,0.00061832444,0.0039020008,0.00005156023,0.000045387555,0.12234858],"genre_scores_gemma":[0.87209463,0.021109406,0.062496874,0.00045179846,0.00010891635,0.000005094587,0.00019963789,0.000025689991,0.043507967],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9967065,0.002091784,0.0005568187,0.0003467506,0.00015463281,0.00014350752],"domain_scores_gemma":[0.99459946,0.0047110985,0.00044809308,0.000107215696,0.00009046516,0.00004364214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026051807,0.00021008683,0.0008719234,0.00026422125,0.000031945656,0.000035480556,0.00019768221,0.00021943175,0.0027659212],"category_scores_gemma":[0.006024672,0.00015824054,0.00007574542,0.00038072126,0.00007097321,0.00029299172,0.000049248658,0.00033255815,0.0000072793155],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026748416,0.000039751958,0.30571157,0.18532692,0.00020819606,0.0006960948,0.01402505,0.00023831544,0.00023156086,0.000060327606,0.00024952018,0.49053785],"study_design_scores_gemma":[0.004178106,0.0035541824,0.119668365,0.522143,0.0038209662,0.00024341277,0.27898687,0.020255506,0.0011641028,0.00049018714,0.0424194,0.003075903],"about_ca_topic_score_codex":0.003812677,"about_ca_topic_score_gemma":0.008975292,"teacher_disagreement_score":0.48746195,"about_ca_system_score_codex":0.0000124720855,"about_ca_system_score_gemma":0.000026946645,"threshold_uncertainty_score":0.9981457},"labels":[],"label_agreement":null},{"id":"W7039748537","doi":"","title":"Novel Cutting-Edge In-situ Deposition of Soft Metallic Solid Lubricant Coatings for Efficient Machining of High-Strength alloys","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inconel; Machining; Lubricant; Tool wear; Coating; Layer (electronics); Deposition (geology); Alloy","score_opus":0.01780970903334968,"score_gpt":0.21809946858016835,"score_spread":0.20028975954681866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039748537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5784461,0.0005279565,0.0008965183,0.000029258508,0.0019387173,0.0007049575,0.00044962647,0.00008182558,0.41692507],"genre_scores_gemma":[0.7519102,0.000008560271,0.0005044031,0.0000138921,0.000118339274,0.0000039764263,0.0006503114,0.000036986392,0.24675333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865294,0.00004212983,0.00043444958,0.0003742723,0.00029620234,0.00019998745],"domain_scores_gemma":[0.9988946,0.0001468217,0.000510022,0.00012766635,0.00027560396,0.00004531166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015649041,0.0002459004,0.00046643105,0.00050541695,0.00016573248,0.000054260134,0.0002720946,0.00013811162,0.0046793837],"category_scores_gemma":[0.00003291045,0.0002822611,0.0002499912,0.00018225276,0.00010885166,0.00017372731,0.000053618307,0.00023364196,0.000010032192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018111118,0.0017283163,0.00015151451,0.007642379,0.001219531,0.00009249257,0.08195036,0.0019481627,0.049317554,0.78203595,0.0017306706,0.070371985],"study_design_scores_gemma":[0.013855306,0.0021722,0.0035800932,0.012302746,0.0076897247,0.000025789303,0.13263531,0.011933289,0.10914351,0.00488768,0.69678867,0.004985657],"about_ca_topic_score_codex":0.001409673,"about_ca_topic_score_gemma":0.016677693,"teacher_disagreement_score":0.77714825,"about_ca_system_score_codex":0.00017360537,"about_ca_system_score_gemma":0.00011942409,"threshold_uncertainty_score":0.9999629},"labels":[],"label_agreement":null},{"id":"W7039758984","doi":"","title":"Microbiomes of freshwater insects and riparian spiders downstream of municipal wastewater discharges in the Bow River, AB","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; University of Calgary","keywords":"Microbiome; Riparian zone; Effluent; Aquatic ecosystem; Wastewater; Ecosystem; Food web; Food chain; Bacterioplankton","score_opus":0.015401880880140802,"score_gpt":0.2640306224002832,"score_spread":0.2486287415201424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039758984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7564271,0.0006901913,4.4627436e-7,0.0006232347,0.00041873983,0.00026168075,0.000056866884,0.000015036925,0.24150668],"genre_scores_gemma":[0.74266326,0.0004201965,0.00012315763,0.00005402846,0.00007508333,0.0000021685853,0.0001623656,0.000015431262,0.2564843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890673,0.0002013375,0.00023586978,0.00024293858,0.00020708526,0.00020601285],"domain_scores_gemma":[0.9994468,0.00008016021,0.00017928838,0.00015661685,0.00010634315,0.000030757896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025357617,0.00017591148,0.00026705395,0.00033742364,0.00016041323,0.000044248805,0.000333839,0.00016499108,0.015254613],"category_scores_gemma":[0.00002975618,0.00013792183,0.00007787717,0.0007526665,0.00040537395,0.00016531885,0.00005198679,0.0001927664,0.0000036442989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001159429,0.00017377002,0.013493869,0.0007777736,0.00027112284,0.000028743912,0.9413549,0.000002768769,0.0014841525,0.011952214,0.00508672,0.025258051],"study_design_scores_gemma":[0.00036103788,0.00003781169,0.007040523,0.00032013902,0.00011197367,5.206393e-7,0.6592432,0.0000019300287,0.00086299377,0.00021924432,0.33160713,0.00019348098],"about_ca_topic_score_codex":0.017088344,"about_ca_topic_score_gemma":0.2860321,"teacher_disagreement_score":0.3265204,"about_ca_system_score_codex":0.000051757288,"about_ca_system_score_gemma":0.000100112964,"threshold_uncertainty_score":0.98945695},"labels":[],"label_agreement":null},{"id":"W7042321234","doi":"","title":"PHYSIOLOGICAL AND MOLECULAR METHODS OF MAST CELL ACTIVITY IN PATIENTS WITH MODERATE TO SEVERE ASTHMA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Tryptase; Sputum; Eosinophil; Eosinophil cationic protein; Asthma; Mast cell; Immunoglobulin E; Interleukin 5; Cytokine","score_opus":0.011857782878629276,"score_gpt":0.24852923512919953,"score_spread":0.23667145225057026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042321234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725375,0.00003276571,0.00019828649,0.000012722444,0.000048032038,0.00051523943,0.00003807768,0.000032881613,0.02658445],"genre_scores_gemma":[0.88627344,0.0000099332265,0.0019205383,0.00007834351,0.00001697878,0.0000028932898,0.00016868084,0.000058290447,0.1114709],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880433,0.00016572954,0.0001364035,0.00045582428,0.00021497592,0.00022273278],"domain_scores_gemma":[0.99934447,0.000030509866,0.00012850428,0.00019065736,0.000117000214,0.0001888556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004724512,0.00027395235,0.00053092086,0.00023310291,0.000039826788,0.000009952468,0.000104203515,0.0002269049,0.0013879999],"category_scores_gemma":[0.0000129528435,0.00023309929,0.000087851724,0.0004995338,0.00004331826,0.000071570066,0.000077085206,0.0002474791,0.000009366908],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028859105,0.0016165231,0.04988975,0.0030018454,0.00034076624,0.0010083256,0.0014024647,0.0008477923,0.023638995,0.000044873428,0.00028600695,0.88906354],"study_design_scores_gemma":[0.0056000086,0.0019470393,0.9728154,0.0007725781,0.0002667641,9.9112e-7,0.0030041656,0.00011762299,0.009100065,0.000017886987,0.0057561724,0.0006013002],"about_ca_topic_score_codex":0.00004181115,"about_ca_topic_score_gemma":0.000079708836,"teacher_disagreement_score":0.92292565,"about_ca_system_score_codex":0.000066399974,"about_ca_system_score_gemma":0.00010804845,"threshold_uncertainty_score":0.9995249},"labels":[],"label_agreement":null},{"id":"W7042488585","doi":"","title":"Population Genetic Investigation of the White-Nose Syndrome pathogen, Pseudogymonascus destructans, in North America","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epizootic; Outbreak; Population; Genotyping; Adaptation (eye); Transmission (telecommunications); Genetic variation","score_opus":0.011007401858649289,"score_gpt":0.19067992378857007,"score_spread":0.17967252192992078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042488585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98285025,0.00016385327,0.0030470502,0.00020594544,0.00055367633,0.00043372065,0.000018586124,0.00006504041,0.012661878],"genre_scores_gemma":[0.9611273,0.00006516618,0.011320259,0.00011668572,0.00003826792,0.0000022331787,0.00055587746,0.000034557554,0.026739685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983136,0.00020580167,0.00036935724,0.0005212589,0.0003881366,0.00020181613],"domain_scores_gemma":[0.99887705,0.00002307916,0.000531244,0.0004110743,0.000074430274,0.00008310651],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043444685,0.00024516264,0.00036981681,0.0002697026,0.00010058007,0.00006460463,0.0010286954,0.00014122481,0.0012715778],"category_scores_gemma":[0.000012069507,0.000234398,0.00019159526,0.0024223733,0.00003584452,0.00029954372,0.00017191497,0.00023297334,0.0000147880855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043054704,0.00003894899,0.81469625,0.00018810487,0.00012874523,0.00014359361,0.006539307,0.0035331023,0.000513733,0.00079722924,0.00012208236,0.17325586],"study_design_scores_gemma":[0.00040459345,0.00006120326,0.97998846,0.0001537151,0.000106958796,0.000004938186,0.0016526431,0.013794216,0.00007469508,0.00013491785,0.0032803004,0.0003433739],"about_ca_topic_score_codex":0.00015199247,"about_ca_topic_score_gemma":0.0014691779,"teacher_disagreement_score":0.1729125,"about_ca_system_score_codex":0.00011639065,"about_ca_system_score_gemma":0.000109362874,"threshold_uncertainty_score":0.9996414},"labels":[],"label_agreement":null},{"id":"W7042560450","doi":"","title":"Plasticizer Identification and Characterization Across Multiple Poly(Vinyl) Chloride (PVC) Blends","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Plasticizer; Fusible alloy; Polyvinyl chloride; Homogenizer; Liquation","score_opus":0.011244035365198714,"score_gpt":0.2247843095761716,"score_spread":0.21354027421097288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042560450","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95596206,0.0003952912,0.0012776216,0.00010743044,0.004224098,0.0003426754,0.00048732324,0.0002665775,0.036936905],"genre_scores_gemma":[0.3273249,0.00017022749,0.000051988936,0.00004421876,0.00021155362,0.000004172143,0.0007549761,0.00004465246,0.67139333],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979313,0.000060713508,0.00030990728,0.00084641494,0.0003771438,0.00047453746],"domain_scores_gemma":[0.9991123,0.000060598308,0.00026585348,0.00030496786,0.00009283248,0.00016346207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014602423,0.00035607466,0.0003099022,0.00019846791,0.00035838637,0.00055174826,0.00050783774,0.00030335717,0.012612515],"category_scores_gemma":[0.000020961583,0.00037710802,0.00009002313,0.0005914835,0.0001174736,0.0009215659,0.00011828205,0.00024215716,0.0006956566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032256715,0.00003592477,0.00038468855,0.00032733992,0.000033597367,0.000066683846,0.0058621992,0.0000036509643,0.8323548,0.00061907526,0.000095447445,0.15989403],"study_design_scores_gemma":[0.00089204137,0.00010347611,0.011815728,0.0004990199,0.00029306224,0.000018351477,0.008101955,0.00107375,0.7488146,0.00016563541,0.22710136,0.0011210203],"about_ca_topic_score_codex":0.00019745773,"about_ca_topic_score_gemma":0.0012445325,"teacher_disagreement_score":0.6344564,"about_ca_system_score_codex":0.00010057717,"about_ca_system_score_gemma":0.00012697424,"threshold_uncertainty_score":0.9998681},"labels":[],"label_agreement":null},{"id":"W7042590809","doi":"","title":"Promoting Healthy Weights Using Population-based Interventions in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.02402770750886253,"score_gpt":0.22999612908760853,"score_spread":0.205968421578746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042590809","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037234589,0.00016590387,0.0009280011,0.00008077597,0.000545956,0.0009875682,0.0003424523,0.00031021138,0.9929157],"genre_scores_gemma":[0.023369806,0.0000018146202,0.0018607279,0.00010849648,0.00015086906,0.0000013608513,0.0002539625,0.00085856597,0.9733944],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973055,0.00046930966,0.00043705857,0.00071389985,0.00042377404,0.0006504716],"domain_scores_gemma":[0.9984257,0.0000620872,0.000733065,0.0004838235,0.00005060162,0.00024468347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014938337,0.0005040573,0.0006423115,0.0014194031,0.00013467173,0.00004291289,0.00054259977,0.000269202,0.17187898],"category_scores_gemma":[0.000021772097,0.0006213514,0.00022687834,0.001500797,0.000040941006,0.000119425495,0.00014172596,0.00045242117,0.00028937683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005544027,0.0009075771,0.70952946,0.008329733,0.0008506518,0.0016041127,0.0005390636,0.0068405094,0.000070262664,0.003626778,0.14155003,0.1255974],"study_design_scores_gemma":[0.0019946508,0.000049828854,0.00418022,0.00427727,0.00015620232,0.000004223103,0.0001927631,0.011874512,0.0000055024548,0.000017902517,0.97637737,0.00086955767],"about_ca_topic_score_codex":0.9602149,"about_ca_topic_score_gemma":0.99744594,"teacher_disagreement_score":0.83482736,"about_ca_system_score_codex":0.005178691,"about_ca_system_score_gemma":0.0016829323,"threshold_uncertainty_score":0.9996238},"labels":[],"label_agreement":null},{"id":"W7042600448","doi":"","title":"Performance of EHD assisted convective boiling heat exchangers utilizing dielectric fluids","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Boiling; Heat exchanger; Electrohydrodynamics; Heat transfer; Pressure drop; Convection; Convective heat transfer","score_opus":0.01161467540242888,"score_gpt":0.19749156990173827,"score_spread":0.1858768944993094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042600448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37806913,0.00040886638,0.00060592906,0.0000024217475,0.0008114611,0.0002439719,0.00003108047,0.00014054279,0.6196866],"genre_scores_gemma":[0.9589671,0.0007108453,0.00026515772,0.000007156202,0.00009070356,0.0000021937667,0.00034468865,0.00007692056,0.039535265],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886197,0.000024143104,0.00026226012,0.00029065972,0.00021889505,0.0003420888],"domain_scores_gemma":[0.99944305,0.000049811137,0.00006895689,0.00018304825,0.00017018981,0.000084946034],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059770584,0.0003328586,0.00037630257,0.00037091327,0.00010811377,0.000024218816,0.00023557276,0.00032106892,0.0059753396],"category_scores_gemma":[0.0000089505575,0.00040650368,0.00013628998,0.00072176906,0.00003999508,0.00027848344,0.000012111999,0.00027767086,0.00002719423],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010814195,0.00020803358,0.0054864557,0.005462226,0.0015263708,0.00006576507,0.008853856,0.0037365207,0.0711445,0.00054528256,0.0011122292,0.90077734],"study_design_scores_gemma":[0.0048641167,0.0016388741,0.06102142,0.004409709,0.0017785357,0.000014294983,0.01105528,0.36517626,0.28365028,0.000033380333,0.2627993,0.0035585628],"about_ca_topic_score_codex":0.000050641458,"about_ca_topic_score_gemma":0.00018646292,"teacher_disagreement_score":0.89721876,"about_ca_system_score_codex":0.00024065978,"about_ca_system_score_gemma":0.00005801905,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W7042659351","doi":"","title":"Public deliberation for health system decision-making: An evaluative case study of the McMaster Health Forum’s citizen panels","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Thematic analysis; Representativeness heuristic; Diversity (politics); Public health; Openness to experience; Focus group; Health policy","score_opus":0.2383845445978053,"score_gpt":0.3958557388361805,"score_spread":0.15747119423837522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042659351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6821588,0.0037601353,0.0793681,0.03088398,0.010394644,0.054810364,0.009294418,0.00060158526,0.12872797],"genre_scores_gemma":[0.94054836,0.000036219262,0.0019112368,0.0028353618,0.00035852115,0.00017270305,0.00021453563,0.00017678505,0.053746287],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9912543,0.0018088429,0.004435525,0.0013357239,0.0003471702,0.0008184245],"domain_scores_gemma":[0.9886407,0.0012723373,0.008127393,0.0010514598,0.0005387173,0.00036936332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008265735,0.00056846545,0.0020722826,0.0007426797,0.0011800446,0.0001820013,0.0009185358,0.00039339872,0.0046674823],"category_scores_gemma":[0.0007494285,0.00056658546,0.00036911675,0.0006117282,0.000064444495,0.001026129,0.00013563482,0.00032892253,0.000096262],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014189961,0.0021277778,0.017039763,0.008795997,0.001831465,0.000066752254,0.10495492,0.0005827848,0.0000038915746,0.07919659,0.018306099,0.76567495],"study_design_scores_gemma":[0.015774988,0.0050273854,0.015470969,0.0059726965,0.00024343628,0.00021693876,0.7695865,0.009392685,0.000006770827,0.0064558554,0.16920699,0.0026447696],"about_ca_topic_score_codex":0.0022834607,"about_ca_topic_score_gemma":0.020408196,"teacher_disagreement_score":0.7630302,"about_ca_system_score_codex":0.0032123679,"about_ca_system_score_gemma":0.0013982288,"threshold_uncertainty_score":0.99967855},"labels":[],"label_agreement":null},{"id":"W7042678177","doi":"","title":"PERIOPERATIVE SMOKING CESSATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Smoking cessation; Abstinence; Perioperative; Psychological intervention; Cytisine; Population; Intervention (counseling)","score_opus":0.025888703508409786,"score_gpt":0.26308988524808885,"score_spread":0.23720118173967908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042678177","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36991137,0.000026633086,0.000043358574,0.00006620191,0.0010022053,0.00039347901,0.000018777615,0.00031386357,0.62822413],"genre_scores_gemma":[0.25567147,0.000044266268,0.000032249132,0.00003966646,0.00014773376,0.0000029536052,0.0016484911,0.00006686991,0.7423463],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99857014,0.000057223984,0.00019864734,0.0004746657,0.000441169,0.0002581575],"domain_scores_gemma":[0.9992316,0.000029670276,0.00017426167,0.00023907867,0.0002146846,0.000110698726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081534236,0.00029975208,0.0003611367,0.00036727812,0.00020755662,0.00006504815,0.00014690051,0.0004668103,0.058227185],"category_scores_gemma":[0.000022579263,0.00032992288,0.00017757583,0.0007241464,0.000032535136,0.00019080107,0.00003128149,0.0004889866,0.00008277482],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010751361,0.00020885016,0.10733638,0.000826595,0.00056361133,0.00093895657,0.011974284,0.000041732597,0.0021634304,0.0013151154,0.0025617064,0.8709942],"study_design_scores_gemma":[0.0044293413,0.00036848884,0.6274072,0.0015249419,0.0022782371,0.000024635588,0.057577997,0.00009829789,0.004651746,0.000046189944,0.30057284,0.0010201001],"about_ca_topic_score_codex":0.00020698164,"about_ca_topic_score_gemma":0.00038961114,"teacher_disagreement_score":0.8699741,"about_ca_system_score_codex":0.00039649205,"about_ca_system_score_gemma":0.00019394957,"threshold_uncertainty_score":0.9999153},"labels":[],"label_agreement":null},{"id":"W7042808600","doi":"","title":"Professional Regulation and Interprofessional Collaboration in Occupational Therapy","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enabling; Consistency (knowledge bases); Health professionals; Health professions; Occupational therapy; Workforce","score_opus":0.029608106279500924,"score_gpt":0.37920936782567644,"score_spread":0.3496012615461755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042808600","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.742799,0.00022655964,0.000044473098,0.002063495,0.0141505385,0.0030519036,0.00017015987,0.00032213016,0.23717177],"genre_scores_gemma":[0.105340205,0.00014386502,0.00028443552,0.00043249383,0.00039962673,0.00009957209,0.0037580992,0.000087268025,0.8894544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99636453,0.0010089342,0.00077156146,0.00075050606,0.0006231425,0.000481311],"domain_scores_gemma":[0.9977545,0.00046979968,0.00068396196,0.0002558134,0.00067605515,0.00015985782],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047393382,0.00044491122,0.0004766819,0.0009233621,0.0008826771,0.000038981707,0.0002896511,0.001039226,0.06532419],"category_scores_gemma":[0.000114476985,0.00044752326,0.00008105378,0.0017591284,0.00006269744,0.00057379546,0.0001200278,0.001242536,0.0005509079],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037893143,0.001091358,0.27630076,0.0020064893,0.0003769128,0.00009555646,0.08216894,0.0001105455,0.006100225,0.06411889,0.13716541,0.39257178],"study_design_scores_gemma":[0.0036008197,0.00012038733,0.57841814,0.0031514035,0.000040340477,0.0000010669456,0.1224254,0.0006653299,0.00008376455,0.0024020285,0.2883252,0.0007661572],"about_ca_topic_score_codex":0.000406719,"about_ca_topic_score_gemma":0.0168486,"teacher_disagreement_score":0.65228266,"about_ca_system_score_codex":0.00073351635,"about_ca_system_score_gemma":0.0040976126,"threshold_uncertainty_score":0.99979764},"labels":[],"label_agreement":null},{"id":"W7042844808","doi":"","title":"Public Library-University/College Research Partnership Toolkit","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; McMaster University","keywords":"General partnership; Government (linguistics); Public policy; Context (archaeology)","score_opus":0.09235883049189232,"score_gpt":0.28452588692544506,"score_spread":0.19216705643355275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042844808","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029037367,0.000083285224,0.0001178842,0.01778939,0.00033838808,0.00022285753,0.000048256807,0.00046148192,0.97803473],"genre_scores_gemma":[0.13033886,0.00008537719,0.00022580857,0.00051017624,0.00024001385,2.2669114e-7,0.000011915406,0.000010505464,0.8685771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976715,0.0005585051,0.00012697543,0.00035455168,0.0006262635,0.00066220475],"domain_scores_gemma":[0.9990015,0.0002880107,0.00003187709,0.00021151523,0.00009094834,0.0003761438],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006191426,0.00012199861,0.0001180164,0.000676921,0.001142657,0.000732932,0.0010743862,0.00014044154,0.204314],"category_scores_gemma":[0.000049856546,0.0001317102,0.00011051985,0.0048194886,0.00056418905,0.028779577,0.00032274777,0.00036044358,0.001817953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020370964,0.000018334254,0.0011261107,0.000021663589,0.000015622922,0.00017709233,0.0061354833,0.0000020317648,0.0000029249913,0.83195776,0.09607455,0.06444806],"study_design_scores_gemma":[0.00016435176,0.000039908387,0.00024848295,0.000037009966,0.0000057083603,0.0000014959248,0.034290917,0.00031785574,0.00001560578,0.0011781774,0.96353364,0.00016684592],"about_ca_topic_score_codex":0.00016071556,"about_ca_topic_score_gemma":0.00008573553,"teacher_disagreement_score":0.8674591,"about_ca_system_score_codex":0.0001891292,"about_ca_system_score_gemma":0.0009669265,"threshold_uncertainty_score":0.99895924},"labels":[],"label_agreement":null},{"id":"W7042849538","doi":"","title":"Rapid synthesis: Optimizing the use of hybrid-care models for delivery of healthcare services","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Health care; Healthcare delivery; Health services; Key (lock); Health services research; Best practice; Healthcare system","score_opus":0.05354593927598365,"score_gpt":0.22157303427942526,"score_spread":0.1680270950034416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042849538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038544554,0.007887838,0.0038625214,0.00029275627,0.0007924772,0.0054869633,0.025172282,0.0022052426,0.95391446],"genre_scores_gemma":[0.0036133493,0.0011632014,0.007661035,0.00008787222,0.00014828511,0.00001854211,0.00014168673,0.002994749,0.9841713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972556,0.00034630147,0.00046328933,0.0007900692,0.00052007654,0.00062463485],"domain_scores_gemma":[0.9966086,0.0005914088,0.0011261805,0.0010896227,0.0004263904,0.00015780295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015266295,0.0006510384,0.0010616604,0.000956375,0.00015408547,0.000050702565,0.0013758687,0.0003416089,0.011058796],"category_scores_gemma":[0.000019233414,0.0006088121,0.0005843736,0.001116799,0.00026018723,0.00046000475,0.0005153136,0.00029412186,0.000103465645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035517176,0.00038883777,0.00044138002,0.029371668,0.0066779205,0.0003359754,0.0067586787,0.06608369,0.00033107042,0.0067751803,0.16453387,0.71475],"study_design_scores_gemma":[0.00095185,0.000117896074,0.000005053173,0.0038511138,0.000936502,0.00000382879,0.010063384,0.0059233936,0.0006091747,0.00002653544,0.976885,0.0006262271],"about_ca_topic_score_codex":0.005259482,"about_ca_topic_score_gemma":0.008452011,"teacher_disagreement_score":0.81235117,"about_ca_system_score_codex":0.00030687233,"about_ca_system_score_gemma":0.00022405891,"threshold_uncertainty_score":0.99963635},"labels":[],"label_agreement":null},{"id":"W7042860621","doi":"","title":"Security After the Great Recession","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Governmentality; Great recession; Neoliberalism (international relations); Recession; Meaning (existential); Ideal (ethics); Inequality; Work (physics)","score_opus":0.017364239994543448,"score_gpt":0.26807614332511576,"score_spread":0.2507119033305723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042860621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02119462,0.0002070518,0.0000021541628,0.0022164348,0.002477685,0.00042959957,0.000050423874,0.00023266996,0.97318935],"genre_scores_gemma":[0.037317764,0.0007924005,0.000007606727,0.00030437316,0.00040462625,0.0000020614168,0.00015648508,0.000027577278,0.9609871],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975872,0.0006433422,0.00017726584,0.00042534037,0.0005962858,0.0005705549],"domain_scores_gemma":[0.99901646,0.00014041307,0.00016739267,0.0002650605,0.00015280824,0.00025788514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005280741,0.00023923666,0.00024904739,0.000119828444,0.0010738746,0.00018411873,0.0007702308,0.0005928361,0.11917909],"category_scores_gemma":[0.00007986944,0.00020805416,0.00017552634,0.0012553264,0.00015644013,0.0003101124,0.0000940959,0.0006080846,0.0006973526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010089754,0.00012195981,0.0026581893,0.00045720208,0.00016398237,0.00039580895,0.14083095,0.000005457068,0.000001799302,0.034014102,0.11846319,0.70187837],"study_design_scores_gemma":[0.00016772354,0.000021376565,0.0016533508,0.00014106906,0.000049268452,4.1106642e-7,0.054769434,0.000004319388,0.0000015606495,0.0015283087,0.9414365,0.00022666452],"about_ca_topic_score_codex":0.016622394,"about_ca_topic_score_gemma":0.2018371,"teacher_disagreement_score":0.8229733,"about_ca_system_score_codex":0.00034123755,"about_ca_system_score_gemma":0.00054578076,"threshold_uncertainty_score":0.989926},"labels":[],"label_agreement":null},{"id":"W7042869132","doi":"","title":"Quantitative variation in Drosophila melanogaster wing shape and size","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Population; Genetic data; Allele; Cistron; Identification (biology); Selection (genetic algorithm)","score_opus":0.03755890134420585,"score_gpt":0.26369530967308125,"score_spread":0.22613640832887538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042869132","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5915285,0.0000754436,0.0005660026,0.00021925011,0.0005976501,0.00074930873,0.00007268554,0.00024330466,0.4059479],"genre_scores_gemma":[0.11669206,0.00009175182,0.014074759,0.0000789867,0.00010289901,0.0000063929524,0.00017009792,0.000110687666,0.8686724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985077,0.00015864485,0.00031023409,0.0005166484,0.00022572525,0.0002810751],"domain_scores_gemma":[0.9985475,0.0008425877,0.0002677911,0.0001874561,0.00007718771,0.00007748321],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021007821,0.00030495424,0.000439656,0.00022915432,0.0001227238,0.0000723812,0.00021284772,0.00040179817,0.018303553],"category_scores_gemma":[0.00027926068,0.0003197391,0.000096228956,0.00078240765,0.000029257148,0.00021983452,0.00009366476,0.0003925189,0.00008099467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022420953,0.0011220205,0.009429965,0.0032506166,0.0012185439,0.0023412765,0.02729586,0.00009734555,0.012966213,0.7773997,0.006081478,0.15655486],"study_design_scores_gemma":[0.010878751,0.0012680277,0.6673336,0.0038167783,0.0016092394,0.00002846448,0.07401996,0.010668936,0.00035235708,0.16803546,0.057425655,0.004562749],"about_ca_topic_score_codex":0.000108201624,"about_ca_topic_score_gemma":0.0008914627,"teacher_disagreement_score":0.6579037,"about_ca_system_score_codex":0.000115820665,"about_ca_system_score_gemma":0.00004540477,"threshold_uncertainty_score":0.9999255},"labels":[],"label_agreement":null},{"id":"W7042939253","doi":"","title":"SEISMIC DESIGN AND BEHAVIOUR OF PRECAST CONCRETE CONNECTIONS FOR ACCELERATED BRIDGE CONSTRUCTION","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Pier; Fragility; Seismic analysis; Component (thermodynamics); Bridge (graph theory); Seismic loading; Shear wall; Structural system","score_opus":0.01975793698698351,"score_gpt":0.2122295975459045,"score_spread":0.192471660558921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042939253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8132076,0.00048078367,0.111503385,0.000022210155,0.0010144978,0.0010882461,0.00038876245,0.0003376669,0.0719568],"genre_scores_gemma":[0.7616944,0.0005532551,0.002529286,0.000020473915,0.00006338902,0.00001057942,0.00093223725,0.000054235286,0.23414217],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932206,0.000023650955,0.00019486566,0.00022383478,0.000069697286,0.0001659144],"domain_scores_gemma":[0.99955827,0.0000532221,0.00009765104,0.000117953605,0.00012681681,0.0000460987],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041228363,0.00021589258,0.00033474565,0.0002934293,0.00010262875,0.000028859627,0.00012062905,0.00023348568,0.0016640516],"category_scores_gemma":[0.000005028059,0.0002691457,0.00010762433,0.00041761523,0.000032177064,0.00017495763,0.000013616446,0.00015697567,0.000002103877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011756154,0.000038771257,0.0032122545,0.0042339736,0.0033490243,0.00003240156,0.0024313193,0.15544201,0.0107632335,0.0007196419,0.007348953,0.8112528],"study_design_scores_gemma":[0.0046612434,0.00029992216,0.003692103,0.0012571196,0.004174758,0.000028049746,0.01063777,0.82614225,0.043689474,0.000107468615,0.10374985,0.0015599816],"about_ca_topic_score_codex":0.00009296996,"about_ca_topic_score_gemma":0.00007044463,"teacher_disagreement_score":0.8096928,"about_ca_system_score_codex":0.00007662268,"about_ca_system_score_gemma":0.00006743447,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W7042960848","doi":"","title":"The Romantic and Sexual Lives of Adults with Intellectual Disability in Ontario, Canada","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gestational period; Circumstantial evidence; Nucleofection; Hyporeflexia; TSG101; Proteogenomics","score_opus":0.011043502990143811,"score_gpt":0.21052862982107118,"score_spread":0.19948512683092737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042960848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7211036,0.000028841028,0.00000209066,0.00023673565,0.00011089176,0.0003307224,0.000005182775,0.000008511092,0.27817342],"genre_scores_gemma":[0.80893314,0.000022877459,0.000017583581,0.00000618299,0.000016367689,7.522748e-7,0.000034920984,0.000006771361,0.19096142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988575,0.0001846385,0.00015825548,0.0003062807,0.00031097644,0.00018236756],"domain_scores_gemma":[0.9992995,0.00031337584,0.00011568988,0.00011967486,0.000065511995,0.00008623872],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086132946,0.00013717942,0.00020707298,0.000020487372,0.00027777883,0.00004548034,0.00024622199,0.00008705708,0.006303054],"category_scores_gemma":[0.00005976357,0.00009796989,0.000027002796,0.00027543693,0.00058705395,0.00012825252,0.00003554223,0.00023534073,8.975259e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035399806,0.00023276244,0.23638803,0.0004742619,0.0002061557,0.00007512585,0.550068,0.000028808985,0.000012701549,0.007135305,0.00044463354,0.20139422],"study_design_scores_gemma":[0.00065001973,0.00017503237,0.09103113,0.00015233469,0.00007832743,4.1727736e-7,0.7846058,0.000038165465,0.000030072528,0.00016130164,0.12280522,0.0002721682],"about_ca_topic_score_codex":0.9896016,"about_ca_topic_score_gemma":0.9999764,"teacher_disagreement_score":0.2345378,"about_ca_system_score_codex":0.0004147338,"about_ca_system_score_gemma":0.001200699,"threshold_uncertainty_score":0.9946053},"labels":[],"label_agreement":null},{"id":"W7043055357","doi":"","title":"SEEING BETTER ON THE LEVEL OF LAMPS: PERCEPTUAL NORMATIVITY IN MERLEAU-PONTY","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phenomenology and Existential Philosophy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Perception; Normative; Embodied cognition; Interpretation (philosophy); Phenomenology (philosophy); Perceptual system; Perspective (graphical)","score_opus":0.06384579331378404,"score_gpt":0.2646132858226186,"score_spread":0.20076749250883458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043055357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30107775,0.00003952147,0.000022111168,0.00022923142,0.0007186014,0.00028189336,0.00007460333,0.000019280747,0.697537],"genre_scores_gemma":[0.63927114,0.000004399924,0.00002006624,0.00024424805,0.000058645535,0.0000018629139,0.00011230093,0.000025585869,0.36026174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827147,0.00043384606,0.00028087455,0.00045678698,0.0002016457,0.000355384],"domain_scores_gemma":[0.99890906,0.00019356777,0.00030082685,0.0004960165,0.00005551009,0.000044995297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016970329,0.0003309039,0.00047447454,0.0002775664,0.000105839674,0.000013433712,0.0006334245,0.00051177334,0.082224995],"category_scores_gemma":[0.000012140073,0.0002963475,0.00019290386,0.00035744294,0.0001257233,0.00014287111,0.00008325641,0.0008625736,0.00092011155],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011529011,0.0023425426,0.024260836,0.0010726245,0.002991171,0.0007149881,0.15220943,0.00021299423,0.0025799868,0.29915658,0.010666365,0.49226347],"study_design_scores_gemma":[0.011109791,0.0019775173,0.3552569,0.0017116783,0.0010369385,0.000022205993,0.23538078,0.00011140866,0.0010248725,0.009950454,0.3788734,0.0035440652],"about_ca_topic_score_codex":0.00044321938,"about_ca_topic_score_gemma":0.0013037329,"teacher_disagreement_score":0.4887194,"about_ca_system_score_codex":0.00011649609,"about_ca_system_score_gemma":0.00004766739,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W7043092510","doi":"","title":"Simulating Season: The Effects of Photoperiod and Temperature on Thermogenesis in Deer Mice","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Thermogenesis; photoperiodism; Acclimatization; Thermoregulation; Brown adipose tissue; Homeothermy","score_opus":0.004904059299078389,"score_gpt":0.19320467516270587,"score_spread":0.18830061586362748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043092510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477221,0.0012304696,0.00022477953,0.000071625174,0.0005196353,0.0003311488,0.0000036230972,0.000058982307,0.04983768],"genre_scores_gemma":[0.88305146,0.000028925246,0.00011478406,0.000066783585,0.000036251477,8.7995414e-7,0.000008391351,0.000017930473,0.11667462],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987479,0.00013691919,0.00018027911,0.00049655593,0.00023482693,0.00020353723],"domain_scores_gemma":[0.99936104,0.00021930087,0.0001287784,0.00018807163,0.00006131737,0.00004151581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011129031,0.00026483173,0.00030912523,0.00017517101,0.00009104412,0.00014299252,0.0006534868,0.00021181969,0.0005604253],"category_scores_gemma":[0.00002025395,0.00019979604,0.00015053015,0.0006466379,0.000026833597,0.00012730635,0.00013043519,0.00040118242,0.000009156035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004469114,0.00032212902,0.001572495,0.0059003835,0.0014622625,0.0017748468,0.08747464,0.012745096,0.011349261,0.11894633,0.00066917867,0.75733644],"study_design_scores_gemma":[0.0034510072,0.00097390584,0.016481426,0.011065509,0.0014102854,0.000027032143,0.02616456,0.8759367,0.014944043,0.00007834394,0.04663357,0.0028336209],"about_ca_topic_score_codex":0.00005357411,"about_ca_topic_score_gemma":0.0008873371,"teacher_disagreement_score":0.8631916,"about_ca_system_score_codex":0.000058996673,"about_ca_system_score_gemma":0.000050706185,"threshold_uncertainty_score":0.8147446},"labels":[],"label_agreement":null},{"id":"W7043103491","doi":"","title":"RESOLVING THE ROLE OF SUBARCTIC VEGETATION ON MOUNTAIN WATER CYCLING IN A RAPIDLY CHANGING CLIMATE","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures","keywords":"Subarctic climate; Vegetation (pathology); Taiga; Climate change; Evapotranspiration; Mire; Water cycle; Precipitation; Ecosystem; Ecotone","score_opus":0.005502381481770628,"score_gpt":0.18272531607806147,"score_spread":0.17722293459629085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043103491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.795522,0.000023407309,0.0000138558435,0.000024740992,0.00013124735,0.00024186884,0.00000834198,0.000035877223,0.20399867],"genre_scores_gemma":[0.90982425,0.000061886625,0.000049149126,0.000017525823,0.000016282684,0.000002724142,0.00021958588,0.00003332051,0.08977525],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987605,0.000077554956,0.00020871108,0.00030272602,0.00025270318,0.00039780323],"domain_scores_gemma":[0.99958766,0.00005945155,0.00013035964,0.00018107185,0.000008461966,0.000033018736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026079555,0.00018624013,0.00018376767,0.00024791894,0.00016673689,0.000030598072,0.00028573466,0.00015536284,0.0026598906],"category_scores_gemma":[0.000005558033,0.000147761,0.000083597995,0.0005420546,0.000036291443,0.00015163094,0.00013177317,0.00027773879,0.00018084078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011687678,0.0002659334,0.12061526,0.00063567783,0.00020834224,0.0003517056,0.06323563,0.36959118,0.04789608,0.0055582277,0.000018298893,0.3904549],"study_design_scores_gemma":[0.0049312445,0.0005924581,0.14360093,0.004763958,0.00088914466,0.000021486216,0.12646621,0.6212573,0.03216424,0.008935682,0.052671254,0.0037060992],"about_ca_topic_score_codex":0.00047315794,"about_ca_topic_score_gemma":0.004776012,"teacher_disagreement_score":0.3867488,"about_ca_system_score_codex":0.00024722648,"about_ca_system_score_gemma":0.000007026591,"threshold_uncertainty_score":0.9982518},"labels":[],"label_agreement":null},{"id":"W7043147867","doi":"","title":"Rules of Engagement","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Rules of engagement; Set (abstract data type); Action (physics); Key (lock)","score_opus":0.06641140275277793,"score_gpt":0.32183621044368615,"score_spread":0.25542480769090825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043147867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050390894,0.0002049523,0.0000034542875,0.00053811184,0.00082195917,0.00015368013,0.000017769364,0.000023204204,0.9931978],"genre_scores_gemma":[0.046109766,0.00026336464,0.0002217514,0.000023570483,0.0002092142,5.7886814e-7,0.000109177585,0.000011403266,0.95305115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998868,0.00028599097,0.00011233888,0.00021222909,0.00033801037,0.00018347063],"domain_scores_gemma":[0.9989314,0.00019560737,0.00044321828,0.00019754277,0.00015171757,0.0000805311],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003246439,0.00012598644,0.00017855139,0.0001120866,0.00064376416,0.000080562226,0.00062934373,0.00021348619,0.16465871],"category_scores_gemma":[0.0001347481,0.00014978673,0.00010347025,0.000087630004,0.00013972573,0.0004013822,0.000019229632,0.000244026,0.00013070444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019911068,0.00015493485,0.0019730476,0.00031946515,0.00023613432,0.000023524475,0.07027488,0.0000021586795,0.000056979432,0.19975062,0.005540522,0.7214686],"study_design_scores_gemma":[0.00011133886,0.000015034945,0.0014322824,0.00009956701,0.00009628602,6.199736e-8,0.107235074,2.389066e-7,0.00007432921,0.0004927762,0.8903068,0.00013621338],"about_ca_topic_score_codex":0.0027031724,"about_ca_topic_score_gemma":0.00903696,"teacher_disagreement_score":0.8847663,"about_ca_system_score_codex":0.000094045405,"about_ca_system_score_gemma":0.00052525435,"threshold_uncertainty_score":0.83610487},"labels":[],"label_agreement":null},{"id":"W7043206165","doi":"","title":"The roles of male persistence and aggression in male-male and male-female interactions in Drosophila melanogaster","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust","keywords":"Aggression; Persistence (discontinuity); Courtship; Context (archaeology); Mating; Mate choice; Drosophila melanogaster","score_opus":0.020819080376462577,"score_gpt":0.21906253840366588,"score_spread":0.1982434580272033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043206165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532134,0.0010172115,1.884804e-7,0.00016063846,0.00017406984,0.00026626713,0.000021254129,0.000007466423,0.045139506],"genre_scores_gemma":[0.67237455,0.0007880068,0.000011539943,0.0000055199207,0.00003072865,0.0000013978267,0.000045173092,0.000001852546,0.32674125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888474,0.00009739283,0.00020607846,0.00045913563,0.00014433723,0.0002083131],"domain_scores_gemma":[0.9995383,0.00008233858,0.0001943513,0.00008072567,0.000053239455,0.000051036055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010197142,0.0001957739,0.0002483689,0.00005777954,0.0001630826,0.000045221066,0.00019838275,0.00016424153,0.008446636],"category_scores_gemma":[0.000010448193,0.00009506192,0.000073558884,0.00030356407,0.00010394878,0.00023567122,0.00010128383,0.00028477766,0.000011129814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076339475,0.00013038912,0.5307584,0.00012379966,0.000020455362,0.000083031904,0.0015424523,0.000009182359,0.08252485,0.00008119509,0.00006613604,0.38389674],"study_design_scores_gemma":[0.00082157756,0.00044967892,0.8678944,0.0021630344,0.000121665835,0.00025781774,0.08280757,0.00009414184,0.0019377995,0.000025101703,0.042811368,0.00061580545],"about_ca_topic_score_codex":0.00030700647,"about_ca_topic_score_gemma":0.0168084,"teacher_disagreement_score":0.38328093,"about_ca_system_score_codex":0.000046555735,"about_ca_system_score_gemma":0.000011647657,"threshold_uncertainty_score":0.9924598},"labels":[],"label_agreement":null},{"id":"W7043227078","doi":"","title":"IN-SITU PERFORMANCE OF SU-FREI BRIDGE BEARINGS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Bridge (graph theory); Bearing (navigation); Elastomer; Reinforcement; Seismic isolation; Engineering design process; Load bearing; Process (computing)","score_opus":0.010544154408895558,"score_gpt":0.18712789243093733,"score_spread":0.17658373802204178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043227078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45538285,0.0001012649,0.00008434041,0.000015265596,0.0006439492,0.00015023527,0.000010326489,0.00018849797,0.54342324],"genre_scores_gemma":[0.55049264,0.00015562704,0.00003856412,0.000011353875,0.000044816512,9.417748e-7,0.00008781661,0.000030423578,0.44913784],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99916124,0.00001969839,0.00021882907,0.00021457994,0.00015017799,0.00023546978],"domain_scores_gemma":[0.9996678,0.000033487042,0.000049638227,0.00014874023,0.000044568173,0.000055756223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048508806,0.00021461614,0.0003292207,0.00024406984,0.000034926,0.000017781533,0.00027950594,0.0002903622,0.008874141],"category_scores_gemma":[0.00000712988,0.00023356867,0.000101116086,0.0005500923,0.00002484245,0.00021381456,0.000038850743,0.00029886924,0.0001500801],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017668705,0.0002942583,0.030712029,0.007918433,0.0010825085,0.00082367606,0.006769808,0.059261642,0.10270329,0.013334223,0.0154241165,0.75990915],"study_design_scores_gemma":[0.0063910773,0.00064599945,0.570634,0.0017690206,0.00037966142,0.000007564974,0.0031382584,0.03699608,0.031276338,0.00033487263,0.34550574,0.0029213561],"about_ca_topic_score_codex":0.00006308819,"about_ca_topic_score_gemma":0.0007394655,"teacher_disagreement_score":0.7569878,"about_ca_system_score_codex":0.00007449927,"about_ca_system_score_gemma":0.000025660325,"threshold_uncertainty_score":0.9920319},"labels":[],"label_agreement":null},{"id":"W7043269086","doi":"","title":"SIFT-MS For Carbon Dioxide Reduction Reaction","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Product (mathematics); Limiting; Work (physics); Yield (engineering); Diafiltration; Nucleofection","score_opus":0.010827047045257547,"score_gpt":0.21960887692669226,"score_spread":0.2087818298814347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043269086","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028347652,0.00036779838,0.00009610095,0.00011032449,0.0037157445,0.0006306252,0.000029868837,0.0008598436,0.96584207],"genre_scores_gemma":[0.03824317,0.00016770323,0.00020805847,0.0000081962735,0.0007237052,0.000019580302,0.0013867104,0.00012670491,0.95911616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837,0.000045147095,0.00027867177,0.000738434,0.00024418154,0.0003235936],"domain_scores_gemma":[0.999118,0.000018638082,0.00022532663,0.0003649892,0.00016776934,0.00010532429],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008186206,0.0004002338,0.00036422772,0.0004230616,0.00013872169,0.00006471643,0.0002624523,0.00058968953,0.0079044895],"category_scores_gemma":[0.0000110949295,0.00046956856,0.00037102986,0.00063652004,0.000031697484,0.0002135423,0.00004301473,0.0004147724,0.000070464455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086262735,0.00008753693,0.0000032405794,0.00079543656,0.00038547788,0.00004731865,0.0010765952,0.00005941483,0.07461327,0.013923554,0.005486059,0.9026595],"study_design_scores_gemma":[0.00034774884,0.000113897804,0.000031284475,0.0002539678,0.00051546976,0.000022443184,0.004706073,0.00008206055,0.04842125,0.0014565551,0.9435422,0.0005070969],"about_ca_topic_score_codex":0.0028414112,"about_ca_topic_score_gemma":0.0024393916,"teacher_disagreement_score":0.9380561,"about_ca_system_score_codex":0.0005753027,"about_ca_system_score_gemma":0.00010732839,"threshold_uncertainty_score":0.9997756},"labels":[],"label_agreement":null},{"id":"W7043300655","doi":"","title":"THE SOCIAL AND SPATIAL DIVISIONS OF PRECARIOUS LABOR","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Spatial ecology; Geographically Weighted Regression; Immigration; Ordinary least squares; Metropolitan area; Logistic regression; Robustness (evolution); Spatial variability; Range (aeronautics)","score_opus":0.010334343801125384,"score_gpt":0.23140305879337628,"score_spread":0.2210687149922509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043300655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69706875,0.00044839867,0.0002462304,0.00016583482,0.0027414341,0.00068719266,0.00031762038,0.00010519862,0.29821935],"genre_scores_gemma":[0.63794994,0.00010515642,0.00009643032,0.000016943215,0.00008420289,0.0000016136216,0.000063198684,0.000031814947,0.36165068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869215,0.00013737372,0.00021959384,0.00037318442,0.00032651232,0.00025119283],"domain_scores_gemma":[0.99895495,0.000179565,0.00039365387,0.00024066788,0.00017277703,0.000058379737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011406615,0.000225956,0.00029739283,0.0001245709,0.00045640217,0.00010392688,0.00045314664,0.00027366998,0.015274707],"category_scores_gemma":[0.00002297201,0.00019794398,0.00013027378,0.00030023124,0.00023786524,0.00016586082,0.00012741382,0.00023880176,0.000038785663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029260353,0.0004086436,0.016022695,0.0013223839,0.00058845663,0.00006643284,0.02158033,0.000082970095,0.20121753,0.012006858,0.0046817428,0.7390959],"study_design_scores_gemma":[0.0018937138,0.00027273147,0.088410065,0.0002382223,0.0004921679,0.000003451321,0.03494593,0.00008608048,0.0060354555,0.00034317028,0.8664126,0.00086642976],"about_ca_topic_score_codex":0.0011814513,"about_ca_topic_score_gemma":0.00466236,"teacher_disagreement_score":0.8617308,"about_ca_system_score_codex":0.000056254372,"about_ca_system_score_gemma":0.00013044891,"threshold_uncertainty_score":0.98562545},"labels":[],"label_agreement":null},{"id":"W7043368058","doi":"","title":"The Role of the Indigenous Patient Navigator Internationally","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Division of Chemistry; McMaster University","keywords":"Indigenous; Qualitative research; MEDLINE; Data collection; Health care; Qualitative analysis","score_opus":0.00915552042278975,"score_gpt":0.24556278582551427,"score_spread":0.23640726540272453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043368058","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15105537,0.0019391283,2.1902507e-7,0.00035334835,0.0028666991,0.0005924992,0.000048325455,0.000049682545,0.8430947],"genre_scores_gemma":[0.2942611,0.00021770621,0.000014652267,0.00005145268,0.00017886648,0.0000033718156,0.000042223463,0.000021290703,0.7052093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841803,0.00022532562,0.0002159307,0.00023480444,0.00064291887,0.00026298195],"domain_scores_gemma":[0.9989929,0.00013155385,0.0002678594,0.00020643926,0.00032668404,0.000074540614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012297562,0.00015699053,0.00014633166,0.000046730842,0.0009007776,0.00009402506,0.0010064609,0.00019501266,0.0053449576],"category_scores_gemma":[0.000058614667,0.00010548098,0.00020416186,0.0005394061,0.00015072114,0.0000985255,0.00011858483,0.0004211653,0.000053033582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098864075,0.000031283646,0.0015725039,0.00015056175,0.00015499009,0.00001809416,0.19137372,0.000011268868,0.00009550134,0.06213639,0.0011084081,0.7432484],"study_design_scores_gemma":[0.00004696184,0.00002493224,0.00066613575,0.0002312998,0.000048658265,4.3591604e-7,0.15065202,0.0000036691392,0.00014047138,0.0014270456,0.8466477,0.000110701534],"about_ca_topic_score_codex":0.0044434634,"about_ca_topic_score_gemma":0.06690004,"teacher_disagreement_score":0.8455393,"about_ca_system_score_codex":0.00048540195,"about_ca_system_score_gemma":0.0007244119,"threshold_uncertainty_score":0.9955643},"labels":[],"label_agreement":null},{"id":"W7043373451","doi":"","title":"Sensitivity to Predator Response Functions in the Chemostat","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Chemostat; Functional response; Sensitivity (control systems); Control theory (sociology); Function (biology); Predator","score_opus":0.02582974526570418,"score_gpt":0.26982225514935054,"score_spread":0.24399250988364637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043373451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20221582,0.000015620239,0.0009850819,0.0038574734,0.00020790305,0.0006112103,0.000028393755,0.0000346254,0.79204386],"genre_scores_gemma":[0.3095858,0.0000049503697,0.00009284566,0.00087550894,0.000049393384,0.00000420371,0.00008699116,0.000013353199,0.68928695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852955,0.0005023787,0.0001840594,0.00036163215,0.00012303246,0.00029932364],"domain_scores_gemma":[0.9984471,0.0007949451,0.000097680684,0.00045125923,0.00006213808,0.00014688572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008927069,0.00021291223,0.00048295537,0.000119557335,0.00023293716,0.000016589,0.00019693289,0.00043809717,0.030455261],"category_scores_gemma":[0.0008260218,0.00015660192,0.00014944654,0.00015981722,0.00013075663,0.00006311941,0.000042839376,0.000578563,0.00038313438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15047055,0.003570722,0.013711734,0.0027479818,0.0015691257,0.012196708,0.019145068,0.0001674816,0.003414775,0.35179886,0.050533976,0.390673],"study_design_scores_gemma":[0.0040372377,0.0013172006,0.1302154,0.001232552,0.0012295183,0.00020641723,0.014764326,0.0011028721,0.00048937905,0.008202108,0.83621156,0.0009914135],"about_ca_topic_score_codex":0.000049382015,"about_ca_topic_score_gemma":0.00094537786,"teacher_disagreement_score":0.7856776,"about_ca_system_score_codex":0.0000728298,"about_ca_system_score_gemma":0.00011687566,"threshold_uncertainty_score":0.970431},"labels":[],"label_agreement":null},{"id":"W7043548480","doi":"","title":"Structure and Function Studies of Mammalian Adenosine Kinase","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adenosine and Purinergic Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Heart and Stroke Foundation of Canada","keywords":"Adenosine kinase; Adenosine; Enzyme; Pyruvate kinase; Chinese hamster ovary cell; Enzyme assay; Purine; Vanadate; Nucleoside; Kinase","score_opus":0.012452129301930983,"score_gpt":0.21694078238336295,"score_spread":0.20448865308143196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043548480","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92653215,0.023398014,0.00008121059,0.000032671644,0.00041740044,0.00021954617,0.0000805819,0.000017005155,0.049221408],"genre_scores_gemma":[0.49011767,0.00075519405,0.00013538377,0.00003072845,0.00018905541,4.0700832e-7,0.00048221805,0.000027848751,0.5082615],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992124,0.000041724135,0.00014673478,0.0003445161,0.00010699685,0.00014766955],"domain_scores_gemma":[0.99949586,0.0000072741627,0.00014796888,0.00016681486,0.00012832959,0.000053732278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022407823,0.00023419043,0.00024919133,0.000087266,0.00007498846,0.000010708073,0.00012643711,0.00030257463,0.005914413],"category_scores_gemma":[0.0000121882085,0.00024388777,0.0000777409,0.00014014899,0.00005656655,0.0000070508895,0.00006502583,0.00012765848,0.000002155778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004379131,0.00027050535,0.007866215,0.0039368286,0.0034887407,0.00030474117,0.002636689,0.00058218575,0.50805676,0.0012405711,0.06761358,0.39962408],"study_design_scores_gemma":[0.0028404088,0.0013362775,0.004124702,0.00046994817,0.0012434302,0.000026953709,0.013284749,0.000036126385,0.20899855,0.00015595581,0.76628435,0.0011985353],"about_ca_topic_score_codex":0.000027736241,"about_ca_topic_score_gemma":0.00013029246,"teacher_disagreement_score":0.6986708,"about_ca_system_score_codex":0.000015074032,"about_ca_system_score_gemma":0.000024830808,"threshold_uncertainty_score":0.99499434},"labels":[],"label_agreement":null},{"id":"W7043733498","doi":"","title":"Treatment of Open Wound Infections Using Drug-Impregnated Polymer Hydrogels: A Dual Approach","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Drug; Staphylococcus aureus; Drug delivery; Pipeline (software); Drug discovery; Drug administration; Food and drug administration; Skin infection","score_opus":0.03696646050507068,"score_gpt":0.2889513241116218,"score_spread":0.2519848636065511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043733498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4391764,0.0007859905,0.00001517804,0.00002323551,0.00029438522,0.0012222663,0.00011030466,0.00007117966,0.55830103],"genre_scores_gemma":[0.18108106,0.00010991606,0.00030011797,0.000014324651,0.000056544457,0.000013156833,0.002290713,0.00007289624,0.81606126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998414,0.00013424896,0.00028808718,0.0005576888,0.0002961437,0.0003098363],"domain_scores_gemma":[0.9989941,0.0000390292,0.00030527115,0.0003918354,0.00009515211,0.00017459663],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038940656,0.00039975598,0.0007353725,0.0004045073,0.00036750975,0.00004992759,0.00019922931,0.0002213155,0.029054932],"category_scores_gemma":[0.0000038036817,0.00040302778,0.00027471868,0.0007841253,0.00005029872,0.0001601152,0.000105238236,0.00024292791,0.000015529407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01627748,0.050355487,0.10527231,0.0047612158,0.027998999,0.005935135,0.0411926,0.0013106271,0.0062634563,0.0038470046,0.0012961649,0.73548955],"study_design_scores_gemma":[0.048889764,0.0077382447,0.006603392,0.0016696741,0.02095286,0.00082613714,0.10742246,0.0017516203,0.012673894,0.000087292865,0.78864485,0.0027397876],"about_ca_topic_score_codex":0.010729976,"about_ca_topic_score_gemma":0.0010721156,"teacher_disagreement_score":0.7873487,"about_ca_system_score_codex":0.0010613458,"about_ca_system_score_gemma":0.00060238794,"threshold_uncertainty_score":0.99984217},"labels":[],"label_agreement":null},{"id":"W7043736704","doi":"","title":"Supporting the transition to adult care for youth with medical complexity: family experiences, adaptation, and recommendations","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Government of Ontario; McMaster University","keywords":"Psychological intervention; Qualitative research; Health care; Focus group; Adult care; Population; Transition (genetics); Face (sociological concept)","score_opus":0.06934275712863867,"score_gpt":0.3574749187250404,"score_spread":0.2881321615964017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043736704","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4121706,0.0030807748,0.057143237,0.056976527,0.009865974,0.023670249,0.004644114,0.0012601365,0.4311884],"genre_scores_gemma":[0.60220677,0.00059909525,0.004902222,0.008563485,0.0024610755,0.00031866753,0.017819155,0.00026583025,0.36286372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801046,0.0002782637,0.00040360427,0.000483843,0.0003658641,0.00045798233],"domain_scores_gemma":[0.9985532,0.00025545407,0.00021878016,0.00016589496,0.00051516556,0.0002915076],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021343837,0.0002645372,0.00031015417,0.00016324616,0.0013497924,0.000032538093,0.000246037,0.00040273185,0.006332053],"category_scores_gemma":[0.00007020144,0.00020712244,0.0000726409,0.000492035,0.00005712591,0.00012634636,0.00004452706,0.0007686115,0.000030030595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000512718,0.00001593148,0.00030300324,0.0019226696,0.00004668593,0.000014725722,0.8120066,0.000005342182,5.49294e-7,0.0013531069,0.0061335815,0.17768513],"study_design_scores_gemma":[0.0006154602,0.00012594444,0.00018267175,0.0014710834,0.00018162825,6.951579e-7,0.8377972,0.0002733184,8.1867347e-7,0.00004094833,0.15909706,0.00021312998],"about_ca_topic_score_codex":0.0010084455,"about_ca_topic_score_gemma":0.0350983,"teacher_disagreement_score":0.19003618,"about_ca_system_score_codex":0.00018817876,"about_ca_system_score_gemma":0.0009855245,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W7043742476","doi":"","title":"Transitions in Care: A Data-Driven Exploration of Patient Pathways in the Canadian Healthcare System","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Healthcare system; Psychological intervention; Personalization; Information system; Focus (optics); Key (lock); Cluster analysis","score_opus":0.0769352085289878,"score_gpt":0.32038930692816997,"score_spread":0.24345409839918217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043742476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1253825,0.0028861493,0.00081553607,0.01321524,0.0055511775,0.014445035,0.00646521,0.00031308565,0.83092606],"genre_scores_gemma":[0.9808332,0.0000969593,0.0006064418,0.00019307363,0.00008770828,0.000055617278,0.010973167,0.000050649556,0.0071031977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967619,0.0012022734,0.00075118686,0.00052357616,0.00032359196,0.00043744125],"domain_scores_gemma":[0.998593,0.00008379951,0.00023547623,0.00059391255,0.00035174857,0.00014209285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037302764,0.0002488516,0.00039352148,0.00076702563,0.0006273682,0.000037167567,0.0005026155,0.0006171698,0.001229635],"category_scores_gemma":[0.00002689715,0.00023296464,0.000063138075,0.0014148407,0.000023662862,0.00043716855,0.000041772182,0.001201644,0.00005888759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002529112,0.00012634035,0.0024035731,0.0131183695,0.000069729715,0.000526,0.8281457,0.015013215,0.00001383798,0.064851664,0.0010369853,0.074441686],"study_design_scores_gemma":[0.0006364317,0.00012042001,0.0007833938,0.0044471393,0.000083161176,0.000001417242,0.9319031,0.010993022,0.0000021362198,0.000047791276,0.05067235,0.0003096415],"about_ca_topic_score_codex":0.24764575,"about_ca_topic_score_gemma":0.9871028,"teacher_disagreement_score":0.8554507,"about_ca_system_score_codex":0.0017662455,"about_ca_system_score_gemma":0.0041901856,"threshold_uncertainty_score":0.9996834},"labels":[],"label_agreement":null},{"id":"W7043829166","doi":"","title":"Trauma-informed care within and across systems of care","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Mental health; Variety (cybernetics); Criminal justice; Health care; Public health; Conceptual framework; Service (business)","score_opus":0.014005683070968633,"score_gpt":0.25733845935054955,"score_spread":0.24333277627958091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043829166","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41239512,0.0048400243,0.0000025551096,0.0000025913478,0.0011735711,0.00028308606,0.00019580591,0.00004029238,0.58106697],"genre_scores_gemma":[0.5608969,0.000055182052,0.000033562595,0.000011759622,0.00008367155,0.000001956849,0.00087177387,0.000043452277,0.43800175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99851567,0.000083820916,0.00031463383,0.000536539,0.00021716779,0.0003322025],"domain_scores_gemma":[0.9988416,0.000052008538,0.0003243029,0.0004001435,0.00026267895,0.00011930489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030111856,0.0003563132,0.00058690115,0.00012815121,0.00015015603,0.00006354848,0.0002983328,0.0005504103,0.0175657],"category_scores_gemma":[0.0000052368705,0.0003970188,0.00018369599,0.0003502691,0.000070415306,0.0001224539,0.00005938853,0.0003715696,0.00003739146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011069258,0.000090208094,0.0070917434,0.005144975,0.000948686,0.00073889893,0.57225263,0.000038063514,0.000042204963,0.0036024223,0.00053622253,0.40840703],"study_design_scores_gemma":[0.002057598,0.00014960673,0.012750047,0.0008285985,0.00021063528,0.000017307444,0.85307384,0.0000014608887,0.000359178,0.0000017525325,0.13014013,0.00040984215],"about_ca_topic_score_codex":0.0010615574,"about_ca_topic_score_gemma":0.019826697,"teacher_disagreement_score":0.4079972,"about_ca_system_score_codex":0.00012485815,"about_ca_system_score_gemma":0.0001280677,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W7043870196","doi":"","title":"Turbine Trip Event Analysis In A Boiling Water Reactor Using RELAP5/Mod3.4","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Boiling water reactor; Turbine; Cladding (metalworking); Boiling; Nuclear power plant; Steam turbine; Nucleate boiling; Power station","score_opus":0.01961333588378191,"score_gpt":0.245126266339971,"score_spread":0.2255129304561891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043870196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96587914,0.000057081877,0.00034815428,0.00003709432,0.0015403399,0.0004055827,0.00006420344,0.00026353187,0.031404894],"genre_scores_gemma":[0.5710481,0.000058726153,0.0008267392,0.00003223341,0.00015269525,0.0000053234908,0.0008657761,0.00012972132,0.42688072],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678916,0.00027784574,0.0006084462,0.0010458474,0.0005776421,0.00070109026],"domain_scores_gemma":[0.99860364,0.00010806211,0.00040535993,0.0005531055,0.00016440017,0.00016540501],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040340848,0.00051470514,0.00081928354,0.0021903657,0.00018234305,0.0001634237,0.0006404965,0.0005508464,0.058990687],"category_scores_gemma":[0.000035858244,0.0005072683,0.00056981744,0.0031476023,0.000081398415,0.00051030715,0.00015557195,0.0005555201,0.0002598262],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018179677,0.0004713034,0.010471808,0.00077415654,0.0015211029,0.0014527527,0.007172852,0.023432033,0.94363385,0.00015801282,0.00039778862,0.008696359],"study_design_scores_gemma":[0.015613329,0.00081528665,0.08251659,0.0041833874,0.02127512,0.00005027703,0.14635037,0.022214783,0.2770612,0.0013558919,0.41648647,0.012077297],"about_ca_topic_score_codex":0.002488369,"about_ca_topic_score_gemma":0.008882342,"teacher_disagreement_score":0.6665727,"about_ca_system_score_codex":0.00058880943,"about_ca_system_score_gemma":0.00012157009,"threshold_uncertainty_score":0.9997379},"labels":[],"label_agreement":null},{"id":"W7044175194","doi":"","title":"Undergraduate Calendar","year":2001,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; McMaster University; Ontario Centres of Excellence","keywords":"","score_opus":0.03119066209288748,"score_gpt":0.17778432929732726,"score_spread":0.14659366720443978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044175194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022446048,0.00019955555,0.0014136145,0.0005523406,0.0008449398,0.00008116551,0.00023597897,0.00007002777,0.99435776],"genre_scores_gemma":[0.048205152,0.0002037301,0.00025382472,0.00015732399,0.000052676798,3.59285e-7,0.0000037680363,0.000011915633,0.95111126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900365,0.00000946054,0.00019919012,0.00043961024,0.00002599526,0.0003220844],"domain_scores_gemma":[0.9995163,0.000016356778,0.00012627208,0.00022376703,0.000016881344,0.00010038563],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012029693,0.00013786726,0.00025061087,0.00016511185,0.00018198973,0.000040220504,0.00029262356,0.000058131183,0.34400487],"category_scores_gemma":[0.000009896104,0.00017617934,0.000116919684,0.00036010554,0.00011560667,0.00032082442,0.0001626912,0.00008594547,0.023842532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000931766,0.00014905244,0.061933056,0.00002502986,0.00029464348,0.00021633095,0.0008102372,0.00020787687,0.000010117322,0.56894004,0.2993382,0.067982264],"study_design_scores_gemma":[0.00059557334,0.000019637748,0.001156825,0.000005520602,0.000007785962,0.0000044892745,0.0008601566,0.0002498432,0.000006094241,0.0034141517,0.9934635,0.00021641701],"about_ca_topic_score_codex":0.00020060156,"about_ca_topic_score_gemma":0.00007107011,"teacher_disagreement_score":0.6941253,"about_ca_system_score_codex":0.00013964307,"about_ca_system_score_gemma":0.000010169867,"threshold_uncertainty_score":0.9769175},"labels":[],"label_agreement":null},{"id":"W7044314857","doi":"","title":"VOLATILE ORGANIC COMPOUNDS FROM AUTOMOTIVE MANUFACTURING","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Christian ministry; Volatile organic compound; General motors; Pollution prevention; Air pollution; Clean Air Act; Air quality index","score_opus":0.006517658795250274,"score_gpt":0.1843754017624646,"score_spread":0.17785774296721435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044314857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30153796,0.000028823111,0.000019323119,0.000064406966,0.0002041805,0.00014918779,0.00006130568,0.000078256606,0.69785655],"genre_scores_gemma":[0.15540676,0.000057557412,0.0004670667,0.00016943323,0.00012445632,7.2998785e-7,0.0005317443,0.000057819376,0.8431844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984395,0.000048520153,0.0001921901,0.0005868345,0.00033219444,0.00040078355],"domain_scores_gemma":[0.9992302,0.00003710738,0.0001768761,0.0003257434,0.0000038551357,0.00022621758],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026696322,0.00039222196,0.00029681547,0.000055359847,0.0003100074,0.000049332368,0.00055271096,0.00031634726,0.70487183],"category_scores_gemma":[0.0000033945132,0.00042914675,0.00015280444,0.00017083694,0.00009975351,0.0002978264,0.00032106653,0.00041454437,0.0029108182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005628917,0.0007919903,0.031722482,0.00011010306,0.00060341775,0.00037244314,0.011408862,0.0031153082,0.057019513,0.000089312314,0.09610614,0.79809755],"study_design_scores_gemma":[0.0005624029,0.00004764576,0.09116675,0.000089407935,0.0001540601,0.000002153417,0.005516488,0.00016635997,0.012116991,0.00009841975,0.8894094,0.00066989026],"about_ca_topic_score_codex":0.0019552878,"about_ca_topic_score_gemma":0.0072827893,"teacher_disagreement_score":0.79742765,"about_ca_system_score_codex":0.0007929823,"about_ca_system_score_gemma":0.000016353082,"threshold_uncertainty_score":0.99981606},"labels":[],"label_agreement":null},{"id":"W7044945516","doi":"","title":"Adoption of a Population Health Approach in Sexual Health Programs and Services within Public Health in Ontario: A Multi-phase Mixed Methods Study","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Reproductive health; Focus group; Population health; Population; Qualitative research; Health policy; Qualitative property; Government (linguistics)","score_opus":0.3724304505500744,"score_gpt":0.5483736091341126,"score_spread":0.1759431585840382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044945516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541903,0.00019662741,0.0016372185,0.002067818,0.0005491916,0.00870664,0.00007002924,0.000091404116,0.0012620176],"genre_scores_gemma":[0.68307585,0.00020824348,0.2079716,0.009205218,0.0001321132,0.00043434612,0.013981973,0.00026912108,0.08472151],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98316365,0.011213093,0.0024842448,0.0012050406,0.0006076614,0.001326276],"domain_scores_gemma":[0.99514955,0.00031122012,0.0030824202,0.000482286,0.00027348677,0.000701013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008021553,0.00048765197,0.0015241299,0.0013152091,0.000666655,0.000052702697,0.00042179038,0.00037583467,0.0011072777],"category_scores_gemma":[0.00008876301,0.0005562879,0.00006180619,0.0027098418,0.00005167066,0.0006434074,0.00020009784,0.0015859732,0.0000036727731],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00020221522,0.001439667,0.2997882,0.004297661,0.000037374604,0.000006310961,0.3059368,0.000020657959,0.0000038525045,0.00018974036,0.000034945122,0.38804254],"study_design_scores_gemma":[0.0059029683,0.00095639133,0.43862566,0.0007918953,0.000011278973,0.0000013563883,0.54642695,0.00083268987,2.380837e-7,0.000011581006,0.006165452,0.00027354824],"about_ca_topic_score_codex":0.6632043,"about_ca_topic_score_gemma":0.9870301,"teacher_disagreement_score":0.38776898,"about_ca_system_score_codex":0.004265143,"about_ca_system_score_gemma":0.008655139,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W7045305738","doi":"","title":"Advancing Artificial Intelligence For Accurate, Equitable, And Interpretable Skin Cancer Diagnosis And Management","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Interpretability; Skin cancer; Cancer; Disease; Limiting; Economic shortage; Health care; Clinical Practice","score_opus":0.017805292088790926,"score_gpt":0.2691322515423475,"score_spread":0.25132695945355654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045305738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043056965,0.008478337,0.018544959,0.0014402476,0.0046868986,0.0070829755,0.00022578394,0.00050032116,0.9159835],"genre_scores_gemma":[0.045036733,0.0069763768,0.0012794465,0.00018705869,0.00015500997,0.00011770402,0.00011813603,0.000074029376,0.94605553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986787,0.000017482576,0.00021874273,0.0005727634,0.00014435047,0.00036796814],"domain_scores_gemma":[0.9995068,0.000050674545,0.000095013114,0.00014918206,0.00006430096,0.00013405936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009026888,0.00028266045,0.00034434546,0.00032205664,0.00015101483,0.00011965152,0.00009332302,0.00014792195,0.01000414],"category_scores_gemma":[0.0000100657035,0.00029916808,0.000092403345,0.0003074447,0.000033456745,0.00012282662,0.00017708502,0.00019584059,0.000016777984],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008108753,0.000052639105,0.00006514795,0.004139755,0.00047756376,0.00027938237,0.0007366694,0.00002861838,0.00009542108,0.0037925127,0.0027179304,0.9868035],"study_design_scores_gemma":[0.00039578357,0.00032768195,0.00014887343,0.002047906,0.0018431013,0.00002618125,0.019681515,0.002212735,0.0015366073,0.00057540555,0.97075725,0.0004469647],"about_ca_topic_score_codex":0.0001703882,"about_ca_topic_score_gemma":0.0033177247,"teacher_disagreement_score":0.9863565,"about_ca_system_score_codex":0.00021561376,"about_ca_system_score_gemma":0.000037129943,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W7045466696","doi":"","title":"ASSESSING THE IMPACT OF VEGETATION ON EROSION PROCESSES ON THE NIAGARA ESCARPMENT IN THE HAMILTON REGION, CANADA","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Escarpment; Bedrock; Vegetation (pathology); Canyon; Erosion; Weathering; Lithology","score_opus":0.017641036704637823,"score_gpt":0.2577466805441307,"score_spread":0.24010564383949287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045466696","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3946288,0.000029894978,0.000009947529,0.00053956045,0.000089130546,0.0007891765,0.000013458572,0.0000048342595,0.6038952],"genre_scores_gemma":[0.88801914,0.000011348633,0.0000019502972,0.000060762704,0.000037160462,0.00001707093,0.00016787763,0.000014352007,0.11167033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982348,0.00038223993,0.00020193706,0.00027406585,0.00068121107,0.00022574485],"domain_scores_gemma":[0.9987509,0.00045152038,0.00028572668,0.00036392003,0.00011777725,0.000030148945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001896481,0.0002287369,0.00017852803,0.0001065057,0.0003709061,0.00010790863,0.00070839125,0.000041833355,0.11242384],"category_scores_gemma":[0.000014008047,0.00012765828,0.00010393938,0.0007417413,0.000034688594,0.000040718274,0.000056402478,0.000528183,0.0000027951533],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007807622,0.00091612677,0.022113627,0.00053244893,0.0003594726,0.00008699125,0.0132842725,0.0058145747,0.0006111478,0.0068663773,0.04116376,0.90747046],"study_design_scores_gemma":[0.0025396866,0.0012483787,0.2138623,0.0016011606,0.00026635185,0.0000014360508,0.31082323,0.0014051318,0.0020387485,0.00030387656,0.46488822,0.00102148],"about_ca_topic_score_codex":0.23900433,"about_ca_topic_score_gemma":0.252862,"teacher_disagreement_score":0.90644896,"about_ca_system_score_codex":0.00015905441,"about_ca_system_score_gemma":0.0010228289,"threshold_uncertainty_score":0.8883875},"labels":[],"label_agreement":null},{"id":"W7045577310","doi":"","title":"Bayesian inference in parameter estimation of bioprocesses","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Estimation theory; Inference; Bayesian probability; Process (computing); Bayesian inference; Feature (linguistics); Model selection; Term (time); Estimation","score_opus":0.010980207898137756,"score_gpt":0.21114491385942571,"score_spread":0.20016470596128796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045577310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5682378,0.0008616281,0.0041711214,0.000016075568,0.001291456,0.0005800742,0.000058385183,0.0005478567,0.42423558],"genre_scores_gemma":[0.92026055,0.00008067582,0.0010961918,0.000004112031,0.00002289925,0.0000024478843,0.00007353884,0.00007108718,0.07838851],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913746,0.000024258003,0.00026502725,0.00023626129,0.0001387587,0.0001982299],"domain_scores_gemma":[0.9996448,0.000051538602,0.00006680654,0.00016236768,0.000034664205,0.000039783343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005132331,0.00025701997,0.00033994773,0.0003450453,0.000015796846,0.000054812073,0.00027549564,0.0002544502,0.01340955],"category_scores_gemma":[0.000032567797,0.00028107894,0.00006346836,0.000402106,0.000026835802,0.00024585702,0.00003178329,0.00020550711,0.000080570004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002634457,0.000059226684,0.00023261891,0.014575239,0.00026695093,0.00015841072,0.004054067,0.28757772,0.027238823,0.0006373471,0.00025837548,0.6646778],"study_design_scores_gemma":[0.002435464,0.0004023046,0.0019730332,0.01753411,0.0008068563,0.000008035527,0.0069821207,0.4557389,0.4249432,0.0046225847,0.08038367,0.004169711],"about_ca_topic_score_codex":0.00013260164,"about_ca_topic_score_gemma":0.0004174068,"teacher_disagreement_score":0.6605081,"about_ca_system_score_codex":0.00011011097,"about_ca_system_score_gemma":0.000042368087,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W7045580935","doi":"","title":"Ammonia recovery from simulated food liquid digestate using bipolar membrane electrodialysis","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Electrodialysis; Ammonia; Digestate; Membrane; Reversed electrodialysis; Membrane technology; Wastewater; Nitrogen","score_opus":0.013934677190816402,"score_gpt":0.23049424805232324,"score_spread":0.21655957086150684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045580935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95068955,0.00008551839,0.004161716,0.000019027822,0.00040205367,0.0004925152,0.0008397787,0.00018038518,0.04312943],"genre_scores_gemma":[0.626972,0.00003185392,0.00050191226,0.00000796787,0.0007146927,0.0000026234036,0.005026207,0.00018806584,0.36655465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972277,0.00019753037,0.00035382583,0.0009057155,0.00044779977,0.0008673904],"domain_scores_gemma":[0.99858207,0.0001936884,0.00032144188,0.00045086734,0.00016274603,0.00028921326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006945401,0.00060699123,0.00075335597,0.00035415584,0.00036206067,0.00016555168,0.0006473745,0.00025269677,0.03431397],"category_scores_gemma":[0.000007710053,0.0007028996,0.000566013,0.0012138995,0.000064304666,0.00039619958,0.00017610296,0.0008917995,0.0004260809],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038706982,0.00042256934,0.0025669383,0.00007791541,0.00459064,0.00010357123,0.00080588425,0.00850667,0.02845968,0.0004948218,0.00014838016,0.94995224],"study_design_scores_gemma":[0.0136514325,0.005002028,0.0064441795,0.002178756,0.007674846,9.275363e-7,0.03362634,0.016143369,0.42810208,0.002583468,0.4751142,0.009478373],"about_ca_topic_score_codex":0.0039497907,"about_ca_topic_score_gemma":0.00049313775,"teacher_disagreement_score":0.94047385,"about_ca_system_score_codex":0.00021793238,"about_ca_system_score_gemma":0.0003690221,"threshold_uncertainty_score":0.99954224},"labels":[],"label_agreement":null},{"id":"W7045649990","doi":"","title":"Assessing Lifestyle in Psychiatric Disorders","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mood; Psychological intervention; Anxiety; Major depressive disorder; Bipolar disorder; Mood disorders; Mental health; Quality of life (healthcare); Prevalence of mental disorders","score_opus":0.008686782593733525,"score_gpt":0.24699018846863016,"score_spread":0.23830340587489662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045649990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031652242,0.000060325587,0.000039947485,0.00013721475,0.00037556913,0.00039584382,0.000018014738,0.000027382282,0.96729344],"genre_scores_gemma":[0.060277153,0.000017074646,0.000115234514,0.000013397524,0.00007982007,0.000007668813,0.0005091623,0.00003198728,0.9389485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844724,0.00014999537,0.00021457874,0.0004644304,0.00036231973,0.00036141684],"domain_scores_gemma":[0.9994134,0.000058587037,0.00016055003,0.00024599995,0.000031493564,0.00008997743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009862395,0.00025460735,0.00025046812,0.00048133786,0.00020504885,0.000121622084,0.0004821711,0.00008399318,0.9605086],"category_scores_gemma":[0.0000028757677,0.00032120344,0.00014663371,0.0010752613,0.000020102967,0.00008629011,0.0001267297,0.00063782214,0.00006347668],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052003936,0.00018563015,0.03159399,0.000067238376,0.00003540648,0.000014871976,0.00027809042,0.000027512031,0.000036753027,0.0015925417,0.0019756327,0.96414036],"study_design_scores_gemma":[0.0009859753,0.000050656814,0.02319189,0.00003516512,0.00004919673,9.1325404e-8,0.026351709,0.00015881246,0.000011408143,0.00013688428,0.94866747,0.0003607481],"about_ca_topic_score_codex":0.0036410135,"about_ca_topic_score_gemma":0.0057777204,"teacher_disagreement_score":0.96377957,"about_ca_system_score_codex":0.000049765484,"about_ca_system_score_gemma":0.00027591092,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W7045717416","doi":"","title":"Association between family contextual factors and child mental health during the third wave of the pandemic in Ontario: A cross-sectional analysis","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Affect (linguistics); Association (psychology); Stressor; Pandemic; Sample (material); Child health; Only child","score_opus":0.03328502175986997,"score_gpt":0.3050434263115285,"score_spread":0.2717584045516585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045717416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570882,0.00015182108,0.0000016258894,0.00007517188,0.00058875745,0.00053708354,0.00036922898,0.000017777966,0.041170362],"genre_scores_gemma":[0.7052535,0.000028626828,0.000001040998,0.000076822,0.000020549807,0.0000023017278,0.00044652788,0.000011737446,0.29415888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805146,0.00040370726,0.00038844522,0.00043675458,0.00039699452,0.00032265572],"domain_scores_gemma":[0.9988462,0.00017159252,0.0006593735,0.00021712956,0.000032110685,0.00007359502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003197996,0.0002335271,0.00044561469,0.00026691184,0.00062570034,0.000027990183,0.00028158113,0.00023394408,0.018766506],"category_scores_gemma":[0.000008021483,0.00018742806,0.00027043332,0.00073519006,0.000051183833,0.00008234808,0.00013075957,0.00091936585,0.0000021433218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027990475,0.00005568038,0.97805524,0.00006204894,0.0008621106,0.0000022347656,0.018856868,0.000010698617,0.000006076066,0.00007375264,0.00004034168,0.0016950461],"study_design_scores_gemma":[0.0011293178,0.000072217175,0.95033854,0.00003214602,0.00020372096,9.346969e-7,0.026463497,0.0000022288411,0.000003589684,0.0000069369994,0.021608658,0.00013819285],"about_ca_topic_score_codex":0.26177263,"about_ca_topic_score_gemma":0.8282551,"teacher_disagreement_score":0.5664825,"about_ca_system_score_codex":0.0045038555,"about_ca_system_score_gemma":0.00045946697,"threshold_uncertainty_score":0.9993177},"labels":[],"label_agreement":null},{"id":"W7045748507","doi":"","title":"BIOMETRIC IDENTIFICATION USING ELECTROCARDIOGRAM AND TIME FREQUENCY FEATURE MATCHING","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Heartbeat; Biometrics; Pattern recognition (psychology); Feature extraction; Short-time Fourier transform; Liveness; Feature (linguistics); Identification (biology); Segmentation","score_opus":0.010730734832188393,"score_gpt":0.23553960972725296,"score_spread":0.22480887489506457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045748507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11368942,0.00017271782,0.0007200094,0.00007432491,0.00027814202,0.0007136896,0.000074208285,0.0001256167,0.8841519],"genre_scores_gemma":[0.020619357,0.000025775937,0.0003978443,0.000004223634,0.00012568182,0.0000026779705,0.00087882346,0.00004612154,0.9778995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857783,0.00008239742,0.00017262458,0.000491204,0.00033732355,0.00033859172],"domain_scores_gemma":[0.9992913,0.000053527165,0.00018734141,0.00023734063,0.00012150762,0.00010897271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011658043,0.00026676577,0.0002750889,0.0009097323,0.0002374259,0.00019942786,0.00029246457,0.00015722818,0.2638415],"category_scores_gemma":[0.000004665271,0.00031306533,0.00013721564,0.002149246,0.00002723351,0.000068018504,0.000100346835,0.0003685757,0.00019000615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035620007,0.00003774655,0.0015460138,0.00013841061,0.00023418476,0.000022415248,0.00026139445,0.0000051786446,0.027686073,0.0007253105,0.001734509,0.96757317],"study_design_scores_gemma":[0.006481169,0.00062103395,0.116861045,0.0015887651,0.003288708,0.000011791599,0.050297793,0.008358384,0.009277781,0.006012435,0.79141545,0.0057856287],"about_ca_topic_score_codex":0.0015916645,"about_ca_topic_score_gemma":0.0001269891,"teacher_disagreement_score":0.9617875,"about_ca_system_score_codex":0.000040007948,"about_ca_system_score_gemma":0.00010976866,"threshold_uncertainty_score":0.99993217},"labels":[],"label_agreement":null},{"id":"W7045777507","doi":"","title":"Characterization of the Pharmacokinetic Properties and In Vivo Efficacy of a Candidate Bone Marrow Niche Altering Compound","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"TSG101; Sulfinpyrazone; Nucleofection; Proteogenomics; Articular cartilage damage; Hexamethylbenzene","score_opus":0.018315571355452243,"score_gpt":0.24153076998103035,"score_spread":0.2232151986255781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045777507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97291654,0.00028492464,0.000003236768,0.00013717501,0.00015129714,0.00072517915,0.000036716225,0.000017275766,0.025727637],"genre_scores_gemma":[0.7489862,0.00022911493,0.000019111158,0.000018718716,0.000031663298,0.0000017864305,0.00006825292,0.00003398423,0.25061116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988636,0.00008992499,0.00027859467,0.00029770788,0.00027441658,0.00019578866],"domain_scores_gemma":[0.999416,0.000027866057,0.00018089084,0.0002143441,0.00009931349,0.00006160102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008802192,0.00020938742,0.0004339801,0.00031358527,0.000035708148,0.000017635648,0.00018944747,0.00014780581,0.0031220014],"category_scores_gemma":[0.00001861435,0.0001668,0.00008849868,0.00062173227,0.00011482819,0.00008476013,0.00015157746,0.00042146558,0.000003139467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020779327,0.000072781426,0.0021357962,0.0035378162,0.00016025423,0.00013029261,0.0022923073,0.000010555841,0.9733528,0.000016748894,0.000057113564,0.016155636],"study_design_scores_gemma":[0.009028934,0.0003243473,0.06203745,0.009599989,0.0013226394,0.000080976715,0.004531128,0.003334265,0.84907085,0.000009526741,0.060048655,0.0006112148],"about_ca_topic_score_codex":0.00031600278,"about_ca_topic_score_gemma":0.00046418523,"teacher_disagreement_score":0.22488353,"about_ca_system_score_codex":0.00021312248,"about_ca_system_score_gemma":0.00026555336,"threshold_uncertainty_score":0.99778926},"labels":[],"label_agreement":null},{"id":"W7045807996","doi":"","title":"“The Brain Melt Is Real”: On Student and Instructor Notions of Digital Technology-Induced Distractedness at McMaster University","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Perception; Digital native; Distraction; Emerging technologies; Technological literacy; Digital scholarship","score_opus":0.013441198889999052,"score_gpt":0.2627452000555196,"score_spread":0.24930400116552054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045807996","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.657972,0.000035143927,0.0000020096468,0.0017813116,0.0005432252,0.00041129437,0.00017353085,0.0002172516,0.33886427],"genre_scores_gemma":[0.4652632,0.00011275642,0.000011240612,0.00001659104,0.000025543352,3.221629e-7,0.000034907247,0.000024246288,0.5345112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804634,0.00010304417,0.00023827988,0.0006083625,0.000527077,0.0004769148],"domain_scores_gemma":[0.99885535,0.00011346005,0.00033894,0.0003725194,0.00016525321,0.00015446974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012796896,0.00036337788,0.00038173783,0.00046378863,0.0011137344,0.00017177063,0.0010563933,0.00091753213,0.0032318023],"category_scores_gemma":[0.00005856143,0.00036234024,0.00016887409,0.001191365,0.00074526074,0.00034852966,0.0003778178,0.00072110724,0.00008141059],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014586508,0.00067590707,0.033679534,0.00045766745,0.0012977888,0.0005257555,0.03710877,0.000001170424,0.0015952422,0.05291129,0.007341685,0.86294657],"study_design_scores_gemma":[0.0020320981,0.000409364,0.050319877,0.00093292637,0.0005334813,0.0000074542463,0.35095188,0.000005274583,0.002024569,0.00091369636,0.5907877,0.0010816455],"about_ca_topic_score_codex":0.0004382325,"about_ca_topic_score_gemma":0.009327838,"teacher_disagreement_score":0.86186486,"about_ca_system_score_codex":0.0008620299,"about_ca_system_score_gemma":0.00023206549,"threshold_uncertainty_score":0.9998829},"labels":[],"label_agreement":null},{"id":"W7045957500","doi":"","title":"Bridging Knowledge Gaps for Protection and Recovery: Habitat Use and Threats of Blanding’s Turtles in an Understudied Region of The Great Lakes","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Habitat; Endangered species; Critical habitat; Wetland; Climate change; Habitat destruction; Overwintering; Threatened species","score_opus":0.0418974444801644,"score_gpt":0.22657390369841326,"score_spread":0.18467645921824888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045957500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952343,0.00007202293,0.000080532394,0.000041446772,0.00012431298,0.00048167928,0.000011180211,0.000013199085,0.003941296],"genre_scores_gemma":[0.8783495,0.00013897495,0.000043555698,0.0000070691635,0.000011630787,0.0000043320883,0.000040686627,0.000013962928,0.121390305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993991,0.000081497485,0.00011357616,0.00025281767,0.00005289479,0.00010008248],"domain_scores_gemma":[0.9996393,0.00006140019,0.00016083305,0.00010166922,0.000016993052,0.000019825004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071476104,0.00011912723,0.00016833683,0.00006975416,0.00009901108,0.000011226963,0.00008980299,0.00016115487,0.00009490985],"category_scores_gemma":[0.000021946935,0.000102933096,0.000038811326,0.0002377793,0.00012409718,0.00022710506,0.000058597958,0.000084258885,7.481435e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013273164,0.00006754694,0.7399194,0.00045078088,0.000074139825,0.0000064530946,0.0041777138,0.00009481899,0.005399669,0.0002955473,0.00014771664,0.24803889],"study_design_scores_gemma":[0.00089717575,0.0002361326,0.98973674,0.0004099649,0.00011102244,0.0000032159257,0.0043559456,0.00053242996,0.0012209206,0.001327144,0.0009633387,0.00020597749],"about_ca_topic_score_codex":0.0003318614,"about_ca_topic_score_gemma":0.055192344,"teacher_disagreement_score":0.24981733,"about_ca_system_score_codex":0.00007926401,"about_ca_system_score_gemma":0.000013428532,"threshold_uncertainty_score":0.96204793},"labels":[],"label_agreement":null},{"id":"W7045981231","doi":"","title":"Citizen Brief: Building a Primary-Care 'Home' for Every Ontarian","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Key (lock); Citizen science; Work (physics); Government (linguistics)","score_opus":0.011463850712204867,"score_gpt":0.20285432729538358,"score_spread":0.1913904765831787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045981231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027569507,0.00048619596,0.0054915226,0.00005544922,0.0007737181,0.0018282139,0.0034635374,0.0012741939,0.9865996],"genre_scores_gemma":[0.000067387824,0.000037453934,0.008063599,0.00019401625,0.00088449067,0.000009431612,0.00044213122,0.0024052002,0.98789626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996185,0.00017471422,0.00033898273,0.0015093925,0.00057556905,0.0012163102],"domain_scores_gemma":[0.99759614,0.00013460354,0.0006297035,0.0010415536,0.00018551484,0.00041248102],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012603901,0.0010630108,0.0011058538,0.0014164674,0.00024945094,0.00015208959,0.0015108862,0.0009490322,0.35975564],"category_scores_gemma":[0.000017027092,0.0011182892,0.0006435192,0.0008076014,0.00027632472,0.0003672461,0.0006720722,0.00041934967,0.0038948748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086497125,0.00008385656,0.00066942774,0.001173077,0.00096823164,0.00031492612,0.00034570065,0.0000030132549,0.00085349026,0.008604891,0.76059157,0.22552687],"study_design_scores_gemma":[0.005470655,0.00012331936,0.00014079791,0.0016112761,0.0005326914,0.000013441566,0.00040900105,0.0000024734788,0.00007140442,0.00012767581,0.99001586,0.001481397],"about_ca_topic_score_codex":0.00061638287,"about_ca_topic_score_gemma":0.0035052649,"teacher_disagreement_score":0.35586074,"about_ca_system_score_codex":0.0025278812,"about_ca_system_score_gemma":0.00053253723,"threshold_uncertainty_score":0.99912673},"labels":[],"label_agreement":null},{"id":"W7045994746","doi":"","title":"Co-existence of two freshwater copepods in lakes through size divergence and diet partitioning.","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sympatric speciation; Copepod; Allopatric speciation; Sympatry; Abundance (ecology); Algae; Zooplankton; Taxon","score_opus":0.010054895003530462,"score_gpt":0.2187739622126999,"score_spread":0.20871906720916944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045994746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5430455,0.000033686756,0.0009914569,0.000070456525,0.000068972804,0.00014160016,0.00003987363,0.000014530711,0.45559388],"genre_scores_gemma":[0.91469604,0.000032417254,0.0016695355,0.000085671614,0.0000052876967,8.7690904e-7,0.0000039044617,0.0000045211004,0.08350172],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923617,0.00006420693,0.00016265611,0.00024494913,0.000114842886,0.00017716979],"domain_scores_gemma":[0.9996455,0.000085661726,0.000072618684,0.00015166412,0.0000071542618,0.000037441285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085952204,0.00010947499,0.0001739052,0.000022110562,0.00008074499,0.000015208379,0.00019579974,0.00004882325,0.030704468],"category_scores_gemma":[0.000011862293,0.00010936722,0.00003047638,0.0003215314,0.00020364259,0.00023551215,0.00016431445,0.00008206673,0.000036685728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006747403,0.00004549387,0.9877237,0.000052263393,0.00001456187,0.000029516184,0.0006367471,0.00079128746,0.0005098909,0.005708436,0.00045485314,0.0039657895],"study_design_scores_gemma":[0.004086415,0.00039658885,0.3831721,0.000664999,0.000103119426,0.000009154326,0.0040025557,0.016592158,0.0033097507,0.008286667,0.5785002,0.0008762686],"about_ca_topic_score_codex":0.0016402672,"about_ca_topic_score_gemma":0.019338533,"teacher_disagreement_score":0.6045516,"about_ca_system_score_codex":0.00007882805,"about_ca_system_score_gemma":0.000011226206,"threshold_uncertainty_score":0.99855596},"labels":[],"label_agreement":null},{"id":"W7046014609","doi":"","title":"Congregational Singing as Social Identity Shaping in Toronto Cantonese Worship Services","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Singing; Identity (music); Worship; Formative assessment; Social identity theory; Perspective (graphical)","score_opus":0.021004885448016503,"score_gpt":0.2646056538738006,"score_spread":0.24360076842578407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046014609","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26172894,0.000008752955,0.0000587182,0.00042890615,0.00007015882,0.00015032885,0.000011422185,0.000050593775,0.73749214],"genre_scores_gemma":[0.7103258,0.0000018927032,0.000032832668,0.00003703244,0.00010696811,0.0000017492686,0.00003386842,0.000008779747,0.2894511],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890894,0.00007389009,0.00012829354,0.00025345696,0.00030218845,0.0003332449],"domain_scores_gemma":[0.99965906,0.000053815293,0.00005461444,0.000096853124,0.000059460057,0.000076177515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015484286,0.00011990662,0.00013033433,0.000117324096,0.00020118861,0.0001111253,0.00030643685,0.000038323044,0.76098174],"category_scores_gemma":[0.0000025110085,0.0001469429,0.00006123079,0.00065697974,0.000039655068,0.00025438285,0.0003183455,0.00011989634,0.00023438805],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009837322,0.000104091785,0.19059606,0.00011100091,0.00007957028,0.0001156644,0.0029016747,0.0000542727,0.0014395757,0.09200342,0.00083213334,0.71166414],"study_design_scores_gemma":[0.004026783,0.00007004248,0.27725485,0.00022672744,0.000054383123,0.0000010137871,0.117882445,0.008665339,0.0003081086,0.0021356316,0.58850867,0.00086599524],"about_ca_topic_score_codex":0.04047344,"about_ca_topic_score_gemma":0.044302028,"teacher_disagreement_score":0.7607474,"about_ca_system_score_codex":0.000095973286,"about_ca_system_score_gemma":0.000084261395,"threshold_uncertainty_score":0.97313696},"labels":[],"label_agreement":null},{"id":"W7046035644","doi":"","title":"Canadian Cultural Policy Panel","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.017481290585174343,"score_gpt":0.2238592530187043,"score_spread":0.20637796243352996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046035644","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010018101,0.00007060798,0.00003877105,0.001065973,0.00011388046,0.0002519018,0.00018009379,0.000041039777,0.9982277],"genre_scores_gemma":[0.0002773132,0.00001608569,0.00014709301,0.00008704797,0.0005413302,0.000001297153,0.00023110425,0.00010296523,0.9985958],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987647,0.000067482244,0.00009442838,0.0003823951,0.00020499561,0.00048602372],"domain_scores_gemma":[0.99915093,0.000012060936,0.0000697422,0.00032286646,0.000054427703,0.0003899561],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022828714,0.0002635501,0.00024316569,0.0003961554,0.00009227401,0.0000881177,0.00043686148,0.00013197394,0.99578893],"category_scores_gemma":[0.000002447685,0.0002850011,0.0001328215,0.00056485663,0.000056399935,0.00001294968,0.00023024216,0.00026152632,0.00045889136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002416187,0.000018541048,0.0009559816,0.000025167545,0.00009258829,0.00007423359,0.00003668689,3.798402e-7,0.00002008701,0.0047384435,0.51372284,0.48031268],"study_design_scores_gemma":[0.0004154953,0.00001341996,0.00017301219,0.00008380768,0.000027367507,6.377845e-7,0.001209794,0.000013828907,0.0000104154515,0.000010523701,0.99775356,0.00028812463],"about_ca_topic_score_codex":0.7856237,"about_ca_topic_score_gemma":0.49357298,"teacher_disagreement_score":0.9953301,"about_ca_system_score_codex":0.00008947046,"about_ca_system_score_gemma":0.00091158814,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W7046041195","doi":"","title":"Building Momentum in Using the Avoidable Mortality Indicator in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.012923822744641596,"score_gpt":0.22002736963309832,"score_spread":0.20710354688845672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046041195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076874113,0.000022970084,0.0004355379,0.000096386764,0.00010801526,0.0004932095,0.000039694547,0.000010590628,0.9911062],"genre_scores_gemma":[0.027244328,0.0000026231728,0.00013753308,0.000033411434,0.00008760964,0.0000027827516,0.000008905083,0.00006823286,0.97241455],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860424,0.00016279965,0.00017511884,0.00034163112,0.00031074707,0.00040544555],"domain_scores_gemma":[0.9993778,0.000040762923,0.00015004938,0.00033439163,0.0000108844815,0.000086124644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001360067,0.00021658879,0.0002733871,0.00024410225,0.000052684565,0.00003359307,0.00053778075,0.000065126565,0.8476667],"category_scores_gemma":[0.0000020212751,0.00020293571,0.00004660902,0.00048417106,0.000048136575,0.000015474705,0.00033310518,0.00038106297,0.000018273027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029288185,0.00019627818,0.5045954,0.0002049879,0.0002245659,0.00016595515,0.0001316111,0.00039314543,0.00021043236,0.005486173,0.14710224,0.3412599],"study_design_scores_gemma":[0.0006101802,0.0000068730196,0.0042677512,0.00011978929,0.000019816858,9.8628746e-8,0.0008154076,0.0013432162,0.000023089846,0.000019615734,0.9925578,0.00021634497],"about_ca_topic_score_codex":0.97702014,"about_ca_topic_score_gemma":0.96065396,"teacher_disagreement_score":0.8476484,"about_ca_system_score_codex":0.00024136211,"about_ca_system_score_gemma":0.00087494875,"threshold_uncertainty_score":0.8275478},"labels":[],"label_agreement":null},{"id":"W7046048518","doi":"","title":"BOOSTING CO2 ELECTROREDUCTION VIA MEMBRANE ELECTRODE ASSEMBLIES WITH INCREASED CO2 CONVERSION RATES AND SELECTIVITY TOWARDS CO","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Suncor Energy Incorporated; McMaster University; Canadian Light Source","keywords":"Catalysis; Selectivity; Renewable energy; Electrochemistry; Carbide; Boosting (machine learning); Intermetallic; Metal; Greenhouse gas","score_opus":0.00894537155311375,"score_gpt":0.23005861901173902,"score_spread":0.22111324745862526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046048518","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5964714,0.00003035247,0.0002584006,0.0000927386,0.000092179434,0.00067010295,0.000032233143,0.00012486466,0.40222767],"genre_scores_gemma":[0.48208976,0.000043233882,0.00011423562,0.0000121227995,0.00013367044,0.000010114619,0.0013593351,0.00006576796,0.51617175],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99782395,0.0002019496,0.00021091197,0.0007100085,0.00048712664,0.00056603114],"domain_scores_gemma":[0.9989047,0.00014038698,0.00026041266,0.00022604121,0.00028399134,0.00018445103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001831554,0.00045346117,0.0004658166,0.00038030607,0.00041560188,0.00016139763,0.00025897095,0.00017200428,0.16543715],"category_scores_gemma":[0.00001134777,0.0004718555,0.00009525969,0.00092897296,0.000084666724,0.00012693027,0.00008342676,0.00060107885,0.0000451738],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029495046,0.00031376124,0.021190692,0.00083701394,0.0009787992,0.000090448986,0.0009396665,0.000024544677,0.16887888,0.00063805864,0.005071331,0.7980873],"study_design_scores_gemma":[0.010247988,0.0026106948,0.0667121,0.00086757535,0.0015087894,0.000018609255,0.030775728,0.00540915,0.61557466,0.00018966262,0.2627929,0.0032921622],"about_ca_topic_score_codex":0.008084899,"about_ca_topic_score_gemma":0.0023967358,"teacher_disagreement_score":0.79479516,"about_ca_system_score_codex":0.000078863064,"about_ca_system_score_gemma":0.00043129985,"threshold_uncertainty_score":0.9997733},"labels":[],"label_agreement":null},{"id":"W7046062778","doi":"","title":"Characterizing the role of PLAGL2 in human leukemia initiation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Haematopoiesis; Leukemia; Stem cell; Progenitor cell; Malignancy; Myeloid leukemia; Erythropoiesis; Bone marrow","score_opus":0.009629948184964005,"score_gpt":0.22512725293664212,"score_spread":0.2154973047516781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046062778","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20601653,0.0000469863,0.0000033744302,0.000037573274,0.00008538164,0.00026546512,0.000024310522,0.0000111949585,0.7935092],"genre_scores_gemma":[0.5180638,0.000004101806,0.000006860717,0.000005139773,0.0000644892,0.000003142054,0.00035431146,0.000014571567,0.48148358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905825,0.00006782919,0.00021088835,0.00024871784,0.00022517248,0.00018917424],"domain_scores_gemma":[0.9995361,0.000040883428,0.00014455566,0.00018650963,0.000057317062,0.000034656478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008556274,0.00016991765,0.00019375663,0.00022620516,0.000076559314,0.000053754713,0.00033491998,0.00008780992,0.5445638],"category_scores_gemma":[0.0000017261407,0.0001589838,0.00012367906,0.00041066046,0.000027492664,0.000040432136,0.00010325711,0.00040382307,0.00004763022],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007295147,0.000053595642,0.0036463814,0.00018174114,0.00010127952,0.00001433568,0.003019679,0.000005650486,0.029564628,0.01879037,0.0002974849,0.9442519],"study_design_scores_gemma":[0.0008465952,0.00008709644,0.017501676,0.00061164104,0.0001655631,2.0375656e-7,0.053497165,0.00053042755,0.015481589,0.00097414595,0.90988874,0.000415134],"about_ca_topic_score_codex":0.00229208,"about_ca_topic_score_gemma":0.001719635,"teacher_disagreement_score":0.94383675,"about_ca_system_score_codex":0.000047165773,"about_ca_system_score_gemma":0.00016474389,"threshold_uncertainty_score":0.64831716},"labels":[],"label_agreement":null},{"id":"W7046081688","doi":"","title":"Community and Infrastructure Resilience Prediction and Management in a Changing Climate","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; UK Research and Innovation; McMaster University","keywords":"Flood myth; Climate change; Resilience (materials science); Climate resilience; Operationalization; Vulnerability (computing); Community resilience; Interdependence; Preparedness; Psychological resilience","score_opus":0.008614770966976968,"score_gpt":0.22409882398651734,"score_spread":0.21548405301954038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046081688","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2927438,0.000019379531,0.000026731515,0.00003786909,0.00008321447,0.00043652108,0.000044269753,0.000031014675,0.7065772],"genre_scores_gemma":[0.0986769,0.00030197404,0.0001480672,0.000010732048,0.000036121983,0.000008521151,0.00037038917,0.000024468321,0.9004228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990644,0.00010434765,0.00012392223,0.00024960542,0.00015613882,0.00030160163],"domain_scores_gemma":[0.9996442,0.0000328535,0.000070111244,0.00016266838,0.000026226086,0.000063916086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015417759,0.00016693912,0.00015858593,0.0005215411,0.00025798046,0.0000615272,0.00017119526,0.00007165117,0.06850085],"category_scores_gemma":[0.0000016958651,0.00019359498,0.000024494244,0.0006497058,0.00003818694,0.00004277167,0.00039586885,0.00040705042,0.0000070658025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008116483,0.000023456065,0.01939281,0.00040763186,0.000039583116,0.000020752614,0.0018431557,0.000011816109,0.00005974975,0.0021237829,0.00032337505,0.9756727],"study_design_scores_gemma":[0.0022755128,0.00013438119,0.6150132,0.000862343,0.00014048425,7.9916816e-7,0.19369848,0.0023226284,0.00005994531,0.0004084747,0.18457396,0.0005097965],"about_ca_topic_score_codex":0.00074627803,"about_ca_topic_score_gemma":0.0018526025,"teacher_disagreement_score":0.9751629,"about_ca_system_score_codex":0.000018594264,"about_ca_system_score_gemma":0.000017921127,"threshold_uncertainty_score":0.9323507},"labels":[],"label_agreement":null},{"id":"W7046253576","doi":"","title":"Contributions to Sparse Statistical Methods for Data Integration","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Canonical correlation; Inference; Multivariate statistics; Principal component analysis; Sparse matrix; Statistical inference; Sparse approximation; Data integration; Correlation; Variety (cybernetics)","score_opus":0.03676425766691201,"score_gpt":0.35702029930380164,"score_spread":0.32025604163688964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046253576","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058675727,0.0000066514617,0.51678807,0.00017519355,0.00027670807,0.0008225022,0.0023699838,0.000019834688,0.47948235],"genre_scores_gemma":[0.0003414876,0.0000019397771,0.11124004,0.000028554645,0.00030549688,0.00001615171,0.016736679,0.000024869263,0.8713048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849445,0.00015386115,0.00022401777,0.00060665753,0.00018255746,0.0003384772],"domain_scores_gemma":[0.9983315,0.00026121014,0.00011601938,0.0006046143,0.00048188074,0.00020476761],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028033764,0.00023909766,0.00028876323,0.00017329739,0.00020814467,0.000108474094,0.00076675974,0.00011390905,0.78779244],"category_scores_gemma":[0.00009333296,0.00025888518,0.000073464274,0.00033824288,0.000040305153,0.000056920395,0.0002688179,0.00021709487,0.00017895289],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002114497,0.00006521662,0.000024553592,0.000028882618,0.00008124991,0.000001461002,0.00010772022,3.7826572e-7,0.0006015302,0.020873403,0.06667805,0.9113261],"study_design_scores_gemma":[0.0006623169,0.00014909761,0.0001763059,0.00005903939,0.00018114941,8.4241265e-8,0.0023521949,0.0034231984,0.00097157125,0.00050777534,0.99125665,0.00026062696],"about_ca_topic_score_codex":0.0009003305,"about_ca_topic_score_gemma":0.0017041219,"teacher_disagreement_score":0.9245786,"about_ca_system_score_codex":0.000040804793,"about_ca_system_score_gemma":0.0002953156,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W7046266538","doi":"","title":"Convening Authority in Global Education: a Case Study of the OECD's Assessment of Higher Education Learning Outcomes","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Center for Makroøkologi, Evolution og Klima; International Association for the Evaluation of Educational Achievement; Educational Testing Service; European Commission; National Institute of Environmental Research; Institute of Mountain Hazards and Environment; Council of Ontario Universities","keywords":"Legitimacy; Higher education; Corporate governance; Dominance (genetics); Government (linguistics); Global governance; Global education; Education policy","score_opus":0.018317661185774485,"score_gpt":0.3175268598247932,"score_spread":0.2992091986390187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046266538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5692868,0.000008525014,0.0000026425785,0.000050491068,0.0005029389,0.00055785966,0.000007041702,0.000008374489,0.42957532],"genre_scores_gemma":[0.5349573,4.5153277e-7,0.00002752435,0.00000207372,0.000022649134,0.0000072019175,0.000036380097,0.000007372464,0.46493903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985849,0.00027979145,0.00031701176,0.0002942126,0.00035840183,0.00016565753],"domain_scores_gemma":[0.99902636,0.00007173905,0.00038721983,0.00027525684,0.00018761406,0.000051786912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012981563,0.00018906119,0.00031614682,0.00015527346,0.00011070016,0.000026514157,0.00033138663,0.00007579282,0.22015002],"category_scores_gemma":[0.0000048225056,0.00017889883,0.000116164956,0.0006597387,0.00002778181,0.000033752047,0.00017260275,0.00036564804,0.000005559616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017604392,0.000829229,0.6194042,0.000116228264,0.00008346664,0.00001334054,0.0010162201,0.00003595984,0.000016133576,0.001939434,0.00020388953,0.37632433],"study_design_scores_gemma":[0.00095170573,0.00012366928,0.7358484,0.0001748198,0.0001558411,8.784474e-7,0.23168078,0.00008522735,0.000013639787,0.00005806427,0.030709974,0.00019697202],"about_ca_topic_score_codex":0.03119051,"about_ca_topic_score_gemma":0.008223548,"teacher_disagreement_score":0.37612733,"about_ca_system_score_codex":0.000084358566,"about_ca_system_score_gemma":0.001218393,"threshold_uncertainty_score":0.97526085},"labels":[],"label_agreement":null},{"id":"W7046312152","doi":"","title":"Decision Analysis in Shared Decision Making for Thromboprophylaxis During Pregnancy (DASH-TOP) Study","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decision analysis; Intervention (counseling); Decision support system; Decision aids; Evidential reasoning approach; Protocol (science); Business decision mapping; Thematic analysis; R-CAST","score_opus":0.013642288633077128,"score_gpt":0.2686841399667894,"score_spread":0.25504185133371227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046312152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69847214,0.00015137765,0.0036861922,0.000010379558,0.0002878738,0.002265705,0.00012109481,0.000033901895,0.29497135],"genre_scores_gemma":[0.6253849,0.000011497041,0.0017121214,0.000001940095,0.000062263854,0.000031524298,0.00052442634,0.000043773358,0.37222755],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99716324,0.00012013859,0.00050704385,0.0010680531,0.00063818804,0.0005033469],"domain_scores_gemma":[0.9984121,0.0002688256,0.00027619876,0.0006227168,0.0003105761,0.00010959703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112673464,0.00043344116,0.0007459131,0.0011131531,0.00026322404,0.0002273106,0.0006695022,0.00017027778,0.651659],"category_scores_gemma":[0.000026593876,0.0004888212,0.00047936518,0.0027387135,0.000017397098,0.00009992208,0.00034206698,0.00039002026,0.0000225539],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055291265,0.00055416074,0.09858988,0.00014586964,0.000619004,0.00014170606,0.0011798163,0.00011996313,0.00020881653,0.000067453155,0.00006898147,0.89775145],"study_design_scores_gemma":[0.010513995,0.0005840279,0.8685287,0.0040208064,0.002302852,5.806596e-7,0.08474143,0.0028039871,0.0005400681,0.0003511253,0.023781102,0.0018312883],"about_ca_topic_score_codex":0.000718406,"about_ca_topic_score_gemma":0.0152879115,"teacher_disagreement_score":0.89592016,"about_ca_system_score_codex":0.00009674533,"about_ca_system_score_gemma":0.00016810329,"threshold_uncertainty_score":0.99975634},"labels":[],"label_agreement":null},{"id":"W7046329120","doi":"","title":"Control of the ICE-Harvest System using an Advanced Multi-Agent Framework","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Control system; Energy (signal processing); Set (abstract data type); Industrial control system; Control logic; Energy supply","score_opus":0.01522964078442312,"score_gpt":0.24661354659771662,"score_spread":0.2313839058132935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046329120","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17131218,0.0001012026,0.009714718,0.00004887886,0.001361225,0.0022238605,0.00048020366,0.00006317132,0.8146945],"genre_scores_gemma":[0.4665559,0.0000014118227,0.0006787984,0.000012079478,0.0000736126,0.000007155449,0.00014471493,0.00003677981,0.53248954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982722,0.00029227833,0.00026760504,0.00040942425,0.0004641654,0.00029436924],"domain_scores_gemma":[0.99874145,0.00007080354,0.00040053317,0.00053424743,0.00014458084,0.000108367465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009920852,0.00027073975,0.00035332155,0.00012057262,0.00032734836,0.000047163507,0.0008054634,0.00010401706,0.63814723],"category_scores_gemma":[0.0000054702887,0.00025684657,0.00022847229,0.00048667914,0.000044875105,0.000054205466,0.00019369778,0.00053223677,0.000010108171],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007198645,0.00088760705,0.012572646,0.0009520731,0.0006262234,0.000043301472,0.0019763263,0.0034050897,0.008449785,0.02515311,0.00017791853,0.94503605],"study_design_scores_gemma":[0.005870938,0.00031680765,0.011901025,0.0010785848,0.0008588888,0.0000011457025,0.14401501,0.018773438,0.0019098588,0.000031942862,0.8141059,0.0011364141],"about_ca_topic_score_codex":0.0019618303,"about_ca_topic_score_gemma":0.0005858175,"teacher_disagreement_score":0.94389963,"about_ca_system_score_codex":0.00008489441,"about_ca_system_score_gemma":0.00024430748,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W7046422996","doi":"","title":"Document d’information à l’intention des citoyens: identifier et exploiter le potentiel de la technologie dans les établissements de soins de longue durée au Canada","year":2021,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Legislation; Context (archaeology)","score_opus":0.010454065208048539,"score_gpt":0.21911288436486784,"score_spread":0.2086588191568193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046422996","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034025002,0.00007756578,0.088297054,0.0007637314,0.0002295767,0.0005519198,0.00010973477,0.000046289766,0.87589914],"genre_scores_gemma":[0.070929654,0.00016852874,0.001659582,0.00008569089,0.00009135898,0.000017309878,0.00027403954,0.000060046736,0.92671376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740344,0.00044628978,0.00035588306,0.0004391378,0.0004472195,0.00090803485],"domain_scores_gemma":[0.9987624,0.00008835412,0.00027352772,0.00042986026,0.00018825616,0.00025758342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032150376,0.00044175363,0.00032874398,0.00031305515,0.00040843454,0.0004044633,0.0006677306,0.0003292059,0.5936157],"category_scores_gemma":[0.000034715937,0.00053123565,0.00020593016,0.0005219651,0.00026999824,0.00023343561,0.0007104791,0.0005927304,0.00005145732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999136,0.0003678379,0.0845711,0.0006740071,0.0006389198,0.00037939425,0.0021417397,0.00043787414,0.006953998,0.020430062,0.020864766,0.8624703],"study_design_scores_gemma":[0.0013133051,0.000051433602,0.019018242,0.0006529102,0.00015085305,0.000007429104,0.034346323,0.00054947217,0.0022863087,0.0002113633,0.9409492,0.00046317143],"about_ca_topic_score_codex":0.78103447,"about_ca_topic_score_gemma":0.79729545,"teacher_disagreement_score":0.9200844,"about_ca_system_score_codex":0.0014482593,"about_ca_system_score_gemma":0.005079913,"threshold_uncertainty_score":0.9997139},"labels":[],"label_agreement":null},{"id":"W7046442857","doi":"","title":"Decentralized Crash-Resilient Runtime Verification","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"","score_opus":0.021243495879191204,"score_gpt":0.2604139779469768,"score_spread":0.2391704820677856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046442857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018508963,0.00022771306,0.12433031,0.00007930327,0.0026185513,0.000659569,0.000016043161,0.0004025502,0.86981505],"genre_scores_gemma":[0.00475959,0.00020390477,0.11586902,0.000047381393,0.000090466594,0.000005931776,0.00024652816,0.000050667797,0.8787265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997379,0.00024138397,0.0003987797,0.0009687926,0.0005228399,0.0004892126],"domain_scores_gemma":[0.9969228,0.00004136334,0.00082802377,0.0017671465,0.0002475633,0.00019309208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029558173,0.00044154207,0.00043313246,0.0003053043,0.0005489666,0.0004664964,0.0034237902,0.0004745315,0.013264228],"category_scores_gemma":[0.0000987981,0.0005196355,0.00022645932,0.00046069454,0.00007723428,0.0013192445,0.0001790846,0.00043691712,0.0005477242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001438819,0.00010449455,0.00037754347,0.00016779106,0.00008188849,0.000050683342,0.00081323046,0.00003843212,0.0012367484,0.06284026,0.0013462862,0.93279874],"study_design_scores_gemma":[0.0009470025,0.000082424456,0.010893831,0.00017601505,0.00012082428,0.000006254,0.00044813895,0.00459002,0.007544136,0.0005224173,0.9738443,0.0008246402],"about_ca_topic_score_codex":0.0000880229,"about_ca_topic_score_gemma":0.00013043445,"teacher_disagreement_score":0.972498,"about_ca_system_score_codex":0.00033448375,"about_ca_system_score_gemma":0.00020882805,"threshold_uncertainty_score":0.9997255},"labels":[],"label_agreement":null},{"id":"W7046508674","doi":"","title":"Development of ab initio characterization tool for Weyl semimetals and thermodynamic stability of kagome Weyl semimetals.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weyl semimetal; Berry connection and curvature; Topology (electrical circuits); Semimetal; Topological order; Fermi level; Geometric phase; Ab initio; Dirac (video compression format); Density functional theory","score_opus":0.01742258436104685,"score_gpt":0.2174904733867786,"score_spread":0.20006788902573175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046508674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755275,0.000015639887,0.001137161,0.0000058578303,0.00022307203,0.0005974571,0.00089254504,0.000030069885,0.021570645],"genre_scores_gemma":[0.95496464,0.000011862207,0.0008893193,0.000004983177,0.000061724306,0.000011844146,0.0030467233,0.000041936157,0.040966988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873906,0.00006626768,0.00046103392,0.00037415445,0.0001402631,0.00021922478],"domain_scores_gemma":[0.99900097,0.00008188162,0.00054843316,0.00018043014,0.00013351228,0.0000547538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015362947,0.00028435187,0.00059461384,0.00010549679,0.00009737232,0.000027958828,0.00020273814,0.00015462798,0.017584627],"category_scores_gemma":[0.000005598583,0.00028171987,0.00013758792,0.00022352429,0.000060472048,0.0001439062,0.00008519791,0.00009778354,0.000007253433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008454178,0.00036360577,0.005629656,0.002252793,0.0009015236,0.000002058219,0.0040188385,0.000004933407,0.6821941,0.022781301,0.000008740033,0.28099704],"study_design_scores_gemma":[0.008761429,0.00096109026,0.34917226,0.0019636215,0.002218979,0.0000010093047,0.03626649,0.0005626832,0.5025353,0.020215431,0.0729732,0.0043685106],"about_ca_topic_score_codex":0.000050066043,"about_ca_topic_score_gemma":0.000033026517,"teacher_disagreement_score":0.3435426,"about_ca_system_score_codex":0.00004084808,"about_ca_system_score_gemma":0.00010782078,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W7046594552","doi":"","title":"Disparities in the mental health of migrant children and youth: an analysis of determinants and unmet need","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Ethnic group; Psychological intervention; Immigration; Context (archaeology); Work (physics)","score_opus":0.009105392761300997,"score_gpt":0.24466428078306687,"score_spread":0.2355588880217659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046594552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444634,0.00007442245,0.00015494986,0.000023876042,0.000015131828,0.00023703346,0.0010141984,0.000002306901,0.0040317317],"genre_scores_gemma":[0.99099284,0.000013927143,0.000055603166,0.000004462804,0.000012018206,6.204577e-7,0.0010916466,0.0000055298424,0.007823337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990671,0.00014060194,0.00020242648,0.0002450017,0.00015453962,0.00019030433],"domain_scores_gemma":[0.9995346,0.00004322895,0.00018212514,0.00015356865,0.000027789009,0.000058695896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008505477,0.00016459422,0.00048245292,0.0002799729,0.00008504642,0.000023799088,0.00022935058,0.000045225323,0.0005503776],"category_scores_gemma":[0.0000011925222,0.00014235197,0.000112028894,0.00055024785,0.0000883747,0.00010981936,0.00006475433,0.00018129784,1.2499837e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002033876,0.00018978244,0.57783616,0.00004848339,0.0005199923,6.2499555e-7,0.00490324,0.000018721963,0.000020446867,0.0013653932,0.0000068031322,0.41488698],"study_design_scores_gemma":[0.0008340643,0.00019944446,0.94310004,0.00017741988,0.0005337565,5.6591148e-8,0.054109044,0.00047350378,0.00023022595,0.000039556126,0.00012120504,0.0001816936],"about_ca_topic_score_codex":0.012015768,"about_ca_topic_score_gemma":0.0028908155,"teacher_disagreement_score":0.41470528,"about_ca_system_score_codex":0.000018040802,"about_ca_system_score_gemma":0.00008038141,"threshold_uncertainty_score":0.9945633},"labels":[],"label_agreement":null},{"id":"W7046810166","doi":"","title":"ECO-TECHNO-ECONOMIC ANALYSIS OF DECENTRALIZED NATURAL GAS-BASED COGENERATION ENERGY MANAGEMENT CENTER","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Siemens Canada; McMaster University","keywords":"Cogeneration; Context (archaeology); Greenhouse gas; Electricity; Life-cycle assessment; Cost of electricity by source; Electricity generation; Mains electricity; Energy management; Efficient energy use","score_opus":0.0071225004821057905,"score_gpt":0.21984430544172626,"score_spread":0.21272180495962045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046810166","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07614797,0.0000443034,0.00139217,0.00012821428,0.00062040315,0.00062959135,0.00036991428,0.00010253825,0.9205649],"genre_scores_gemma":[0.13964273,0.000043839435,0.0002092965,0.000015901707,0.00004174625,0.00000938211,0.0077851824,0.000035447796,0.8522165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846417,0.00007609108,0.0003320038,0.00049564516,0.00030038194,0.0003317321],"domain_scores_gemma":[0.9991252,0.000038611317,0.00029330942,0.00035834816,0.00009642809,0.00008809293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065410655,0.00029705855,0.0004555906,0.0010109103,0.00009603618,0.00005922322,0.00043984814,0.000107951135,0.6273824],"category_scores_gemma":[8.613712e-7,0.00034470265,0.00042455888,0.0010538286,0.000032054963,0.00003361876,0.000104683,0.00015513797,0.00005198363],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034592437,0.00015926208,0.004520011,0.00012616672,0.0032197374,0.000023313034,0.0000704178,0.0014726789,0.0004747242,0.0059890426,0.002798766,0.9808],"study_design_scores_gemma":[0.004574739,0.00009994949,0.007025608,0.0001730002,0.004153455,6.9060555e-8,0.00383174,0.09100422,0.0065299408,0.00006252523,0.88160056,0.00094420096],"about_ca_topic_score_codex":0.003743488,"about_ca_topic_score_gemma":0.010062594,"teacher_disagreement_score":0.9798558,"about_ca_system_score_codex":0.00007744242,"about_ca_system_score_gemma":0.00009819221,"threshold_uncertainty_score":0.9999005},"labels":[],"label_agreement":null},{"id":"W7046837141","doi":"","title":"Dynamic Behaviour of Solids in a Single Screw Extruder: Aspects of Heat Transfer","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Saudi Basic Industries Corporation; McMaster University","keywords":"Heat transfer; Work (physics); Deformation (meteorology); Heat exchanger; Plastics extrusion; Fusible alloy","score_opus":0.010711824832379572,"score_gpt":0.22058031319265214,"score_spread":0.20986848836027258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046837141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29385436,0.000055301796,0.00016161676,0.000019007592,0.00005720977,0.0003502948,0.00006384013,0.000008132206,0.70543027],"genre_scores_gemma":[0.66530937,0.000018913404,0.00006317808,0.0000021037304,0.000010157431,0.0000016756723,0.00022694643,0.000020803847,0.33434683],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986015,0.00007482738,0.0003375552,0.00034294662,0.0003550041,0.0002881931],"domain_scores_gemma":[0.9994238,0.00003582639,0.00006355263,0.00026010908,0.00013616457,0.000080548176],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004588885,0.0002551267,0.00046636502,0.00039578852,0.000042238156,0.000011168972,0.00036569688,0.00013925311,0.5302624],"category_scores_gemma":[0.0000016562881,0.00030308473,0.00020127365,0.00055672013,0.0000720425,0.00003974358,0.000054620396,0.00029291946,0.000009373199],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089297275,0.0022498092,0.022550408,0.0008789368,0.00029186488,0.0001947168,0.003441721,0.00013065961,0.042399373,0.006423446,0.00046758508,0.9200785],"study_design_scores_gemma":[0.033833202,0.0047634095,0.27145344,0.006700948,0.0018555018,0.000010973658,0.109009475,0.0049084327,0.14973365,0.00068524375,0.411206,0.00583972],"about_ca_topic_score_codex":0.0031013659,"about_ca_topic_score_gemma":0.006985075,"teacher_disagreement_score":0.9142388,"about_ca_system_score_codex":0.00003777655,"about_ca_system_score_gemma":0.00024119804,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W7046852536","doi":"","title":"Enhancing Patient-Facing Ethics Resources at St. Joseph's Health System: A Mixed-Methods Approach","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Information ethics; Ethical issues; Nursing ethics; Research ethics; Medical ethics","score_opus":0.031874887295417945,"score_gpt":0.29689127394533704,"score_spread":0.2650163866499191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046852536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007704921,0.0010334431,0.012886919,0.0004275152,0.0010944792,0.0011158531,0.00038439565,0.00021020752,0.9820767],"genre_scores_gemma":[0.0055904444,0.0000739908,0.007881944,0.000054489057,0.0004806463,0.0000174273,0.00037576695,0.00013053561,0.9853948],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938528,0.0013921934,0.00078255555,0.0013285782,0.0016574778,0.0009864194],"domain_scores_gemma":[0.99717516,0.00043785656,0.0006526657,0.00082567654,0.00044671536,0.0004619517],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00199707,0.00070511387,0.0010161145,0.0005559092,0.0006195859,0.0002905281,0.0007590228,0.00045181898,0.35466978],"category_scores_gemma":[0.00004114175,0.00073229085,0.00048126385,0.0009956087,0.0001449179,0.000054477678,0.0022076254,0.0023464859,0.00017301012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039108872,0.00009019521,0.00020281489,0.004889714,0.00041597942,0.00009966876,0.0025461065,0.000029911156,0.00025327114,0.0012908259,0.038741183,0.95140123],"study_design_scores_gemma":[0.0003674808,0.00014424737,0.00002541389,0.0014882196,0.00019252383,0.000011616742,0.022358809,0.00034369956,0.00026193753,0.000012624445,0.97419983,0.0005935933],"about_ca_topic_score_codex":0.011382096,"about_ca_topic_score_gemma":0.0016435005,"teacher_disagreement_score":0.95080763,"about_ca_system_score_codex":0.0009080208,"about_ca_system_score_gemma":0.002215322,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W7046891353","doi":"","title":"Effects of Acoustic Speech Variation on Personality Trait Perception","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Variation (astronomy); Affect (linguistics); Trait; Consonant; Perception; Sentence","score_opus":0.008831080633621955,"score_gpt":0.21713366709667908,"score_spread":0.20830258646305713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046891353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76346487,0.000028109598,0.00031331828,0.000027622113,0.00065581047,0.00026337765,0.000044352837,0.00011568146,0.23508686],"genre_scores_gemma":[0.7994245,0.000002805167,0.00012518752,0.000008388035,0.00016735001,0.0000018812708,0.0002622836,0.000033476266,0.19997407],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99890363,0.00007530587,0.0001727443,0.0004503047,0.00019252271,0.00020548786],"domain_scores_gemma":[0.9994595,0.00009053608,0.00013986226,0.00018442987,0.00007885079,0.000046805806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006322097,0.00028349206,0.00033518017,0.00023680733,0.000079316276,0.00002728963,0.00022690244,0.00028129714,0.039350778],"category_scores_gemma":[0.0000072713356,0.00031012492,0.00022496119,0.00038598847,0.000035327543,0.00010706013,0.000029633362,0.0005006754,0.00015493571],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014793355,0.00048108725,0.0014437031,0.0024406684,0.00091436994,0.0000733814,0.009997829,0.000075873606,0.05568576,0.018136263,0.0004156518,0.9101875],"study_design_scores_gemma":[0.010762543,0.0028047203,0.08819007,0.009034512,0.01306586,0.000019882025,0.6370072,0.0030775177,0.08458283,0.019818082,0.12525027,0.006386516],"about_ca_topic_score_codex":0.0014062003,"about_ca_topic_score_gemma":0.00021629444,"teacher_disagreement_score":0.90380096,"about_ca_system_score_codex":0.00010821657,"about_ca_system_score_gemma":0.000073936906,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W7046920304","doi":"","title":"The Effect of School Closures on Housing Prices in Hamilton, Ontario","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hedonic regression; Closure (psychology); Neighbourhood (mathematics); Real estate; House price; Affect (linguistics)","score_opus":0.00790012739134289,"score_gpt":0.22356744126555606,"score_spread":0.21566731387421317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046920304","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37087888,0.00004604228,0.0000050582767,0.000019829784,0.00012405461,0.00032331736,0.000005281019,0.0000057032885,0.62859184],"genre_scores_gemma":[0.083988324,0.000012198872,0.000029819465,0.0000046341784,0.00005086349,0.000004071947,0.00012515082,0.000018161494,0.9157668],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986872,0.0001467896,0.00021563517,0.0003254869,0.00035559127,0.00026927792],"domain_scores_gemma":[0.99910945,0.0002518487,0.00018778564,0.0003004589,0.00008116943,0.00006931838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015307762,0.00023796523,0.00030899252,0.00015760229,0.00014416839,0.00008613911,0.00040120608,0.00009608559,0.48669425],"category_scores_gemma":[0.000009361633,0.00019799221,0.0001528023,0.00039580595,0.000036938192,0.000026773027,0.000080425576,0.000516686,0.00002427857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007342974,0.000079652586,0.09504433,0.00016833813,0.00016591811,0.000044992816,0.0007679026,0.000039822902,0.000424273,0.0010155508,0.0011029086,0.900412],"study_design_scores_gemma":[0.0021587685,0.0005246426,0.08227101,0.0007027191,0.00013079506,1.1512958e-7,0.0072034462,0.00004084217,0.0067588165,0.000023271561,0.89979374,0.0003918413],"about_ca_topic_score_codex":0.037449125,"about_ca_topic_score_gemma":0.28654024,"teacher_disagreement_score":0.9000202,"about_ca_system_score_codex":0.00007375596,"about_ca_system_score_gemma":0.00031938776,"threshold_uncertainty_score":0.9689606},"labels":[],"label_agreement":null},{"id":"W7047070875","doi":"","title":"Experimental Analysis of Finish Turning of Inconel 617","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Inconel; Machining; Superalloy; Coolant; Surface integrity; Surface roughness; Corrosion; Surface finish","score_opus":0.013994533668138763,"score_gpt":0.2494099447802936,"score_spread":0.23541541111215483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047070875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31790128,0.000021109525,0.00003647126,0.0000071024983,0.0000900047,0.00015982753,0.00009136901,0.000013720741,0.6816791],"genre_scores_gemma":[0.39136243,0.000002218286,0.00005652061,0.0000014121189,0.000019206042,0.0000013887078,0.0005985904,0.000014033402,0.6079442],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988052,0.00006176004,0.00028959717,0.00030035138,0.00034654207,0.00019649886],"domain_scores_gemma":[0.9991088,0.00008586932,0.00034362776,0.0002558156,0.00013754825,0.000068342524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000686844,0.00019325025,0.0004964695,0.0006538896,0.00005412494,0.000017100969,0.000373885,0.00009097035,0.79775786],"category_scores_gemma":[0.0000039808715,0.00022641101,0.00035015307,0.0015282315,0.000046561025,0.000025221983,0.000151638,0.00018246051,0.000024135783],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046920206,0.0005443642,0.030789789,0.0003649928,0.006212957,0.00003249385,0.0062157447,0.00029326568,0.049265422,0.003162073,0.002755423,0.8998943],"study_design_scores_gemma":[0.005522224,0.00077666977,0.1370726,0.00080282986,0.008090072,1.4774871e-7,0.3763775,0.006037267,0.1797671,0.00007426571,0.28352922,0.0019501328],"about_ca_topic_score_codex":0.0031615072,"about_ca_topic_score_gemma":0.0007481762,"teacher_disagreement_score":0.89794415,"about_ca_system_score_codex":0.00001614474,"about_ca_system_score_gemma":0.000120666875,"threshold_uncertainty_score":0.9232773},"labels":[],"label_agreement":null},{"id":"W7047078332","doi":"","title":"ENHANCING SAFETY ON HORIZONTAL CURVES WITH LIMITED SIGHT DISTANCE: A MULTI-OBJECTIVE OPTIMIZATION FRAMEWORK","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Fusible alloy; Proteogenomics; Articular cartilage damage; Filter (signal processing); Dysgeusia","score_opus":0.007369406256278675,"score_gpt":0.21945503215974496,"score_spread":0.21208562590346627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047078332","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014790816,0.00015298273,0.08962623,0.00010465886,0.00023217706,0.0009082322,0.00013156584,0.000060487662,0.9073046],"genre_scores_gemma":[0.013515165,0.00012329113,0.006502775,0.000048622056,0.00016524439,0.000014099821,0.0029955574,0.00007154239,0.9765637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979953,0.00016173918,0.00024499348,0.0007126544,0.00050292513,0.00038235847],"domain_scores_gemma":[0.99873686,0.00015996772,0.000254514,0.00036087487,0.00033821314,0.0001496004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000633116,0.000430519,0.00042338576,0.00018190104,0.000279952,0.00010494664,0.00031873095,0.0001858246,0.6505708],"category_scores_gemma":[0.00001646801,0.0004369516,0.00015450832,0.000886897,0.000045551635,0.00007412917,0.00008853317,0.0007210281,0.000030626146],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004180685,0.0014653949,0.0024113634,0.0013327134,0.0013175452,0.0003523806,0.0040222844,0.0030027896,0.0008147609,0.0075114686,0.0011836614,0.97240496],"study_design_scores_gemma":[0.012824455,0.0027299263,0.010576468,0.028431254,0.0017199185,0.000003199605,0.16041231,0.013138916,0.017019674,0.000055068256,0.7477058,0.0053830156],"about_ca_topic_score_codex":0.0004026927,"about_ca_topic_score_gemma":0.0026383942,"teacher_disagreement_score":0.96702194,"about_ca_system_score_codex":0.00009572535,"about_ca_system_score_gemma":0.0003093071,"threshold_uncertainty_score":0.99980825},"labels":[],"label_agreement":null},{"id":"W7047086930","doi":"","title":"Exploring Interoception","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Interoception; Malleability; Construct (python library); Perception; Heartbeat; Measure (data warehouse); Task (project management)","score_opus":0.041390261492716754,"score_gpt":0.22912028926011407,"score_spread":0.18773002776739733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047086930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48259357,0.000011423954,0.00017065938,0.0000127130415,0.0007673927,0.00007715129,0.000008580801,0.00013364959,0.51622486],"genre_scores_gemma":[0.52868676,0.0000061338937,0.0002761389,0.000007839171,0.000410204,0.0000026393602,0.00025946918,0.00003808022,0.47031274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990599,0.00002993059,0.00013921129,0.00040424042,0.00010472463,0.00026197612],"domain_scores_gemma":[0.99947834,0.000013945917,0.000118683434,0.0002412002,0.00008933206,0.000058507714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035990604,0.00025915177,0.0002443029,0.0002101082,0.00014473638,0.000037207396,0.00033479047,0.00014446385,0.17372414],"category_scores_gemma":[0.0000023516823,0.00030389463,0.00014154565,0.0003142552,0.000041551284,0.00036870257,0.00006404844,0.00035600743,0.0006912255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025772055,0.00004898115,0.0039868304,0.000051605093,0.00018171749,0.000009611462,0.0019108118,9.548379e-7,0.00064957474,0.00557276,0.00045937576,0.98710203],"study_design_scores_gemma":[0.00061022426,0.00009957252,0.00040939363,0.0002670201,0.00018945086,0.0000013465018,0.20936503,0.000018034769,0.008771289,0.00066995056,0.77900416,0.0005945326],"about_ca_topic_score_codex":0.00056496664,"about_ca_topic_score_gemma":0.0003403308,"teacher_disagreement_score":0.9865075,"about_ca_system_score_codex":0.00006036942,"about_ca_system_score_gemma":0.00003790223,"threshold_uncertainty_score":0.9999413},"labels":[],"label_agreement":null},{"id":"W7047097431","doi":"","title":"Feeling the Pulse: An Exploration of the Emotional Effects of Competency-Based Medical Education in Psychiatry","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Surprise; Competence (human resources); Emotional competence; Coping (psychology); Qualitative research","score_opus":0.00928331935938739,"score_gpt":0.23979230945916552,"score_spread":0.23050899009977813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047097431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95509106,0.0001869857,0.00026847914,0.0009026535,0.0023495178,0.00034074573,0.000009700758,0.000028854814,0.04082199],"genre_scores_gemma":[0.99072146,0.0000027188748,0.0002432164,0.00002857458,0.00012163035,0.0000033439717,0.00019080605,0.00001801197,0.008670243],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991021,0.00013546941,0.00020809495,0.00021817721,0.0002271966,0.00010892594],"domain_scores_gemma":[0.9994187,0.00006182064,0.00016302703,0.00024558272,0.000082961924,0.000027947006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009438069,0.00014670816,0.00018841645,0.00014823853,0.00006852886,0.000011775215,0.0004179971,0.00016504132,0.0057704626],"category_scores_gemma":[0.000013373325,0.000110291156,0.000121385725,0.0005141126,0.00006830346,0.00017403923,0.000035178848,0.00042766088,0.0000051801844],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048680777,0.00090765493,0.06784182,0.0013948508,0.00020731214,0.0000027549918,0.0034007842,0.00042696047,0.0007666814,0.41714334,0.00014949654,0.5077097],"study_design_scores_gemma":[0.006228546,0.0006988634,0.057417028,0.019922385,0.0019051273,0.0000052874407,0.72051895,0.00904624,0.02521064,0.143904,0.013134322,0.002008613],"about_ca_topic_score_codex":0.00088927883,"about_ca_topic_score_gemma":0.0033129565,"teacher_disagreement_score":0.71711814,"about_ca_system_score_codex":0.000032252887,"about_ca_system_score_gemma":0.0019547134,"threshold_uncertainty_score":0.9951384},"labels":[],"label_agreement":null},{"id":"W7047125112","doi":"","title":"Endogenous Pain Modulation in Low Back Pain","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Physiotherapy Foundation of Canada","keywords":"Hypoalgesia; Quantitative sensory testing; Low back pain; Randomized controlled trial; Nociception; Summation; Protocol (science)","score_opus":0.01536971131760508,"score_gpt":0.2042862281691786,"score_spread":0.1889165168515735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047125112","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24432945,0.00017888616,0.000980341,0.00009022154,0.00068965915,0.00046436067,0.000038642436,0.00021374066,0.7530147],"genre_scores_gemma":[0.6950486,0.0000037273128,0.0001395222,0.000023647348,0.00013309532,0.0000027192732,0.00062548014,0.00004977809,0.30397347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851173,0.00025805723,0.00022361799,0.0005354312,0.00012718173,0.0003439708],"domain_scores_gemma":[0.9994326,0.000100553065,0.00009875641,0.00026446074,0.000046858582,0.000056722583],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031830737,0.00032424848,0.0003335563,0.00036007806,0.00007141443,0.000054409953,0.00030117694,0.0003010227,0.059538975],"category_scores_gemma":[0.000010184812,0.0003816983,0.00016208187,0.0006625668,0.00002762689,0.00014642635,0.000050512754,0.00058551104,0.0004939639],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024809035,0.00012806024,0.016751723,0.00051160814,0.0001978988,0.00012601385,0.002520772,0.00023633373,0.0008181175,0.0056546256,0.00041154708,0.9726185],"study_design_scores_gemma":[0.0039542783,0.00046787105,0.0012690289,0.0044276123,0.00045526575,0.000009037266,0.4690249,0.019340437,0.0043817386,0.013695549,0.4792347,0.0037395798],"about_ca_topic_score_codex":0.0024141313,"about_ca_topic_score_gemma":0.002022273,"teacher_disagreement_score":0.9688789,"about_ca_system_score_codex":0.00012922281,"about_ca_system_score_gemma":0.0000906731,"threshold_uncertainty_score":0.9998635},"labels":[],"label_agreement":null},{"id":"W7047215338","doi":"","title":"Examining Technical Assistance and Its Use in Health System Transformations","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Sociotechnical system; Process (computing); Field (mathematics); Government (linguistics); Politics; Health care; Qualitative research","score_opus":0.022166724255707235,"score_gpt":0.2434275134367866,"score_spread":0.22126078918107936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047215338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030852962,0.00022678151,0.0002575217,0.00016419866,0.00013602871,0.0006880703,0.00009691401,0.000068931506,0.9675086],"genre_scores_gemma":[0.31216016,0.00002440642,0.00013084116,0.0000068299723,0.00002853049,0.000007388984,0.00019682068,0.000019673831,0.6874254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988093,0.00008593896,0.000273891,0.00035085063,0.00021488096,0.00026515077],"domain_scores_gemma":[0.9995426,0.00006379326,0.00009369947,0.00013451489,0.00005280848,0.000112578935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012399207,0.00019823493,0.00026478703,0.00029028326,0.00010323323,0.0001343134,0.00017361026,0.00009416133,0.12561353],"category_scores_gemma":[0.0000027224569,0.000222824,0.000052128486,0.0005039926,0.000015178201,0.000094984265,0.000051292005,0.0004296175,0.000036392892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011563409,0.000088735265,0.0021489705,0.0029051038,0.00007943108,0.000068364876,0.0013007853,0.000019964235,0.00033962514,0.06198228,0.0017199186,0.92923117],"study_design_scores_gemma":[0.0012202269,0.00013252065,0.014852574,0.00294054,0.00007826066,0.0000018571271,0.031501006,0.0027823446,0.000069366026,0.000024216744,0.9458604,0.0005367156],"about_ca_topic_score_codex":0.0010122936,"about_ca_topic_score_gemma":0.005267011,"teacher_disagreement_score":0.94414043,"about_ca_system_score_codex":0.00007825864,"about_ca_system_score_gemma":0.00019203653,"threshold_uncertainty_score":0.9086499},"labels":[],"label_agreement":null},{"id":"W7047220765","doi":"","title":"EFFECTS OF AIR POLLUTION ON OBESITY AND ECTOPIC FAT DEPOSITION","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obesity; Air pollution; Air pollutants; Pollutant; Deposition (geology); Pollution","score_opus":0.005465935134576603,"score_gpt":0.19594709307433192,"score_spread":0.1904811579397553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047220765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8309531,0.00007540983,0.00025176574,0.000033457236,0.00027056425,0.000210818,0.000013951547,0.000054860026,0.16813606],"genre_scores_gemma":[0.8896154,0.0000076254473,0.000079652054,0.000018505836,0.000047309743,0.000001166623,0.00011008739,0.0000099942745,0.11011023],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930876,0.00005731543,0.000111075904,0.00029566817,0.00008093249,0.00014625196],"domain_scores_gemma":[0.99960923,0.000054203043,0.000112556045,0.00014486341,0.00004649689,0.00003267344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019246272,0.00019747585,0.00026947295,0.00020521288,0.000105798856,0.000009368035,0.0001336078,0.00020154887,0.0017323118],"category_scores_gemma":[0.0000039518263,0.00022281425,0.000092432274,0.00025347603,0.000028317247,0.00008119863,0.000038708265,0.0002511367,0.000007730495],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012168681,0.00038402222,0.018975075,0.0014312728,0.00052245444,0.000029137553,0.00087650097,0.000037634043,0.008813845,0.0716514,0.00018940704,0.8969676],"study_design_scores_gemma":[0.007628717,0.0011070835,0.06679967,0.0049088015,0.0025937443,0.0000037864122,0.059371676,0.00014932215,0.80669034,0.0076207584,0.04100292,0.002123156],"about_ca_topic_score_codex":0.0009099633,"about_ca_topic_score_gemma":0.00021160344,"teacher_disagreement_score":0.8948444,"about_ca_system_score_codex":0.000046122987,"about_ca_system_score_gemma":0.00003344761,"threshold_uncertainty_score":0.99918026},"labels":[],"label_agreement":null},{"id":"W7047306237","doi":"","title":"Exercise Recovery in High Altitude Deer Mice","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Glycogen; Effects of high altitude on humans; Hypoxia (environmental); Skeletal muscle; Aerobic exercise; Aerobic capacity; Cellular respiration; Metabolism; VO2 max","score_opus":0.009890454832347635,"score_gpt":0.21996724357352418,"score_spread":0.21007678874117655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047306237","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069100216,0.00004053669,0.000020849699,0.00009013683,0.00049431145,0.00056523544,0.00005749025,0.000055751254,0.9295755],"genre_scores_gemma":[0.008952782,0.00006136318,0.00013253088,0.000011121258,0.00009279197,0.000008653628,0.0008164039,0.00004474116,0.9898796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984158,0.000066476874,0.00023554712,0.00052148517,0.0003358083,0.00042487125],"domain_scores_gemma":[0.99930435,0.00007108446,0.0001307693,0.00028521277,0.000091347836,0.000117222895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008959003,0.00029896386,0.00035271302,0.0004324707,0.000085229236,0.00007395259,0.00050144317,0.0001620644,0.8331957],"category_scores_gemma":[0.0000041540375,0.00036044218,0.00014620234,0.00080720516,0.000023128008,0.00005616844,0.00016640947,0.00042574195,0.0008815365],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002424995,0.00011081169,0.0025186944,0.00013449874,0.000070020214,0.00009234698,0.0002915324,0.000034750425,0.0002710367,0.0007639329,0.008836147,0.9866337],"study_design_scores_gemma":[0.0030333933,0.00012019098,0.0372187,0.0010758832,0.00020875326,1.8708823e-7,0.016655527,0.00016503362,0.0010893629,0.0004144586,0.9389501,0.0010684008],"about_ca_topic_score_codex":0.009377195,"about_ca_topic_score_gemma":0.01151356,"teacher_disagreement_score":0.9855653,"about_ca_system_score_codex":0.00004751849,"about_ca_system_score_gemma":0.00018812585,"threshold_uncertainty_score":0.9998964},"labels":[],"label_agreement":null},{"id":"W7047372313","doi":"","title":"Exploring Models for Pharmacist Prescribing in Primary and Community Care Settings in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.10464299935094622,"score_gpt":0.25371136150598816,"score_spread":0.14906836215504193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047372313","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012154076,0.0000815596,0.0014640391,0.0000066035022,0.000056545203,0.0005853833,0.00015638316,0.000031694937,0.98546374],"genre_scores_gemma":[0.112522826,0.000012959436,0.0002929005,0.000016499022,0.00007808481,0.00001458577,0.00028081023,0.00017027534,0.88661104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988748,0.00015912436,0.00014645126,0.0003138089,0.00013905282,0.00036678786],"domain_scores_gemma":[0.9994758,0.00006067362,0.0000877915,0.00022467146,0.00004017932,0.000110890105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015172534,0.000263985,0.00040034635,0.00023377908,0.0000951438,0.000039207156,0.00034566526,0.000084324165,0.0033718743],"category_scores_gemma":[0.0000011476216,0.00031793007,0.00006271503,0.00018824806,0.000066800545,0.00033577086,0.00040299565,0.00094310945,0.000006222969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007523446,0.00059269357,0.0746282,0.001442052,0.00044055752,0.00008138546,0.07477894,0.0009021043,0.000078121724,0.004107559,0.046829987,0.79536605],"study_design_scores_gemma":[0.0047226353,0.000029211784,0.00011571819,0.00061393663,0.000048328926,4.303237e-7,0.031243721,0.0040782904,0.000029917062,0.0009144093,0.9575753,0.0006280514],"about_ca_topic_score_codex":0.08725606,"about_ca_topic_score_gemma":0.057926033,"teacher_disagreement_score":0.9107454,"about_ca_system_score_codex":0.0008035765,"about_ca_system_score_gemma":0.00046487598,"threshold_uncertainty_score":0.9999273},"labels":[],"label_agreement":null},{"id":"W7047446919","doi":"","title":"Glycemic control in Children with Type 1 Diabetes During the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Pandemic; Type 1 diabetes; Diabetic ketoacidosis; Hypoglycemia; Diabetes mellitus; Health care","score_opus":0.008218829033373991,"score_gpt":0.21825837378264457,"score_spread":0.21003954474927058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047446919","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6222688,0.00007901901,0.000012541134,0.00009047813,0.00006664092,0.00082371995,0.00007114756,0.000032165026,0.3765555],"genre_scores_gemma":[0.46278682,0.000011303156,0.000005856231,0.00007498033,0.000048585393,0.000013053113,0.00036339482,0.000023617047,0.5366724],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857485,0.0001667536,0.00015663146,0.00040376434,0.00032700162,0.00037100818],"domain_scores_gemma":[0.9992984,0.00009334179,0.00014789337,0.00029316085,0.000044844717,0.00012237964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095472205,0.00025466693,0.00025662093,0.00019176812,0.0002825204,0.000055156983,0.0005839421,0.000067236644,0.8366121],"category_scores_gemma":[0.000005721815,0.00021624357,0.000077702585,0.00064618234,0.000051437593,0.00003155531,0.00012867586,0.00062548195,0.00002473737],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091517373,0.00006526834,0.9202682,0.00005795838,0.00024398878,0.0000128135725,0.0003549731,0.0001328985,0.00031444218,0.00027009888,0.00052018923,0.07684401],"study_design_scores_gemma":[0.00887772,0.00032813288,0.2043346,0.00005893626,0.0002456236,0.0000024509081,0.009067271,0.00017446313,0.000037326907,0.000046127356,0.7761056,0.0007217283],"about_ca_topic_score_codex":0.002475929,"about_ca_topic_score_gemma":0.0030401126,"teacher_disagreement_score":0.83658737,"about_ca_system_score_codex":0.000110200956,"about_ca_system_score_gemma":0.00035444184,"threshold_uncertainty_score":0.88181573},"labels":[],"label_agreement":null},{"id":"W7047508888","doi":"","title":"Geochemical controls on uranium and arsenic in Yukon groundwater","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bedrock; Aquifer; Groundwater; Permafrost; Arsenic; Uranium; Hydrology (agriculture); Subarctic climate; Sediment; Saltwater intrusion","score_opus":0.005680347791209767,"score_gpt":0.18343831160615665,"score_spread":0.17775796381494688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047508888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26830357,0.00034067078,0.000030102055,0.000046679714,0.00035634427,0.00030796885,0.000008201999,0.00040612984,0.7302003],"genre_scores_gemma":[0.51416093,0.00019626698,0.0002296113,0.000043835917,0.00007994315,0.0000036407364,0.000096614036,0.000081589955,0.48510757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907285,0.000026743332,0.00016834922,0.00034007774,0.00013235377,0.00025962078],"domain_scores_gemma":[0.9996661,0.000050321665,0.000023649582,0.0001783994,0.000017107246,0.00006441692],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003667984,0.0003054048,0.00031199053,0.00026602313,0.000019118856,0.000058237863,0.00016360219,0.00046847403,0.011267863],"category_scores_gemma":[0.0000047429094,0.0003398457,0.00007686856,0.00018713545,0.00002385865,0.00007117112,0.000030346318,0.0006232198,0.000065675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002145321,0.00035436417,0.00077813235,0.008807963,0.0008608408,0.0049244273,0.011820099,0.00075077126,0.09641236,0.01734565,0.034410585,0.8213895],"study_design_scores_gemma":[0.0030457573,0.00061175553,0.0027268042,0.002479181,0.00047407928,0.000036386777,0.004428824,0.009428161,0.0405969,0.002079641,0.9315133,0.0025791896],"about_ca_topic_score_codex":0.00010007848,"about_ca_topic_score_gemma":0.0014738338,"teacher_disagreement_score":0.8971027,"about_ca_system_score_codex":0.00012494963,"about_ca_system_score_gemma":0.000012366608,"threshold_uncertainty_score":0.99990535},"labels":[],"label_agreement":null},{"id":"W7047583711","doi":"","title":"Globalism for Undergraduates: Pedagogies and Technologies of Global Education in the US and Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalism; Neoliberalism (international relations); Global education; Global citizenship; Globalization; Curriculum; Social capital; Higher education; International education","score_opus":0.009251203325327933,"score_gpt":0.2487473207425456,"score_spread":0.23949611741721766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047583711","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.308157,0.00042442261,0.00001791974,0.0011691756,0.0001328417,0.00082797126,0.00025489676,0.000012783927,0.689003],"genre_scores_gemma":[0.5716563,0.00009606856,0.00019129094,0.00003570528,0.000023926672,0.00002764875,0.0004578826,0.000011540774,0.42749962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993416,0.000041078438,0.000108226835,0.00020215477,0.00017095596,0.00013596614],"domain_scores_gemma":[0.99963456,0.00006737723,0.000098976314,0.0001291987,0.00005244732,0.000017442024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004936077,0.00012438341,0.00014488585,0.0000486556,0.00009679337,0.000030385583,0.0002607363,0.00004159848,0.025674913],"category_scores_gemma":[0.000006843296,0.00011603662,0.000026505162,0.00021557187,0.000043441993,0.000019450077,0.00010614005,0.00011683277,1.00661076e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006343426,0.00004647442,0.024599982,0.0001779209,0.00003287188,0.0000025442355,0.00018158622,0.0000025185855,0.00001107127,0.027020931,0.0031540853,0.94470656],"study_design_scores_gemma":[0.0005991278,0.000082822306,0.026081672,0.000064169246,0.0000685388,6.649096e-7,0.25511366,0.000037597245,0.000029819617,0.0017580506,0.71597856,0.00018534494],"about_ca_topic_score_codex":0.5600483,"about_ca_topic_score_gemma":0.82367295,"teacher_disagreement_score":0.94452125,"about_ca_system_score_codex":0.00005051038,"about_ca_system_score_gemma":0.0009646007,"threshold_uncertainty_score":0.97521573},"labels":[],"label_agreement":null},{"id":"W7047638751","doi":"","title":"HEALTHCARE INEQUITY IN CANADA: EXAMINING THE FEASIBILITY OF THE PUBLIC PRODUCTION OF MEDICINES","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Pharmaceutical policy; Pharmaceutical industry; Grassroots; Thematic analysis; Public sector; Work (physics); Exploratory research; Public health; Health care","score_opus":0.03873368613896966,"score_gpt":0.25965138002022525,"score_spread":0.2209176938812556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047638751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71173745,0.00004791736,0.0000036566503,0.0017646268,0.00055531325,0.00076085527,0.000029287781,0.0000033909014,0.2850975],"genre_scores_gemma":[0.8465211,0.0000035838657,0.000009910914,0.000010332708,0.00006794165,0.0000020193436,0.00004344769,0.0000068118266,0.1533349],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985731,0.00022195678,0.0002860563,0.00027173318,0.00044276562,0.00020436468],"domain_scores_gemma":[0.99875045,0.000060307604,0.00035591327,0.00044626853,0.00034146028,0.000045602894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026093225,0.00014437056,0.00025327873,0.000083030915,0.000096387084,0.000007803549,0.000553496,0.00004958633,0.16328672],"category_scores_gemma":[0.00003868229,0.00009997003,0.000054260967,0.0007227253,0.00010550969,0.000027279053,0.00016076789,0.00028876032,7.3934194e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094444615,0.00006631707,0.40731207,0.0003829145,0.00004652345,0.0000012309442,0.0009245394,0.0000021436285,0.00036748478,0.0007774332,0.0023692162,0.5876557],"study_design_scores_gemma":[0.0009335885,0.00015845735,0.78673303,0.0005774087,0.000088093366,2.9071842e-7,0.071351856,0.00008293942,0.0021489982,0.000110590874,0.13754834,0.0002664078],"about_ca_topic_score_codex":0.7214789,"about_ca_topic_score_gemma":0.9793886,"teacher_disagreement_score":0.5873893,"about_ca_system_score_codex":0.00012065397,"about_ca_system_score_gemma":0.0023250494,"threshold_uncertainty_score":0.83747816},"labels":[],"label_agreement":null},{"id":"W7047703786","doi":"","title":"A HUMAN IN VITRO INVESTIGATION OF THE AUTISM SPECTRUM DISORDER RISK GENE SCN2A","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phenotype; Gene; Sodium channel; Autism spectrum disorder; SCN3A; Candidate gene; Disease; Neurodevelopmental disorder; Exome sequencing","score_opus":0.0048222992591598676,"score_gpt":0.18134205977883042,"score_spread":0.17651976051967055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047703786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7619314,0.00005669814,0.000013654358,0.00007364693,0.00018643297,0.00023694408,0.000074601056,0.000016737093,0.23740984],"genre_scores_gemma":[0.6984198,0.0000023882308,0.000044266824,0.000007555962,0.000039956933,0.0000031350414,0.00030126135,0.000023555755,0.3011581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878633,0.00018592244,0.00021746953,0.00033301365,0.00021191592,0.00026534798],"domain_scores_gemma":[0.9992627,0.000018575107,0.00036725716,0.00028921716,0.000012795138,0.00004947778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000074260344,0.00023314482,0.0002725031,0.00015279799,0.00027804298,0.000022652583,0.00044796112,0.000074746684,0.031167345],"category_scores_gemma":[0.0000012067009,0.00022705985,0.00015272739,0.00063619984,0.000050474617,0.0000842701,0.00011034279,0.00051045313,0.0000062444315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009637697,0.0011876007,0.5004533,0.0005186772,0.0014572397,0.000034712426,0.030938923,0.0015806537,0.106807575,0.10559968,0.0016589448,0.24879895],"study_design_scores_gemma":[0.009257163,0.0008490203,0.6568997,0.00043486516,0.0014653641,0.0000020299224,0.028941115,0.00043064906,0.06624797,0.08141632,0.15117447,0.0028813374],"about_ca_topic_score_codex":0.003445921,"about_ca_topic_score_gemma":0.00064042996,"teacher_disagreement_score":0.24591762,"about_ca_system_score_codex":0.00012130907,"about_ca_system_score_gemma":0.00012642195,"threshold_uncertainty_score":0.9697183},"labels":[],"label_agreement":null},{"id":"W7047769662","doi":"","title":"Identifying streamflow changes in western North America from 1979 to 2021 using Deep Learning approaches","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Climate change; STREAMS; Latitude; Deep water; Trend analysis; Flood forecasting","score_opus":0.02983377769514994,"score_gpt":0.24114309020025887,"score_spread":0.21130931250510893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047769662","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5520947,0.00008894499,0.0011390743,0.000080008125,0.0002496552,0.0007495018,0.000105879,0.000031046377,0.4454612],"genre_scores_gemma":[0.07549883,0.000016213233,0.0011523244,0.000022806673,0.0002438631,0.000020472233,0.0034485382,0.00007354973,0.9195234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979528,0.00022276277,0.00021553152,0.00070257444,0.0004485818,0.00045770349],"domain_scores_gemma":[0.99924415,0.00007130639,0.00020684063,0.0002743269,0.000048475842,0.00015487512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005987008,0.0003477755,0.0004049743,0.00047834497,0.00025369006,0.00014946332,0.0005478802,0.000076372344,0.82093954],"category_scores_gemma":[0.0000044577964,0.0004495559,0.0001130004,0.0010166594,0.000021999344,0.000059959424,0.0004593664,0.00066872325,0.00007576234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010147448,0.00008430823,0.0872055,0.000048138172,0.00009402265,0.000044381217,0.0037836484,0.0020285286,0.00023374344,0.000008582801,0.000032924207,0.90633476],"study_design_scores_gemma":[0.0015105135,0.00019646782,0.029751554,0.00029017692,0.00024128398,3.1868416e-7,0.18855764,0.0062277424,0.00033933533,0.000010285005,0.771643,0.0012316778],"about_ca_topic_score_codex":0.016257493,"about_ca_topic_score_gemma":0.0708426,"teacher_disagreement_score":0.9051031,"about_ca_system_score_codex":0.00009838281,"about_ca_system_score_gemma":0.000108710155,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W7047885546","doi":"","title":"THE IMPACTS OF IONIZING RADIATION ON INVERTEBRATE GROWTH, DEVELOPMENT, AND REPRODUCTION.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Bystander effect; Mating; Offspring; Acheta; Invertebrate; Cricket; Ionizing radiation; Pheromone; Wing","score_opus":0.013923127868181793,"score_gpt":0.22250702090803645,"score_spread":0.20858389303985467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047885546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1900038,0.0000861865,0.000021074706,0.00026784503,0.00038708205,0.00047542714,0.000011485302,0.000038024235,0.8087091],"genre_scores_gemma":[0.06060382,0.00008871091,0.00005132787,0.0000058690207,0.00009130779,0.0000034222985,0.00019643786,0.000023328026,0.93893576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989647,0.00006695093,0.00019119743,0.00033230748,0.00024539852,0.00019941723],"domain_scores_gemma":[0.9992899,0.000091675705,0.0002124965,0.00020809786,0.00013063508,0.00006720564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016171223,0.00016569174,0.00015542356,0.00016957118,0.00030835616,0.00006387884,0.00019239611,0.00006210864,0.062207904],"category_scores_gemma":[0.00002149373,0.00014826532,0.000049546576,0.00044377922,0.000037409503,0.000036823734,0.00007148038,0.00020313615,0.000050104136],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094227464,0.000022862021,0.0030086678,0.000078970734,0.00009909402,0.0000026701894,0.00073023717,0.0000019131262,0.00032525448,0.0034218,0.0027713343,0.98944294],"study_design_scores_gemma":[0.0014051795,0.00015351982,0.05016875,0.0003418271,0.0001092991,3.243636e-7,0.023505056,0.00021491638,0.02329122,0.00036779203,0.8999236,0.0005184951],"about_ca_topic_score_codex":0.0008101585,"about_ca_topic_score_gemma":0.0009432923,"teacher_disagreement_score":0.9889245,"about_ca_system_score_codex":0.000022795955,"about_ca_system_score_gemma":0.00017524698,"threshold_uncertainty_score":0.93864936},"labels":[],"label_agreement":null},{"id":"W7047886259","doi":"","title":"'It's just my home, you know?' Home-making and Belonging for People Labelled/with Intellectual Disability","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Agency (philosophy); Ideal (ethics); Intellectual disability; Convention on the Rights of Persons with Disabilities; Population; Disability studies; Convention; The arts","score_opus":0.015736962905884024,"score_gpt":0.26010113879999947,"score_spread":0.24436417589411544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047886259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50555617,0.00023621792,0.012125462,0.0002268094,0.0004369193,0.0017616524,0.00061226566,0.00012100986,0.47892347],"genre_scores_gemma":[0.714469,0.000022356293,0.00017362491,0.000016364262,0.0001519073,0.00002227214,0.0009730421,0.00008538924,0.28408602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979144,0.00011092924,0.00024385698,0.0008126037,0.0003262274,0.0005920314],"domain_scores_gemma":[0.9988051,0.00037948744,0.00019355844,0.00034487166,0.00012420997,0.00015276029],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014596056,0.0004593554,0.00062588166,0.00014378123,0.0007416244,0.00013034319,0.00050640205,0.00012425415,0.056387607],"category_scores_gemma":[0.000007985567,0.0004830108,0.00020995783,0.0006374411,0.00013364793,0.00027369446,0.00030632317,0.0006555132,0.000016794618],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002078224,0.00042627798,0.04156175,0.0007381959,0.00090896647,0.000017426577,0.024417363,0.00015105754,0.00006208159,0.013030399,0.0024052158,0.91420305],"study_design_scores_gemma":[0.0054735434,0.00032977265,0.0023883607,0.0004448489,0.00079181255,0.0000036068936,0.36271706,0.01145008,0.0002377941,0.002348328,0.6114766,0.002338218],"about_ca_topic_score_codex":0.00027027787,"about_ca_topic_score_gemma":0.0006578148,"teacher_disagreement_score":0.9118648,"about_ca_system_score_codex":0.00034812195,"about_ca_system_score_gemma":0.00036919367,"threshold_uncertainty_score":0.9997622},"labels":[],"label_agreement":null},{"id":"W7047888511","doi":"","title":"Improving Leadership Capacity in Primary and Community Care in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.05129179143675177,"score_gpt":0.19739604717796042,"score_spread":0.14610425574120864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047888511","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11845176,0.0001436133,0.000013941572,0.000015194899,0.00008046994,0.00017367535,0.000027085895,0.00007693448,0.8810173],"genre_scores_gemma":[0.25664964,0.0000010028176,0.00026932542,0.000024150773,0.00003771995,9.613033e-7,0.000071317016,0.00008830111,0.7428576],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990106,0.00021931318,0.0001147676,0.00027991613,0.00007852511,0.00029682732],"domain_scores_gemma":[0.99949926,0.000032646385,0.00008428114,0.00029889678,0.000020884816,0.00006405691],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011587856,0.00025068884,0.00036777294,0.00032113906,0.00005841338,0.00001948323,0.00029593927,0.0002747694,0.018585578],"category_scores_gemma":[0.0000032578628,0.00029859706,0.000038788003,0.00024934017,0.00013274222,0.00010093225,0.00025066297,0.0016233544,0.000017966864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023673738,0.0001842709,0.8010799,0.00034581497,0.00008845934,0.000057058143,0.015031978,0.000003932998,0.000041280793,0.0007100618,0.002493268,0.17994028],"study_design_scores_gemma":[0.002337108,0.00009436773,0.0029519817,0.0004410171,0.000053156276,0.0000024386525,0.2541998,0.0000046735554,0.000022893153,0.00011052193,0.7391835,0.0005985402],"about_ca_topic_score_codex":0.66404873,"about_ca_topic_score_gemma":0.87043756,"teacher_disagreement_score":0.79812795,"about_ca_system_score_codex":0.00045813687,"about_ca_system_score_gemma":0.00020194998,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W7047987349","doi":"","title":"Investigating the feasibility of co-op housing in the current housing landscape","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Current (fluid); Urban planning; Mental health; Sustainable development","score_opus":0.0944998827340408,"score_gpt":0.31863709059074313,"score_spread":0.22413720785670233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047987349","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034420557,0.00012607304,0.00011765407,0.00040432028,0.00027745368,0.00094151497,0.0001075165,0.00003249261,0.96357244],"genre_scores_gemma":[0.6642817,0.00022685385,0.00018889603,0.00006711217,0.0011717897,0.000017398306,0.00035474572,0.00013692642,0.33355457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734294,0.00042860387,0.00040517928,0.00043846475,0.0009787311,0.00040605143],"domain_scores_gemma":[0.99831647,0.00041537193,0.00039338923,0.0006037276,0.00020121198,0.000069814734],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011434949,0.000283333,0.00038651415,0.00019770241,0.00023390628,0.00010663559,0.00086267333,0.00007929923,0.1431763],"category_scores_gemma":[0.00005273875,0.00020248549,0.00020490939,0.0010408782,0.00022017975,0.000035900623,0.000500254,0.00095539604,0.000023346303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009984363,0.000079820864,0.17024909,0.00022547293,0.00004686929,0.0000137281695,0.0005330168,0.00004435294,0.00002625524,0.00015556585,0.010006089,0.8186098],"study_design_scores_gemma":[0.00086723856,0.0000653334,0.032186776,0.0006527057,0.0001404797,7.8476154e-7,0.0093030585,0.0006533815,0.00003708114,0.00015747707,0.9555582,0.0003775076],"about_ca_topic_score_codex":0.00408268,"about_ca_topic_score_gemma":0.0019709356,"teacher_disagreement_score":0.9455521,"about_ca_system_score_codex":0.00006958707,"about_ca_system_score_gemma":0.00094808685,"threshold_uncertainty_score":0.85760695},"labels":[],"label_agreement":null},{"id":"W7048074554","doi":"","title":"Investigations of the function of the Pit-accessory protein (Pap) in Sinorhizobium meliloti","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Function (biology); Mutation; Translation (biology); HT1080","score_opus":0.008849380175110508,"score_gpt":0.17412784365943607,"score_spread":0.16527846348432557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048074554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5744311,0.00007109936,0.000043045162,0.000045051667,0.00047415326,0.00087111193,0.000016511194,0.00007251567,0.4239754],"genre_scores_gemma":[0.768207,0.000009052353,0.00019266363,0.000012804964,0.000015196056,0.0000034116551,0.000014404519,0.00003113402,0.23151433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911565,0.00009620191,0.00025861384,0.0001736593,0.00021285175,0.00014301956],"domain_scores_gemma":[0.99922055,0.000032991647,0.00019409109,0.00045217338,0.00007774896,0.00002241581],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055859422,0.00019518528,0.00024353314,0.00014138134,0.000036705194,0.000010087197,0.0005498182,0.00029430442,0.004689012],"category_scores_gemma":[0.00002396989,0.00016118244,0.00013018391,0.00063047255,0.00006342812,0.00010375138,0.00007148996,0.0004064417,0.0000046495993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004191809,0.00024572393,0.016042283,0.008715712,0.00041303493,0.00000943578,0.007511396,0.0066595976,0.83827394,0.022244677,0.0041940887,0.09527094],"study_design_scores_gemma":[0.0014989907,0.00025166225,0.117341645,0.0035620641,0.00046767783,0.0000013717856,0.006280209,0.0012915521,0.77590024,0.0017130006,0.09058585,0.0011057307],"about_ca_topic_score_codex":0.00032279608,"about_ca_topic_score_gemma":0.0024222645,"teacher_disagreement_score":0.19377589,"about_ca_system_score_codex":0.00008226982,"about_ca_system_score_gemma":0.0000811578,"threshold_uncertainty_score":0.9962208},"labels":[],"label_agreement":null},{"id":"W7048077942","doi":"","title":"Investigating the Pathophysiology of Sepsis: Insights from Mechanistic and Animal Studies","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Manitoba Medical Service Foundation; McMaster University; Canadian Institutes of Health Research; Royal Alexandra Hospital Foundation; Centre for Blood Research, University of British Columbia; University of Ottawa","keywords":"Sepsis; Pathophysiology; Animal studies; Organ dysfunction; Heparin; Inflammation; Animal model; Neutrophil extracellular traps; Peritonitis","score_opus":0.022555204467321597,"score_gpt":0.24794888567207735,"score_spread":0.22539368120475575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048077942","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6533305,0.00040974698,0.000017996215,0.00014943314,0.00024309022,0.00047073315,0.00009635375,0.00003535194,0.3452468],"genre_scores_gemma":[0.28099692,0.000111370064,0.00021075884,0.000035065634,0.00016871869,0.000009335004,0.00030970282,0.000039136063,0.71811897],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989971,0.00013419101,0.00018745249,0.00032476697,0.00018971585,0.0001667572],"domain_scores_gemma":[0.9991276,0.00029200295,0.0002069144,0.00018963484,0.00012922364,0.000054570228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004036322,0.00020372539,0.00032148388,0.00009745718,0.00017158991,0.000023642275,0.00026848607,0.00007666057,0.12883928],"category_scores_gemma":[0.000017478196,0.00016668976,0.00007294894,0.00031421718,0.0001133089,0.000019904264,0.0002504131,0.0002436797,0.000028608541],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013594943,0.0000655587,0.0011696714,0.00040757825,0.0010189363,0.000027492131,0.009329031,0.000007097922,0.049839977,0.019941866,0.0029496122,0.91510725],"study_design_scores_gemma":[0.00352724,0.0009972189,0.055456877,0.0018731697,0.0016902959,2.354815e-7,0.7359315,0.0024590828,0.008867476,0.046314616,0.14123468,0.0016475661],"about_ca_topic_score_codex":0.0015226454,"about_ca_topic_score_gemma":0.0011255578,"teacher_disagreement_score":0.91345966,"about_ca_system_score_codex":0.000008808068,"about_ca_system_score_gemma":0.00008055455,"threshold_uncertainty_score":0.87195706},"labels":[],"label_agreement":null},{"id":"W7048136486","doi":"","title":"A just recovery from the COVID-19 pandemic for people with disabilities: Descriptive analysis of Canadian survey data","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Pandemic; Descriptive statistics; General Social Survey; Survey data collection; Qualitative property; Economic Justice; Survey research; Survey methodology; Public health","score_opus":0.1666370812378754,"score_gpt":0.3069446266827852,"score_spread":0.1403075454449098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048136486","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038436912,0.00023863849,0.043727394,0.0002651763,0.00046946038,0.0024762463,0.35246268,0.00005707839,0.5618664],"genre_scores_gemma":[0.49244916,0.00024559436,0.00016896389,0.00013119915,0.00036941786,0.000037298745,0.06920488,0.00014125241,0.43725222],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971806,0.00048144895,0.00032127576,0.00089442043,0.000601463,0.00052079326],"domain_scores_gemma":[0.99534243,0.0021675623,0.000376857,0.001425042,0.00031195264,0.00037617714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089486147,0.00036161923,0.00096198206,0.00050615525,0.00046631414,0.000075384596,0.0019561886,0.00012279332,0.09808278],"category_scores_gemma":[0.000127667,0.00030541205,0.00035001285,0.0028684759,0.0002462268,0.00023159992,0.00078269234,0.0005484359,0.0000046866344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004301513,0.00007750548,0.9070707,0.00006685679,0.010027797,0.0000067833753,0.0038918515,0.001044982,0.0000010350791,0.00029671754,0.046769604,0.03031603],"study_design_scores_gemma":[0.0008576182,0.00004942837,0.0078149205,0.000025798648,0.0036749814,7.550822e-7,0.079663746,0.0031567526,7.398648e-7,0.00021505971,0.90400845,0.00053177],"about_ca_topic_score_codex":0.93503237,"about_ca_topic_score_gemma":0.90946794,"teacher_disagreement_score":0.89925575,"about_ca_system_score_codex":0.0021465768,"about_ca_system_score_gemma":0.012608217,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W7048143602","doi":"","title":"Investigating the Impact of a Mindfulness Intervention on Rumination Patterns via a Source Imaging Approach","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rumination; Mindfulness; Electroencephalography; Analysis of variance; Prefrontal cortex; Neural correlates of consciousness; Brain activity and meditation; Resting state fMRI","score_opus":0.013323648135382017,"score_gpt":0.23774813313033288,"score_spread":0.22442448499495088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048143602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001172701,0.000005343608,0.04197424,0.00005621579,0.000053487645,0.0004994068,0.00006303586,0.00007947922,0.9560961],"genre_scores_gemma":[0.09166966,2.5325883e-7,0.0000295916,0.000004126492,0.00010424945,0.000007134173,0.000055932447,0.00015814434,0.9079709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883944,0.00016317015,0.0001675049,0.00030961738,0.00028078535,0.00023947259],"domain_scores_gemma":[0.99921674,0.00006858803,0.0003087707,0.0002963396,0.00004476861,0.00006481983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013785032,0.00023423175,0.00021804537,0.00029461883,0.000075609765,0.00004745868,0.00040090847,0.000058348727,0.5270319],"category_scores_gemma":[0.0000058948767,0.00019086478,0.00025682148,0.0004358853,0.00008751579,0.000024427025,0.00026584102,0.00026265776,0.00004456266],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010919419,0.00010720908,0.009950091,0.000084319785,0.00014361757,0.0000022793836,0.0001486562,0.000046751164,0.000018840503,0.00039167068,0.021931266,0.9671644],"study_design_scores_gemma":[0.0063526793,0.0006200915,0.020209182,0.003940966,0.0004917439,0.000002996906,0.023687957,0.066221654,0.0011717406,0.00032920908,0.87514406,0.001827689],"about_ca_topic_score_codex":0.01730677,"about_ca_topic_score_gemma":0.0003939049,"teacher_disagreement_score":0.9653367,"about_ca_system_score_codex":0.000040099218,"about_ca_system_score_gemma":0.000041907584,"threshold_uncertainty_score":0.98923707},"labels":[],"label_agreement":null},{"id":"W7048175759","doi":"","title":"The Introduction of Lumbering In Lavant And Darling Townships","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Hyporeflexia; Gestational period; TSG101","score_opus":0.007257959080450692,"score_gpt":0.18399553455573858,"score_spread":0.1767375754752879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048175759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81733567,0.00540916,0.00009864322,0.000030215842,0.001678093,0.00036645116,0.000016493064,0.00015654984,0.1749087],"genre_scores_gemma":[0.6689878,0.0022578058,0.00019789799,0.000002634472,0.00024775843,0.0000026272446,0.0000809465,0.0000877757,0.32813475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994496,0.000015597621,0.00014013716,0.00017941114,0.000061059196,0.00015415854],"domain_scores_gemma":[0.9997736,0.0000430577,0.00003427402,0.00010232541,0.000020702804,0.000025989233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007990021,0.00015220267,0.00016521146,0.00011507676,0.0000459927,0.00004218165,0.00012019483,0.00012441553,0.0006295372],"category_scores_gemma":[0.000007266788,0.00014481452,0.000040496838,0.0002256242,0.000019952073,0.00009076298,0.000035683785,0.00028375833,0.0000052983028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043032254,0.00006948815,0.00037668704,0.007845159,0.00067857635,0.00022817221,0.045647953,0.033938415,0.15008613,0.003225014,0.0038128563,0.7536612],"study_design_scores_gemma":[0.0006579635,0.00009477514,0.0007761793,0.0021798543,0.00031178904,0.000026609381,0.08477286,0.024879329,0.044541385,0.00057079276,0.8401297,0.0010587646],"about_ca_topic_score_codex":0.000119411205,"about_ca_topic_score_gemma":0.0043183155,"teacher_disagreement_score":0.8363168,"about_ca_system_score_codex":0.000066931236,"about_ca_system_score_gemma":0.00001243588,"threshold_uncertainty_score":0.6892991},"labels":[],"label_agreement":null},{"id":"W7048176676","doi":"","title":"Investigating Carbon Dynamics of a Young Temperate Coniferous Forest Using Long-Term Eddy Covariance Flux Observations","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures; Ministry of Environment; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Eddy covariance; Ecosystem; Growing season; Ecosystem respiration; Temperate rainforest; Soil respiration; Carbon sink; Temperate climate; Primary production; Sink (geography)","score_opus":0.021788850207872894,"score_gpt":0.22000966693710025,"score_spread":0.19822081672922737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048176676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368136,0.000015580246,0.0045578736,0.000011640271,0.0005106147,0.0003789608,0.00024958747,0.00006317831,0.057398982],"genre_scores_gemma":[0.7860102,0.000002653347,0.0011633843,0.000008964353,0.00020826892,0.0000040306018,0.0027612026,0.00010077481,0.20974053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843943,0.00005992902,0.00037634026,0.0004836236,0.00024858638,0.00039210488],"domain_scores_gemma":[0.9986748,0.000037300153,0.0005990833,0.000333459,0.00023646632,0.000118854194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005043909,0.0004141508,0.0005081374,0.00013971,0.00023507605,0.00008003861,0.00043066408,0.00013259666,0.0012012213],"category_scores_gemma":[0.000002952553,0.0005160797,0.00018576134,0.0007594364,0.00008404581,0.00020782326,0.00012215809,0.00038299433,0.000009624028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014273966,0.0003256984,0.8126128,0.0008495941,0.0016181235,0.00006162023,0.0036637885,0.027350063,0.008937708,0.057101306,0.00006319466,0.087273374],"study_design_scores_gemma":[0.011352918,0.00079288654,0.46902612,0.008314126,0.0052318317,0.000008723548,0.09413861,0.37075213,0.0036313597,0.027331058,0.0011384668,0.008281759],"about_ca_topic_score_codex":0.0025863159,"about_ca_topic_score_gemma":0.0020082241,"teacher_disagreement_score":0.34358665,"about_ca_system_score_codex":0.00021988517,"about_ca_system_score_gemma":0.0003865842,"threshold_uncertainty_score":0.9997291},"labels":[],"label_agreement":null},{"id":"W7048179453","doi":"","title":"Issue Brief: L’intégration des infirmières cliniciennes spécialisées et des infirmières praticiennes dans les milieux de soins actifs au Canada","year":2011,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Government (linguistics); Public health; Population ageing","score_opus":0.026340273442460458,"score_gpt":0.25494734257910917,"score_spread":0.22860706913664872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048179453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18617974,0.00013298127,0.056382462,0.00026316894,0.00047309507,0.00076810684,0.00055240706,0.000079635705,0.7551684],"genre_scores_gemma":[0.4196745,0.000047839505,0.002460205,0.00004427761,0.0013236126,0.000008643573,0.000110564004,0.00015442669,0.5761759],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957885,0.0006622065,0.0005407417,0.00097607356,0.00046668254,0.001565782],"domain_scores_gemma":[0.9974949,0.0004909741,0.0005031782,0.0005659281,0.0002760923,0.00066894584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021883845,0.00094968226,0.0008521077,0.00023297028,0.0010914776,0.00024124348,0.0011118321,0.00037096278,0.11617264],"category_scores_gemma":[0.00007586893,0.0010026831,0.0004064937,0.0006847835,0.0018328878,0.0007051617,0.0006253041,0.00093708985,0.00028485447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002492047,0.0006193493,0.22076866,0.00025104202,0.0006518339,0.00007807107,0.005584033,0.000918849,0.0008279207,0.04166798,0.0027508752,0.7256322],"study_design_scores_gemma":[0.0009800772,0.0003678019,0.05818072,0.00063290953,0.00031110074,0.0000028165691,0.017835926,0.00033735542,0.0035638146,0.00027196217,0.9165603,0.0009552271],"about_ca_topic_score_codex":0.86929935,"about_ca_topic_score_gemma":0.9631295,"teacher_disagreement_score":0.9138094,"about_ca_system_score_codex":0.0013298244,"about_ca_system_score_gemma":0.005597199,"threshold_uncertainty_score":0.99924237},"labels":[],"label_agreement":null},{"id":"W7048227460","doi":"","title":"LabPrac Methods 2024","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Practicum; Focus (optics); Focus group; Rigour","score_opus":0.01437938395487539,"score_gpt":0.23002625797850257,"score_spread":0.21564687402362717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048227460","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016834182,0.002261853,0.10026081,0.00004611055,0.0011713714,0.00012486023,0.000023264745,0.0008265889,0.8936017],"genre_scores_gemma":[0.025882753,0.00028933777,0.020033315,0.000055865647,0.00015480183,0.0000012494497,0.000008506981,0.00006969514,0.9535045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999389,0.00003112721,0.00008108144,0.00020468757,0.0000549275,0.00023919056],"domain_scores_gemma":[0.9997079,0.00006177192,0.00000654134,0.00012977107,0.000012711351,0.000081304024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008435369,0.00015378337,0.00012729515,0.00012055539,0.000041150113,0.000082725004,0.00017705376,0.000086706386,0.05820682],"category_scores_gemma":[0.0000026096952,0.0001627606,0.00008223198,0.00047585022,0.00002440519,0.0002448109,0.000070208385,0.00019835815,0.00044997004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013175763,0.00001212552,0.000014101609,0.00030772123,0.00017909303,0.0003955032,0.00085919764,0.0031299558,0.04861575,0.0033975854,0.021962216,0.92111355],"study_design_scores_gemma":[0.000107129985,0.00001563346,0.0000063618,0.00006238805,0.000041461924,0.000018180834,0.0005675447,0.028361669,0.013168224,0.0002547507,0.95719993,0.0001967149],"about_ca_topic_score_codex":0.000024714946,"about_ca_topic_score_gemma":0.000030573556,"teacher_disagreement_score":0.9352377,"about_ca_system_score_codex":0.00008091502,"about_ca_system_score_gemma":0.000014751118,"threshold_uncertainty_score":0.94265413},"labels":[],"label_agreement":null},{"id":"W7048364421","doi":"","title":"INVESTIGATING THE IMMUNOBIOLOGY OF IgE+ B CELLS AND REGULATORY B CELLS IN ALLERGIC ASTHMA","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University Medical Centre","funders":"McMaster University","keywords":"Degranulation; Immunoglobulin E; Regulatory B cells; Asthma; Allergic asthma; Allergic inflammation; Allergen; Antibody","score_opus":0.011156752857216488,"score_gpt":0.2069079089234568,"score_spread":0.19575115606624033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048364421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.850038,0.00015142374,0.0000032099563,0.000034743625,0.0003021563,0.0001586486,0.000021687778,0.00002033337,0.14926982],"genre_scores_gemma":[0.87396556,0.000017212968,0.000104121034,0.000009912571,0.000050983163,0.0000012929768,0.00006221891,0.000023338473,0.12576532],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989928,0.00010880724,0.00022041166,0.00035392804,0.00007718644,0.00024687464],"domain_scores_gemma":[0.9990337,0.00007889507,0.00036310978,0.00043427496,0.000051479627,0.000038547103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012544419,0.00024787115,0.00038425598,0.00014077386,0.00018267988,0.000025965179,0.00053442764,0.00026511418,0.0054320083],"category_scores_gemma":[0.0000045388856,0.00022826238,0.000095797535,0.0001453491,0.00025769178,0.000112719696,0.000109608285,0.0005127937,0.000013237859],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006471745,0.00019595066,0.077674285,0.00047023327,0.00078784145,0.000042495627,0.0112246545,0.00014346345,0.16394323,0.031147294,0.0004719076,0.7138339],"study_design_scores_gemma":[0.004319547,0.00033241397,0.020474354,0.0014974831,0.00038937558,0.0000071307245,0.41032997,0.00020240575,0.24496913,0.0054136813,0.31012467,0.0019398554],"about_ca_topic_score_codex":0.0023243076,"about_ca_topic_score_gemma":0.0010529613,"teacher_disagreement_score":0.7118941,"about_ca_system_score_codex":0.000026888083,"about_ca_system_score_gemma":0.00009071715,"threshold_uncertainty_score":0.99547714},"labels":[],"label_agreement":null},{"id":"W7048427771","doi":"","title":"Laser Powder Bed Fusion of Low and Negative Thermal Expansion Metamaterials","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Fabrication; Thermal expansion; Fusion; Metamaterial; Laser; Negative thermal expansion; Thermal; Fusion power; Layer (electronics)","score_opus":0.008515182714901495,"score_gpt":0.22114069847277146,"score_spread":0.21262551575786998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048427771","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5018848,0.000042259315,0.000008718036,0.00003870998,0.00019322164,0.00035140367,0.0000703588,0.000017022345,0.4973935],"genre_scores_gemma":[0.22992328,0.00001635504,0.0001001618,0.00000743803,0.000080091326,0.000003263863,0.00026808007,0.000029248851,0.7695721],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871135,0.0001164365,0.00023587918,0.00041163675,0.0002969013,0.00022778861],"domain_scores_gemma":[0.9993322,0.00006545759,0.0001689004,0.00020373595,0.00013598712,0.00009370373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008618576,0.00028180055,0.0003764976,0.00021153648,0.00008166616,0.00007093999,0.00021502821,0.00012940768,0.78110534],"category_scores_gemma":[0.0000032600935,0.00026649897,0.00012776403,0.00028577397,0.000056552126,0.000054356384,0.00020172876,0.00021822976,0.00006889232],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003353273,0.00011112987,0.0002946505,0.00059558847,0.00027199002,0.000028910083,0.0017997482,0.0000030235963,0.0939162,0.0008868116,0.0011002282,0.9006564],"study_design_scores_gemma":[0.005639721,0.000659179,0.0091907615,0.0029471947,0.0013852331,0.0000010271674,0.063459255,0.0008054368,0.61668766,0.00060708646,0.29676592,0.0018515179],"about_ca_topic_score_codex":0.0009345341,"about_ca_topic_score_gemma":0.00025287844,"teacher_disagreement_score":0.89880484,"about_ca_system_score_codex":0.000011879145,"about_ca_system_score_gemma":0.0001119908,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W7048665261","doi":"","title":"Machine Learning Predictions of Alternate Level of Care (ALC) in Canada: From Emergency Department to the in-Hospital Stage","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Identification (biology); Health care; Stage (stratigraphy); Point (geometry); Point of care","score_opus":0.012876341161614116,"score_gpt":0.22239847584465702,"score_spread":0.2095221346830429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048665261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59949046,0.00021220127,0.000097515614,0.00010894635,0.0003353652,0.00058639265,0.0018450845,0.0000033831448,0.39732063],"genre_scores_gemma":[0.6750549,0.000032969925,0.000040329847,0.0000017784726,0.000022502483,0.0000052590003,0.0011110259,0.000011361387,0.32371986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881184,0.00009484466,0.00029404034,0.00027354367,0.00032598415,0.00019972616],"domain_scores_gemma":[0.9993892,0.000033189073,0.00017413449,0.0002054273,0.000135815,0.00006228817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003526732,0.00016512768,0.00026641475,0.0001342095,0.000046202607,0.000007483786,0.00033724614,0.000038331415,0.43741882],"category_scores_gemma":[0.000005240995,0.00016655112,0.00007904232,0.00045596287,0.000009171028,0.00001911814,0.0001577003,0.00030521385,0.000002415765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019064189,0.00022536442,0.57380533,0.00021678419,0.00023370721,0.00006920122,0.0055457773,0.0040806476,0.00033933326,0.00051679276,0.0006296739,0.41414678],"study_design_scores_gemma":[0.001904224,0.00028556967,0.4199202,0.00048915896,0.00012694902,4.697468e-8,0.17784247,0.001742321,0.0016429812,0.000010992968,0.39554492,0.00049017725],"about_ca_topic_score_codex":0.9520131,"about_ca_topic_score_gemma":0.99302334,"teacher_disagreement_score":0.4374164,"about_ca_system_score_codex":0.00012850494,"about_ca_system_score_gemma":0.0007598793,"threshold_uncertainty_score":0.6791758},"labels":[],"label_agreement":null},{"id":"W7048670486","doi":"","title":"L'intégration des infirmières cliniciennes spécialisées et des infirmières praticiennes dans les milieux de soins actifs au Canada","year":2011,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Disease; Public health","score_opus":0.03329683220603641,"score_gpt":0.24304333698344538,"score_spread":0.20974650477740897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048670486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5848182,0.00019046497,0.0026709745,0.00017572382,0.0005601354,0.0003285456,0.00015235807,0.00014480195,0.4109588],"genre_scores_gemma":[0.6241397,0.00007861103,0.002000125,0.00006449123,0.0005492464,0.000005773353,0.00006339571,0.00015576971,0.37294286],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968816,0.00046253786,0.00048720514,0.00084408885,0.00023811209,0.0010864689],"domain_scores_gemma":[0.9980802,0.00037204192,0.00045658508,0.0005840194,0.0002131907,0.00029396493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022028472,0.0008243609,0.00075709884,0.00031859666,0.00085918466,0.00012235141,0.0009300319,0.0006036087,0.06310624],"category_scores_gemma":[0.00010045763,0.00088510854,0.00029155845,0.00068652106,0.00142602,0.0005179404,0.00041141253,0.0007681716,0.000139395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041137722,0.00032156918,0.6466241,0.00031182784,0.00064549263,0.0000884426,0.010704077,0.0002833902,0.0012056676,0.08418244,0.0009612256,0.25463063],"study_design_scores_gemma":[0.00088026107,0.0002413586,0.028091509,0.0006639035,0.0005400447,0.000021068949,0.11385116,0.0001207572,0.0031022443,0.00088443805,0.8505277,0.0010755577],"about_ca_topic_score_codex":0.9551283,"about_ca_topic_score_gemma":0.9959991,"teacher_disagreement_score":0.84956646,"about_ca_system_score_codex":0.0010847707,"about_ca_system_score_gemma":0.0033599276,"threshold_uncertainty_score":0.99935997},"labels":[],"label_agreement":null},{"id":"W7048747939","doi":"","title":"Measuring and modelling thermal and moisture regimes in seasonally frozen soils, Wolf Creek, Yukon Territory","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infiltration (HVAC); Snowmelt; Soil water; Snow; Hydrology (agriculture); Precipitation; Moisture; Water content; Surface runoff; Subarctic climate; Permafrost","score_opus":0.015012807456701499,"score_gpt":0.1991440618312029,"score_spread":0.1841312543745014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048747939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3757399,0.00028742154,0.0001105958,0.000056682096,0.000078596444,0.00034075583,0.000019168265,0.0000147250785,0.62335217],"genre_scores_gemma":[0.24405347,0.00003820051,0.00018630947,0.000010030366,0.00009501385,0.000002511855,0.0001293479,0.00002939756,0.75545573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986255,0.00009341459,0.00016514181,0.00051175983,0.00029355366,0.00031063773],"domain_scores_gemma":[0.9994428,0.000054904107,0.00011708129,0.00020412625,0.00006551001,0.00011557749],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010223685,0.0002783752,0.00031723906,0.0001661853,0.00011164183,0.00014357465,0.00024287647,0.00016394653,0.11423821],"category_scores_gemma":[0.0000015964612,0.00032917163,0.00006762926,0.00013989006,0.00003880974,0.00008336795,0.0001580615,0.0004890908,0.000010925316],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031845304,0.00008512177,0.057621256,0.00038357408,0.00014378947,0.000045145818,0.0014762892,0.00047135397,0.000601756,0.0008250089,0.0004472662,0.937581],"study_design_scores_gemma":[0.011075166,0.00038382184,0.16095103,0.002823669,0.0005171589,0.000002824388,0.061046623,0.059037056,0.00050903595,0.00037797372,0.70027053,0.0030051018],"about_ca_topic_score_codex":0.005723689,"about_ca_topic_score_gemma":0.0046969363,"teacher_disagreement_score":0.93457586,"about_ca_system_score_codex":0.000026556081,"about_ca_system_score_gemma":0.00013621898,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W7048857540","doi":"","title":"Modelling the fill-and-spill dynamics and wildfire impacts on the hydrological connectivity of ephemeral wetlands in a rock barrens landscape","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Ephemeral key; Hydrology (agriculture); Water balance; Disturbance (geology); Water table; Bedrock; Evapotranspiration; Surface runoff","score_opus":0.011263498039204506,"score_gpt":0.21256037804415412,"score_spread":0.2012968800049496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048857540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6935956,0.000047842128,0.000109431174,0.000537295,0.000034462402,0.0002665798,0.000036935588,0.0000051315437,0.30536672],"genre_scores_gemma":[0.92570776,0.00005033281,0.000012860061,0.000021159913,0.000030281939,0.0000027405604,0.0001410751,0.000010145421,0.07402367],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998937,0.00014506215,0.00015936336,0.00031707392,0.00020673162,0.00023476566],"domain_scores_gemma":[0.9992576,0.00030092665,0.00012203265,0.00020869066,0.000044730252,0.00006599816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013227807,0.00021348355,0.00027918868,0.000077925775,0.00014609653,0.00005183805,0.00021553226,0.00010768294,0.100732155],"category_scores_gemma":[0.000010099203,0.00014396275,0.000081823564,0.00026630732,0.000044450077,0.00002023545,0.00014367476,0.0004693794,0.000001835437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019509277,0.00070534454,0.17155509,0.00040351192,0.00072477804,0.00012260706,0.00544939,0.013341208,0.00036098613,0.04887553,0.0016554138,0.7548552],"study_design_scores_gemma":[0.002989475,0.0005511063,0.032516662,0.0005106734,0.00021600725,0.0000022323266,0.03630651,0.9030612,0.00021391275,0.0005777064,0.022346757,0.00070775754],"about_ca_topic_score_codex":0.001731396,"about_ca_topic_score_gemma":0.00410475,"teacher_disagreement_score":0.88971996,"about_ca_system_score_codex":0.000013868095,"about_ca_system_score_gemma":0.00007418745,"threshold_uncertainty_score":0.9000899},"labels":[],"label_agreement":null},{"id":"W7048886656","doi":"","title":"MORAL INJURY IN THE FORENSIC PSYCHIATRIC POPULATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Shame; Moral injury; Recidivism; Population; Moral disengagement; Construct (python library); Poison control; Constructive","score_opus":0.01341701820174842,"score_gpt":0.24203661533025136,"score_spread":0.22861959712850294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048886656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098592885,0.0000107521755,0.000008730634,0.00020539033,0.000305438,0.00055800664,0.000030256579,0.000032039632,0.9002565],"genre_scores_gemma":[0.12926824,0.000005824427,0.000050586703,0.000021456353,0.00016459664,0.0000064673577,0.00088375673,0.000025129959,0.86957395],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987272,0.00012038127,0.00019413629,0.0003206247,0.00035062231,0.0002870534],"domain_scores_gemma":[0.99951625,0.00004657213,0.00012552425,0.00022358718,0.000043105927,0.000044968652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001142399,0.00021094894,0.00019367415,0.00035980536,0.00012485567,0.00007194701,0.00046279095,0.00010021601,0.4560858],"category_scores_gemma":[0.0000028803768,0.00019244886,0.00012846512,0.0011915071,0.00001636496,0.00003738775,0.00006519177,0.000396675,0.00019096857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009414778,0.000058148835,0.03575218,0.000049816263,0.00002661812,0.000012845572,0.00040474508,0.000007687066,0.000013179944,0.0062127206,0.00988143,0.94748646],"study_design_scores_gemma":[0.001398126,0.00016753239,0.5296972,0.00012432107,0.00015476192,2.568987e-7,0.027023926,0.00045498132,0.000024837866,0.002666039,0.43765238,0.0006356545],"about_ca_topic_score_codex":0.0063146087,"about_ca_topic_score_gemma":0.0064609475,"teacher_disagreement_score":0.94685084,"about_ca_system_score_codex":0.000022727414,"about_ca_system_score_gemma":0.000064143416,"threshold_uncertainty_score":0.9545841},"labels":[],"label_agreement":null},{"id":"W7048919863","doi":"","title":"Nursing Graduate Program Handbook, 2019-2020","year":2019,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Home Office; Division of Graduate Education; McMaster University","keywords":"Quality (philosophy); Nurse education; Health care; Nursing research; Balance (ability); Team nursing","score_opus":0.01808644246643034,"score_gpt":0.24311642587105473,"score_spread":0.22502998340462438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048919863","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009460373,0.00015145208,0.00078605214,0.00025576778,0.00031542178,0.0013077763,0.00007822378,0.0002086212,0.9968872],"genre_scores_gemma":[0.000060729843,0.000028571674,0.0009602694,0.000017764705,0.0003577954,0.0000043069517,0.000107932734,0.00020173575,0.9982609],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830693,0.00008604701,0.00014972036,0.0005654809,0.00038904292,0.0005027851],"domain_scores_gemma":[0.99909294,0.00002534158,0.0001719057,0.00048064033,0.000051015515,0.00017815562],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004495194,0.0003757027,0.00036863977,0.00022662459,0.00007733184,0.00010433834,0.0005510478,0.0001457115,0.9501005],"category_scores_gemma":[0.0000011385623,0.00040318866,0.0001882458,0.00037836292,0.00012969766,0.00002378354,0.00024215032,0.00040030014,0.0025880816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013912257,0.0001037923,0.00016384784,0.000030191071,0.00007263436,0.000013842137,0.000030662402,4.389678e-7,0.000016032152,0.0005815217,0.46633402,0.53263915],"study_design_scores_gemma":[0.0010609957,0.00011382497,0.00006793163,0.0005376149,0.000089990775,4.994785e-7,0.0004871371,0.000108889144,0.000036518133,0.000028493094,0.99705666,0.0004114489],"about_ca_topic_score_codex":0.0015394142,"about_ca_topic_score_gemma":0.00011206112,"teacher_disagreement_score":0.9475124,"about_ca_system_score_codex":0.000030739484,"about_ca_system_score_gemma":0.00014821877,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W7049149048","doi":"","title":"ncovering the Complexity of Food/Nutrition, Physical Activity and Mental Health among Arab Immigrants/Refugees in Ontario, Canada: The Can-Heal Study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Participatory action research; Food security; Citizen journalism; Physical activity; Qualitative research","score_opus":0.01582469063298222,"score_gpt":0.23482558431457648,"score_spread":0.21900089368159426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049149048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495033,0.000037375354,0.0000018832251,0.0006859792,0.0001237042,0.0013012992,0.0001714603,0.000006265438,0.04816875],"genre_scores_gemma":[0.9152687,0.0000030162084,0.0000026440152,0.000008730901,0.000034570985,0.000009427108,0.00009672564,0.000011674705,0.0845645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998644,0.00018278098,0.0001696344,0.00034418635,0.00038643507,0.00027299265],"domain_scores_gemma":[0.99944735,0.000062400184,0.00015012418,0.00022029207,0.000045287903,0.00007455901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010839671,0.00023227319,0.00034315826,0.00007912253,0.00025079207,0.00005545522,0.0003209877,0.000033296703,0.03063992],"category_scores_gemma":[0.0000011353239,0.0001778882,0.0000783788,0.0003034031,0.00014108593,0.000032839627,0.00018042633,0.00063294236,6.8934133e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011476561,0.003490903,0.24027549,0.0012526655,0.0013321571,0.000051283616,0.04919301,0.000035903315,0.0003865521,0.006477205,0.009092582,0.68726456],"study_design_scores_gemma":[0.0016509658,0.00040434612,0.8528819,0.00029003594,0.000087915236,3.2911078e-7,0.091503784,0.00034996998,0.00017075021,0.0001573803,0.052193712,0.0003088816],"about_ca_topic_score_codex":0.9917593,"about_ca_topic_score_gemma":0.99970853,"teacher_disagreement_score":0.6869557,"about_ca_system_score_codex":0.00022305224,"about_ca_system_score_gemma":0.0010329732,"threshold_uncertainty_score":0.9702462},"labels":[],"label_agreement":null},{"id":"W7050781433","doi":"","title":"Berge Metrics","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Set (abstract data type); Relation (database); Selection (genetic algorithm); Identification (biology); Sequence (biology)","score_opus":0.01499229350419343,"score_gpt":0.23993030186277445,"score_spread":0.22493800835858102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050781433","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017420521,0.00004724716,0.000087615415,0.00007340702,0.00042363597,0.00032829444,0.00006284629,0.000031735628,0.9972032],"genre_scores_gemma":[0.009171096,0.000014742881,0.000106878186,0.000007830974,0.00017423114,0.0000021448438,0.0005087063,0.000027644674,0.9899867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986314,0.000050338775,0.00015738745,0.0004273304,0.00038225713,0.00035124092],"domain_scores_gemma":[0.998879,0.0000453306,0.0002459835,0.00051743304,0.00015660042,0.00015562991],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007304972,0.00028185916,0.0002949829,0.0003026983,0.00032397895,0.0001610446,0.0008400434,0.00014419541,0.9717274],"category_scores_gemma":[0.000008820315,0.00032031682,0.00019786824,0.00031882126,0.000038186314,0.00005367643,0.00013315708,0.00039983934,0.00047934643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005010765,0.000062205705,0.0018907369,0.000054059616,0.0001079673,0.000028118344,0.000095444324,5.4495e-7,0.00010487751,0.003454817,0.014314055,0.97983706],"study_design_scores_gemma":[0.00059710775,0.000039100385,0.002185984,0.000057486293,0.000107219435,1.0070309e-7,0.0020924702,0.000050727223,0.00038992794,0.000073931034,0.99409425,0.00031168686],"about_ca_topic_score_codex":0.0019511995,"about_ca_topic_score_gemma":0.0011665974,"teacher_disagreement_score":0.9797802,"about_ca_system_score_codex":0.000023655315,"about_ca_system_score_gemma":0.00019877365,"threshold_uncertainty_score":0.9999249},"labels":[],"label_agreement":null},{"id":"W7051687255","doi":"","title":"Primary Health Care (PHC) Registered Nurses (RNs) as facilitators of healthcare access for recent immigrants in Ontario: An interpretive descriptive study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Health care; Immigration; Population; Qualitative research; Descriptive research; Confidentiality; Government (linguistics); Scope (computer science)","score_opus":0.03211461957274588,"score_gpt":0.3161984404511446,"score_spread":0.28408382087839873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051687255","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59111094,0.00040028364,0.000038382615,0.0002776116,0.00088251225,0.00650234,0.00090671703,0.000044047756,0.39983717],"genre_scores_gemma":[0.4123701,0.000025521445,0.00011721893,0.00007043337,0.000043928205,0.000091929476,0.0018504607,0.00006930608,0.5853611],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99718386,0.000322347,0.0005802118,0.0009447075,0.0004665927,0.0005023026],"domain_scores_gemma":[0.99835926,0.00008070767,0.00038806238,0.00046549793,0.00048011672,0.00022635079],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016246275,0.00045956916,0.0007738242,0.0005384039,0.0001266666,0.00010904442,0.0007803253,0.00013890013,0.13672389],"category_scores_gemma":[0.000009987459,0.0005073908,0.00020341782,0.0005821462,0.000057508045,0.0001440174,0.00022541599,0.00064151624,0.000010206599],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002811938,0.0006478004,0.028859042,0.0014293157,0.00030359064,0.000033536802,0.21576922,0.0000040132445,0.00003055789,0.0004360881,0.0011304979,0.7485444],"study_design_scores_gemma":[0.001903358,0.0024785108,0.0295768,0.0012071016,0.00012507121,1.8292025e-7,0.7671576,0.000010065481,0.00008718698,0.000073120544,0.19690016,0.00048086361],"about_ca_topic_score_codex":0.65015846,"about_ca_topic_score_gemma":0.9133728,"teacher_disagreement_score":0.74806356,"about_ca_system_score_codex":0.0011177622,"about_ca_system_score_gemma":0.0029615476,"threshold_uncertainty_score":0.9997378},"labels":[],"label_agreement":null},{"id":"W7051805623","doi":"","title":"Phase Transformation Kinetics in Medium-Mn Third-Generation Advanced High Strength Steels","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; ArcelorMittal; McMaster University; International Zinc Association; Canadian Light Source","keywords":"Austenite; Cementite; Microstructure; Kinetics; Ferrite (magnet); Annealing (glass); Atom probe; Bainite","score_opus":0.01127008461012866,"score_gpt":0.2446276621071223,"score_spread":0.23335757749699365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051805623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13752562,0.00008388025,0.00047164783,0.00029052017,0.00065319304,0.0008754686,0.00024319405,0.000058947244,0.85979754],"genre_scores_gemma":[0.25912613,0.000040168015,0.00022511082,0.000012559036,0.00021621314,0.000012960043,0.0053678663,0.000038979222,0.73496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829566,0.000092597234,0.0003709731,0.0004617573,0.00044069884,0.00033828017],"domain_scores_gemma":[0.999354,0.000038224505,0.00013872908,0.0002332176,0.000121848425,0.00011399973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008528767,0.00034166288,0.00031258253,0.0004162738,0.00007902648,0.00012194032,0.00031587394,0.00017165525,0.49788895],"category_scores_gemma":[0.0000032010507,0.00038427618,0.00012520379,0.00066949904,0.000025620076,0.00012783064,0.0000484118,0.00050014234,0.00012641613],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017656367,0.00039880656,0.00001617685,0.00019623541,0.00007659514,0.000024753846,0.0014384827,0.00009894293,0.009889031,0.004243697,0.0016838717,0.98175687],"study_design_scores_gemma":[0.006658049,0.00056230393,0.00026932146,0.00038285076,0.0002592301,3.059841e-7,0.014353953,0.00456027,0.026683375,0.0001895411,0.94533473,0.00074603676],"about_ca_topic_score_codex":0.0005802031,"about_ca_topic_score_gemma":0.005451644,"teacher_disagreement_score":0.9810108,"about_ca_system_score_codex":0.00006843406,"about_ca_system_score_gemma":0.00020066786,"threshold_uncertainty_score":0.99986094},"labels":[],"label_agreement":null},{"id":"W7051809684","doi":"","title":"The Politics of Withdrawal","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Politics; State (computer science); Relation (database); Action (physics); Order (exchange); Scope (computer science); Political philosophy; Argument (complex analysis)","score_opus":0.0072023047747331835,"score_gpt":0.22167756975549108,"score_spread":0.2144752649807579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051809684","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006491807,0.00014044,0.000024636367,0.00015367958,0.00031411432,0.00024206305,0.000044987442,0.000016796379,0.9925715],"genre_scores_gemma":[0.019542534,0.000011529883,0.000028848739,0.0000037184864,0.00011437784,0.0000014065891,0.00011565008,0.000018944105,0.980163],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902934,0.000043551663,0.00016685587,0.0002229109,0.00028719008,0.0002501636],"domain_scores_gemma":[0.999377,0.00007972915,0.00010344932,0.00024704906,0.00012257916,0.000070156966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005622804,0.00017382925,0.0001708061,0.000096996075,0.00017017835,0.00007069913,0.00042358128,0.00006945435,0.67295104],"category_scores_gemma":[0.0000024792218,0.00014319092,0.00014485893,0.0003119111,0.00006982073,0.000014344413,0.00011598924,0.00030662434,0.00012397314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000518375,0.00003796691,0.00041337666,0.0001542195,0.00018824078,0.000011989787,0.0004685128,0.0000014771421,0.00018554526,0.08482285,0.013908318,0.89975566],"study_design_scores_gemma":[0.00022390399,0.00004597701,0.00035435328,0.00009653138,0.00010541986,1.0991329e-7,0.012353681,0.000096046795,0.0005616163,0.0005454264,0.985476,0.00014092278],"about_ca_topic_score_codex":0.0010965841,"about_ca_topic_score_gemma":0.0008675711,"teacher_disagreement_score":0.9715677,"about_ca_system_score_codex":0.000014520561,"about_ca_system_score_gemma":0.0002333509,"threshold_uncertainty_score":0.58391565},"labels":[],"label_agreement":null},{"id":"W7051844113","doi":"","title":"PREDICTORS OF ORAL ANTICOAGULANT-ASSOCIATED ADVERSE EVENTS IN SENIORS TRANSITIONING FROM HOSPITAL TO HOME: A RETROSPECTIVE COHORT STUDY","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University; Cancer Care Ontario","keywords":"Retrospective cohort study; Adverse effect; Proportional hazards model; Cohort study; Orthopedic surgery; Cohort; Emergency department; Incidence (geometry); Anticoagulant","score_opus":0.005241406183217631,"score_gpt":0.21540269955671107,"score_spread":0.21016129337349343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051844113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87506974,0.0000022461486,0.00004602701,0.000016071437,0.00034095172,0.0020701168,0.0003130947,0.00002033899,0.122121416],"genre_scores_gemma":[0.82183504,0.0000011334575,0.000028257737,0.0000022430393,0.000021969778,0.0000070341525,0.0007869213,0.000025565276,0.17729181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787337,0.00018758688,0.00034474634,0.0006196375,0.00063113566,0.00034350128],"domain_scores_gemma":[0.99909073,0.000044620156,0.0002553927,0.00028364296,0.00020789188,0.00011773567],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014299087,0.00032333488,0.00066388154,0.00037589393,0.000067340734,0.000012498598,0.00037263535,0.00013758268,0.27036425],"category_scores_gemma":[0.000008778903,0.00038413348,0.00017118719,0.00082012784,0.000020802368,0.000068140864,0.00010223754,0.00038495852,0.00004218453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023857826,0.0008416718,0.98312736,0.000021675081,0.0005561075,0.000023214992,0.0037172115,0.000051312574,0.00020417324,0.00001935533,0.000097440556,0.011101893],"study_design_scores_gemma":[0.002765193,0.0004820567,0.9607668,0.00021763319,0.00024865894,1.69914e-8,0.034418114,0.00011114126,0.00009662577,0.0000072836347,0.00054677547,0.0003397307],"about_ca_topic_score_codex":0.015652241,"about_ca_topic_score_gemma":0.0066025387,"teacher_disagreement_score":0.27032205,"about_ca_system_score_codex":0.00013601847,"about_ca_system_score_gemma":0.00016698513,"threshold_uncertainty_score":0.99986106},"labels":[],"label_agreement":null},{"id":"W7051958341","doi":"","title":"Optofluidic Detection of Aqueous Ammonia and Parasitic Cysts","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cryptosporidium; Aqueous solution; Cryptosporidium parvum; Ammonia; Microfluidics; Giardia; Giardia lamblia","score_opus":0.006902335356654934,"score_gpt":0.21965399595164126,"score_spread":0.21275166059498632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051958341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26387694,0.00017492581,0.00011441778,0.000018535004,0.00015611779,0.00037468498,0.00004626025,0.000020037578,0.7352181],"genre_scores_gemma":[0.40522468,0.000022586177,0.00003029149,0.000003200059,0.000029914772,0.000004028608,0.00015186377,0.00001662156,0.5945168],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988811,0.000098056604,0.00017867131,0.00033466553,0.00029139558,0.00021611342],"domain_scores_gemma":[0.9994239,0.000050947456,0.00016596568,0.0001967594,0.00007319746,0.00008920856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006017231,0.00020280821,0.00025678068,0.000216216,0.0001587345,0.000029804329,0.00018832428,0.0000744462,0.73465383],"category_scores_gemma":[0.0000026954128,0.00024684652,0.00009672561,0.0003390053,0.00004063293,0.000029539226,0.00009235686,0.00029668972,0.0000129534665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016748428,0.0000777403,0.0010462372,0.00013826511,0.00009251804,0.000027718319,0.00028248577,0.0000019756842,0.015479802,0.000458623,0.00017652995,0.9820506],"study_design_scores_gemma":[0.002134097,0.0005364325,0.01048318,0.00012987864,0.0003545372,0.000003279084,0.018100515,0.0002629694,0.024820732,0.00012108427,0.9423856,0.00066767],"about_ca_topic_score_codex":0.0026867224,"about_ca_topic_score_gemma":0.0008380144,"teacher_disagreement_score":0.98138297,"about_ca_system_score_codex":0.000026810956,"about_ca_system_score_gemma":0.00010416105,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W7052004312","doi":"","title":"Québec Labour: Days of Glory or the Same Old Story","year":2012,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glory; Gloom; Ridiculous; Government (linguistics)","score_opus":0.01001868472534118,"score_gpt":0.162270735608263,"score_spread":0.15225205088292182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052004312","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3591511,0.00068391947,0.0020289654,0.00018123677,0.0009957531,0.00022908492,0.000042235748,0.00052222743,0.6361655],"genre_scores_gemma":[0.9013265,0.000045731496,0.0001620437,0.000036405483,0.00014479892,2.85762e-7,0.0000013352278,0.000041740295,0.09824121],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994948,0.000017344388,0.00007212629,0.000076533535,0.00009625663,0.00024295907],"domain_scores_gemma":[0.9996316,0.000045769746,0.000023117142,0.00020174371,0.000016323704,0.00008144715],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005401247,0.00012579712,0.0001310095,0.000041194984,0.00004988005,0.000009991261,0.00022684575,0.000048617447,0.0099681225],"category_scores_gemma":[0.000003875673,0.00009140242,0.000057076344,0.00024377603,0.000039279603,0.00023014477,0.00006846336,0.00017877706,0.000059706064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017961889,0.00023884178,0.012600657,0.00086416776,0.000892818,0.000057848247,0.013035768,0.024493469,0.036518827,0.09209413,0.012970499,0.80605334],"study_design_scores_gemma":[0.00021360545,0.000016042755,0.0028817484,0.000021808592,0.000027852977,0.0000024842448,0.0010525011,0.0009009571,0.0005721554,0.000008771993,0.99414885,0.00015322334],"about_ca_topic_score_codex":0.0007341654,"about_ca_topic_score_gemma":0.00046850232,"teacher_disagreement_score":0.98117834,"about_ca_system_score_codex":0.0001118356,"about_ca_system_score_gemma":0.000018256667,"threshold_uncertainty_score":0.9909369},"labels":[],"label_agreement":null},{"id":"W7052093117","doi":"","title":"Process-Structure-Property Relationships in Selective Laser Melting of Aerospace Alloys","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Invar; Residual stress; Selective laser melting; Thermal expansion; Laser; Ultimate tensile strength; Corrosion; Aerospace","score_opus":0.013089978216161393,"score_gpt":0.2277277741986164,"score_spread":0.214637795982455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052093117","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14593862,0.00001291991,0.000028904862,0.000044870103,0.00009264066,0.0006486862,0.00005406347,0.000014849616,0.85316443],"genre_scores_gemma":[0.4689463,0.0000014102408,0.000085198764,0.0000026462992,0.000021436252,0.0000018024604,0.00021499764,0.000017669132,0.53070855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985033,0.00015500395,0.0002604558,0.0004430867,0.00033912525,0.00029900376],"domain_scores_gemma":[0.99905455,0.00009194043,0.0002881235,0.00023612795,0.00026012305,0.000069127265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000105577994,0.00026856226,0.0003601264,0.00026837224,0.00009397309,0.00002843156,0.00036452737,0.00017585675,0.42050585],"category_scores_gemma":[0.000017592496,0.00024757342,0.00009987402,0.0007825555,0.000032626955,0.000074598385,0.000076442564,0.0007194016,0.0000385212],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096379785,0.00037014694,0.34810394,0.0011954408,0.0003992337,0.00001875023,0.008163504,0.00082396157,0.0066768983,0.0025849175,0.0032539822,0.62744546],"study_design_scores_gemma":[0.014242807,0.0008657975,0.19745055,0.00306809,0.00080373767,0.000002083492,0.2519628,0.0066466113,0.073113136,0.001236399,0.44644502,0.004162957],"about_ca_topic_score_codex":0.0015798222,"about_ca_topic_score_gemma":0.004506038,"teacher_disagreement_score":0.6232825,"about_ca_system_score_codex":0.000043251755,"about_ca_system_score_gemma":0.0003214272,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W7052120168","doi":"","title":"Polymeric Nanoparticles and Microcapsules for Biomedical Applications","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nanocarriers; Drug delivery; Nanoparticle; Polymer; Copolymer; Zeta potential; Conjugated system; Controlled release","score_opus":0.004986443261284405,"score_gpt":0.25751239913995905,"score_spread":0.25252595587867466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052120168","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2224487,0.07122156,0.40271515,0.0015294856,0.00075749913,0.009931075,0.0024876217,0.00096805487,0.28794086],"genre_scores_gemma":[0.03704194,0.001975372,0.017305544,0.00014822908,0.00032193243,0.00016585182,0.0042633307,0.00011958519,0.93865824],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920994,0.0000088522065,0.000109340916,0.00043262012,0.000046670793,0.00019257587],"domain_scores_gemma":[0.99965703,0.000006827333,0.00006144058,0.00016340156,0.000038584072,0.00007270055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020378064,0.00017550333,0.00012845753,0.0000621422,0.00012152814,0.000029661036,0.00016292605,0.000182077,0.00039513834],"category_scores_gemma":[0.0000022134527,0.00019362535,0.000076715165,0.0001667313,0.00007133844,0.0000037816828,0.000052468764,0.000093962415,0.000008370572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000525104,0.000027787744,0.000004727741,0.00011482894,0.00004325356,7.3787464e-7,0.000024937268,4.0157283e-7,0.8001032,0.0015691061,0.001990922,0.19606759],"study_design_scores_gemma":[0.00013289842,0.000077609446,0.0000079686715,0.000022706046,0.00007356474,0.000003207327,0.0002994239,0.000008250577,0.2627611,0.0002970689,0.7361541,0.00016213326],"about_ca_topic_score_codex":0.000009131231,"about_ca_topic_score_gemma":0.00007813808,"teacher_disagreement_score":0.73416317,"about_ca_system_score_codex":0.000020211968,"about_ca_system_score_gemma":0.00006453793,"threshold_uncertainty_score":0.7895813},"labels":[],"label_agreement":null},{"id":"W7052121550","doi":"","title":"Predictors of Treatment Outcomes for Patients with Opioid Use Disorder","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Opioid use disorder; Cannabis; Opioid; Methadone; Polysubstance dependence; Legalization; Fentanyl; Opiate Substitution Treatment","score_opus":0.006365353364334116,"score_gpt":0.18340899698542595,"score_spread":0.17704364362109185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052121550","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583442,0.000035920933,0.00027393864,0.0000075931507,0.000440983,0.0009241188,0.0015213373,0.00015410797,0.038297776],"genre_scores_gemma":[0.36177123,0.00023606958,0.0016626065,0.0000061384144,0.00004954417,0.000056222645,0.005323879,0.00018767655,0.6307066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945176,0.0000039265906,0.00012082291,0.00019517122,0.00008474027,0.00014359296],"domain_scores_gemma":[0.9995905,0.00009421448,0.000046800214,0.00015216162,0.00006392918,0.00005239521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000005428035,0.00023276712,0.00023893674,0.000112380374,0.000036133388,0.000028706218,0.00011894051,0.000120642086,0.00061367184],"category_scores_gemma":[0.0000045288266,0.00020349969,0.00010310887,0.0001750057,0.000014209413,0.00008490225,0.000010877377,0.000067515364,0.000011909348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005618071,0.0015323603,0.6116177,0.003946035,0.006899318,0.00002955048,0.0048681227,0.034894843,0.00008827736,0.008516072,0.007943972,0.31910196],"study_design_scores_gemma":[0.0017028849,0.0003850276,0.049274568,0.00023924155,0.0010121022,1.0661377e-7,0.0007494365,0.0017669444,0.00033890823,0.000055598888,0.943978,0.0004971789],"about_ca_topic_score_codex":0.000049892347,"about_ca_topic_score_gemma":0.0009028327,"teacher_disagreement_score":0.936034,"about_ca_system_score_codex":0.00013523009,"about_ca_system_score_gemma":0.00003459583,"threshold_uncertainty_score":0.8298477},"labels":[],"label_agreement":null},{"id":"W7052153397","doi":"","title":"Preventing Suicide in Canada","year":2012,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Stakeholder","score_opus":0.010841233006329998,"score_gpt":0.20081734777196023,"score_spread":0.18997611476563023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052153397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009118666,0.000081489256,0.0000704606,0.000067185305,0.00012745496,0.0003072777,0.000048320642,0.000019250558,0.99918735],"genre_scores_gemma":[0.0025609806,0.0000040096434,0.00012950852,0.000016280168,0.00015115151,0.000001384519,0.000029540346,0.000086804386,0.99702036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890083,0.000069216694,0.000121932884,0.00025273807,0.00022437672,0.00043088154],"domain_scores_gemma":[0.9995015,0.000027999471,0.00010813671,0.00022515169,0.000013305464,0.0001238802],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046592115,0.00020173033,0.00022499688,0.00017011998,0.00002801321,0.000016635035,0.00033636647,0.00005444058,0.9909054],"category_scores_gemma":[0.0000011416206,0.0002320915,0.000052885796,0.00028831692,0.00002053196,0.000015439027,0.00026358975,0.0002456108,0.00013160487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005164444,0.0000295861,0.06322714,0.00003900453,0.000040553467,0.000027409551,0.000014782312,0.0000013611091,0.000009485471,0.0005773068,0.18714881,0.7488794],"study_design_scores_gemma":[0.0004481486,0.0000053032786,0.0014891762,0.00011958825,0.000020462088,1.2111802e-7,0.00066336984,0.000025902604,0.000017566013,0.000003943005,0.9969875,0.00021892307],"about_ca_topic_score_codex":0.9767397,"about_ca_topic_score_gemma":0.9803277,"teacher_disagreement_score":0.9907738,"about_ca_system_score_codex":0.00009261911,"about_ca_system_score_gemma":0.0006032389,"threshold_uncertainty_score":0.9464416},"labels":[],"label_agreement":null},{"id":"W7052227224","doi":"","title":"REWARDING CIVILITY IN CANADA’S BATTLE OF THE BOOKS: CANADA READS AND THE POLITE DISCOURSE OF ELIMINATION","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Civility; Indigenous; Narrative; Multiculturalism; Decorum; Colonialism; Politics; Politeness","score_opus":0.005417865560218073,"score_gpt":0.1976284787388352,"score_spread":0.19221061317861715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052227224","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25275558,0.000041151212,0.0000054870784,0.0005711074,0.00018624766,0.000434316,0.00011217222,0.0000010149971,0.74589294],"genre_scores_gemma":[0.69247603,0.0000035003436,0.0000028786765,0.000006232335,0.000009091007,8.2241337e-7,0.000034732933,0.000004984916,0.3074617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897087,0.0001419294,0.00020117358,0.00017903472,0.0003463094,0.00016066128],"domain_scores_gemma":[0.99920946,0.0001508799,0.00023647195,0.00027153542,0.00009760741,0.00003403126],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011849496,0.00012766027,0.00024446796,0.00005014008,0.000055081135,0.000009243402,0.00031997162,0.000032048785,0.060374264],"category_scores_gemma":[0.000012019608,0.00009371877,0.000053298718,0.0001953391,0.00006957548,0.00001981941,0.000118643395,0.00019927676,2.0902635e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000632704,0.00006552681,0.18313609,0.0007525118,0.00021206618,0.000006222086,0.002331296,0.00009215747,0.0003849762,0.024231516,0.004943188,0.78321177],"study_design_scores_gemma":[0.005277037,0.000055267123,0.5998402,0.0009722655,0.00033150744,3.2819236e-7,0.18743646,0.0016478854,0.0026852204,0.00013848131,0.20102601,0.0005893247],"about_ca_topic_score_codex":0.9984685,"about_ca_topic_score_gemma":0.9996016,"teacher_disagreement_score":0.7826224,"about_ca_system_score_codex":0.00013145688,"about_ca_system_score_gemma":0.003296968,"threshold_uncertainty_score":0.9404847},"labels":[],"label_agreement":null},{"id":"W7052311170","doi":"","title":"Rapid synthesis: Examining the effects of youth skills-development programs","year":2019,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Qualitative research; Data collection; Context (archaeology); Best practice","score_opus":0.007350857948816316,"score_gpt":0.16353548490781647,"score_spread":0.15618462695900015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052311170","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053845864,0.002117802,0.000787253,0.0000049930695,0.0004417287,0.000885737,0.0000134943075,0.00048627055,0.9947243],"genre_scores_gemma":[0.0052704797,0.00042261972,0.0008930124,0.000014031901,0.000067011926,0.000008318325,0.000024544044,0.00051993434,0.99278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985084,0.000085833846,0.00020980065,0.00033480354,0.00029591584,0.00056524813],"domain_scores_gemma":[0.9990876,0.00016866272,0.00016379147,0.00048615996,0.000023466173,0.000070354145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091651425,0.00044585532,0.00048472392,0.00020245652,0.000043711672,0.00003214601,0.0006800006,0.0002762564,0.008932506],"category_scores_gemma":[0.00001873185,0.00039249237,0.000100661935,0.0004092308,0.00007865837,0.00006153631,0.00011847593,0.0003802522,0.00014757174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014023799,0.00010519445,0.00017049644,0.0020959233,0.001166881,0.00003277029,0.0024201467,0.00008097519,0.00017321706,0.00032996407,0.014929673,0.97848076],"study_design_scores_gemma":[0.00046870834,0.00011605093,0.000028908531,0.0015007796,0.00027580006,0.000002186046,0.0008631515,0.000090805646,0.0027782195,0.0000038779945,0.9933565,0.00051501],"about_ca_topic_score_codex":0.000025308545,"about_ca_topic_score_gemma":0.00009357417,"teacher_disagreement_score":0.9784268,"about_ca_system_score_codex":0.00020060231,"about_ca_system_score_gemma":0.00010800208,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W7052313220","doi":"","title":"Re-imagining Everyday Carcerality in an Age of Digital Surveillance","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racial profiling; Phone; Mobile phone; The Internet; Electronic surveillance; Exploit; Ethnic group; Space (punctuation); Racism; Emerging technologies; Everyday life","score_opus":0.016946995276289383,"score_gpt":0.22941218723357187,"score_spread":0.2124651919572825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052313220","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19459468,0.00008681445,0.000078621764,0.0000136160525,0.00007302715,0.00004908561,0.00017498204,0.00004913609,0.80488],"genre_scores_gemma":[0.79500693,0.000021613218,0.000039119725,0.000007334561,0.00004128996,2.714889e-7,0.0015756808,0.000034407047,0.20327337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986398,0.000040059927,0.00029469567,0.0005111524,0.00026861267,0.0002456309],"domain_scores_gemma":[0.9991362,0.000059191545,0.00027990504,0.0003166362,0.00008691034,0.00012114989],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047718382,0.00029570752,0.000538144,0.00016130401,0.000039321767,0.000068454385,0.0005354602,0.00026225357,0.01976115],"category_scores_gemma":[0.000028021304,0.00035469956,0.0001903798,0.0007126652,0.00004997716,0.00026971917,0.0000826433,0.00040173775,0.000009050501],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033180362,0.0008335101,0.2929534,0.0036770073,0.0011154729,0.0032127907,0.01578428,0.0005859049,0.023420433,0.0034881688,0.000127044,0.65148395],"study_design_scores_gemma":[0.012725331,0.00065717526,0.08679046,0.0021974493,0.001305352,0.000008868054,0.3056361,0.01517641,0.011153686,0.001987374,0.5538731,0.008488675],"about_ca_topic_score_codex":0.00067384227,"about_ca_topic_score_gemma":0.0039911848,"teacher_disagreement_score":0.6429953,"about_ca_system_score_codex":0.00017700998,"about_ca_system_score_gemma":0.00010031113,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W7052376616","doi":"","title":"Remittance Practices of Iranian Immigrants in Canada: A Mixed-Methods Study","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Remittance; Immigration; Sanctions; State (computer science); Perspective (graphical); Economic sanctions","score_opus":0.01401592274536858,"score_gpt":0.28634637835195265,"score_spread":0.2723304556065841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052376616","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24373016,0.000058689595,0.000046404442,0.000050297007,0.00025037295,0.00069879123,0.000046398884,0.000006000406,0.7551129],"genre_scores_gemma":[0.22641623,0.000007962865,0.00047220816,0.0000061072005,0.000022437715,0.000005414359,0.000074676405,0.000012669803,0.7729823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812716,0.0004193936,0.00034592926,0.0004530372,0.00036480802,0.00028969496],"domain_scores_gemma":[0.99859875,0.00024168861,0.0005830883,0.00034589547,0.00015718985,0.000073406234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022912097,0.00025356552,0.00045756757,0.0002726902,0.00006346563,0.000024260808,0.0005750231,0.00006903752,0.37863016],"category_scores_gemma":[0.000027949935,0.00029261806,0.000079791054,0.00091187004,0.000014510772,0.000043270644,0.00013644306,0.00042501956,0.0000037240084],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021030959,0.0002476843,0.075146355,0.00018825094,0.00013506888,0.000047280857,0.0005890968,0.0000071998306,0.00019812392,0.00016690698,0.0010462147,0.9220175],"study_design_scores_gemma":[0.002781059,0.0001621122,0.2512448,0.00056046125,0.00026690037,1.4119527e-7,0.2779611,0.00027482712,0.001065498,0.000027772974,0.4650788,0.00057651516],"about_ca_topic_score_codex":0.9604357,"about_ca_topic_score_gemma":0.9942712,"teacher_disagreement_score":0.921441,"about_ca_system_score_codex":0.0001125162,"about_ca_system_score_gemma":0.0022736425,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W7052410868","doi":"","title":"A Semi-Automated Approach for Incremental Migration from Monolithic to Microservices Architecture","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Microservices; Consistency (knowledge bases); Java; Key (lock); Software; Software architecture; Scalability; Architecture; Face (sociological concept)","score_opus":0.007055928380903092,"score_gpt":0.1956460591566098,"score_spread":0.1885901307757067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052410868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7736791,0.00045917727,0.014604447,0.00015616602,0.0007129203,0.0022144723,0.0036861757,0.002329388,0.20215815],"genre_scores_gemma":[0.7003559,0.00023459153,0.04459502,0.00027765444,0.00071724656,0.00026430187,0.05153072,0.00054162944,0.20148294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990555,0.000012804961,0.00016812436,0.00040826574,0.00011925836,0.00023606347],"domain_scores_gemma":[0.9995497,0.00005849046,0.000043939614,0.00019064744,0.000048789916,0.00010844702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000023633074,0.00031331886,0.00023912395,0.00020268267,0.00008879107,0.00013378257,0.0003161455,0.00029363637,0.0006458039],"category_scores_gemma":[0.0000040918376,0.0003654753,0.00011252636,0.00042148054,0.000008275911,0.00006891512,0.00003987919,0.00025160058,0.000092396906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066558295,0.00045684757,0.0003231749,0.0065259994,0.0029438413,0.00008622856,0.023353683,0.45516232,0.24857537,0.0032634547,0.061611567,0.19703196],"study_design_scores_gemma":[0.00073340593,0.00006159518,0.00045028832,0.00050614285,0.00062847725,0.0000017728922,0.0063907644,0.37980267,0.0377413,0.00063087296,0.5719455,0.0011072005],"about_ca_topic_score_codex":0.0003319025,"about_ca_topic_score_gemma":0.0040031415,"teacher_disagreement_score":0.51033396,"about_ca_system_score_codex":0.00015154295,"about_ca_system_score_gemma":0.00003120689,"threshold_uncertainty_score":0.9998797},"labels":[],"label_agreement":null},{"id":"W7052436154","doi":"","title":"ROLE OF THE IRE/XBP-1 PATHWAY IN CIGARETTE SMOKE AFFECTED MACROPHAGE POLARIZATION IN VITRO","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Lung cancer; Macrophage polarization; COPD; Inflammation; Lung; Unfolded protein response; Context (archaeology); Proinflammatory cytokine; Smoke","score_opus":0.006810683971168671,"score_gpt":0.2077575426914534,"score_spread":0.20094685872028473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052436154","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38087207,0.000029458037,0.0000047857447,0.00003782294,0.000101968835,0.00048994424,0.00007284481,0.000006903827,0.61838424],"genre_scores_gemma":[0.5566666,0.0000018028022,0.000008718659,0.0000041928274,0.000022260214,0.0000027204906,0.00022877772,0.000014574639,0.44305035],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985993,0.00018660387,0.00023845892,0.00035072525,0.00032876187,0.00029617292],"domain_scores_gemma":[0.99903196,0.000034976947,0.0003154372,0.00047182784,0.000088728324,0.000057083904],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010973129,0.00023821424,0.00030567884,0.00026591425,0.00011373608,0.000054352,0.0007406195,0.00017756244,0.26453304],"category_scores_gemma":[0.00001284648,0.00023135876,0.00013448541,0.00049290573,0.000052122086,0.00005877213,0.00016101016,0.00052580447,0.000007606621],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018718785,0.00014315674,0.018326905,0.00007831564,0.000035354897,0.000017512511,0.0004765793,0.000008137378,0.07227882,0.00058926933,0.000045874505,0.9078129],"study_design_scores_gemma":[0.0043498087,0.000093742085,0.59646535,0.0007411403,0.00008908238,3.1413066e-7,0.009226941,0.0009937987,0.16231297,0.00021786944,0.22470312,0.00080588117],"about_ca_topic_score_codex":0.007549727,"about_ca_topic_score_gemma":0.006409537,"teacher_disagreement_score":0.907007,"about_ca_system_score_codex":0.000046788435,"about_ca_system_score_gemma":0.0002267271,"threshold_uncertainty_score":0.9990591},"labels":[],"label_agreement":null},{"id":"W7052492263","doi":"","title":"Rapid synthesis: Examining pharmacist interventions for supporting individuals with substance-use disorder","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Fusible alloy; Emperipolesis","score_opus":0.05331444802130398,"score_gpt":0.2757124789014862,"score_spread":0.22239803088018223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052492263","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025256161,0.00007025794,0.007162242,0.00008491043,0.00013068033,0.0012244306,0.0008097546,0.0003011128,0.98996407],"genre_scores_gemma":[0.0008009154,0.00003135411,0.001283137,0.0000092269265,0.00014595508,0.000054228356,0.00010504435,0.00041866672,0.9971515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982858,0.00009264612,0.00025915258,0.00055392814,0.0002873176,0.0005212012],"domain_scores_gemma":[0.99879503,0.00031699825,0.00035630705,0.0003266903,0.00006600583,0.00013894151],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001650124,0.00035137634,0.00041019748,0.00040190225,0.00015979633,0.0001392078,0.00045048262,0.000090954214,0.8779352],"category_scores_gemma":[0.000014516099,0.00035484173,0.00022484937,0.0005098754,0.00008298147,0.000068705805,0.00018405233,0.00023258298,0.00013738357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004499988,0.00011675008,0.019254735,0.00026697735,0.000563207,0.000021783835,0.00010823684,0.0000030115361,0.000007645479,0.00049519894,0.09852579,0.88059163],"study_design_scores_gemma":[0.0013648977,0.00008783784,0.00035390042,0.0010223164,0.0002923826,3.004507e-7,0.0025513386,0.00007087352,0.000033528646,0.0000054526845,0.9938185,0.00039867932],"about_ca_topic_score_codex":0.0008492072,"about_ca_topic_score_gemma":0.0031921933,"teacher_disagreement_score":0.8952927,"about_ca_system_score_codex":0.000022412725,"about_ca_system_score_gemma":0.00008265657,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W7052508044","doi":"","title":"A RIGOROUS DOUBLE-BLIND RANDOMIZED-CONTROLLED TRIAL ON MICRODOSING PSILOCYBIN OVER EIGHT WEEKS","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Limiting; Nocebo; Quality (philosophy); Dysgeusia; Context (archaeology)","score_opus":0.00970682309200414,"score_gpt":0.20422691539481128,"score_spread":0.19452009230280715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052508044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042059383,0.00027799056,0.0015914699,0.00007515597,0.0010481756,0.004203314,0.0001505349,0.00046462656,0.9917681],"genre_scores_gemma":[0.0010918297,0.00034593695,0.0005063924,0.00006558361,0.00039494887,0.000056845834,0.00007738871,0.00025708383,0.997204],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9984711,0.000095528514,0.000356203,0.00048047703,0.0002171933,0.00037953444],"domain_scores_gemma":[0.9987568,0.00045880186,0.0001851198,0.00044361342,0.000030877938,0.00012473359],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012683016,0.0005507202,0.001447036,0.00056908536,0.00009486648,0.00011176668,0.0004510467,0.0005217172,0.047822796],"category_scores_gemma":[0.000023441651,0.0005376485,0.00052464876,0.00041170907,0.000085306674,0.0000528879,0.00009233373,0.0004588167,0.0003843046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7629369,0.00020374177,9.019971e-7,0.000113173985,0.0015030813,0.000090903784,0.00003656638,0.0016901852,0.000031364434,0.01223793,0.2069405,0.014214789],"study_design_scores_gemma":[0.5100134,0.000018180295,1.0231328e-7,0.00018289377,0.00039068825,5.368072e-7,0.000009578511,0.0007567816,0.000082040955,0.000045202258,0.48821554,0.00028505863],"about_ca_topic_score_codex":0.00016529705,"about_ca_topic_score_gemma":0.0002672437,"teacher_disagreement_score":0.28127503,"about_ca_system_score_codex":0.0001791222,"about_ca_system_score_gemma":0.00008116102,"threshold_uncertainty_score":0.9997075},"labels":[],"label_agreement":null},{"id":"W7052652632","doi":"","title":"Seismic Analysis and Design for Enhanced Performance of Nonstructural Components in Steel Buildings","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Acceleration; Downtime; Seismic analysis; Reduction (mathematics); Vibration; Peak ground acceleration; Moment (physics); Frame (networking); Ductility (Earth science)","score_opus":0.016555189300494964,"score_gpt":0.21483763956831045,"score_spread":0.1982824502678155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052652632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925363,0.000006881764,0.002371321,0.0000026414575,0.000110642904,0.00029260572,0.000034036224,0.0000156347,0.0046299295],"genre_scores_gemma":[0.9398105,0.000009382866,0.000862282,0.00000235678,0.000018262732,0.000004252119,0.00023464624,0.00001632826,0.059041947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991776,0.000024246194,0.00020260012,0.00026611946,0.000105239465,0.00022422128],"domain_scores_gemma":[0.9995605,0.000053326014,0.00019200223,0.00009611577,0.0000541488,0.000043906795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006689374,0.00019318031,0.00035983344,0.00034317683,0.00007287998,0.000018808396,0.00016851035,0.000074899195,0.0015296118],"category_scores_gemma":[0.0000011158373,0.00021667166,0.00010024142,0.00081861654,0.00002607456,0.00016069748,0.00003210917,0.00011739513,0.000005276587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019256359,0.000068516696,0.48350793,0.00061590655,0.0017197863,0.0000030540875,0.004025513,0.011150733,0.038664803,0.00011199397,0.000052132003,0.458154],"study_design_scores_gemma":[0.0033532903,0.00016906353,0.67382884,0.00036538256,0.0009816698,1.8621097e-7,0.003891282,0.09755331,0.21645926,0.000082386556,0.002417697,0.0008976165],"about_ca_topic_score_codex":0.00016632809,"about_ca_topic_score_gemma":0.00012313656,"teacher_disagreement_score":0.45725638,"about_ca_system_score_codex":0.00003572662,"about_ca_system_score_gemma":0.000042846827,"threshold_uncertainty_score":0.99938315},"labels":[],"label_agreement":null},{"id":"W7052760771","doi":"","title":"Study of sorption properties of Eu on MX-80 bentonite under highly saline, reducing conditions， and under saline, reducing conditions","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sorption; Bentonite; Radioactive waste; Radionuclide; Human decontamination; Work (physics)","score_opus":0.02060468229005387,"score_gpt":0.2187458342529119,"score_spread":0.19814115196285803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052760771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.932364,0.0005027212,0.0001497491,0.00008023057,0.00024723882,0.00073001976,0.00016482665,0.0001334758,0.065627724],"genre_scores_gemma":[0.93458116,0.00017058219,0.00011377295,0.000022830256,0.000060734885,0.000013023496,0.00055567076,0.00006679968,0.06441544],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9983985,0.00008647384,0.00051037007,0.00046270425,0.00028316455,0.00025881937],"domain_scores_gemma":[0.9990235,0.00006025372,0.00020961325,0.00038750021,0.0002076252,0.00011151971],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063672356,0.0003688802,0.0005120517,0.00030812222,0.00019616206,0.00005329671,0.00020910335,0.00025437397,0.004752737],"category_scores_gemma":[0.000011724345,0.00038916158,0.000115993345,0.00049710396,0.000102381535,0.00020361289,0.00005944872,0.00038210326,0.000009940254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071396166,0.0030482763,0.00029282743,0.005419777,0.002582466,0.00006126211,0.012166414,0.39172548,0.5092672,0.043512587,0.002012471,0.029197266],"study_design_scores_gemma":[0.015367232,0.004053589,0.040020585,0.013623988,0.007710193,0.000053852338,0.63076144,0.044870466,0.19811197,0.001678293,0.036614757,0.007133615],"about_ca_topic_score_codex":0.00034456182,"about_ca_topic_score_gemma":0.00045775084,"teacher_disagreement_score":0.61859506,"about_ca_system_score_codex":0.00013054286,"about_ca_system_score_gemma":0.00007573658,"threshold_uncertainty_score":0.99985605},"labels":[],"label_agreement":null},{"id":"W7052785768","doi":"","title":"Size-Switching Starch Nanoparticle-based Nanoassemblies for Improving Drug Delivery","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Drug delivery; Nanogel; Nanoparticle; Targeted drug delivery; Nanomedicine; Drug; Drug administration; Nasal administration","score_opus":0.014253427411874815,"score_gpt":0.2023857413897375,"score_spread":0.18813231397786268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052785768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768085,0.00023724398,0.0005524212,0.000019405063,0.00092718616,0.00076759007,0.00003564878,0.0007276438,0.019924385],"genre_scores_gemma":[0.78601396,0.000020133792,0.0011570271,0.000022985298,0.0000919653,0.000015431853,0.00018307666,0.00015327541,0.21234213],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998292,0.000053582964,0.0002716937,0.00045108332,0.00031281202,0.00061879866],"domain_scores_gemma":[0.99906784,0.0002627797,0.0000885934,0.00029519256,0.00015161683,0.00013400025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019723116,0.0003796672,0.0003621641,0.00020680296,0.00020946722,0.00009154276,0.00038698188,0.0001913657,0.0025309455],"category_scores_gemma":[0.00004397704,0.00047720002,0.00019427993,0.00047278884,0.000015394531,0.00017697753,0.000035749246,0.00032244972,0.000036178393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008618532,0.00009952231,0.00047265604,0.004128867,0.00026834034,0.000048420585,0.0025294432,0.004097764,0.35459304,0.000055377957,0.0009311562,0.63191354],"study_design_scores_gemma":[0.015247528,0.0019850973,0.0079895435,0.0029246074,0.0024983287,0.0000036294323,0.029601073,0.18530007,0.602025,0.0011038443,0.14490896,0.006412323],"about_ca_topic_score_codex":0.0003219709,"about_ca_topic_score_gemma":0.010092384,"teacher_disagreement_score":0.6255013,"about_ca_system_score_codex":0.0003481757,"about_ca_system_score_gemma":0.00019014449,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W7052871471","doi":"","title":"Tracking the noble beast: radio-telemetry in Georgian Bay","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Georgian; Bay; Tracking (education); Volume (thermodynamics); Tracking system","score_opus":0.01515516552383158,"score_gpt":0.192766128013856,"score_spread":0.17761096249002442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052871471","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0853172,0.00008479075,0.007859957,0.00078962435,0.00021791534,0.00032070177,0.000021931506,0.0002202298,0.90516764],"genre_scores_gemma":[0.90475166,0.000022521017,0.00034051356,0.000030846055,0.00006093707,0.0000013501883,0.0000031398683,0.00002054611,0.0947685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994023,0.000021899441,0.00009100066,0.00015942304,0.000085954314,0.00023943695],"domain_scores_gemma":[0.99940753,0.000029905179,0.00003436669,0.0004504805,0.000015079486,0.00006265629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007762503,0.000121068086,0.00011143825,0.000058659723,0.00030282693,0.0001266815,0.0006266506,0.00006486156,0.00781847],"category_scores_gemma":[0.000005993858,0.000111223635,0.00005195428,0.00017611322,0.00006711698,0.00032177527,0.00008327241,0.00019529082,0.00010620752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004795436,0.000121031124,0.09426582,0.00013115541,0.0001702558,0.00026619245,0.0017797531,0.012337753,0.0059292587,0.015823383,0.0073475824,0.86177987],"study_design_scores_gemma":[0.00097035064,0.00001319831,0.059239164,0.000048845493,0.000033171054,0.0000075087823,0.00084870233,0.010328614,0.0018563694,0.00020982003,0.926122,0.0003222591],"about_ca_topic_score_codex":0.00011013193,"about_ca_topic_score_gemma":0.00071353046,"teacher_disagreement_score":0.9187744,"about_ca_system_score_codex":0.00008474597,"about_ca_system_score_gemma":0.000013064796,"threshold_uncertainty_score":0.99308854},"labels":[],"label_agreement":null},{"id":"W7052910288","doi":"","title":"Strengthening Primary Healthcare in Canada (Dialogue 1)","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary health care; Health care; Primary care; Government (linguistics); MEDLINE; Public health","score_opus":0.0071973743523210745,"score_gpt":0.15928746425254314,"score_spread":0.15209008990022208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052910288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032137998,0.00016214032,0.00031332896,0.000075964854,0.00022515666,0.00017526484,0.000262539,0.00016803975,0.9982962],"genre_scores_gemma":[0.018642459,0.00030629238,0.00081742136,0.00014802616,0.00015847622,0.000003310507,0.00022480244,0.00033419605,0.979365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992357,0.00002326835,0.00012677361,0.00022152519,0.00011331965,0.00027941732],"domain_scores_gemma":[0.9995525,0.000059000267,0.000049330287,0.00021800745,0.00000894257,0.00011223575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001925763,0.00021907936,0.000265792,0.00015220519,0.000024203304,0.000012395602,0.00027261596,0.00015453406,0.011891127],"category_scores_gemma":[0.0000032826342,0.00027897596,0.000032558237,0.00025432522,0.000015282934,0.000022181805,0.00005734846,0.00026871238,0.00007509552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006159682,0.000022556647,0.002325809,0.0006418475,0.00010659949,0.00021760492,0.00007980073,0.010733442,0.000020517808,0.0026930894,0.6764883,0.3066643],"study_design_scores_gemma":[0.00025215565,0.0000043264345,0.00023287215,0.00018558509,0.000014110343,0.0000011446707,0.00009311233,0.0013338745,0.000013939502,0.000012831811,0.9975818,0.00027424356],"about_ca_topic_score_codex":0.49580917,"about_ca_topic_score_gemma":0.97779167,"teacher_disagreement_score":0.48198253,"about_ca_system_score_codex":0.0006887618,"about_ca_system_score_gemma":0.0002621566,"threshold_uncertainty_score":0.99996626},"labels":[],"label_agreement":null},{"id":"W7052954791","doi":"","title":"Simulating barium ion motion in liquid xenon for a future barium tagging upgrade of nEXO","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neutrino; Xenon; Tracking (education); Time projection chamber; Upgrade; Ion; Sterile neutrino; Identification (biology)","score_opus":0.007351378490023131,"score_gpt":0.19963096288769708,"score_spread":0.19227958439767395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052954791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57628137,0.0010995751,0.02082736,0.000654998,0.0047594314,0.0030049654,0.00077552535,0.00093035516,0.3916664],"genre_scores_gemma":[0.9611471,0.000139222,0.0016434719,0.00001610374,0.00039492972,0.00001659553,0.00136759,0.00013228715,0.035142675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897844,0.000016578555,0.0002783013,0.00032589212,0.00013220531,0.00026856802],"domain_scores_gemma":[0.9994902,0.00010484062,0.00009415267,0.00017710986,0.000069853064,0.00006385628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005976286,0.00028331272,0.00031448368,0.00034708247,0.000059491907,0.00004123253,0.00021848096,0.0003641773,0.00058530184],"category_scores_gemma":[0.000015290758,0.00035521446,0.00014509587,0.00058837637,0.000012083791,0.00013674982,0.000025285764,0.00036000204,0.00001426092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006411548,0.00029513674,0.00015807326,0.010929052,0.0005641864,0.00013249282,0.008010076,0.69478464,0.044162966,0.053141464,0.0026873702,0.18449336],"study_design_scores_gemma":[0.0015962006,0.00018127474,0.00053549337,0.0018636682,0.00051476486,0.0000027962114,0.011900868,0.52516013,0.031493016,0.0007609109,0.42476973,0.0012211391],"about_ca_topic_score_codex":0.000028758044,"about_ca_topic_score_gemma":0.00074974005,"teacher_disagreement_score":0.42208236,"about_ca_system_score_codex":0.000184353,"about_ca_system_score_gemma":0.00003919037,"threshold_uncertainty_score":0.99988997},"labels":[],"label_agreement":null},{"id":"W7052965329","doi":"","title":"Understanding the Impacts of Flooding on Social Vulnerability and Analyzing the Effect of Coverage Maximums on Flood Insurance Demand","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood insurance; Flood myth; Social vulnerability; Flooding (psychology); Vulnerability (computing); Census; Geospatial analysis; Hazard","score_opus":0.01924858409273565,"score_gpt":0.21276333600865432,"score_spread":0.19351475191591866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052965329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8458429,0.00016117588,0.00076140004,0.000037868947,0.000117151605,0.00048010613,0.00004376319,0.000029148296,0.15252645],"genre_scores_gemma":[0.99465626,0.00007887906,0.000005194656,0.000006562884,0.000029837012,0.0000015866361,0.000016684358,0.00002369033,0.005181275],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991529,0.000112246154,0.00018489134,0.00020382731,0.00016741263,0.00017872642],"domain_scores_gemma":[0.9992387,0.00036504527,0.00011456532,0.00022297354,0.000023880686,0.00003479471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018072163,0.00022498693,0.00033244837,0.00006310613,0.00021291472,0.000032380103,0.00023298612,0.00015123698,0.0006921105],"category_scores_gemma":[0.000022437622,0.000146662,0.000118459335,0.0002632441,0.00007859537,0.00006703746,0.000033206175,0.00037786082,0.0000035267287],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006993017,0.0003292574,0.038491946,0.019103378,0.0031238026,0.000025485702,0.016176386,0.21011402,0.027970064,0.05312854,0.0011287802,0.62341535],"study_design_scores_gemma":[0.03732947,0.01352249,0.41920355,0.013162207,0.008626948,0.000019290614,0.06888837,0.18655957,0.18435998,0.006043443,0.052196234,0.010088427],"about_ca_topic_score_codex":0.000034861045,"about_ca_topic_score_gemma":0.000060511215,"teacher_disagreement_score":0.6133269,"about_ca_system_score_codex":0.00011714967,"about_ca_system_score_gemma":0.000013094708,"threshold_uncertainty_score":0.7578125},"labels":[],"label_agreement":null},{"id":"W7053006177","doi":"","title":"Strengthening Care for Frail Older Adults in Canada","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Long-term care; Activities of daily living; Government (linguistics); Health care","score_opus":0.005708737710536259,"score_gpt":0.19408005338496,"score_spread":0.18837131567442375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053006177","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012311875,0.00007841864,0.0003661893,0.00009235599,0.00014017915,0.00074412685,0.00046340108,0.000021361815,0.9979708],"genre_scores_gemma":[0.00337508,0.0000049181704,0.00018990824,0.0000155789,0.00016487797,0.000007718192,0.00007162667,0.000106826745,0.9960635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885327,0.00003644156,0.00013252013,0.00038477752,0.00020835035,0.00038463838],"domain_scores_gemma":[0.99943495,0.000060787497,0.00010831227,0.00023994129,0.00004808334,0.00010792287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019506628,0.00023955319,0.00025830243,0.00017115683,0.00004487813,0.000017935072,0.00036458345,0.00007402957,0.9616112],"category_scores_gemma":[0.0000016420136,0.00023389253,0.000075937474,0.00014256839,0.000024211056,0.000012647821,0.00016383415,0.00014970386,0.000050258077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030778265,0.000014792449,0.0043118987,0.00010953158,0.00003699101,0.000012095171,0.000111203386,6.174669e-7,0.0000022846357,0.0002794183,0.18332961,0.8117608],"study_design_scores_gemma":[0.0020879733,0.000017505396,0.00021531829,0.0004805832,0.000018017156,4.188022e-8,0.0062292344,0.00002729186,0.00001749588,0.0000026075745,0.9906366,0.00026735582],"about_ca_topic_score_codex":0.85762346,"about_ca_topic_score_gemma":0.96640456,"teacher_disagreement_score":0.9615609,"about_ca_system_score_codex":0.0001312042,"about_ca_system_score_gemma":0.00080280466,"threshold_uncertainty_score":0.953786},"labels":[],"label_agreement":null},{"id":"W7053025939","doi":"","title":"Supporting Quality Improvement in Primary Healthcare in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality management; Primary care; Health care; Quality (philosophy); Primary health care; Stakeholder","score_opus":0.011340459742809146,"score_gpt":0.1955546265391052,"score_spread":0.18421416679629604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053025939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028101509,0.000059663045,0.0003038533,0.0000101592195,0.00026960822,0.00022568513,0.000012815758,0.0002517581,0.9960563],"genre_scores_gemma":[0.045276172,0.00002918269,0.00031303946,0.000046603953,0.00008689263,0.0000014570404,0.000050658084,0.00040395596,0.95379204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888235,0.000023222137,0.00024547148,0.00028604467,0.00013620441,0.0004266803],"domain_scores_gemma":[0.9995722,0.000012066445,0.00007626551,0.00024362921,0.0000068664,0.00008896831],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089817666,0.00028609604,0.00042183712,0.00027014228,0.000011270694,0.000019785408,0.0002210233,0.00022317562,0.019411603],"category_scores_gemma":[0.0000013572236,0.00036541178,0.00006608282,0.00023716288,0.000013134608,0.00006907855,0.00009542831,0.0005506136,0.000051874118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006695673,0.0001936639,0.046085812,0.0053039715,0.00028499146,0.00048961444,0.002252903,0.007183751,0.002115484,0.004372464,0.030431509,0.9012189],"study_design_scores_gemma":[0.0005806706,0.000021655867,0.005032561,0.0003290835,0.000007350833,4.400883e-7,0.00013995774,0.00034892478,0.00001006129,0.000016053855,0.99310356,0.0004096952],"about_ca_topic_score_codex":0.05204492,"about_ca_topic_score_gemma":0.37952456,"teacher_disagreement_score":0.96267205,"about_ca_system_score_codex":0.0011895695,"about_ca_system_score_gemma":0.00005513846,"threshold_uncertainty_score":0.9998798},"labels":[],"label_agreement":null},{"id":"W7053091797","doi":"","title":"Three Papers on Physician Labour Supply in Canada","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Workforce; Physician supply; Per capita; Population; Economic shortage; Estimation; Health care; Work (physics); Current Population Survey","score_opus":0.0060193621413326065,"score_gpt":0.16592079634928988,"score_spread":0.15990143420795727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053091797","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35669166,0.000016286722,0.0000034175748,0.00006182603,0.00048074836,0.00021055662,0.0002799708,0.00013229594,0.6421232],"genre_scores_gemma":[0.6565309,0.00020118694,0.00007177755,0.00014328604,0.00011373754,0.00001166363,0.001104334,0.00015622385,0.34166688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992027,0.0000070520587,0.000116046765,0.00023897874,0.00016177013,0.00027343925],"domain_scores_gemma":[0.9996039,0.00008079326,0.00003581113,0.00018258896,0.000020079307,0.000076813005],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013243437,0.00023083002,0.00020679172,0.00012958776,0.000049564715,0.000021716492,0.00027832168,0.00011672585,0.0028354886],"category_scores_gemma":[0.000004430733,0.00029465172,0.000048274764,0.0005602459,0.000006593038,0.0000380584,0.000017447308,0.00030806413,0.00016323873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007953405,0.00008756553,0.0034196076,0.0005870317,0.00029578916,0.0009343584,0.0005090882,0.10253682,0.0009853418,0.016886268,0.03094774,0.8427309],"study_design_scores_gemma":[0.0008064924,0.00002921799,0.11889094,0.0005157371,0.000076449716,4.5823631e-7,0.0061125895,0.004060833,0.0015716185,0.0003649908,0.8665642,0.0010064843],"about_ca_topic_score_codex":0.2924829,"about_ca_topic_score_gemma":0.9937687,"teacher_disagreement_score":0.8417244,"about_ca_system_score_codex":0.00062293006,"about_ca_system_score_gemma":0.00022600203,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W7053099342","doi":"","title":"Unwrapping the Emporium: Hudson’s Bay Company and the Legacy of Department Store Management in the Global Culture of Retailing","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumerism; Reputation; Reputation management; Engine department; Organizational culture; Plan (archaeology)","score_opus":0.006789101466228504,"score_gpt":0.18421192222810837,"score_spread":0.17742282076187987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053099342","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21747425,0.0026837392,0.0003271555,0.00006487144,0.00048471004,0.0007347265,0.000034861445,0.000052649648,0.77814305],"genre_scores_gemma":[0.99440056,0.00045965525,0.00012143993,0.000010809142,0.00003861083,0.0000020810492,0.00006810761,0.000024185061,0.004874562],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992461,0.00005465977,0.00018430939,0.00015647085,0.00020095476,0.00015745935],"domain_scores_gemma":[0.9995714,0.00003383138,0.00008538851,0.0002534053,0.00003455597,0.000021455233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010697225,0.00020255697,0.00027927416,0.00003609562,0.000060285056,0.000047753027,0.00036548162,0.00008307981,0.00020378451],"category_scores_gemma":[0.000002098817,0.00013063198,0.00010820235,0.00043944674,0.000045062916,0.000093713905,0.00006458929,0.00026729816,6.7907854e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009950377,0.0003700619,0.004664183,0.009768171,0.0065337126,0.0005354693,0.097068615,0.10586331,0.0016732332,0.37408078,0.0027662076,0.3956812],"study_design_scores_gemma":[0.004613362,0.00007317843,0.022622837,0.0018864744,0.0012723588,0.000014108332,0.32302675,0.017135855,0.00040570664,0.00064659753,0.62727064,0.0010321555],"about_ca_topic_score_codex":0.000072187024,"about_ca_topic_score_gemma":0.00041697777,"teacher_disagreement_score":0.7769263,"about_ca_system_score_codex":0.000088972025,"about_ca_system_score_gemma":0.000012172672,"threshold_uncertainty_score":0.53270173},"labels":[],"label_agreement":null},{"id":"W7053166435","doi":"","title":"Troubled Waters: The Sailor, the Ship, and the Sea in the Eighteenth Century","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Power (physics); Subject (documents); Ridiculous; Government (linguistics); Gloom; Mercantilism","score_opus":0.012852127824527776,"score_gpt":0.185695993322111,"score_spread":0.17284386549758324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053166435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4636481,0.0029654535,0.00003054421,0.0018749365,0.0013653907,0.0025265943,0.000024605619,0.0002519609,0.5273124],"genre_scores_gemma":[0.8937636,0.0014970757,0.000012036215,0.00022575096,0.00013919538,0.000020871656,0.00012398203,0.000067330526,0.10415017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843,0.00041686866,0.00019378755,0.0002582638,0.0003472107,0.00035384783],"domain_scores_gemma":[0.9990558,0.00034331405,0.0000597796,0.00047209748,0.000034848163,0.000034176242],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000558423,0.0002842822,0.00023724274,0.000068267334,0.00030144083,0.00014280507,0.0009008286,0.00013496433,0.0025533934],"category_scores_gemma":[0.000017347906,0.00013502348,0.00012163043,0.00054507365,0.00012068505,0.00008594275,0.000062956926,0.0007018759,0.00003983017],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035524506,0.00030749303,0.0062068272,0.0018453503,0.0021369257,0.00030474467,0.13129868,0.0031209376,0.00065382716,0.01936125,0.04044333,0.7907682],"study_design_scores_gemma":[0.012310304,0.00035341945,0.09055182,0.00084945484,0.0017639518,0.000020044417,0.15520412,0.006795907,0.0006911321,0.0029919164,0.72671777,0.0017501349],"about_ca_topic_score_codex":0.00038587346,"about_ca_topic_score_gemma":0.007789801,"teacher_disagreement_score":0.78901803,"about_ca_system_score_codex":0.00009932054,"about_ca_system_score_gemma":0.000034200955,"threshold_uncertainty_score":0.9983584},"labels":[],"label_agreement":null},{"id":"W7053241117","doi":"","title":"The Transition Experience of New Graduate Nurses in the Emergency Department","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Thematic analysis; Staffing; Emergency department; Competence (human resources); Interpersonal communication; Workload; Emergency nursing; Nurse education","score_opus":0.015685879847831184,"score_gpt":0.2273791751118797,"score_spread":0.2116932952640485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053241117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6748853,0.00074251986,0.00020641637,0.00027539014,0.0016045454,0.00060087803,0.000089975394,0.00008825089,0.32150674],"genre_scores_gemma":[0.7821117,0.0025243547,0.000071840375,0.000010867588,0.00008235113,0.000021726644,0.0003093829,0.000041084757,0.21482669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940693,0.00001780344,0.0001532395,0.00013809188,0.0001457535,0.00013818986],"domain_scores_gemma":[0.9997044,0.00004964031,0.00003413615,0.00016144858,0.000020900234,0.000029470446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003083078,0.00014146435,0.000104406434,0.00005595666,0.00006877625,0.000026408536,0.00031429608,0.000071483206,0.00088909315],"category_scores_gemma":[0.0000035860942,0.000108182445,0.00007486645,0.00041569365,0.000017638753,0.000053630378,0.000007897154,0.00017890852,0.000028352302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012894582,0.0002024549,0.00011909225,0.0007594835,0.00034799863,0.00014816545,0.11050966,0.022219151,0.0017600729,0.03523778,0.062430948,0.7661362],"study_design_scores_gemma":[0.0002818303,0.000037573533,0.0020331247,0.00024685526,0.00020351812,0.000002525516,0.04832635,0.004379004,0.0036544644,0.002116567,0.9383458,0.00037242178],"about_ca_topic_score_codex":0.000088164204,"about_ca_topic_score_gemma":0.002783544,"teacher_disagreement_score":0.8759148,"about_ca_system_score_codex":0.00004095923,"about_ca_system_score_gemma":0.000025176969,"threshold_uncertainty_score":0.97349465},"labels":[],"label_agreement":null},{"id":"W7053354397","doi":"","title":"Vector Valued Modular Forms of Dimension $3$","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Eisenstein series; Modular form; Fourier series; Dimension (graph theory); Algebraic number; Series (stratigraphy); Algebra over a field; Modular group; Kloosterman sum","score_opus":0.010987277592296505,"score_gpt":0.19072570049852483,"score_spread":0.17973842290622832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053354397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22512981,0.0001835322,0.0017966179,0.00001995028,0.00094343635,0.0007647037,0.00016903198,0.0011331502,0.76985973],"genre_scores_gemma":[0.15265441,0.00008572638,0.00036306033,0.0000057517013,0.000046446155,0.0000038059468,0.00074570643,0.000110801,0.8459843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923736,0.000014313872,0.00016618354,0.00021891446,0.0001672057,0.00019605241],"domain_scores_gemma":[0.9995248,0.000021552829,0.00006813916,0.00025757286,0.000056017085,0.00007195293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030413988,0.00021909826,0.00025990696,0.00016496323,0.000053860556,0.000013879285,0.00024942713,0.00022900225,0.0063865464],"category_scores_gemma":[0.0000030986207,0.0002408103,0.00012963676,0.0005481474,0.000016262658,0.000104216524,0.00002740272,0.00017964307,0.00019772077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062606536,0.00040662783,0.00038230122,0.0071235215,0.0024829437,0.00034704522,0.0076110926,0.050158326,0.37240198,0.046724357,0.05202209,0.45971364],"study_design_scores_gemma":[0.0046489737,0.00032783466,0.012742466,0.001843942,0.0015603177,0.0000062155796,0.014135282,0.06844287,0.18802029,0.002847312,0.7017599,0.0036646063],"about_ca_topic_score_codex":0.000040957828,"about_ca_topic_score_gemma":0.00016170224,"teacher_disagreement_score":0.6497378,"about_ca_system_score_codex":0.00008993338,"about_ca_system_score_gemma":0.000027183,"threshold_uncertainty_score":0.99452174},"labels":[],"label_agreement":null},{"id":"W7053583030","doi":"","title":"WATER AND CHEMICAL CYCLING IN PERMAFROST UNDERLAIN CATCHMENTS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures","keywords":"Permafrost; Biogeochemical cycle; Snowmelt; Hydrology (agriculture); Surface runoff; Streamflow; Drainage basin; Precipitation; Dissolved organic carbon; Soil water","score_opus":0.011696819974427973,"score_gpt":0.2439789714226427,"score_spread":0.2322821514482147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053583030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45003456,0.00006251315,0.00011045323,0.000046635778,0.00016457561,0.00021236102,0.000111835696,0.000026582089,0.5492305],"genre_scores_gemma":[0.61388683,0.000007556054,0.00001355847,0.000007957415,0.00008935545,0.0000017241803,0.0012682127,0.0000342547,0.38469055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872375,0.000042851992,0.00016981176,0.00048673587,0.00017772043,0.00039912673],"domain_scores_gemma":[0.9996493,0.000026775024,0.000037457325,0.00014779059,0.000027672862,0.000111004236],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006164375,0.000275239,0.00030448916,0.000157644,0.00007147498,0.00009229838,0.00023857981,0.00014835052,0.01658514],"category_scores_gemma":[6.194445e-7,0.00025936865,0.00010434488,0.00019126592,0.000047859194,0.00014644342,0.00016470432,0.0005822652,0.00016412846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004441648,0.000298263,0.03214267,0.00074496574,0.00068249356,0.0003062159,0.018713566,0.000033284858,0.028971821,0.02069893,0.0012550482,0.89570856],"study_design_scores_gemma":[0.01235753,0.00011479682,0.0032013513,0.0034698965,0.0011822899,0.000009770371,0.25229442,0.02884809,0.1275781,0.0712712,0.4929412,0.006731357],"about_ca_topic_score_codex":0.00033357492,"about_ca_topic_score_gemma":0.00008464485,"teacher_disagreement_score":0.8889772,"about_ca_system_score_codex":0.00018771618,"about_ca_system_score_gemma":0.000118774566,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W7053607548","doi":"","title":"IN VIVO STUDIES OF CELL-FREE DNA AND DNASE IN A MURINE MODEL OF POLYMICROBIAL SEPSIS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Sepsis; Inflammation; Systemic inflammatory response syndrome; Incidence (geometry); Disease; Mortality rate; Disseminated intravascular coagulation; Organ dysfunction; In vivo","score_opus":0.012414444499723728,"score_gpt":0.23006380114432493,"score_spread":0.2176493566446012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053607548","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5173079,0.0001531142,0.000022717057,0.00004824545,0.000015741984,0.0001265957,0.0002837916,0.000020761021,0.48202115],"genre_scores_gemma":[0.4887858,0.0005726247,0.0010592946,0.000007917742,0.000018806915,0.00000436237,0.000028375742,0.000029416973,0.5094934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990711,0.000013801493,0.0002951477,0.00032663843,0.000114802526,0.00017847923],"domain_scores_gemma":[0.99923235,0.00004473489,0.00027878964,0.00034277746,0.00006191216,0.0000394484],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039770366,0.00022107005,0.00045245432,0.00031022797,0.000024789635,0.0000046116834,0.00034616597,0.0002300114,0.022152776],"category_scores_gemma":[0.00001024008,0.0002305095,0.00008409785,0.00033547523,0.00007131751,0.000087471344,0.00016614508,0.00016596376,6.655242e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024057673,0.00022053155,0.00075963995,0.0016104117,0.00006245334,0.000019443502,0.00081203616,0.000008914509,0.98972297,0.0023949973,0.00050773134,0.0036402838],"study_design_scores_gemma":[0.0016251402,0.00003117662,0.000039611477,0.00061644113,0.000080032565,7.669777e-7,0.0028009072,0.000099477504,0.9890133,0.00176314,0.0036331485,0.0002968185],"about_ca_topic_score_codex":0.00026164565,"about_ca_topic_score_gemma":0.0015578984,"teacher_disagreement_score":0.028522102,"about_ca_system_score_codex":0.0001332829,"about_ca_system_score_gemma":0.000057080753,"threshold_uncertainty_score":0.9787411},"labels":[],"label_agreement":null},{"id":"W7054549153","doi":"","title":"Application of Frame Selection For Binary Video Classification","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Selection (genetic algorithm); Frame (networking); Pattern recognition (psychology); Binary number; Binary classification; Residual frame; Feature selection; Identification (biology)","score_opus":0.014224367404882704,"score_gpt":0.24007379856175082,"score_spread":0.22584943115686812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054549153","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004138531,0.000017846607,0.041191053,0.00028652817,0.00012537152,0.0015351704,0.000086406035,0.0000484437,0.9525707],"genre_scores_gemma":[0.18675268,0.000007490321,0.0015288792,0.000015962763,0.00019876605,0.000047018075,0.0026766753,0.000040660925,0.80873185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989409,0.000044924996,0.00022757963,0.0003954189,0.0002177779,0.00017341744],"domain_scores_gemma":[0.9991177,0.000062363804,0.00031437012,0.0001711027,0.00025694075,0.000077524026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005218281,0.0001882459,0.0002381759,0.00016086311,0.00010122194,0.000025159603,0.0002758677,0.000137095,0.2883528],"category_scores_gemma":[0.0000057792945,0.00022907494,0.00014914188,0.00050893944,0.00002399628,0.000040774717,0.000038800754,0.00020496962,0.000039981816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034957644,0.000110042725,0.0021996477,0.00029668596,0.000092325514,2.2396277e-7,0.00020166216,0.000013036723,0.038875554,0.01513119,0.0030526966,0.93967736],"study_design_scores_gemma":[0.0008096772,0.00019872702,0.0040532304,0.000052296014,0.00015234739,4.8901704e-8,0.0038330553,0.01967679,0.0048285406,0.0002040442,0.9659362,0.0002550783],"about_ca_topic_score_codex":0.00045143717,"about_ca_topic_score_gemma":0.00018162029,"teacher_disagreement_score":0.9628835,"about_ca_system_score_codex":0.000027803244,"about_ca_system_score_gemma":0.0001505948,"threshold_uncertainty_score":0.9341405},"labels":[],"label_agreement":null},{"id":"W7054642349","doi":"","title":"Adaptive Characteristics of Fiber-Reinforced Elastomeric Isolators","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Base isolation; Isolator; Stiffening; Elastomer; Reinforcement; Deformation (meteorology); Base (topology); Nonlinear system","score_opus":0.0061692045373785255,"score_gpt":0.2048942172898677,"score_spread":0.1987250127524892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054642349","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047288355,0.000019891098,0.0053610355,0.000004370762,0.00046403968,0.00021852682,0.000776207,0.000031961776,0.98839515],"genre_scores_gemma":[0.13812809,0.0000069242215,0.0002748116,0.0000037151626,0.00033122432,0.0000013512324,0.00031692037,0.000043215678,0.8608938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880755,0.000038179376,0.0002906652,0.00034475134,0.00021420278,0.0003046285],"domain_scores_gemma":[0.9988359,0.00004802929,0.0005579773,0.00025217546,0.00020171206,0.00010420759],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003174387,0.00036166006,0.000507488,0.00015307503,0.00012335776,0.000013867221,0.00030691814,0.00016761423,0.2631779],"category_scores_gemma":[0.0000031571053,0.00035270347,0.00025266412,0.0003079927,0.000084028055,0.00026464724,0.000044250017,0.00026175173,0.00020608124],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064326124,0.000034999688,0.00056770974,0.00009072633,0.0004116261,0.000014207375,0.00048494298,0.000013178145,0.00045996506,0.019634802,0.00031751045,0.97732705],"study_design_scores_gemma":[0.0027577158,0.0004751355,0.001387698,0.0010526554,0.0006173668,0.0000010033161,0.005856266,0.00006524682,0.007924491,0.001629605,0.97665864,0.0015741703],"about_ca_topic_score_codex":0.000054965043,"about_ca_topic_score_gemma":0.0000062277745,"teacher_disagreement_score":0.9763411,"about_ca_system_score_codex":0.00008861866,"about_ca_system_score_gemma":0.00018287098,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W7054684591","doi":"","title":"Acoustic noise mitigation, modal characterization, and rotor fatigue calculations in electric propulsion motors","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rotor (electric); Propulsion; Electric motor; Finite element method; Noise (video); Modal analysis; Electrically powered spacecraft propulsion; Vibration; Internal combustion engine; Induction motor","score_opus":0.007814253639155411,"score_gpt":0.22274183229369882,"score_spread":0.2149275786545434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054684591","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64604974,0.00013879102,0.0030819403,0.00026799017,0.0004718116,0.0026671428,0.00015723461,0.00009141671,0.34707397],"genre_scores_gemma":[0.2492291,0.000028661338,0.00006938695,0.0000068593554,0.00014267668,0.00003115043,0.0021152932,0.00004101617,0.74833584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857324,0.000079827325,0.00027477907,0.0004987572,0.00028755024,0.0002858457],"domain_scores_gemma":[0.9993913,0.00003355722,0.00012811768,0.00017512687,0.00015139361,0.000120488876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060657105,0.0002813136,0.00024390416,0.0005651668,0.00013901814,0.00013045217,0.00018737234,0.00012968239,0.21649118],"category_scores_gemma":[0.000007638886,0.0003134396,0.000074258765,0.0010165811,0.00002503027,0.00009341766,0.00007655461,0.0004133561,0.000044833225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086634136,0.0001266829,0.0109902965,0.00044075388,0.0000614371,0.000019556392,0.0008434852,0.000061016723,0.02884359,0.0014207719,0.00033240442,0.9567734],"study_design_scores_gemma":[0.0033071358,0.00026568567,0.32761678,0.0016767436,0.000614253,0.0000016305771,0.006418034,0.066977955,0.0028890537,0.0005947513,0.5876697,0.0019682785],"about_ca_topic_score_codex":0.00053602544,"about_ca_topic_score_gemma":0.0008091462,"teacher_disagreement_score":0.9548051,"about_ca_system_score_codex":0.00005673981,"about_ca_system_score_gemma":0.0002319021,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W7054753980","doi":"","title":"Alone in a Crowd: Social Isolation, Place, and Connection in Later Life","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social isolation; Social exclusion; Isolation (microbiology); Neighbourhood (mathematics); Warrant; Qualitative research; Empirical research; Intersection (aeronautics)","score_opus":0.008562877001496723,"score_gpt":0.21743094463441348,"score_spread":0.20886806763291677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054753980","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26545513,0.00011837181,0.000043968055,0.00017517712,0.00003861299,0.00014453435,0.000026989077,0.00008295859,0.73391426],"genre_scores_gemma":[0.5439109,0.00011149687,0.0003034185,0.00003631352,0.00007833694,0.0000086092705,0.0007314464,0.000035326928,0.45478415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896914,0.000030366191,0.0002255996,0.00044024448,0.00012054818,0.00021408057],"domain_scores_gemma":[0.99957156,0.00003306121,0.00014408125,0.00013999357,0.00005208242,0.00005920622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046982488,0.00022038525,0.00030814295,0.0002578432,0.000095211646,0.00005715389,0.00014036706,0.00045684777,0.10541927],"category_scores_gemma":[0.000012731535,0.00029062736,0.00006352216,0.00063159585,0.000024143288,0.00012799958,0.0000527848,0.00043742178,0.0000065635804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051099234,0.0032357126,0.30811352,0.008721062,0.0010586486,0.0016203661,0.023855472,0.00022654445,0.14540008,0.08598931,0.015996955,0.4006724],"study_design_scores_gemma":[0.010164988,0.00011381673,0.06393797,0.001407492,0.00038700187,0.00002712414,0.050073564,0.0023062828,0.02921496,0.0040822094,0.83497363,0.0033109286],"about_ca_topic_score_codex":0.00030477406,"about_ca_topic_score_gemma":0.007812303,"teacher_disagreement_score":0.8189767,"about_ca_system_score_codex":0.0002177671,"about_ca_system_score_gemma":0.00008502695,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W7054762218","doi":"","title":"Antony's Letter to Hyrcanus and the Battle of Philippi","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Battle; Narrative; Mistake; Context (archaeology); Scholarship; Theme (computing); Set (abstract data type)","score_opus":0.00735703714263874,"score_gpt":0.21378280299754637,"score_spread":0.20642576585490763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054762218","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008987577,0.000058078454,0.0007673753,0.00029892928,0.0007946957,0.00032662658,0.00024667807,0.000031120704,0.9884889],"genre_scores_gemma":[0.060135227,0.000010668899,0.00013517092,0.000066577006,0.00063403,0.0000031142674,0.00016603625,0.000043045806,0.9388061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917096,0.000051606792,0.00014665906,0.00027693127,0.0001569267,0.00019691262],"domain_scores_gemma":[0.99938816,0.00013980856,0.00013102022,0.00020645912,0.00007234246,0.000062221545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000067802845,0.00020647212,0.00030410473,0.000088138695,0.00012016179,0.000022036149,0.00023937669,0.000065971944,0.033787154],"category_scores_gemma":[0.0000073586675,0.00017250923,0.00012132941,0.00032743323,0.00009997845,0.00009169582,0.00006416494,0.00023000196,0.000055969416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011850258,0.000053839987,0.0010320117,0.00019849655,0.0005663344,0.000041068422,0.0052558254,0.00015373107,0.00021551567,0.05657843,0.020477427,0.91424227],"study_design_scores_gemma":[0.0018616257,0.000053533255,0.00046918122,0.0001741678,0.00019983487,3.6673248e-7,0.0061202194,0.000019903768,0.0011004552,0.0031306793,0.986514,0.0003560672],"about_ca_topic_score_codex":0.00027680938,"about_ca_topic_score_gemma":0.00018678456,"teacher_disagreement_score":0.96603656,"about_ca_system_score_codex":0.000024849107,"about_ca_system_score_gemma":0.000049152346,"threshold_uncertainty_score":0.9670961},"labels":[],"label_agreement":null},{"id":"W7054812375","doi":"","title":"Aging at the intersection of race and gender: Investigating the health and wellbeing of aging Black women in Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Race (biology); Public health; Qualitative research; Ethnic group; Black women; Casual; Psychosocial","score_opus":0.008488048506389907,"score_gpt":0.21716560702486332,"score_spread":0.20867755851847342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054812375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90708745,0.0003472046,0.00010138566,0.00007131313,0.00011514019,0.00020552134,0.00005765209,0.0000034733064,0.09201089],"genre_scores_gemma":[0.9640586,0.000027278935,0.00004123454,0.000026630561,0.00003223335,0.0000014006827,0.000048569735,0.000014059247,0.035749987],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99914426,0.00012909391,0.0001881661,0.00019495265,0.00014204875,0.00020150575],"domain_scores_gemma":[0.99937356,0.000088665576,0.00034692857,0.00011082114,0.00002528265,0.000054740023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016451899,0.00013598884,0.00023242328,0.000045063178,0.00024208483,0.000009664812,0.00012466483,0.00001945069,0.004005002],"category_scores_gemma":[0.00000414331,0.0001163243,0.00002855717,0.00023822249,0.00008292869,0.000089153604,0.00010646555,0.0002905028,7.7063504e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000208417,0.00002856117,0.23954256,0.0014112099,0.00041184176,0.0000126945215,0.1641714,0.0039216056,0.00039338353,0.011317151,0.00026915828,0.57831204],"study_design_scores_gemma":[0.001282452,0.00010718606,0.008277451,0.0005765686,0.00007904007,0.000002054046,0.9388816,0.0009871953,0.0009478801,0.0036827505,0.04474092,0.0004349121],"about_ca_topic_score_codex":0.19833554,"about_ca_topic_score_gemma":0.2788654,"teacher_disagreement_score":0.7747102,"about_ca_system_score_codex":0.0006460269,"about_ca_system_score_gemma":0.00055857707,"threshold_uncertainty_score":0.99690545},"labels":[],"label_agreement":null},{"id":"W7054822513","doi":"","title":"Are Artificial Neural Networks the Right Tool for Modelling and Control of Batch and Batch-Like Processes?","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nonlinear autoregressive exogenous model; Artificial neural network; Model predictive control; Autoregressive model; Process (computing); Cluster analysis; Process control; Control (management)","score_opus":0.011476699242196617,"score_gpt":0.2165144889994497,"score_spread":0.20503778975725306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054822513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09524596,0.0010097101,0.82037294,0.0002045293,0.0015473011,0.0029639646,0.001897965,0.00012867182,0.076628946],"genre_scores_gemma":[0.8779228,0.000027448428,0.00022210774,0.000022013019,0.00059245655,0.000011957523,0.00027075163,0.000058113106,0.1208724],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990795,0.000032954038,0.00019564679,0.00033455464,0.00011638322,0.00024095789],"domain_scores_gemma":[0.99912196,0.0001727892,0.00034413434,0.00013021204,0.00018368206,0.00004723945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066517,0.00024781298,0.00034614507,0.000048322356,0.0002797674,0.00005163134,0.00015173413,0.00012116488,0.0014280846],"category_scores_gemma":[0.000004618619,0.00021232656,0.00009206085,0.00022590443,0.000084286694,0.00016931944,0.000025917334,0.0002344083,8.356138e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041517494,0.00018778378,0.008674838,0.0022730713,0.001487744,0.000053913518,0.0037382373,0.18676421,0.00009085636,0.040842198,0.0008607538,0.75087464],"study_design_scores_gemma":[0.008976048,0.0005516174,0.0012185838,0.0016020626,0.003303025,0.0000035851863,0.048557147,0.65870416,0.0010166857,0.05300226,0.22001995,0.0030448858],"about_ca_topic_score_codex":0.000043670367,"about_ca_topic_score_gemma":0.00019502104,"teacher_disagreement_score":0.82015085,"about_ca_system_score_codex":0.000015905169,"about_ca_system_score_gemma":0.00005342415,"threshold_uncertainty_score":0.9994847},"labels":[],"label_agreement":null},{"id":"W7054916275","doi":"","title":"Assessing Loneliness in Newcomer Families with Young Children in Hamilton, Ontario","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Young adult; Population; Social isolation; Qualitative research","score_opus":0.010234439094991773,"score_gpt":0.19985862629293094,"score_spread":0.18962418719793916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054916275","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6246087,0.00015511962,0.0003401075,0.000010093903,0.00021736915,0.0003322371,0.000012406008,0.00018214446,0.37414184],"genre_scores_gemma":[0.40570113,0.000081714315,0.0005773333,0.000015449865,0.000055677247,0.000009533841,0.00071281055,0.00011253832,0.5927338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989322,0.000022247148,0.00021430565,0.00038660088,0.000156233,0.00028842804],"domain_scores_gemma":[0.9996402,0.000017273309,0.000041162886,0.00021237947,0.000030146122,0.000058830465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041099356,0.00033868398,0.00031752008,0.0004657277,0.000042177813,0.00015545829,0.00026911855,0.00024370366,0.002925904],"category_scores_gemma":[8.4535657e-7,0.00035880727,0.000057650068,0.0009888776,0.000021831442,0.00039423068,0.00002249803,0.0006401787,0.0000623818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006013542,0.0006355409,0.4684874,0.0033272866,0.0013597931,0.0026532717,0.077158965,0.12039841,0.0027002373,0.0027334222,0.006022584,0.31392172],"study_design_scores_gemma":[0.004134069,0.00007676817,0.79526395,0.0042520487,0.0005764842,0.000038789214,0.036259003,0.007873222,0.0010577335,0.00024821193,0.14694156,0.0032781581],"about_ca_topic_score_codex":0.0246272,"about_ca_topic_score_gemma":0.64978486,"teacher_disagreement_score":0.62515765,"about_ca_system_score_codex":0.0005955768,"about_ca_system_score_gemma":0.00013851357,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W7054968965","doi":"","title":"Calypso’s Cosmopolitan Strategy: Race, Nation, and Global Culture in Postwar Canada","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Cultural globalization; Government (linguistics); Capitalism","score_opus":0.006184294173952338,"score_gpt":0.17468249970296573,"score_spread":0.1684982055290134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054968965","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19843748,0.00012952217,0.00063628133,0.00025071955,0.00016223412,0.00022368088,0.00019972354,0.00014739475,0.799813],"genre_scores_gemma":[0.92803043,0.000011666489,0.00037533484,0.000047614558,0.000034771685,8.134369e-7,0.00002755782,0.000010330583,0.071461484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995355,0.0000106355055,0.00007493301,0.00013540681,0.000078354526,0.00016519857],"domain_scores_gemma":[0.9997573,0.000009376479,0.0000138263895,0.00010244903,0.00002782412,0.0000892257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001913595,0.000105940846,0.00008790308,0.000025798841,0.000050999348,0.000027751275,0.00012232171,0.000076175726,0.0018142097],"category_scores_gemma":[0.0000020494401,0.00011638005,0.000013461745,0.00032166837,0.000029561717,0.00012602132,0.000024503006,0.00015666928,0.000006953077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006282221,0.00017786925,0.14614792,0.00023583477,0.00017394843,0.0004815974,0.00055813644,0.00927495,0.0150498515,0.14902343,0.55644816,0.1223655],"study_design_scores_gemma":[0.00068189914,0.00001088078,0.02040627,0.000009184907,0.000017011927,0.000009653668,0.00057647604,0.0033095053,0.00036463526,0.0007050754,0.97364527,0.00026412788],"about_ca_topic_score_codex":0.13423419,"about_ca_topic_score_gemma":0.7656372,"teacher_disagreement_score":0.7295929,"about_ca_system_score_codex":0.00020372799,"about_ca_system_score_gemma":0.00008539672,"threshold_uncertainty_score":0.99909824},"labels":[],"label_agreement":null},{"id":"W7055012362","doi":"","title":"Beyond The Chip: Microphysiological Systems On Multi-well Plates","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Process (computing); Scalability; Throughput; Scaffold; Process development; Drug development; Relevance (law)","score_opus":0.009469209546961052,"score_gpt":0.2201473501846798,"score_spread":0.21067814063771872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055012362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009586212,0.00040882832,0.00030799763,0.000029218498,0.0017044811,0.00042127367,0.00036006057,0.000071622315,0.9871103],"genre_scores_gemma":[0.10705593,0.000013219612,0.000082483944,0.000026745967,0.00083552476,0.0000044408584,0.0006348451,0.000050443203,0.8912964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866235,0.000081378486,0.0001915744,0.0005434981,0.00018894486,0.00033223318],"domain_scores_gemma":[0.9993412,0.000073103416,0.00015040481,0.00029371234,0.000064668384,0.00007691233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004456809,0.00042231655,0.00035534747,0.00008101199,0.0002956475,0.00011123344,0.00044687386,0.00020071192,0.046844866],"category_scores_gemma":[0.0000016437809,0.0003034937,0.0002672894,0.00027967856,0.00008309075,0.00009949131,0.000059513754,0.0007470252,0.0008682453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018884576,0.00081054395,0.0005430995,0.0010545766,0.0028395997,0.0007302705,0.004856812,0.005687644,0.0035713406,0.4700697,0.028227292,0.47972065],"study_design_scores_gemma":[0.0008996262,0.00020075761,0.00019112483,0.00044285116,0.00033353773,0.0000018191707,0.012454964,0.00047338026,0.0013415063,0.0046697427,0.9782019,0.0007887896],"about_ca_topic_score_codex":0.00011758464,"about_ca_topic_score_gemma":0.000032401178,"teacher_disagreement_score":0.9499746,"about_ca_system_score_codex":0.0000845605,"about_ca_system_score_gemma":0.0000723119,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W7055043240","doi":"","title":"Assessing Remote Sensing Approaches to Map Invasive Phragmites australis at Multiple Spatial Scales","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Invasive species; Wetland; Habitat; Introduced species; Native plant; Thematic Mapper; Spatial distribution","score_opus":0.05039208750728515,"score_gpt":0.24521624496525973,"score_spread":0.19482415745797457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055043240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15224132,0.000016969665,0.0028182617,0.00027399976,0.00041334782,0.0010716036,0.00008349714,0.0000539862,0.843027],"genre_scores_gemma":[0.20723431,0.0000015576128,0.002807474,0.000019858604,0.00019522438,5.032125e-7,0.00107962,0.00004895303,0.7886125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778175,0.00015314242,0.00027312903,0.0007781189,0.00047360038,0.00054025784],"domain_scores_gemma":[0.9987375,0.00021851125,0.00024492844,0.00043149077,0.00013514738,0.00023240203],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009433254,0.00045788623,0.000454237,0.00030726145,0.00028931798,0.00030365924,0.00043717705,0.000202296,0.34467673],"category_scores_gemma":[0.000014664706,0.00052343967,0.00022289345,0.00036950925,0.000047598824,0.00011019036,0.0003822018,0.00041410304,0.00051622454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001762329,0.00004028411,0.0036928528,0.00026137932,0.00014057785,0.000035730674,0.00065021566,0.00006981831,0.004078944,0.000112581416,0.0016684426,0.9890729],"study_design_scores_gemma":[0.0033448876,0.00021738428,0.014456577,0.0013893198,0.00042492084,0.0000020626414,0.053946648,0.009242803,0.02577653,0.00007114226,0.8889001,0.0022276116],"about_ca_topic_score_codex":0.0070275017,"about_ca_topic_score_gemma":0.017971117,"teacher_disagreement_score":0.9868453,"about_ca_system_score_codex":0.0001085156,"about_ca_system_score_gemma":0.00020830131,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W7055167934","doi":"","title":"Assessing the overwintering habitat ecohydrology of an at-risk snake after wildfire","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Peat; Habitat; Ecohydrology; Ecosystem; Climate change; Water table; Snow; Flooding (psychology); Hydrology (agriculture)","score_opus":0.010749549297156002,"score_gpt":0.2542040610491074,"score_spread":0.24345451175195143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055167934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7266937,0.00006826069,0.00048392176,0.0000139254735,0.00019149842,0.00014703839,0.000065268825,0.000014844232,0.27232152],"genre_scores_gemma":[0.8176174,0.0000086403925,0.00007167921,0.000013129305,0.0001470533,0.0000029729993,0.00042020064,0.00004535837,0.18167356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982835,0.00028906978,0.00025648973,0.00051488046,0.00026046493,0.00039558296],"domain_scores_gemma":[0.99888873,0.00010686798,0.00032650252,0.00047597187,0.00008966874,0.00011227693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000115789946,0.00032598464,0.0004555718,0.000099274286,0.0002696497,0.00010898568,0.0005496785,0.0001725833,0.03849962],"category_scores_gemma":[0.0000035255123,0.00029914101,0.0003087233,0.00030723392,0.000119174845,0.00042907443,0.00027050293,0.00059114996,0.00003518773],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046069178,0.00022618014,0.088275224,0.0001430971,0.0009015247,0.00012998325,0.003998023,0.00019922324,0.0019793236,0.0011977761,0.00018840004,0.90230054],"study_design_scores_gemma":[0.011142663,0.0005292753,0.14992292,0.0024727574,0.0037858225,0.000028173738,0.25585973,0.087288134,0.042250592,0.011078246,0.42916673,0.0064749476],"about_ca_topic_score_codex":0.0005598771,"about_ca_topic_score_gemma":0.0008426255,"teacher_disagreement_score":0.8958256,"about_ca_system_score_codex":0.0001701971,"about_ca_system_score_gemma":0.0003018553,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W7055196148","doi":"","title":"Caregiver-teen Conflict &amp; the CAS: A Beneficial Relationship?","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Blame; Agency (philosophy); Service (business); Service provider; Human services; Type of service; Qualitative research","score_opus":0.017448676326750786,"score_gpt":0.21240009940130872,"score_spread":0.19495142307455793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055196148","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4653084,0.00024759423,0.00086789497,0.000031724234,0.00079253025,0.00028133593,0.00005023177,0.00029962094,0.5321207],"genre_scores_gemma":[0.66595834,0.000048756934,0.00008652684,0.00002635495,0.00020621484,0.0000022324573,0.00034197897,0.00007244124,0.33325714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990137,0.000052704294,0.00018180753,0.00025569266,0.0001946965,0.0003013497],"domain_scores_gemma":[0.99933136,0.00008775081,0.00008264541,0.00033423273,0.00007319522,0.00009082142],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060406368,0.00029726332,0.00025429847,0.00010847001,0.00023360374,0.00009044612,0.0004225379,0.00032447738,0.005864044],"category_scores_gemma":[0.000012209083,0.00028165878,0.00013964358,0.00038101856,0.0000332834,0.00014615856,0.00003612281,0.0004500419,0.0002045423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007358631,0.00023849506,0.049153592,0.002189306,0.0020018914,0.00034543037,0.03962962,0.09232421,0.0024453346,0.0493339,0.031193664,0.73040867],"study_design_scores_gemma":[0.000515169,0.000025535204,0.010393349,0.00008194143,0.0002564506,0.0000039280512,0.0027153275,0.00467392,0.00014934548,0.00008931635,0.9805445,0.0005512371],"about_ca_topic_score_codex":0.00022897767,"about_ca_topic_score_gemma":0.008897289,"teacher_disagreement_score":0.94935083,"about_ca_system_score_codex":0.00018416124,"about_ca_system_score_gemma":0.000040690586,"threshold_uncertainty_score":0.9999636},"labels":[],"label_agreement":null},{"id":"W7055232612","doi":"","title":"Citizen Brief: Defining the Mental Health and Addictions 'Basket of Core Services' to be Publicly Funded in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Mental health; Addiction; Core (optical fiber); Key (lock); Public health; Addiction medicine","score_opus":0.016508356801728064,"score_gpt":0.22747368843666113,"score_spread":0.21096533163493306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055232612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074124464,0.000051304967,0.00006750574,0.002135194,0.00006462748,0.00062511355,0.0003861744,0.000020903322,0.9959079],"genre_scores_gemma":[0.000997669,0.000009646025,0.00018424455,0.00023122458,0.000029382185,0.000003611912,0.00010376083,0.000048246508,0.9983922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889493,0.0000698558,0.00017037669,0.00032756163,0.00022922458,0.0003080511],"domain_scores_gemma":[0.9993074,0.00004178272,0.00015735258,0.0002784501,0.000030006828,0.00018499285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009141816,0.0001944472,0.00026585752,0.00025900072,0.000098854915,0.00004169355,0.00035700153,0.00006193148,0.8728088],"category_scores_gemma":[9.270665e-7,0.00016305486,0.000058309164,0.0002673082,0.000073112526,0.00002440928,0.00045790654,0.0002214863,0.000038179354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009496208,0.00010196777,0.086871214,0.00009118577,0.00016382046,0.0000050350495,0.0020193835,4.5471197e-7,0.000014025971,0.021884207,0.32333443,0.5654193],"study_design_scores_gemma":[0.0010477196,0.00008665131,0.0024107,0.00023816183,0.000011902227,3.54962e-7,0.0039272243,0.000008179727,0.0000018143079,0.000018582763,0.9921047,0.00014400254],"about_ca_topic_score_codex":0.33885723,"about_ca_topic_score_gemma":0.7506509,"teacher_disagreement_score":0.87277067,"about_ca_system_score_codex":0.00007111056,"about_ca_system_score_gemma":0.00029413137,"threshold_uncertainty_score":0.6655454},"labels":[],"label_agreement":null},{"id":"W7055248109","doi":"","title":"Associations between Public Health Measure Adherence and Changes in Alcohol Use among Older Canadians During the COVID-19 Pandemic from the Canadian Longitudinal Study on Aging (CLSA)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Binge drinking; Longitudinal study; Public health; Psychological intervention; Pandemic; Odds; Prospective cohort study; Alcohol; Marital status; Logistic regression","score_opus":0.1520862034427531,"score_gpt":0.31720816642183874,"score_spread":0.16512196297908566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055248109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98652357,0.000041018582,0.0000032285486,0.00859625,0.000054801003,0.00093003665,0.00095509016,0.000070051836,0.002825936],"genre_scores_gemma":[0.9353904,0.00002904963,0.0000024656588,0.0010371165,0.00010680789,0.000005787824,0.0013061623,0.000030593033,0.062091608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978314,0.00043588903,0.00024495725,0.00053489086,0.00043762522,0.00051525224],"domain_scores_gemma":[0.99825674,0.0003430707,0.00026706158,0.0003215656,0.00010759298,0.00070397754],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042536875,0.00029106333,0.0004689962,0.00058194343,0.0010020849,0.00021012976,0.0002523421,0.00021757103,0.0027229204],"category_scores_gemma":[0.00021471555,0.00023928509,0.00009967223,0.0012114098,0.00007218507,0.00014141039,0.00003332304,0.0008196916,0.00001279775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012455569,0.000025120373,0.9859212,0.000030531155,0.00033439192,0.00020930664,0.008557651,0.000010152058,0.0000018714192,0.000006557785,0.00031407783,0.004576688],"study_design_scores_gemma":[0.0011941502,0.00005099941,0.9620217,0.0004277214,0.00023142458,0.0000016209077,0.034254324,0.000012450514,6.876111e-7,0.000004737148,0.0015973535,0.00020279815],"about_ca_topic_score_codex":0.915369,"about_ca_topic_score_gemma":0.9996857,"teacher_disagreement_score":0.08431677,"about_ca_system_score_codex":0.0021568255,"about_ca_system_score_gemma":0.0015202981,"threshold_uncertainty_score":0.99818873},"labels":[],"label_agreement":null},{"id":"W7055264014","doi":"","title":"THE COMPLEX INTERACTION BETWEEN SEPSIS, IMMUNITY, AND THE MICROBIOME IN A MURINE MODEL OF OBESITY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Sepsis; Obesity; Macrophage polarization; Inflammation; Microbiome; Context (archaeology); Circadian rhythm; Macrophage","score_opus":0.018511575762508607,"score_gpt":0.21817049000449112,"score_spread":0.1996589142419825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055264014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6014873,0.0009314734,0.0014924543,0.00038379012,0.0003247366,0.0012131834,0.00027550434,0.00022969794,0.3936619],"genre_scores_gemma":[0.83431965,0.00038841195,0.00012691261,0.000008141252,0.000026685684,0.000004359376,0.00027229812,0.000034293804,0.16481927],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994122,0.000054280677,0.00018234011,0.00014543116,0.000074934374,0.00013085672],"domain_scores_gemma":[0.99954975,0.00012316853,0.000058932703,0.000209431,0.000031643667,0.000027069125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009761606,0.00016924676,0.00022008215,0.000112848,0.00010982478,0.000053694945,0.00030116513,0.00011239156,0.0004519349],"category_scores_gemma":[0.0000024362,0.00012730612,0.000077158256,0.00035583993,0.00007971407,0.000083344006,0.00007981377,0.00037580117,0.000012768234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029066312,0.00061684556,0.0049965694,0.0119197685,0.0057085985,0.00007492257,0.05641669,0.079398885,0.10708895,0.08600809,0.03764905,0.607215],"study_design_scores_gemma":[0.00679397,0.00008658915,0.016849434,0.0017582002,0.0017724147,0.000009928723,0.029636044,0.46995986,0.010198388,0.009348276,0.45174766,0.0018392517],"about_ca_topic_score_codex":0.00032901397,"about_ca_topic_score_gemma":0.0019703484,"teacher_disagreement_score":0.60537577,"about_ca_system_score_codex":0.000089949914,"about_ca_system_score_gemma":0.000021195732,"threshold_uncertainty_score":0.51913935},"labels":[],"label_agreement":null},{"id":"W7055273056","doi":"","title":"Camera Based Deep Learning Algorithms with Transfer Learning in Object Perception","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep learning; Transfer of learning; Convolutional neural network; Object detection; Segmentation; Monocular; Representation (politics); Residual; License","score_opus":0.010342343800205392,"score_gpt":0.19713110687718668,"score_spread":0.18678876307698128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055273056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90963537,0.00013190009,0.0006901568,0.000028348979,0.00041184627,0.00037754254,0.0000123816135,0.00023449541,0.08847795],"genre_scores_gemma":[0.603794,0.000047946225,0.001378633,0.000052378724,0.000110751236,0.0000068376503,0.0005458044,0.00013364188,0.39393002],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971085,0.0007198653,0.00032700427,0.0008360114,0.0004553802,0.00055324147],"domain_scores_gemma":[0.99926496,0.000060813516,0.00015744018,0.00023977313,0.00016136578,0.000115642055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002817052,0.00049851363,0.0006254274,0.00024403374,0.00026911372,0.00024773096,0.00044994892,0.00040112462,0.24973345],"category_scores_gemma":[0.000028189157,0.0004996124,0.00013160933,0.0003577741,0.00007925161,0.00047340555,0.000054074775,0.00071409,0.00033863704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023614739,0.00013231137,0.0010026558,0.00068528304,0.000056455163,0.0007258519,0.0065171216,0.026795791,0.7549772,0.000017007493,0.000010841475,0.20671797],"study_design_scores_gemma":[0.01620234,0.0029104878,0.025064562,0.006978088,0.0011909003,0.000077182835,0.26583734,0.0068809916,0.40568304,0.000010218225,0.26173407,0.007430773],"about_ca_topic_score_codex":0.00095785846,"about_ca_topic_score_gemma":0.0026784167,"teacher_disagreement_score":0.3492942,"about_ca_system_score_codex":0.00035398966,"about_ca_system_score_gemma":0.00024088332,"threshold_uncertainty_score":0.99974555},"labels":[],"label_agreement":null},{"id":"W7055294642","doi":"","title":"Characterizing and assessing the transport and fate of hydrocarbons in association with methanogenesis in oil sands reclamation scenarios","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Tailings; Methane; Methanogenesis; Asphalt; Land reclamation; Petroleum; Fugitive emissions","score_opus":0.00937759236750237,"score_gpt":0.22390351455677182,"score_spread":0.21452592218926944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055294642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.688753,0.000028995672,0.000030531835,0.00016598128,0.000020753258,0.0001442798,0.000007893809,0.0000037488765,0.31084484],"genre_scores_gemma":[0.78300816,0.000062529274,0.00007423265,0.0000067741526,0.000010471014,0.0000044760336,0.00013279806,0.000008449279,0.21669212],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99913645,0.000112552465,0.00018849087,0.00022782017,0.00018405511,0.00015063796],"domain_scores_gemma":[0.9995427,0.00010241533,0.00020422308,0.000092161776,0.00003334412,0.00002514411],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020410826,0.00014295294,0.00023932713,0.00025885305,0.000061636245,0.00003931554,0.00009870718,0.000090224145,0.008059254],"category_scores_gemma":[0.000004268129,0.00012901587,0.00002885128,0.00048757918,0.00001678896,0.000070980255,0.000025712245,0.00022137561,1.954753e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008060518,0.00003669329,0.33621585,0.00016309107,0.000056430265,0.000004568373,0.0013608269,0.000005364619,0.003207234,0.00010591184,0.000003250327,0.6587602],"study_design_scores_gemma":[0.002791448,0.00007360092,0.9504032,0.0016726212,0.00028790926,2.2755205e-7,0.023681717,0.0020187662,0.003501595,0.00004739177,0.015102672,0.00041880715],"about_ca_topic_score_codex":0.002308944,"about_ca_topic_score_gemma":0.0057786917,"teacher_disagreement_score":0.65834135,"about_ca_system_score_codex":0.00003802678,"about_ca_system_score_gemma":0.0001290096,"threshold_uncertainty_score":0.9928475},"labels":[],"label_agreement":null},{"id":"W7055341890","doi":"","title":"Capacity Expansion of Electric Vehicle Charging Network: Model, Algorithms and A Case Study","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Electric vehicle; Solver; Range (aeronautics); Process (computing); Heuristic; Installation; Integer programming; Integer (computer science)","score_opus":0.013789176403982013,"score_gpt":0.22710962028237036,"score_spread":0.21332044387838836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055341890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75031054,0.00011413745,0.008486926,0.0000023926564,0.00020319589,0.00064986566,0.000096797725,0.000028318105,0.24010782],"genre_scores_gemma":[0.8914663,0.000006594314,0.0004932821,0.000002894007,0.00014837169,0.0000016691167,0.00005720367,0.000031834443,0.10779185],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988363,0.00006611827,0.00019979809,0.00041941513,0.0001796342,0.00029875775],"domain_scores_gemma":[0.9993083,0.000030872226,0.00024993217,0.00021887223,0.00011640282,0.000075658325],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007916535,0.00028424367,0.00041330527,0.0001061634,0.00019409053,0.00002198925,0.00014087967,0.00011003492,0.00508492],"category_scores_gemma":[0.0000011532337,0.00031439765,0.00009925763,0.00036780536,0.000024198596,0.00024467966,0.000047954025,0.00034484535,0.000004600519],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038008517,0.00033923434,0.01246692,0.00025352914,0.00056250865,0.00050980906,0.0075888676,0.010003644,0.00082037353,0.004727435,0.00009674503,0.9622508],"study_design_scores_gemma":[0.024678063,0.0035984144,0.002139042,0.0020221903,0.0046727415,0.00014114911,0.33474314,0.5786386,0.0087923985,0.011929407,0.021631582,0.0070132366],"about_ca_topic_score_codex":0.0006350396,"about_ca_topic_score_gemma":0.000095525815,"teacher_disagreement_score":0.9552376,"about_ca_system_score_codex":0.000057242425,"about_ca_system_score_gemma":0.000112014925,"threshold_uncertainty_score":0.9999308},"labels":[],"label_agreement":null},{"id":"W7055392765","doi":"","title":"Chronic Disease Health Knowledge: A Survey of Older Adults Living in Ontario Social Housing","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic disease; Public housing; Disease; Behavioral Risk Factor Surveillance System; Social determinants of health; General Social Survey; Public health; Survey data collection; Older people","score_opus":0.016325552471130586,"score_gpt":0.2381024324239684,"score_spread":0.2217768799528378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055392765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016127336,0.0002834448,0.00007288962,0.00005773266,0.00010978526,0.0006862753,0.0001725152,0.000029348112,0.9969753],"genre_scores_gemma":[0.023413679,0.0000063338007,0.00002253095,0.000008427171,0.00010225209,0.00000392172,0.00015252375,0.00010585883,0.9761845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820405,0.0004267504,0.00022411223,0.00045166805,0.00027690493,0.00041649982],"domain_scores_gemma":[0.9992258,0.000070783106,0.000258565,0.00025232873,0.000042492175,0.00015004707],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019926953,0.00025634372,0.00041934956,0.00037361428,0.00011563284,0.000023239942,0.00041401884,0.00006152722,0.9791138],"category_scores_gemma":[0.0000037900027,0.00031966076,0.00011747931,0.00057331077,0.00006811571,0.00001867168,0.00069851626,0.00047074634,0.000030179659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000663823,0.00031684566,0.24510334,0.00029658727,0.00007222005,0.000015734982,0.0011927318,0.0000035538978,4.8084854e-7,0.0001449886,0.051885173,0.700902],"study_design_scores_gemma":[0.0009874639,0.000050382376,0.27602506,0.00044049654,0.000016927272,2.5891142e-8,0.0007973059,0.000051266703,1.5895746e-7,9.0626423e-7,0.7214071,0.00022288198],"about_ca_topic_score_codex":0.6014072,"about_ca_topic_score_gemma":0.88816583,"teacher_disagreement_score":0.97908366,"about_ca_system_score_codex":0.0004076898,"about_ca_system_score_gemma":0.0021637287,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W7055403930","doi":"","title":"Cyclicality in the prices of risk: what more can we learn from explainable AI?","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Government (linguistics); Feature (linguistics); Term (time); Work (physics)","score_opus":0.018117575962031545,"score_gpt":0.22463939883248987,"score_spread":0.20652182287045834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055403930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65315014,0.0077045104,0.00046509618,0.00056618213,0.0013370995,0.0005433251,0.0005832955,0.00030502185,0.3353453],"genre_scores_gemma":[0.9397335,0.012085278,0.00022345007,0.00006370245,0.00027636177,0.000004549873,0.00012795649,0.00012322038,0.04736199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855,0.00007759321,0.00028701074,0.0003417155,0.0004189046,0.00032475358],"domain_scores_gemma":[0.9992119,0.0001201732,0.00010580761,0.00042554058,0.00006713466,0.00006945341],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019842504,0.0002981303,0.0004264866,0.00014409897,0.000047442114,0.00016481761,0.00055468024,0.00030000124,0.0030331674],"category_scores_gemma":[0.00001762524,0.0002543509,0.00016146379,0.00069434784,0.00007302641,0.0003403129,0.00017104819,0.0008045731,0.000017630398],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079090496,0.00025397388,0.04001276,0.0023352809,0.0009418928,0.0023729785,0.011268712,0.025632778,0.00032248028,0.00068650435,0.008218561,0.907875],"study_design_scores_gemma":[0.0004062462,0.00003228904,0.005220351,0.0008275925,0.00038792953,0.0000075278376,0.015790336,0.007662997,0.0003469971,0.0006831607,0.9680513,0.000583286],"about_ca_topic_score_codex":0.005387451,"about_ca_topic_score_gemma":0.0068470608,"teacher_disagreement_score":0.9598327,"about_ca_system_score_codex":0.00037708992,"about_ca_system_score_gemma":0.0001330923,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W7055441240","doi":"","title":"The Cree of James Bay, Quebec, Canada","year":2000,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Government (linguistics); Legislation; Inheritance (genetic algorithm); Human rights; Indigenous; Ethnic group","score_opus":0.0051686634195177005,"score_gpt":0.15614287255705997,"score_spread":0.15097420913754228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055441240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065361086,0.0006960488,0.00007530162,0.00002916083,0.0002194723,0.00009553567,0.00006428286,0.00011746653,0.99804914],"genre_scores_gemma":[0.0036689756,0.0002926822,0.000044831788,0.00001777386,0.00006231811,2.8170987e-7,0.0000069859193,0.00013678607,0.9957694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999369,0.000020084832,0.00010699788,0.00013107512,0.00013741512,0.00023541688],"domain_scores_gemma":[0.99958944,0.000026301801,0.000047027148,0.0002605127,0.000008907832,0.00006778037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000012685203,0.00019016578,0.00019758784,0.000048720914,0.00004836564,0.00002238614,0.00037071627,0.00012494867,0.048047025],"category_scores_gemma":[0.000001121607,0.00016708503,0.000055418674,0.0002072933,0.00005668045,0.000036809342,0.00004441218,0.00014003812,0.000015445688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013511842,0.000010062064,0.000562227,0.00008079168,0.00020420179,0.000065942426,0.000032818818,0.0009294066,0.000026963562,0.0002590453,0.804815,0.19300005],"study_design_scores_gemma":[0.00017653104,0.0000053106432,0.00013044616,0.000050902727,0.00003531614,7.1496913e-7,0.0001744891,0.00081343227,0.00006922877,0.0000034022235,0.9983535,0.00018675206],"about_ca_topic_score_codex":0.45549962,"about_ca_topic_score_gemma":0.98693347,"teacher_disagreement_score":0.5314339,"about_ca_system_score_codex":0.000117242984,"about_ca_system_score_gemma":0.00012588254,"threshold_uncertainty_score":0.95282316},"labels":[],"label_agreement":null},{"id":"W7055622375","doi":"","title":"Dialogue summary: Implementing a policy vision for enhancing equitable access to assistive technologies in Canada","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"AGE-WELL; McMaster University","keywords":"Key (lock); Stakeholder; Assistive technology; Universal design; Thematic analysis; Emerging technologies","score_opus":0.01503751400495112,"score_gpt":0.22904210892239643,"score_spread":0.2140045949174453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055622375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019453833,0.00009562499,0.035962492,0.0006247242,0.00010905744,0.0010270545,0.000689412,0.0006076713,0.9608645],"genre_scores_gemma":[0.012215699,0.000083369945,0.0036357534,0.00018545822,0.00018703817,0.00004906265,0.00017934416,0.00038578027,0.9830785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887425,0.000014000444,0.00015184734,0.00033902295,0.00010631278,0.0005145491],"domain_scores_gemma":[0.9995878,0.00005132668,0.00006054557,0.00020073373,0.00001486084,0.00008478554],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036626654,0.0002497334,0.00030096748,0.00033666854,0.00006597265,0.00006302427,0.00057348196,0.00013247595,0.0030591013],"category_scores_gemma":[0.000017037162,0.00029482355,0.000045744055,0.0009607711,0.000013158366,0.00011136783,0.00044145106,0.00016548269,0.0000133036965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020111433,0.000012867252,0.0005194888,0.00042215938,0.000114335366,0.000044108845,0.00007765493,0.00077285763,0.0012219693,0.0010184136,0.8341602,0.16161583],"study_design_scores_gemma":[0.00033352774,0.000016448097,0.000048397535,0.00022116574,0.000025478212,2.572958e-7,0.000824024,0.00065029494,0.00082551886,0.00003172121,0.99670595,0.0003172069],"about_ca_topic_score_codex":0.43860167,"about_ca_topic_score_gemma":0.96956205,"teacher_disagreement_score":0.5309604,"about_ca_system_score_codex":0.0010316089,"about_ca_system_score_gemma":0.00038566798,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W7055665923","doi":"","title":"Cross disorder homogeneity: An examination of neurodevelopmental disorders through behavioural correlates and functional connectivity","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Research Domain Criteria; Neurodevelopmental disorder; Intraparietal sulcus; Autism; Anterior cingulate cortex; Functional connectivity; Functional impairment; Correlation; Panic disorder","score_opus":0.022299850235103315,"score_gpt":0.228504633128261,"score_spread":0.2062047828931577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055665923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603441,0.00009676593,0.00008359767,0.00001082232,0.0012291819,0.00034983468,0.00017487239,0.000071038776,0.03763979],"genre_scores_gemma":[0.8757815,0.000039949908,0.00011933239,0.000007945749,0.000032383847,0.0000029798462,0.00035474368,0.00004408775,0.12361707],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982517,0.00023003081,0.00027987713,0.0006323486,0.0003182386,0.00028781823],"domain_scores_gemma":[0.99886066,0.000046096637,0.0005346498,0.00034085673,0.00013860226,0.000079144615],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020662001,0.0003655287,0.00042139972,0.00007823217,0.0005199063,0.00022312565,0.00043891312,0.00030388156,0.052837845],"category_scores_gemma":[0.00003653162,0.00038594476,0.00007852633,0.00005952507,0.0003319136,0.001501034,0.00016523518,0.00017117565,0.000042003852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003779295,0.00081978005,0.10095285,0.0008918835,0.00016762305,0.00005726633,0.0072597675,0.00034657295,0.35632908,0.0008391326,0.000055029504,0.5285017],"study_design_scores_gemma":[0.0016096892,0.0003025612,0.9506887,0.00014312594,0.00017011186,0.000009647912,0.00348729,0.000034287503,0.03743802,0.00007827184,0.00529434,0.00074395514],"about_ca_topic_score_codex":0.00096304534,"about_ca_topic_score_gemma":0.0024419406,"teacher_disagreement_score":0.84973586,"about_ca_system_score_codex":0.00008376213,"about_ca_system_score_gemma":0.00008901946,"threshold_uncertainty_score":0.9998593},"labels":[],"label_agreement":null},{"id":"W7055706574","doi":"","title":"Developing Platforms for Solid-Phase Bioaffinity Assays Using Nucleic Acid Aptamers","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Aptamer; Homogenizer; Diafiltration; Mechanism (biology)","score_opus":0.04305369946295751,"score_gpt":0.3183515932847744,"score_spread":0.2752978938218169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055706574","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048596513,0.000018610444,0.0069454215,0.00006534773,0.00050442544,0.0011697798,0.00024582248,0.000053907992,0.94240016],"genre_scores_gemma":[0.0475251,0.000010665198,0.003504614,0.000023183371,0.00029357278,0.000010336734,0.0013507495,0.00008116232,0.9472006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981676,0.000028997356,0.00029027788,0.000588769,0.00033315946,0.0005912081],"domain_scores_gemma":[0.9985639,0.0000619549,0.0004713108,0.00046212698,0.0002562677,0.00018447802],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014904486,0.00043449318,0.00047587825,0.00028340786,0.0007948351,0.00024019444,0.000825213,0.00022353715,0.49778417],"category_scores_gemma":[0.000015113779,0.0004825039,0.00028851448,0.00022171938,0.00007881529,0.00014353926,0.00016700343,0.00037936115,0.000058450936],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036019128,0.0001175194,0.00026518985,0.000218734,0.00025381,0.000017942713,0.00027891138,0.000004805582,0.0034465797,0.004930289,0.0009980014,0.989108],"study_design_scores_gemma":[0.0055799503,0.00022951487,0.0003079823,0.00046266193,0.0003769639,7.347524e-7,0.013453783,0.0038165348,0.01302965,0.00064483075,0.96088237,0.0012150059],"about_ca_topic_score_codex":0.00075482833,"about_ca_topic_score_gemma":0.0008104928,"teacher_disagreement_score":0.98789304,"about_ca_system_score_codex":0.00009860721,"about_ca_system_score_gemma":0.000676225,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W7055726441","doi":"","title":"Detection Of Sepsis Biomarkers Using Microfluidics","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sepsis; Procalcitonin; Biomarker; Organ dysfunction; Glasgow Coma Scale; Protein C","score_opus":0.013317924242651978,"score_gpt":0.2308797370837998,"score_spread":0.2175618128411478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055726441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1302768,0.00016264331,0.0011021179,0.000015144574,0.0002988671,0.00027887,0.000054607484,0.00001589883,0.86779505],"genre_scores_gemma":[0.06570505,0.000027603812,0.0004160824,0.000005508443,0.00007976204,0.0000010311918,0.00037234114,0.000032943393,0.9333597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884546,0.00009187818,0.00021682303,0.00034464768,0.00026904498,0.00023216137],"domain_scores_gemma":[0.999192,0.000035369107,0.00021815025,0.00024266308,0.0002300855,0.00008175809],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056594774,0.0002207888,0.00028222403,0.000249378,0.00010844583,0.000037621194,0.00024285831,0.00013565803,0.7428879],"category_scores_gemma":[0.0000034720133,0.000274694,0.00021322131,0.00067184475,0.000038257927,0.00003261065,0.0001014847,0.00021213008,0.000013907967],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008734321,0.000062141065,0.000948852,0.00014342622,0.0002573453,0.000012061251,0.00015033253,0.0000026589023,0.23200892,0.00008980106,0.00032005558,0.76591706],"study_design_scores_gemma":[0.0012181528,0.00008349529,0.0015490551,0.0003456533,0.00045416845,6.643363e-7,0.027784308,0.0006249007,0.31046677,0.000023345343,0.6568969,0.0005525982],"about_ca_topic_score_codex":0.0031158547,"about_ca_topic_score_gemma":0.0006104654,"teacher_disagreement_score":0.76536447,"about_ca_system_score_codex":0.000034590717,"about_ca_system_score_gemma":0.00022893738,"threshold_uncertainty_score":0.9999705},"labels":[],"label_agreement":null},{"id":"W7055729187","doi":"","title":"Development of Mucoadhesive Thermogels for Treating Anterior Ocular Conditions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Fornix; Mucoadhesion; Polyethylene glycol; Chitosan; Monomer; Pullulan; Polymer; Bioadhesive","score_opus":0.015805395510121615,"score_gpt":0.25223085792678873,"score_spread":0.23642546241666712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055729187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15469973,0.000019803412,0.00068213703,0.000024823556,0.00016507949,0.0010957769,0.00028159787,0.000044154956,0.8429869],"genre_scores_gemma":[0.028497193,0.000002747368,0.0015205385,0.00000358859,0.00005663621,0.000027493023,0.001372571,0.000039014172,0.9684802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998877,0.000035179906,0.0002857171,0.0003201113,0.00021739514,0.0002646327],"domain_scores_gemma":[0.9991971,0.00009668786,0.00025970134,0.00017701325,0.00019616944,0.000073277086],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006413804,0.00022523847,0.00031838857,0.00021865647,0.00020306274,0.00002955665,0.00028921803,0.0000874379,0.5143585],"category_scores_gemma":[0.000005537127,0.00025138442,0.00019578054,0.00030593164,0.000029329105,0.000025402709,0.00007611403,0.00012352686,0.00005430864],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011137711,0.00008749701,0.00037101455,0.00031371147,0.0003444124,0.000007819077,0.0023602366,0.0000028160016,0.019351317,0.0014125181,0.00059365673,0.97504365],"study_design_scores_gemma":[0.0040650615,0.00023144834,0.00945212,0.001404445,0.0005063906,2.6578837e-7,0.14362012,0.00040371157,0.067055434,0.0002854276,0.7718703,0.0011052261],"about_ca_topic_score_codex":0.00024228782,"about_ca_topic_score_gemma":0.0006450662,"teacher_disagreement_score":0.9739384,"about_ca_system_score_codex":0.000024635763,"about_ca_system_score_gemma":0.00029237164,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W7055751985","doi":"","title":"Dialogue Summary: Supporting Neighbourhood-Based Approaches to Addressing Poverty Concentration and its Impacts on Health in Hamilton","year":2011,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Poverty; Stakeholder; Key (lock); Measuring poverty; Stakeholder engagement; Impact assessment","score_opus":0.06053500465422594,"score_gpt":0.25013644480443276,"score_spread":0.1896014401502068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055751985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003943776,0.00006952023,0.0004059052,0.0006429395,0.000064861924,0.0010008777,0.00015478501,0.000041101586,0.99722564],"genre_scores_gemma":[0.03861851,0.000019678017,0.0002578529,0.00043123862,0.00012886287,0.000004491986,0.00024086284,0.00011966349,0.96017885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983978,0.00017413254,0.00021096939,0.00050014677,0.0002025633,0.00051434204],"domain_scores_gemma":[0.99919343,0.000045293185,0.00024363004,0.00021176242,0.000017780434,0.00028811253],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014225008,0.0002999478,0.00036517694,0.00022860126,0.00008204152,0.00006762144,0.00021917782,0.000111168076,0.5222592],"category_scores_gemma":[0.000005703024,0.00031509704,0.00005773232,0.00032004694,0.000031063195,0.000035762656,0.00011918945,0.00028171355,0.00004723002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017180089,0.00022875193,0.0070389886,0.00023936933,0.000055356348,0.00002310154,0.00053035945,0.000019428917,0.00006783245,0.004136053,0.07180796,0.915681],"study_design_scores_gemma":[0.0020974947,0.00031796846,0.0026476658,0.0010037938,0.000024007133,1.7067727e-7,0.0006626689,0.0011466552,0.00020675598,0.000018867511,0.99138236,0.0004915815],"about_ca_topic_score_codex":0.0060292534,"about_ca_topic_score_gemma":0.00419476,"teacher_disagreement_score":0.91957444,"about_ca_system_score_codex":0.00006227461,"about_ca_system_score_gemma":0.0002638679,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W7055760706","doi":"","title":"DEVELOPMENT AND PRECLINICAL VALIDATION OF AN ANTI-EDNRB IMMUNOPET PROBE FOR MELANOMA IMAGING","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Biodistribution; Positron emission tomography; Molecular imaging; Cancer; Preclinical imaging; In vivo; Radioimmunotherapy","score_opus":0.017322159085122774,"score_gpt":0.2644678353313686,"score_spread":0.2471456762462458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055760706","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2653959,0.000047979716,0.0018903855,0.00006034338,0.00017117179,0.001244388,0.000077102486,0.000023072895,0.73108965],"genre_scores_gemma":[0.048800237,0.0000064719143,0.0084437,0.000007686222,0.000054945052,0.000016694583,0.002027524,0.000023027536,0.9406197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988899,0.000060519607,0.00029526974,0.00037994914,0.00017603558,0.0001983034],"domain_scores_gemma":[0.99926865,0.00007635565,0.00020683055,0.00019233633,0.00019100144,0.00006479552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014640769,0.00019699601,0.0002904024,0.00017265834,0.00012535483,0.00005664534,0.0002624425,0.000075018026,0.12792666],"category_scores_gemma":[0.0000066824905,0.0002214535,0.000075471355,0.00018261776,0.000026109796,0.00006389623,0.000114057846,0.00014855414,0.00000296099],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017379921,0.00012864721,0.0031617605,0.00031175785,0.0001049442,0.00000194835,0.000502597,0.0000017692065,0.0017204697,0.0015604991,0.00015271355,0.9921791],"study_design_scores_gemma":[0.0028016083,0.00015129185,0.011008183,0.00047059683,0.0002500134,2.400639e-7,0.012726558,0.000726314,0.035419725,0.00013566657,0.93578756,0.00052227004],"about_ca_topic_score_codex":0.0002215615,"about_ca_topic_score_gemma":0.00015524878,"teacher_disagreement_score":0.99165684,"about_ca_system_score_codex":0.000015779593,"about_ca_system_score_gemma":0.00033407347,"threshold_uncertainty_score":0.90306115},"labels":[],"label_agreement":null},{"id":"W7055840894","doi":"","title":"Drought Tolerance Compared Between Two Eutrema salsugineum Ecotypes and Their Recombinant Inbred Lines","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecotype; Drought tolerance; Inbred strain; Heritability; Quantitative trait locus; Poaceae; Chlorophyll","score_opus":0.014502335065825968,"score_gpt":0.23394505768433158,"score_spread":0.21944272261850561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055840894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24618343,0.0003085499,0.00009630304,0.0002889644,0.00039266582,0.00048461003,0.00012825198,0.000048048478,0.7520692],"genre_scores_gemma":[0.15324071,0.00004954829,0.0001663137,0.000015500906,0.00026151992,0.000004427127,0.0014495089,0.000037464077,0.844775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834746,0.00014052397,0.00028791255,0.00062113843,0.00021504576,0.0003879374],"domain_scores_gemma":[0.9989442,0.0001258229,0.00020682454,0.00034456525,0.00021071856,0.00016784389],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000745074,0.0004222876,0.0006114342,0.00016914784,0.00020253845,0.00014795321,0.00040032674,0.00012070483,0.4474087],"category_scores_gemma":[0.0000032770927,0.00042474543,0.00015643828,0.00045705965,0.000054044518,0.00006198094,0.00021448579,0.00040069828,0.00003691829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001130266,0.00011580761,0.01627293,0.00020124247,0.00025079926,0.000028341468,0.00077012077,0.000007267412,0.0009190163,0.0005985821,0.0026589518,0.97806394],"study_design_scores_gemma":[0.0025483936,0.0000953995,0.021190617,0.0004918359,0.00017232372,7.3190404e-7,0.012280755,0.0005894429,0.0027580753,0.00022091187,0.9588786,0.0007729108],"about_ca_topic_score_codex":0.0014587748,"about_ca_topic_score_gemma":0.0029652664,"teacher_disagreement_score":0.977291,"about_ca_system_score_codex":0.00002104465,"about_ca_system_score_gemma":0.00016699306,"threshold_uncertainty_score":0.9998204},"labels":[],"label_agreement":null},{"id":"W7055856682","doi":"","title":"Design and Characterization of a Miniaturized Fluorescence Analysis System for Measurement of Cell-Free DNA","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focal length; Sepsis; Lens (geology); Microfluidics; Band-pass filter; Filter (signal processing); Optical power; Fluorescence","score_opus":0.01278637793186691,"score_gpt":0.18041554745106853,"score_spread":0.16762916951920162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055856682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379352,0.00005473072,0.056316845,0.0000013910585,0.00021572644,0.0006028755,0.00011600955,0.0000679576,0.0046892725],"genre_scores_gemma":[0.98260915,0.000041945234,0.010679964,9.270518e-7,0.00002945082,0.0000042553334,0.00020558448,0.000040816558,0.0063878777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992157,0.000033015265,0.0002371467,0.00018775945,0.00018812,0.00013821948],"domain_scores_gemma":[0.9992776,0.000018023416,0.00019826544,0.00021354985,0.00024496656,0.000047622023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010718766,0.00017622257,0.00039259618,0.00021783129,0.00003395539,0.000015048707,0.00021079711,0.00015743879,0.00022608456],"category_scores_gemma":[0.0000048898705,0.00019657872,0.00010653002,0.0004974778,0.000019957271,0.000097442105,0.000020755077,0.000049215814,5.469539e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036186393,0.000040292744,0.00020625137,0.0024188568,0.00072803855,0.0000027444344,0.00057784596,0.00029532626,0.98637533,0.000045822035,0.000021536345,0.008926068],"study_design_scores_gemma":[0.0018327502,0.00017438078,0.003523926,0.00042380436,0.0030700562,3.8101402e-7,0.0012168708,0.11326459,0.8750997,0.000005794017,0.0009475842,0.00044013132],"about_ca_topic_score_codex":0.000011392843,"about_ca_topic_score_gemma":0.00006684376,"teacher_disagreement_score":0.112969264,"about_ca_system_score_codex":0.000095466596,"about_ca_system_score_gemma":0.000032014308,"threshold_uncertainty_score":0.8016248},"labels":[],"label_agreement":null},{"id":"W7055941391","doi":"","title":"Developing a Protocol for the External Validation of a Clinical Prediction Model for the Diagnosis of Immune Thrombocytopenia","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immune thrombocytopenia; Logistic regression; Protocol (science); Cohort; Hematology; Clinical trial; Cohort study","score_opus":0.0790527819737895,"score_gpt":0.32201257264193667,"score_spread":0.24295979066814716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055941391","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16576156,0.00007153229,0.6818223,0.00008099762,0.0013959376,0.14719668,0.0004914198,0.0002677169,0.002911879],"genre_scores_gemma":[0.6222064,0.0007138576,0.03049235,0.000055841512,0.0011794805,0.1701718,0.0008928423,0.00074763305,0.17353979],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901754,0.000024933133,0.0004989783,0.00016411617,0.00014118686,0.00015323194],"domain_scores_gemma":[0.9988926,0.00044607805,0.0002745092,0.00019710365,0.00016831576,0.000021377815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026134704,0.00015841845,0.000321573,0.00005224529,0.00011475729,0.000024549798,0.0003523905,0.00017462274,0.00020064844],"category_scores_gemma":[0.000042427346,0.000117397736,0.00024310627,0.0002365093,0.00003127226,0.00012887406,0.000036177127,0.00013828115,0.0000010955683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022246714,0.00018331895,0.010783194,0.0043975855,0.0014581033,0.0000022710974,0.0026694445,0.43330193,0.0020976905,0.003327747,0.0009150435,0.538639],"study_design_scores_gemma":[0.0016593476,0.00009798821,0.008626835,0.00043156,0.0003410066,2.3493881e-7,0.0011137914,0.9726031,0.009379252,0.0002584577,0.005316915,0.00017150646],"about_ca_topic_score_codex":0.000037784197,"about_ca_topic_score_gemma":0.00024146638,"teacher_disagreement_score":0.65132993,"about_ca_system_score_codex":0.000061518185,"about_ca_system_score_gemma":0.00009823921,"threshold_uncertainty_score":0.47873408},"labels":[],"label_agreement":null},{"id":"W7055984627","doi":"","title":"Effects of Caffeine on Fish Learning","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Caffeine; Ingestion; Methylmercury; Ecotoxicology; Stimulant; Pollutant; Aquatic toxicology; Drug","score_opus":0.009128530120620698,"score_gpt":0.22961431569966534,"score_spread":0.22048578557904464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055984627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17824742,0.000010703159,0.00035484514,0.000013361394,0.00028785475,0.00032157992,0.000032673684,0.00007401967,0.82065755],"genre_scores_gemma":[0.32395872,0.0000084598505,0.00000730127,0.0000054223055,0.00011345096,0.0000017268138,0.00034744077,0.00004914305,0.6755083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987859,0.00010108595,0.00015417261,0.00036195922,0.00028232305,0.00031453633],"domain_scores_gemma":[0.9992531,0.00021239348,0.00018760262,0.00016934605,0.00008239397,0.000095163625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049810835,0.00026756537,0.00040175018,0.00018862482,0.00012189697,0.000023165712,0.0003553997,0.00013113262,0.015501754],"category_scores_gemma":[0.000006652004,0.00029795716,0.00022591367,0.0004678593,0.00003654532,0.00007842764,0.0000802278,0.00057551183,0.00025354908],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032851665,0.00016597836,0.0020974018,0.00054864667,0.0005016064,0.00006353817,0.0013807701,0.00016015951,0.0015479049,0.008702584,0.0030358813,0.981467],"study_design_scores_gemma":[0.013377867,0.0009325145,0.01607364,0.004664608,0.0015243535,7.9416526e-7,0.072654165,0.009705802,0.16049574,0.008292501,0.7078588,0.004419229],"about_ca_topic_score_codex":0.00035503897,"about_ca_topic_score_gemma":0.000041362702,"teacher_disagreement_score":0.9770478,"about_ca_system_score_codex":0.000090992624,"about_ca_system_score_gemma":0.00017273611,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W7055997439","doi":"","title":"EMERGENCY MANAGEMENT OF CRITICAL BLEEDS IN PATIENTS WITH IMMUNE THROMBOCYTOPENIA: DEVELOPING A NOVEL METHODOLOGY FOR RARE DISEASES GUIDELINES","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Set (abstract data type); Feeling; Pandemic; Work (physics); EXPOSE; Health care; Field (mathematics)","score_opus":0.04678203069874465,"score_gpt":0.3162682657654221,"score_spread":0.26948623506667746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055997439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106163666,0.00045489767,0.03437521,0.00072446757,0.0012201304,0.0059401426,0.001501249,0.00006059413,0.84955966],"genre_scores_gemma":[0.03782059,0.000049113558,0.057017393,0.000024008694,0.00008178014,0.00014358907,0.0047018914,0.00010468161,0.90005696],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838144,0.00010201122,0.00042983922,0.00043059327,0.00033654852,0.00031959917],"domain_scores_gemma":[0.9990029,0.00010992816,0.00019590122,0.00023782974,0.0003938646,0.00005961937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012058454,0.00026013178,0.000499111,0.0002510226,0.00012586529,0.000013674012,0.00045913795,0.00006058781,0.55254555],"category_scores_gemma":[0.000010750614,0.0002705595,0.00013290616,0.00054269255,0.000038159527,0.000046245394,0.00028533398,0.00017358022,0.0000021241428],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002973254,0.0013392994,0.052441064,0.0031977124,0.0011460566,0.000024902338,0.00066644786,0.000070354494,0.00014189823,0.059586592,0.0012614438,0.87715095],"study_design_scores_gemma":[0.019156044,0.0014011645,0.4624578,0.0014643916,0.002418361,2.5480324e-7,0.07932703,0.000313554,0.0005149697,0.001030128,0.42973122,0.0021850776],"about_ca_topic_score_codex":0.0005033347,"about_ca_topic_score_gemma":0.00030639363,"teacher_disagreement_score":0.8749659,"about_ca_system_score_codex":0.00004445286,"about_ca_system_score_gemma":0.00015664093,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W7056039204","doi":"","title":"An Environmental Scan of Organizations Supporting Racialized Students in Canada","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Social justice; Environmental justice; Racism; Ethnic group; Race (biology); Racial bias","score_opus":0.01334801686519588,"score_gpt":0.2243724505747422,"score_spread":0.21102443370954632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056039204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93931526,0.00006488186,0.0000063786647,0.000012947391,0.00095814664,0.000438793,0.0009321448,0.000037005302,0.05823442],"genre_scores_gemma":[0.9107793,0.00006195346,0.0001139325,0.000033257787,0.000067070774,0.000002316482,0.00023947202,0.00007368759,0.08862903],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967887,0.00039974132,0.0006056053,0.00054012414,0.0012435,0.00042235016],"domain_scores_gemma":[0.99856675,0.00003033192,0.00072481716,0.00045705008,0.00008705233,0.00013398055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051311404,0.0003029366,0.0006241997,0.00013945879,0.00015948359,0.000058330323,0.0013539433,0.00011888194,0.676642],"category_scores_gemma":[0.00006098818,0.0003501277,0.000046954574,0.00031704953,0.000088519046,0.00029744994,0.00090560067,0.0002045172,0.00003530295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055778236,0.00079229637,0.2832294,0.00063983456,0.00019166763,0.0015855924,0.0022320414,0.0043524574,0.668029,0.00002432941,0.0032276392,0.03513794],"study_design_scores_gemma":[0.0034384022,0.00032133886,0.05603947,0.00030296933,0.00036968797,0.000057212514,0.019615129,0.000027852488,0.07342082,0.0000067764245,0.8444677,0.0019326536],"about_ca_topic_score_codex":0.78710485,"about_ca_topic_score_gemma":0.63487506,"teacher_disagreement_score":0.84124005,"about_ca_system_score_codex":0.0042847707,"about_ca_system_score_gemma":0.0044363346,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W7056074253","doi":"","title":"Defining Age-Appropriate BMI Cut-Points for Older Adults","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Body mass index; Overweight; Logistic regression; Observational study; Association (psychology); Test (biology); Cart; MEDLINE","score_opus":0.007455208110940936,"score_gpt":0.19524884667953027,"score_spread":0.18779363856858933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056074253","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5831897,0.00035194604,0.002837725,0.00001256457,0.0023176188,0.0011648862,0.00016067468,0.0005661858,0.4093987],"genre_scores_gemma":[0.44750917,0.00009963059,0.0025973555,0.00004870224,0.00014565876,0.000011791728,0.00144224,0.00027020936,0.5478753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987685,0.000019257946,0.00021718048,0.00040100125,0.0001563056,0.0004377318],"domain_scores_gemma":[0.99940014,0.000042436808,0.000095459145,0.00027197326,0.00008260923,0.00010740764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004754622,0.00037407008,0.0003806358,0.00014773753,0.000091641945,0.00008071537,0.00034303847,0.0003771241,0.0044506355],"category_scores_gemma":[0.000007916925,0.00043750202,0.00018894076,0.0002816651,0.0000139652775,0.00023412342,0.00003848842,0.00028619682,0.00019113478],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075362856,0.00012971528,0.0020177013,0.0033872991,0.000616548,0.00018370888,0.0033469787,0.0049086427,0.0006782146,0.004116495,0.0023314063,0.97752964],"study_design_scores_gemma":[0.01895174,0.00054353545,0.015962955,0.004704962,0.0017375763,0.0000171951,0.028070498,0.25679338,0.012679251,0.0006462895,0.6529733,0.0069193165],"about_ca_topic_score_codex":0.000041874453,"about_ca_topic_score_gemma":0.0005555992,"teacher_disagreement_score":0.9706103,"about_ca_system_score_codex":0.0001546968,"about_ca_system_score_gemma":0.00004177407,"threshold_uncertainty_score":0.99980766},"labels":[],"label_agreement":null},{"id":"W7056114100","doi":"","title":"Dual Processes in Recognition Memory: The Opposing Influences of Processing-Ease on Recognition Memory Decisions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Fluency; Recognition memory; Process (computing); Processing fluency; Dual (grammatical number); Levels-of-processing effect; Illusion; Test (biology); Dual process theory (moral psychology)","score_opus":0.05326709125192966,"score_gpt":0.2497338070273622,"score_spread":0.19646671577543254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056114100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95432717,0.00014347574,0.0000032765945,0.000080290985,0.0007707118,0.00072283513,0.0002040923,0.00016038652,0.04358777],"genre_scores_gemma":[0.91180897,0.0002147175,0.0003298717,0.00014088348,0.00025679855,0.000034200955,0.0006892672,0.00014953177,0.086375736],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99737644,0.00039293876,0.00057733286,0.0006623528,0.00058324187,0.0004076956],"domain_scores_gemma":[0.99805504,0.0003752639,0.0007227439,0.0003093987,0.00044769014,0.000089879766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005532969,0.00041388313,0.0005140034,0.00037584797,0.00030613045,0.0002067008,0.0006765179,0.0003334807,0.021225061],"category_scores_gemma":[0.00063678966,0.0003415031,0.000097633405,0.0007742548,0.00017758722,0.0007167326,0.0001330788,0.00030176569,0.000791498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033335898,0.00024065179,0.000028908054,0.0016537663,0.000041020736,0.00015015558,0.006203238,0.00040646963,0.16530976,0.0000031563436,0.0002536793,0.8223756],"study_design_scores_gemma":[0.0030303793,0.0006396677,0.003274001,0.016399795,0.0005912545,0.000019620651,0.07795147,0.000051177303,0.8907812,0.0012170713,0.004179731,0.0018645853],"about_ca_topic_score_codex":0.0006630359,"about_ca_topic_score_gemma":0.0022306794,"teacher_disagreement_score":0.82051104,"about_ca_system_score_codex":0.00015827442,"about_ca_system_score_gemma":0.00045402182,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W7056148756","doi":"","title":"Engaging Health System Decision-makers in Supporting Comprehensive Chronic Pain Management in Provincial and Territorial Healthcare Systems in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Triacetin; Liquation; Emperipolesis; Durvalumab","score_opus":0.010125698865224018,"score_gpt":0.20503182888976837,"score_spread":0.19490613002454435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056148756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5625166,0.013108067,0.0010678691,0.001699754,0.035544008,0.023411162,0.0014187945,0.0011701668,0.36006355],"genre_scores_gemma":[0.90174264,0.00013863608,0.00074221136,0.00029243843,0.0012574807,0.000033974877,0.000045039513,0.0005219956,0.09522559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99528545,0.0017202484,0.00079298305,0.0008521767,0.0004554575,0.0008936777],"domain_scores_gemma":[0.99863386,0.00015567121,0.00062074495,0.00037067742,0.000026237725,0.00019279457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011806266,0.00045918877,0.0010391517,0.00047825172,0.00008944694,0.00010876869,0.0005613137,0.00022090026,0.0036321348],"category_scores_gemma":[0.000023217744,0.00049347756,0.000036272904,0.00023953368,0.00006347667,0.00013085351,0.00046155395,0.000331683,0.000027640663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002607883,0.00020496483,0.018615145,0.058158666,0.00019294293,0.009452521,0.0033372224,0.0081335725,0.002426913,0.0019530941,0.03966289,0.8552542],"study_design_scores_gemma":[0.0064907214,0.00025206563,0.0013871925,0.019760298,0.000028177285,0.000022939466,0.03181751,0.0013594063,0.000044398144,0.0000053316435,0.9374265,0.001405474],"about_ca_topic_score_codex":0.94676554,"about_ca_topic_score_gemma":0.97263086,"teacher_disagreement_score":0.8977636,"about_ca_system_score_codex":0.0073415185,"about_ca_system_score_gemma":0.0013114564,"threshold_uncertainty_score":0.9997517},"labels":[],"label_agreement":null},{"id":"W7056205955","doi":"","title":"eHealth Data Standards and Data Stewardship for Social Determinants of Health in Support of Ontario Learning Health Systems: a State-of-the-Art Review of the Literature","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"eHealth; Social determinants of health; Population health; Health equity; Health care; Grey literature; Health policy; HRHIS; Equity (law)","score_opus":0.0859760507419808,"score_gpt":0.32447651757050555,"score_spread":0.23850046682852477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056205955","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38528052,0.15554222,0.00018663873,0.005153373,0.012083995,0.029290171,0.386107,0.00014743075,0.026208632],"genre_scores_gemma":[0.22903706,0.10253896,0.0030711675,0.002092917,0.00068394,0.00006519202,0.009945401,0.0008653309,0.6517],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937881,0.0019568666,0.0017604543,0.0007611875,0.0012599671,0.00047338076],"domain_scores_gemma":[0.9928801,0.00010737077,0.004700247,0.0017600872,0.0004720886,0.00008007902],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009741977,0.00033684628,0.0020598036,0.000111903515,0.00024405104,0.000035330897,0.0030658855,0.00014117088,0.004297912],"category_scores_gemma":[0.00034828717,0.00025186734,0.0001295083,0.00035486973,0.0002846947,0.00036925176,0.0043936414,0.00045335141,3.7967533e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002605566,0.0005508342,0.018223135,0.68287385,0.0003533645,0.000033527704,0.01811135,0.000131432,0.0011416237,0.000057903926,0.10328098,0.17263642],"study_design_scores_gemma":[0.0008151633,0.000484924,0.0014382937,0.022456774,0.00011620702,0.00001942876,0.0006690842,0.0000049174923,0.00019133487,0.0000044585486,0.97356015,0.00023925537],"about_ca_topic_score_codex":0.030654436,"about_ca_topic_score_gemma":0.028930807,"teacher_disagreement_score":0.8702792,"about_ca_system_score_codex":0.0014853161,"about_ca_system_score_gemma":0.016776301,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W7056246528","doi":"","title":"Enhancing Understanding of Parental Engagement During Family-Focused Cognitive Behavioural Therapy for Early-Onset Pediatric Obsessive-Compulsive Disorder","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Thematic analysis; Mental health; Cognition; Perception; Qualitative research; Social cognitive theory","score_opus":0.03517678844815661,"score_gpt":0.2600406074694054,"score_spread":0.22486381902124877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056246528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456659,0.000063611755,0.0010118273,0.000011422558,0.00034202632,0.001670806,0.00045636232,0.000048785525,0.050729264],"genre_scores_gemma":[0.7961429,0.000047308997,0.00006456797,0.0000024066744,0.00009179265,0.000028890312,0.0010792032,0.000055886692,0.20248705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803543,0.00013964126,0.00036299,0.0005485064,0.0004262577,0.00048716876],"domain_scores_gemma":[0.9987681,0.00031079238,0.0004138047,0.00017723949,0.00021478417,0.000115274575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011013502,0.00039559323,0.000446455,0.0004226341,0.0003886345,0.00007500384,0.00034758938,0.00012292722,0.107684225],"category_scores_gemma":[0.00000872875,0.00044754084,0.0003087161,0.00059482345,0.000049297352,0.00006799894,0.00015036488,0.00037489884,0.000018665498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028455197,0.00072725315,0.6519779,0.0009411342,0.001076414,0.00006477113,0.010198844,0.000018305253,0.0024299896,0.00047717086,0.00043069516,0.32881197],"study_design_scores_gemma":[0.013749258,0.0007663466,0.6351983,0.0007054871,0.00086115155,2.3646655e-7,0.33872318,0.00010718475,0.006367997,0.00016505322,0.0019740823,0.0013817353],"about_ca_topic_score_codex":0.0016831661,"about_ca_topic_score_gemma":0.00085659116,"teacher_disagreement_score":0.32852435,"about_ca_system_score_codex":0.000089546855,"about_ca_system_score_gemma":0.00020175724,"threshold_uncertainty_score":0.99979764},"labels":[],"label_agreement":null},{"id":"W7056259163","doi":"","title":"Effect of Support Conditions on the Behavior of Elastomeric Bearings","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Substructure; Base isolation; Bearing (navigation); Elastomer; Rigidity (electromagnetism); Slip (aerodynamics); Shear (geology); Superstructure","score_opus":0.009494453875689259,"score_gpt":0.25296928664538293,"score_spread":0.24347483276969367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056259163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2317249,0.0000017392767,0.000002652878,0.000020397323,0.00008140814,0.00069033395,0.00011859243,0.000005918759,0.7673541],"genre_scores_gemma":[0.37706214,0.0000011719414,0.0000030934025,0.0000018730359,0.000019374223,0.000013125143,0.00022055693,0.000011069854,0.6226676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990048,0.00010360834,0.00017410352,0.00022416087,0.00031374802,0.00017959857],"domain_scores_gemma":[0.99882597,0.00018058106,0.0003903149,0.00043435092,0.00011297038,0.000055785727],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119467455,0.00020081198,0.00031591562,0.00015090709,0.00016075348,0.000024360157,0.000576613,0.00007693596,0.8481816],"category_scores_gemma":[0.000008512389,0.00016419424,0.00021227928,0.00015820391,0.00011619195,0.000024296047,0.000076435324,0.0002699507,0.00006751293],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030420296,0.00019322423,0.008964911,0.00024108545,0.00017099662,0.000013152318,0.00021534007,0.0000025508634,0.005311904,0.0039821845,0.0032471626,0.9773533],"study_design_scores_gemma":[0.003104151,0.003127174,0.054695997,0.0007633789,0.0011545899,6.027314e-7,0.005269031,0.000027180111,0.08926528,0.00003683434,0.84187543,0.00068035454],"about_ca_topic_score_codex":0.00079028524,"about_ca_topic_score_gemma":0.00011628849,"teacher_disagreement_score":0.97667295,"about_ca_system_score_codex":0.000010248368,"about_ca_system_score_gemma":0.00011224589,"threshold_uncertainty_score":0.66956466},"labels":[],"label_agreement":null},{"id":"W7056328413","doi":"","title":"DIFFERENCES IN PHYSICAL ACTIVITY AMONG IMMIGRANT AND NON - IMMIGRANT CHILDREN AND YOUTH","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Odds; Immigration; Logistic regression; Odds ratio; Mental health; Physical activity; Neighbourhood (mathematics); Descriptive statistics","score_opus":0.009026799094465755,"score_gpt":0.21033850553449604,"score_spread":0.2013117064400303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056328413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89692754,0.000013400903,0.000007816913,0.000025602441,0.000051493807,0.00045734268,0.00011470733,0.000021458914,0.10238066],"genre_scores_gemma":[0.75321954,0.000019895037,0.000004293335,0.0000011087805,0.000046408015,0.000002477399,0.00020021509,0.000016899703,0.24648914],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872607,0.00007376556,0.00011210061,0.00052835286,0.00024424688,0.00031544003],"domain_scores_gemma":[0.99951875,0.000055623957,0.00010825312,0.00016526038,0.000030696283,0.00012139798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056401677,0.00030293706,0.0004002821,0.00023463412,0.00011324329,0.00009196701,0.00020624965,0.00009981473,0.034711372],"category_scores_gemma":[0.0000022179665,0.0002998221,0.00008256105,0.00036095543,0.00009010341,0.000059364498,0.0001729393,0.00040731375,0.000012242663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016363025,0.00015792587,0.23847745,0.00006349474,0.00010014851,0.000013286995,0.005564104,4.314402e-7,0.0002886253,0.00011472978,0.0000465005,0.75500965],"study_design_scores_gemma":[0.0010191059,0.00007934829,0.9789465,0.00015552595,0.000090677175,9.259914e-8,0.01862423,0.00035584194,0.00018309205,0.000021157048,0.00021030239,0.00031414104],"about_ca_topic_score_codex":0.05193501,"about_ca_topic_score_gemma":0.0151570635,"teacher_disagreement_score":0.75469553,"about_ca_system_score_codex":0.000011952394,"about_ca_system_score_gemma":0.00004760466,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W7056357006","doi":"","title":"Estimating Veterans' Health Benefit Grants Using the Generalized Linear Mixed Cluster-Weighted Model with Incomplete Data","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nucleofection; TSG101; Gestational period; Diafiltration; Hyporeflexia; Proteogenomics; Dysgeusia; Hemopericardium","score_opus":0.04597506430926467,"score_gpt":0.2856126559630612,"score_spread":0.2396375916537965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056357006","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35368747,0.00012065553,0.20858446,0.00085921586,0.00086736865,0.0037145237,0.0018155926,0.00017143978,0.43017927],"genre_scores_gemma":[0.019456344,0.000011901053,0.18505436,0.00021711971,0.00083103916,0.000010130343,0.009741248,0.00018696608,0.7844909],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99749774,0.00018388481,0.00038071504,0.00080061797,0.00056132645,0.0005757334],"domain_scores_gemma":[0.99795395,0.00006291998,0.00045426135,0.0011011405,0.00024448198,0.00018324042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024253203,0.0004619949,0.000500559,0.00017591058,0.0007204434,0.00015447041,0.0014664478,0.00010564846,0.1650014],"category_scores_gemma":[0.000002929093,0.0003739609,0.00010099294,0.00052815763,0.00009491369,0.000118668526,0.0005254375,0.00044951978,0.00002232724],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085524004,0.00015619284,0.00043370284,0.00032215175,0.00046295373,0.000014994429,0.0017127455,0.004796265,0.00027565708,0.0006120661,0.0031114512,0.9872466],"study_design_scores_gemma":[0.002162017,0.00012661351,0.00008873986,0.00036705818,0.00017556165,0.0000011057408,0.0022873883,0.92783195,0.000053153322,0.00006926767,0.066403575,0.00043359803],"about_ca_topic_score_codex":0.006587274,"about_ca_topic_score_gemma":0.0064461757,"teacher_disagreement_score":0.986813,"about_ca_system_score_codex":0.000050056755,"about_ca_system_score_gemma":0.0005016528,"threshold_uncertainty_score":0.99987125},"labels":[],"label_agreement":null},{"id":"W7056403494","doi":"","title":"Factors affecting use of wetland habitat by fish and wildlife in coastal wetlands of Georgian Bay.","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sierra Club Canada Foundation; McMaster University; Ministry of Natural Resources","keywords":"Wetland; Wildlife; Habitat; Fish <Actinopterygii>; Waterfowl; Georgian; Wildlife conservation; Fish habitat","score_opus":0.011721756293609876,"score_gpt":0.18376121393724687,"score_spread":0.17203945764363698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056403494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97261035,0.000009128526,0.0022918487,0.000062420426,0.000033552486,0.00012811259,0.00011226581,0.000042546115,0.024709782],"genre_scores_gemma":[0.98214954,0.000020838932,0.00015651228,0.000028328677,0.0000034285715,2.8773363e-7,0.000019785086,0.000009523985,0.017611735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999557,0.000022436298,0.000119535776,0.00012231358,0.000054178417,0.00012452685],"domain_scores_gemma":[0.9996932,0.000112876856,0.000030708547,0.00010398664,0.000017423814,0.00004178235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028855444,0.000105870495,0.00017463723,0.00011657342,0.00002629576,0.000013926707,0.000089171364,0.000057370988,0.00036227875],"category_scores_gemma":[0.0000075142557,0.000112111884,0.00003212211,0.00038352222,0.000049579325,0.00015950979,0.00005501789,0.00008911018,4.1718425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039517123,0.00007040107,0.9565553,0.00032605787,0.00010221905,0.0000063759508,0.0005965561,0.0015809021,0.015811428,0.00033214674,0.010840016,0.013739088],"study_design_scores_gemma":[0.0042016576,0.00013636783,0.5449094,0.00056395476,0.00016628687,0.000001930357,0.004856768,0.00962826,0.04857688,0.00007064965,0.386161,0.00072684925],"about_ca_topic_score_codex":0.00016016616,"about_ca_topic_score_gemma":0.0029503575,"teacher_disagreement_score":0.4116459,"about_ca_system_score_codex":0.000025710677,"about_ca_system_score_gemma":0.000011384085,"threshold_uncertainty_score":0.457179},"labels":[],"label_agreement":null},{"id":"W7056406753","doi":"","title":"Enabling broad reuse of Canada's geospatial data and digitized cartographic materials. A response to the NDRIO Call for White Papers on Canada’s Future DRI Ecosystem","year":2021,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","score_opus":0.008331970434963866,"score_gpt":0.192201251885324,"score_spread":0.18386928145036013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056406753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487679,0.000059622165,0.00014494386,0.023461597,0.0005738766,0.0014959809,0.0071607884,0.000019711371,0.11831562],"genre_scores_gemma":[0.72347015,0.000007942193,0.00019894492,0.00025308836,0.00021419946,0.000006419351,0.00022539537,0.00002181024,0.27560207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998586,0.00020496419,0.00018547762,0.00039591588,0.00031233727,0.00031529166],"domain_scores_gemma":[0.9986201,0.00016678541,0.00008463851,0.00081099966,0.00014868617,0.00016877608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019645985,0.00015928758,0.00022983582,0.000056685712,0.0002009455,0.000077201585,0.000652995,0.00003224859,0.06467516],"category_scores_gemma":[0.000035693698,0.00014062523,0.000034228447,0.00028753572,0.00001953193,0.000025746947,0.00070146396,0.000098633114,4.878959e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008952641,0.00017151631,0.00791465,0.00040472773,0.00070956623,0.0003564412,0.0017061525,0.0002523816,0.028323283,0.0014507694,0.20459972,0.74515814],"study_design_scores_gemma":[0.0010900117,0.000062844905,0.002446547,0.000054842134,0.00003917319,7.9550836e-7,0.0040288605,0.00011667193,0.0010601337,0.0000016790792,0.9909484,0.00015007991],"about_ca_topic_score_codex":0.827063,"about_ca_topic_score_gemma":0.99712825,"teacher_disagreement_score":0.78634864,"about_ca_system_score_codex":0.00004866196,"about_ca_system_score_gemma":0.0022724855,"threshold_uncertainty_score":0.9361799},"labels":[],"label_agreement":null},{"id":"W7056409694","doi":"","title":"Essays in Information and Privacy Economics","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Private information retrieval; Information economics; Competition (biology); Resource (disambiguation); Market power; Power (physics); Maxim; Information privacy; Game theory","score_opus":0.006922052703497947,"score_gpt":0.174226520523816,"score_spread":0.16730446782031805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056409694","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052955355,0.00018456121,0.00026910784,0.00003495319,0.0002542899,0.00023653141,0.00004664159,0.00019276692,0.9458258],"genre_scores_gemma":[0.15681496,0.0018355056,0.0008131615,0.000053191907,0.00009474362,0.000017468294,0.0014146456,0.00009431622,0.838862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995817,0.0000063234193,0.00013504228,0.00012212624,0.000035343885,0.00011947228],"domain_scores_gemma":[0.99979556,0.00001205039,0.0000273383,0.00010749437,0.000012299557,0.000045259756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002342957,0.000150069,0.00013039137,0.00021426423,0.000025220937,0.000082041945,0.00012728173,0.00016416336,0.0030276251],"category_scores_gemma":[0.0000013075123,0.00018525474,0.000031005544,0.0002209717,0.0000091646325,0.00040491542,0.000024811716,0.00020365234,0.00015516274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055063487,0.000023295266,0.0002858075,0.0018041976,0.00014504562,0.000027433169,0.0064035435,0.005629905,0.00014598481,0.034508675,0.009166962,0.9418041],"study_design_scores_gemma":[0.00031097292,0.000007972418,0.0005279245,0.000118744014,0.000047385085,0.0000015478868,0.00185061,0.0118450485,0.00018150086,0.000930349,0.9838947,0.00028321552],"about_ca_topic_score_codex":0.0000429857,"about_ca_topic_score_gemma":0.00046838977,"teacher_disagreement_score":0.97472775,"about_ca_system_score_codex":0.00012593342,"about_ca_system_score_gemma":0.000028832372,"threshold_uncertainty_score":0.99788374},"labels":[],"label_agreement":null},{"id":"W7056463741","doi":"","title":"Exploration of Protective and Risk Factors for Suicide Using Multiple Approaches","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Suicide prevention; Intervention (counseling); Poison control; Social support; Human factors and ergonomics; Injury prevention; Occupational safety and health; Protective factor","score_opus":0.06982012888573287,"score_gpt":0.23217306478455443,"score_spread":0.16235293589882155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056463741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62229705,0.0002556462,0.36004713,0.0000060543316,0.00003348645,0.00016069924,0.00014032202,0.00005615545,0.017003445],"genre_scores_gemma":[0.9862643,0.000024419964,0.0013975233,5.798745e-7,0.000026135298,0.0000010172811,0.000013363549,0.000016958213,0.012255707],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994841,0.00001595979,0.00009054186,0.00022452936,0.00007299748,0.000111854155],"domain_scores_gemma":[0.9996381,0.00013736803,0.00006746232,0.00008740976,0.000031232357,0.00003847188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042265292,0.00011026758,0.00013905324,0.00009718781,0.000075627744,0.00003048943,0.000079315185,0.000077193086,0.0012371903],"category_scores_gemma":[0.000028617505,0.00010524682,0.00008486303,0.00027450433,0.000051687126,0.00025922153,0.00005091133,0.00008742395,5.600886e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004422213,0.00014557062,0.041938003,0.0011836102,0.0012648476,0.000018855468,0.0043560327,0.005621044,0.039761793,0.0069358503,0.000012902241,0.89831924],"study_design_scores_gemma":[0.0017132241,0.00015240134,0.0005747353,0.000272746,0.0011413426,0.0000031360019,0.03997678,0.84668046,0.082220584,0.0026614408,0.023888215,0.00071490824],"about_ca_topic_score_codex":0.0005863223,"about_ca_topic_score_gemma":0.00011660356,"teacher_disagreement_score":0.89760435,"about_ca_system_score_codex":0.00007497149,"about_ca_system_score_gemma":0.000024802694,"threshold_uncertainty_score":0.9996758},"labels":[],"label_agreement":null},{"id":"W7056609908","doi":"","title":"Fracture Risk Factors in Community-Dwelling Older Adults: Insights from the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Longitudinal study; Sarcopenia; Confidence interval; Grip strength; Bone mineral; Osteoporosis; Bone density; Geriatrics; Risk factor; Femoral neck","score_opus":0.021578575345243663,"score_gpt":0.2496182388950554,"score_spread":0.22803966354981176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056609908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7539248,0.000016695143,0.000009295606,0.000070484326,0.00020002676,0.00080592104,0.00011130251,0.000026269237,0.24483524],"genre_scores_gemma":[0.8443553,0.0000041899607,0.0000043340856,0.00002129531,0.00008826814,0.0000047103226,0.0010295769,0.000036111847,0.15445621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997884,0.0006154739,0.00023199814,0.00044166922,0.00042679947,0.0004000951],"domain_scores_gemma":[0.9984541,0.000542725,0.00018504768,0.0005442433,0.00009756743,0.0001763119],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012815194,0.00038380138,0.00031926789,0.0003898532,0.0009706882,0.00018743744,0.00087246246,0.0001558186,0.28264296],"category_scores_gemma":[0.000012017371,0.00032861184,0.00012385225,0.0007335836,0.000033454322,0.000044605702,0.00012776216,0.0022443114,0.00011311401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120933226,0.0003411928,0.8114166,0.000029264085,0.0002910159,0.000094001065,0.04327861,0.0001985874,0.0000019241472,0.000079450976,0.0010788382,0.14306957],"study_design_scores_gemma":[0.00096679514,0.00007694075,0.6833606,0.0003379874,0.00008898838,1.4181478e-8,0.2779519,0.00009961599,0.000016037015,0.000037150647,0.03677637,0.00028762483],"about_ca_topic_score_codex":0.9361575,"about_ca_topic_score_gemma":0.98147047,"teacher_disagreement_score":0.28252986,"about_ca_system_score_codex":0.00012205977,"about_ca_system_score_gemma":0.000271951,"threshold_uncertainty_score":0.9999166},"labels":[],"label_agreement":null},{"id":"W7056652952","doi":"","title":"Exploring Models for Pharmacist Prescribing in Ontario","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacist; MEDLINE; Medical prescription; Qualitative research; Government (linguistics)","score_opus":0.1222661898543511,"score_gpt":0.25075684603597775,"score_spread":0.12849065618162664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056652952","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000077644494,0.000026790898,0.0019383486,0.00003007134,0.00017488847,0.0008347846,0.000093845665,0.000049519298,0.9967741],"genre_scores_gemma":[0.00038390027,0.00000548128,0.000640518,0.000008288922,0.00013454074,0.000018473615,0.00008960978,0.00012024674,0.99859893],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988094,0.000040149607,0.0001418772,0.0004058023,0.00022367635,0.00037908278],"domain_scores_gemma":[0.99946356,0.000024671137,0.00008867731,0.00023421628,0.000049249902,0.00013962922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084592924,0.00025172063,0.00028107173,0.00030089697,0.000039836803,0.00004525174,0.0003736588,0.0000622677,0.8633057],"category_scores_gemma":[0.0000011416555,0.00029546788,0.00008948423,0.00021424888,0.000032067335,0.000076240736,0.00026255747,0.00028763,0.00006949767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012483585,0.00013138515,0.0014887962,0.00008341735,0.00011955892,0.000028470542,0.00055002846,0.00014794768,0.000022767075,0.0020846901,0.46091402,0.5343041],"study_design_scores_gemma":[0.0019729955,0.000033035336,0.000012298087,0.00013331874,0.000035959773,1.050031e-7,0.0007659628,0.0013282765,0.000015795153,0.00007507279,0.9953437,0.00028349762],"about_ca_topic_score_codex":0.12471101,"about_ca_topic_score_gemma":0.2086378,"teacher_disagreement_score":0.8632362,"about_ca_system_score_codex":0.000100954785,"about_ca_system_score_gemma":0.00030528102,"threshold_uncertainty_score":0.99994975},"labels":[],"label_agreement":null},{"id":"W7056661653","doi":"","title":"Exercise responses to exogenous ketone supplementation in humans: physiology, metabolism, and performance","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Placebo; Ingestion; Heart rate; Rating of perceived exertion; Ketone bodies; VO2 max; Ketosis; Cardiorespiratory fitness; Exertion; Ventilation (architecture)","score_opus":0.01571821592617577,"score_gpt":0.2523666328481388,"score_spread":0.23664841692196303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056661653","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7956066,0.000053783162,0.0000053651293,0.00007273938,0.00014305288,0.0007843444,0.0000804342,0.000032010248,0.20322163],"genre_scores_gemma":[0.14012487,0.00015611082,0.00012684801,0.000015470136,0.00006203379,0.000025632264,0.0006840746,0.000031873606,0.8587731],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986145,0.00009486565,0.00021958926,0.00048657914,0.00022576583,0.00035868274],"domain_scores_gemma":[0.99943745,0.000058584737,0.00009666724,0.0002201129,0.00007923018,0.0001079573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011776324,0.00025839978,0.00032824336,0.000509291,0.00014400664,0.000052469204,0.00027888347,0.00008603998,0.41268978],"category_scores_gemma":[0.0000037362988,0.00029989672,0.000059113143,0.00063063647,0.000032412114,0.000059312097,0.00016426759,0.00023614972,0.0001483369],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012595358,0.00008988598,0.005898517,0.00018933986,0.000052401912,0.000015486548,0.002423535,0.0000109415205,0.004356086,0.00027767234,0.0016873125,0.98373926],"study_design_scores_gemma":[0.002648943,0.0002702477,0.56154567,0.00048456615,0.000168449,1.6025217e-7,0.039707795,0.00012254449,0.0033128036,0.00005954283,0.39091557,0.0007636875],"about_ca_topic_score_codex":0.0026418034,"about_ca_topic_score_gemma":0.0033695456,"teacher_disagreement_score":0.9829756,"about_ca_system_score_codex":0.000024152665,"about_ca_system_score_gemma":0.00010384033,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W7056701247","doi":"","title":"Exploring the implementation and delivery of primary care services for transgender individuals: An Ontario case study","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transgender; Psychological intervention; Health care; Primary care; Data collection; Primary health care; Inclusion (mineral)","score_opus":0.0438770367959332,"score_gpt":0.2365982573864452,"score_spread":0.192721220590512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056701247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952336,0.000104113606,0.000039911054,6.3286313e-7,0.00019549747,0.0007822592,0.000087608765,0.000037168,0.0035192424],"genre_scores_gemma":[0.9971193,0.00002337984,0.00011699447,0.0000045988445,0.000018198298,0.000009020504,0.00036180412,0.00003332615,0.0023133704],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99932903,0.00002924718,0.00016347125,0.0002061776,0.00011487658,0.00015721482],"domain_scores_gemma":[0.9996402,0.000024321153,0.00006459005,0.00015858721,0.00007046587,0.000041815318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046031357,0.00019154305,0.00021494908,0.00008568866,0.00010845066,0.000046978235,0.00015756975,0.00006582331,0.00037551005],"category_scores_gemma":[1.0524416e-7,0.00018454701,0.000052904918,0.00011965364,0.000008141839,0.0005184501,0.000021542577,0.00012506117,5.191741e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016653606,0.00011449677,0.114181645,0.0030966348,0.0006745632,0.00014858792,0.281989,0.0023315283,0.00069163315,0.000039999268,0.000005163495,0.59656024],"study_design_scores_gemma":[0.0018098959,0.0003058584,0.048979525,0.000070837894,0.0006482696,0.00001116913,0.9436758,0.00060813373,0.000617582,0.000002995432,0.002908427,0.00036150313],"about_ca_topic_score_codex":0.010703777,"about_ca_topic_score_gemma":0.39514485,"teacher_disagreement_score":0.6616868,"about_ca_system_score_codex":0.00017405301,"about_ca_system_score_gemma":0.000059094546,"threshold_uncertainty_score":0.99588406},"labels":[],"label_agreement":null},{"id":"W7056796913","doi":"","title":"Globalization through the Eyes of Business, Labour and the Women’s Movement: Three Visions for Quebec’s Modernity","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Globalization; Modernity; Perspective (graphical); Capitalism","score_opus":0.013913263376556462,"score_gpt":0.2116680195264065,"score_spread":0.19775475614985003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056796913","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2639687,0.000115804396,0.13110691,0.0049019484,0.0001003086,0.0019012581,0.0001702436,0.000033531447,0.59770125],"genre_scores_gemma":[0.6795541,0.000039778453,0.00027800433,0.00015422654,0.000056972713,0.000014969303,0.000012620363,0.000009547884,0.31987977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992548,0.000058691876,0.00012837184,0.00016830045,0.0001896549,0.00020016741],"domain_scores_gemma":[0.99934375,0.00011635272,0.000095184594,0.00022425261,0.00018451076,0.00003594532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101522644,0.00011152865,0.00014834842,0.000024441448,0.00041804666,0.000032305692,0.0002859913,0.00002473077,0.15224424],"category_scores_gemma":[0.000008711241,0.00007263343,0.000053451917,0.00033268463,0.00030065325,0.000069220965,0.00024725945,0.00007025013,0.0000034540994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005420754,0.0002094197,0.026802633,0.00009106306,0.00019225416,0.0000024629603,0.0037601579,0.0005156745,0.00017772753,0.5736777,0.0033020743,0.39072675],"study_design_scores_gemma":[0.006326063,0.00007866252,0.068699375,0.00004182781,0.00007039407,4.8808243e-7,0.010179507,0.0072132903,0.00017311156,0.012032327,0.89494085,0.00024411373],"about_ca_topic_score_codex":0.019039273,"about_ca_topic_score_gemma":0.0040632924,"teacher_disagreement_score":0.89163876,"about_ca_system_score_codex":0.000019211702,"about_ca_system_score_gemma":0.0000880843,"threshold_uncertainty_score":0.98749304},"labels":[],"label_agreement":null},{"id":"W7056900291","doi":"","title":"How Music Advocacy Influences Audiences' Prosociality","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Prosocial behavior; Personality; Code (set theory); Context (archaeology); Agency (philosophy); Work (physics)","score_opus":0.01584556695201655,"score_gpt":0.23835421969010892,"score_spread":0.22250865273809237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056900291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019272434,0.000045639215,0.000092097755,0.00038143384,0.00039811872,0.0006621191,0.000048870104,0.000049671606,0.9790496],"genre_scores_gemma":[0.04528422,0.000008835102,0.00009685051,0.000025957072,0.0001510817,0.000009018631,0.00027752254,0.000012189919,0.95413435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824226,0.00012252519,0.00018877597,0.0005850943,0.00044478083,0.00041657922],"domain_scores_gemma":[0.99902683,0.00006849464,0.0002297194,0.00031065807,0.00024104751,0.00012326529],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009010177,0.00033735178,0.0003576761,0.00022098243,0.0003154205,0.00025593172,0.00071552,0.00015638505,0.731379],"category_scores_gemma":[0.000013062335,0.0003637164,0.00020583915,0.000814343,0.00007542067,0.00009409121,0.00019695757,0.00042868915,0.000056517852],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007012453,0.00008462414,0.0038430758,0.00019202144,0.00011938478,0.000011876279,0.0006112237,0.000001390305,0.0001802339,0.005008799,0.005674286,0.984203],"study_design_scores_gemma":[0.0006273236,0.000054476204,0.0067637977,0.00017668236,0.00012732329,4.7190753e-8,0.020140138,0.000033101394,0.0003633575,0.00030753601,0.9710185,0.00038771136],"about_ca_topic_score_codex":0.0022231273,"about_ca_topic_score_gemma":0.0032314803,"teacher_disagreement_score":0.98381525,"about_ca_system_score_codex":0.000037550595,"about_ca_system_score_gemma":0.00073295034,"threshold_uncertainty_score":0.9998815},"labels":[],"label_agreement":null},{"id":"W7056937451","doi":"","title":"Geophysical and sedimentological assessment of urban impacts in a Lake Ontario watershed and Lagoon: Frenchman's Bay, Pickering, Ontario","year":2003,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Bay; Stormwater; Urbanization; Hydrology (agriculture); Sediment; Water quality; Surface runoff","score_opus":0.011286495114085443,"score_gpt":0.21335378537577263,"score_spread":0.20206729026168718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056937451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57806486,0.0000037273333,0.00006996761,0.000053086373,0.000015884694,0.0001652957,0.000004446416,0.000004606139,0.4216181],"genre_scores_gemma":[0.78940904,9.0436475e-7,0.0005301612,0.000012069536,0.0000086798555,0.0000014004048,0.000009482192,0.0000044633857,0.2100238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895316,0.000085160835,0.0001597409,0.00031248486,0.00018547189,0.00030396058],"domain_scores_gemma":[0.999566,0.000038420076,0.000060123155,0.00014841204,0.000029856988,0.00015716493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009801944,0.00016858446,0.00025744093,0.00009132789,0.000059648937,0.00003939481,0.00011646809,0.000043638553,0.51479733],"category_scores_gemma":[0.0000016512006,0.00016087506,0.000045375862,0.00015424925,0.000104422164,0.000057282123,0.00020313842,0.00026032375,0.0000030556519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003073266,0.0001947941,0.9731234,0.000018368168,0.00004076061,0.000041114963,0.0008859357,0.000002853996,0.0003019294,0.0066009616,0.00023420084,0.018524969],"study_design_scores_gemma":[0.0017291289,0.00022286142,0.62482524,0.000021116124,0.000023609457,0.0000011058554,0.00063389016,0.00006662185,0.000109575165,0.00008330206,0.37213093,0.00015260308],"about_ca_topic_score_codex":0.09396548,"about_ca_topic_score_gemma":0.739211,"teacher_disagreement_score":0.6452455,"about_ca_system_score_codex":0.0000664245,"about_ca_system_score_gemma":0.00020335641,"threshold_uncertainty_score":0.9120679},"labels":[],"label_agreement":null},{"id":"W7057172368","doi":"","title":"Ionizing radiation exposure during development and growth restriction in mammals","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; Colorado State University","keywords":"Proteogenomics; Articular cartilage damage; Gestational period; Nucleofection; Limiting; Demotion","score_opus":0.011238289828370645,"score_gpt":0.2088053910614813,"score_spread":0.19756710123311066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057172368","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66213983,0.00003300864,0.00002102069,0.000042524764,0.00014302868,0.00032144954,0.0000058536784,0.00003671385,0.33725658],"genre_scores_gemma":[0.23312125,0.000087881104,0.00013279579,0.0000021800786,0.00008502939,0.000008430251,0.00038356284,0.000028855166,0.76615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99885774,0.00006298739,0.00021604374,0.00036665492,0.00023802216,0.00025856018],"domain_scores_gemma":[0.9995941,0.000038750477,0.00012510257,0.00010535889,0.00006061712,0.0000761064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085970656,0.00019679341,0.0001861048,0.00046182636,0.00016206711,0.000070525115,0.00014262844,0.000108011656,0.11627504],"category_scores_gemma":[0.0000056831964,0.00024292659,0.000039854865,0.00061012025,0.000012336072,0.00005995436,0.00008628046,0.00026300547,0.00004746602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010679885,0.00004274573,0.10109811,0.0002190026,0.000053956504,0.000048503178,0.0014004477,0.000009297074,0.0005422043,0.0015271411,0.0001727289,0.8947791],"study_design_scores_gemma":[0.0018051404,0.000045212204,0.92251444,0.00033281054,0.000041900385,2.500374e-7,0.016949344,0.00006719658,0.002280556,0.000098342156,0.05538187,0.00048292123],"about_ca_topic_score_codex":0.0010907497,"about_ca_topic_score_gemma":0.0014121176,"teacher_disagreement_score":0.8942961,"about_ca_system_score_codex":0.0000620382,"about_ca_system_score_gemma":0.00012505562,"threshold_uncertainty_score":0.99062586},"labels":[],"label_agreement":null},{"id":"W7057190463","doi":"","title":"IMPACT OF CLIMATE VARIABILITY AND FOREST MANAGEMENT REGIMES ON WATER AND ENERGY FLUXES IN TEMPERATE FORESTS IN THE GREAT LAKE REGION","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures; Ministry of Environment; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust; Ontario Ministry of Natural Resources and Forestry; Social Sciences and Humanities Research Council of Canada; Ministry of Natural Resources","keywords":"Evapotranspiration; Eddy covariance; Temperate rainforest; Climate change; Greenhouse gas; Temperate forest; Temperate deciduous forest; Carbon sequestration; Forest ecology; Temperate climate","score_opus":0.0088517375263399,"score_gpt":0.21766910118112492,"score_spread":0.20881736365478504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057190463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85549414,0.00004395624,0.000009483836,0.000029857547,0.00008130953,0.00019129223,0.0000167944,0.000018954968,0.14411421],"genre_scores_gemma":[0.952813,0.00025109606,0.000016638767,0.000021502448,0.00001503118,0.000004037377,0.00012753223,0.000015790461,0.04673533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986886,0.00019268625,0.0002344085,0.00044186343,0.00016653557,0.00027591686],"domain_scores_gemma":[0.99955064,0.000069769434,0.00008459667,0.00022206835,0.000028630508,0.000044296372],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025622934,0.00023986635,0.0002796374,0.00032505885,0.00006535,0.000089509624,0.00019317176,0.0001372761,0.0015461829],"category_scores_gemma":[0.000006927328,0.00015797587,0.000056511566,0.00033935983,0.00005690703,0.00017023932,0.000077176046,0.00013500974,0.0000058539144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010834434,0.0013347846,0.51919764,0.0065885466,0.0004707965,0.00309549,0.039555755,0.0045903428,0.008364818,0.1477448,0.0012414125,0.2569812],"study_design_scores_gemma":[0.005585471,0.001470119,0.91801536,0.0021227773,0.00042634073,0.000035022655,0.006422842,0.0029469975,0.0016692249,0.013682106,0.04594314,0.0016805899],"about_ca_topic_score_codex":0.00039039427,"about_ca_topic_score_gemma":0.009860227,"teacher_disagreement_score":0.39881772,"about_ca_system_score_codex":0.0001007284,"about_ca_system_score_gemma":0.000023847802,"threshold_uncertainty_score":0.9993665},"labels":[],"label_agreement":null},{"id":"W7057279440","doi":"","title":"Investigating change in cognitive and psychosocial functioning, subjective-objective sleep discrepancy, and an oxidative stress marker after group cognitive behavioural therapy for insomnia","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Insomnia; Psychosocial; Cognition; Sleep (system call); Sleep diary; Sleep disorder; Cognitive skill","score_opus":0.017248124081144636,"score_gpt":0.24845159923276192,"score_spread":0.23120347515161727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057279440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725401,0.0009932867,0.00020591683,0.000012897051,0.00033725455,0.0019412427,0.00040826306,0.00026779063,0.023293288],"genre_scores_gemma":[0.9897342,0.00028033217,0.00048615923,0.00004571838,0.00016387037,0.0001994664,0.0005797623,0.00012087427,0.008389654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840266,0.0001311471,0.00022989542,0.00071523787,0.0001619141,0.0003591367],"domain_scores_gemma":[0.9993686,0.00017661357,0.00010291688,0.000098084594,0.00012890765,0.00012489907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009210334,0.00051803875,0.00042898903,0.00038198257,0.000117792166,0.00013230469,0.000104478386,0.0005011028,0.0016031401],"category_scores_gemma":[0.000024574587,0.00060141296,0.00008574656,0.0003602329,0.00014160595,0.0005350919,0.0000498984,0.0006352117,0.0000016711577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037110762,0.00026505394,0.143486,0.0013784288,0.000855088,0.00019639455,0.14173457,0.0000022945724,0.0008596903,0.00048674943,0.00007754789,0.7069471],"study_design_scores_gemma":[0.0044453056,0.0015960622,0.893401,0.0035297216,0.00069391646,0.000008049114,0.087939,0.0022937425,0.0024330849,0.0010263924,0.00077297486,0.001860708],"about_ca_topic_score_codex":0.0010197103,"about_ca_topic_score_gemma":0.020564385,"teacher_disagreement_score":0.74991506,"about_ca_system_score_codex":0.00013020329,"about_ca_system_score_gemma":0.000020979878,"threshold_uncertainty_score":0.99964374},"labels":[],"label_agreement":null},{"id":"W7057293890","doi":"","title":"Investigating the Value and Impact of Child-Led Garden Programming","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Passion; Recreation; Passion fruit; Leisure time; Landscape architect; Extreme programming; Agriculture","score_opus":0.025078054771310386,"score_gpt":0.240661975865931,"score_spread":0.2155839210946206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057293890","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2978293,0.00073995255,0.00027508696,0.000057042613,0.0005910569,0.00072227494,0.000104026796,0.0006479372,0.6990333],"genre_scores_gemma":[0.8489792,0.001278039,0.0010591082,0.000022564775,0.0005567461,0.000005326814,0.00008378629,0.00033134696,0.1476839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989095,0.000041792333,0.00022350524,0.00022500588,0.0002844861,0.00031571212],"domain_scores_gemma":[0.99936754,0.0000622433,0.0001249075,0.0002501238,0.00008512785,0.00011009073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852432,0.00027462153,0.00035510628,0.00011069721,0.00011558404,0.00006692331,0.00027496574,0.00019533039,0.0007591899],"category_scores_gemma":[0.000038665403,0.00022291183,0.00017457495,0.00052896986,0.00010942559,0.000102378464,0.00019631583,0.00038422763,0.000007239867],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019509074,0.000054104352,0.07771304,0.0017131537,0.0022213252,0.00020842343,0.0013520984,0.04297821,0.0005990744,0.00026013842,0.005851229,0.86702967],"study_design_scores_gemma":[0.0018775224,0.00036787603,0.06652716,0.002175716,0.0012644536,0.00016686914,0.0028738312,0.100360006,0.0004251714,0.00012636636,0.8218569,0.0019781264],"about_ca_topic_score_codex":0.00043475957,"about_ca_topic_score_gemma":0.0002168041,"teacher_disagreement_score":0.86505157,"about_ca_system_score_codex":0.0002520071,"about_ca_system_score_gemma":0.00013510225,"threshold_uncertainty_score":0.9090081},"labels":[],"label_agreement":null},{"id":"W7057450699","doi":"","title":"A Machine-checked Categorial Formalisation of Term Graph Rewriting with Semantics Preservation","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Graph rewriting; Rewriting; Term (time); Operational semantics; Semantics (computer science); Graph; Confluence","score_opus":0.01224560011186454,"score_gpt":0.22217105733135847,"score_spread":0.20992545721949393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057450699","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11053145,0.000010722846,0.0018502956,0.000043336622,0.0001713749,0.0006603974,0.00006478017,0.000029478522,0.88663816],"genre_scores_gemma":[0.25378463,0.000008414221,0.0010881493,0.000006146987,0.00032213665,0.000006351324,0.0023913016,0.00004331674,0.74234957],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985848,0.00007209727,0.00028709116,0.0003415063,0.00044223707,0.00027228604],"domain_scores_gemma":[0.9987643,0.00003813765,0.00043211147,0.00028327142,0.00040527573,0.000076930664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113253,0.00026351624,0.00029149864,0.00025614147,0.00014902906,0.000058171365,0.00034763195,0.00012621345,0.36261827],"category_scores_gemma":[0.000005447989,0.00026571337,0.00011082469,0.0005029523,0.0000630206,0.00014296843,0.000086250584,0.00024493484,0.000012255391],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020032867,0.0003094855,0.033495255,0.0010542509,0.00051044987,0.000017876846,0.0034570002,0.000020395833,0.0032197381,0.01569512,0.0019177529,0.9382994],"study_design_scores_gemma":[0.015914697,0.0023384998,0.036319815,0.0021335487,0.0017905344,0.0000025340232,0.05438945,0.00675966,0.027315982,0.0017385494,0.84840065,0.0028960893],"about_ca_topic_score_codex":0.0022463351,"about_ca_topic_score_gemma":0.002304312,"teacher_disagreement_score":0.9354033,"about_ca_system_score_codex":0.000019420726,"about_ca_system_score_gemma":0.00017381362,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W7057535709","doi":"","title":"Investigating mechanisms of oxidative-stress induced BDNF axonal transport deficits in basal forebrain cholinergic neurons","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Tropomyosin receptor kinase B; Basal forebrain; Axoplasmic transport; Oxidative stress; Brain-derived neurotrophic factor; Cholinergic neuron; Neurotrophic factors; Neurotrophin","score_opus":0.017413529301188533,"score_gpt":0.207463712632505,"score_spread":0.19005018333131646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057535709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7996394,0.000020136451,0.001033731,0.000022764445,0.00037290808,0.000517851,0.00010166502,0.0005534142,0.19773813],"genre_scores_gemma":[0.8722339,0.000042554053,0.005931624,0.000037055856,0.00005303131,0.00001005328,0.0007069727,0.00020750935,0.12077726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984223,0.000070896094,0.00042610592,0.00040501758,0.00030019472,0.00037545254],"domain_scores_gemma":[0.9993295,0.000093833994,0.00014875668,0.00025689093,0.00006658238,0.00010444228],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000093951545,0.00041362192,0.0005043658,0.00055463635,0.000040808634,0.00001423865,0.00044338597,0.000536881,0.0048762984],"category_scores_gemma":[0.000029437208,0.00053220615,0.00013975428,0.00089896953,0.000033940334,0.0001384581,0.00003750309,0.00071360054,0.0000095862615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005125214,0.0005276089,0.008573214,0.013062101,0.00085322734,0.002025163,0.033204395,0.057713512,0.60771835,0.03555093,0.0020116891,0.23824732],"study_design_scores_gemma":[0.006254051,0.001277647,0.07529544,0.0073961006,0.00082370604,0.000013680445,0.040272977,0.046027075,0.80058104,0.010870894,0.0052058743,0.0059815464],"about_ca_topic_score_codex":0.0005592148,"about_ca_topic_score_gemma":0.008662732,"teacher_disagreement_score":0.23226577,"about_ca_system_score_codex":0.00008699762,"about_ca_system_score_gemma":0.00007262985,"threshold_uncertainty_score":0.99971294},"labels":[],"label_agreement":null},{"id":"W7057645949","doi":"","title":"The influence of reported physical activity and and biological sex on carotid arterial distensibility in Canadians with diabetes","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arterial stiffness; Blood pressure; Diabetes mellitus; Arterial disease; Physical activity; Carotid arteries; Common carotid artery; Intima-media thickness; Disease","score_opus":0.00947992954629505,"score_gpt":0.21537498938894362,"score_spread":0.20589505984264855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057645949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9159635,0.0000036075703,6.214893e-7,0.00006043428,0.000017225622,0.00029321958,0.00003717639,0.0000036458591,0.08362059],"genre_scores_gemma":[0.9445229,0.0000032994983,0.000005628663,0.0000035708756,0.000018386574,0.0000029378382,0.000047149875,0.0000053344106,0.05539078],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991001,0.000119809505,0.00009901018,0.00035106408,0.00014020428,0.00018980182],"domain_scores_gemma":[0.9993741,0.00015746731,0.000113290276,0.00020233478,0.000075834716,0.00007696496],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006331454,0.00015816194,0.00025963652,0.00004341981,0.00009183478,0.00003787097,0.00009816506,0.00005796024,0.0072474247],"category_scores_gemma":[0.000011857836,0.00011760152,0.000033695833,0.0001857757,0.00015712618,0.000020301006,0.00006352416,0.00023034759,2.8734775e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005974908,0.00028838395,0.37549317,0.00013209488,0.00017756714,0.00006284735,0.0009634333,0.000017490684,0.010710368,0.00088257046,0.000030486466,0.6106441],"study_design_scores_gemma":[0.0007495675,0.0002272044,0.98785824,0.00011506632,0.000041743373,2.5836107e-7,0.005405464,0.00009991062,0.0011726412,0.000032005944,0.0041026585,0.00019527218],"about_ca_topic_score_codex":0.009937552,"about_ca_topic_score_gemma":0.030158304,"teacher_disagreement_score":0.61236507,"about_ca_system_score_codex":0.000015783557,"about_ca_system_score_gemma":0.0001473375,"threshold_uncertainty_score":0.99665534},"labels":[],"label_agreement":null},{"id":"W7057667197","doi":"","title":"The Learning, Earning and Parenting (LEAP) program two decades on: A descriptive cohort study","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Cohort study; Descriptive research; Data collection; Qualitative research","score_opus":0.028174009439480098,"score_gpt":0.2791329275276152,"score_spread":0.2509589180881351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057667197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032543458,0.00010542771,0.000034738587,0.000067758185,0.00024066126,0.002400173,0.000014296177,0.00009738881,0.9644961],"genre_scores_gemma":[0.106783636,0.00006705583,0.00004412602,0.000004595091,0.00019082252,0.00007683151,0.00005264544,0.000046395537,0.8927339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964279,0.00062701484,0.0003094587,0.0008144385,0.001221503,0.00059966766],"domain_scores_gemma":[0.9985001,0.00029194442,0.00039486322,0.0003910831,0.00025449123,0.00016748336],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000882065,0.00041562106,0.00043566982,0.00019322587,0.0015336083,0.00041185413,0.0005954256,0.00006452703,0.56646836],"category_scores_gemma":[0.000045481727,0.00036915496,0.00016618229,0.00054603035,0.00016204342,0.000039277926,0.0014336341,0.0016344864,0.000025750403],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004824681,0.00020126016,0.35691357,0.000018955152,0.0003428557,0.000061276565,0.00039058042,0.00003215891,0.000001777655,0.00013466607,0.002000157,0.6398545],"study_design_scores_gemma":[0.00084289414,0.0006766909,0.028004536,0.000059233866,0.00021879173,0.0000018145719,0.032976743,0.00024293747,0.0000023976982,0.0000054346497,0.9366304,0.0003381219],"about_ca_topic_score_codex":0.00488787,"about_ca_topic_score_gemma":0.000996302,"teacher_disagreement_score":0.9346303,"about_ca_system_score_codex":0.00013465638,"about_ca_system_score_gemma":0.00050430995,"threshold_uncertainty_score":0.999876},"labels":[],"label_agreement":null},{"id":"W7057806139","doi":"","title":"Leveraging Macroscopic Fundamental Diagrams (MFDs) and Control Strategies for Sustainable Transportation Networks","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society","keywords":"Bottleneck; Robustness (evolution); Traffic congestion; Sustainability; Identification (biology); Sustainable transport; Field (mathematics); Reliability (semiconductor); Complex network; Flow network","score_opus":0.00729366991679496,"score_gpt":0.22384784681883127,"score_spread":0.21655417690203632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057806139","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11076101,0.00052510895,0.019782018,0.00015234054,0.00041087402,0.0025757405,0.00014995023,0.0000996313,0.8655433],"genre_scores_gemma":[0.44196773,0.000010447283,0.000044368415,0.0000107568585,0.00009181405,0.000018844807,0.0007769591,0.000025098198,0.557054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986808,0.00003517172,0.00019480694,0.00046247695,0.00017987525,0.00044691956],"domain_scores_gemma":[0.99947286,0.000070089256,0.00010016059,0.0001258449,0.00012429005,0.00010675965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000746135,0.00029494113,0.00028395795,0.00014446034,0.00023362382,0.0004287392,0.00017899928,0.00011725983,0.21312596],"category_scores_gemma":[9.506328e-7,0.00032941415,0.00013219206,0.00023356061,0.00004334332,0.0001129772,0.000022851826,0.0002895733,0.0000075222383],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007009371,0.00012877551,0.0053812065,0.0020254394,0.0005877986,0.0001225636,0.003142895,0.00041090537,0.00045254157,0.054120366,0.004070663,0.9288559],"study_design_scores_gemma":[0.0042935996,0.00030054786,0.00441221,0.00035002796,0.00069950114,3.193333e-7,0.24506433,0.008378684,0.00014588852,0.001831796,0.73371214,0.0008109793],"about_ca_topic_score_codex":0.00150274,"about_ca_topic_score_gemma":0.0013727788,"teacher_disagreement_score":0.9280449,"about_ca_system_score_codex":0.0000364402,"about_ca_system_score_gemma":0.00018965946,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W7057870728","doi":"","title":"Laying the Groundwork: Provider’s Experiences with Implementing Two Parenting Programs to Caregivers of Children Aged 2-6 Years in Ontario, Canada: A Mixed Methods Study","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Focus group; Psychological intervention; Service provider; Qualitative research; Service delivery framework; Descriptive research; Program evaluation","score_opus":0.01900740456811777,"score_gpt":0.2756973730077961,"score_spread":0.25668996843967834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057870728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462634,0.000005052429,0.00004992432,0.000018221623,0.00013668077,0.0019660364,0.0000059612657,0.000017473716,0.05153728],"genre_scores_gemma":[0.81826055,1.5727568e-7,0.0005363526,0.000003233909,0.000024453315,0.00006548517,0.00015017772,0.000026280746,0.18093333],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99784863,0.0003096051,0.00030498128,0.00049699907,0.00052237755,0.0005173975],"domain_scores_gemma":[0.9991589,0.00010560606,0.00027287527,0.00027775104,0.00009557197,0.00008925895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038416393,0.00026517385,0.00035469997,0.00019352963,0.00022382644,0.00011062817,0.0006099039,0.00003340483,0.07303196],"category_scores_gemma":[0.0000060920793,0.00023490822,0.00007391144,0.0009628637,0.000032425658,0.00004365456,0.0003195302,0.00039417236,0.0000013182653],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008845202,0.000075335745,0.35777068,0.000019964613,0.00018821895,0.000026691943,0.0505942,0.000020340627,0.000018319495,0.000017413437,0.00017584673,0.59100455],"study_design_scores_gemma":[0.0009401905,0.00012935992,0.2195078,0.00014514427,0.00008538656,1.1596773e-7,0.77307713,0.000009899466,0.00004366402,0.0000011470106,0.00583575,0.00022442554],"about_ca_topic_score_codex":0.987729,"about_ca_topic_score_gemma":0.99883395,"teacher_disagreement_score":0.7224829,"about_ca_system_score_codex":0.00014640298,"about_ca_system_score_gemma":0.0010895533,"threshold_uncertainty_score":0.9579279},"labels":[],"label_agreement":null},{"id":"W7057991370","doi":"","title":"LIFE CYCLE ASSESSMENT OF HYDROGEN PRODUCTION FROM CANADIAN BIOMASS USING FORMIC ACID AS AN ENERGY CARRIER FOR TRANS-ATLANTIC ENERGY EXPORT","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Formic acid; Life-cycle assessment; Energy carrier; Hydrogen economy; Biomass (ecology); Hydrogen production; Fossil fuel; Hydrogen; Hydrogen fuel","score_opus":0.009134375236610679,"score_gpt":0.2125234470861422,"score_spread":0.20338907184953153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057991370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86086166,0.0004742164,0.005640215,0.000046673355,0.0013931505,0.000553468,0.0002985013,0.00048479863,0.13024734],"genre_scores_gemma":[0.9598944,0.00008182122,0.0018669651,0.00002281089,0.00017717882,0.000008694456,0.0013034203,0.00012796604,0.036516696],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864656,0.000035828507,0.0002982372,0.00047346982,0.000199465,0.00034644234],"domain_scores_gemma":[0.99916863,0.000014187074,0.00008976536,0.000339818,0.0000911873,0.0002963907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046728324,0.00036119684,0.00039909637,0.00047525845,0.00007837539,0.000036884154,0.0002937946,0.00048052793,0.0056635],"category_scores_gemma":[0.0000068647223,0.00045327123,0.00016984064,0.00033198713,0.000024965251,0.00020528637,0.0000144821815,0.00016763103,8.5073935e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000528307,0.00024130275,0.00087459816,0.0058371434,0.00369933,0.00070958456,0.009398218,0.017825412,0.57241774,0.010378697,0.0039380365,0.37415165],"study_design_scores_gemma":[0.0010031181,0.00052860234,0.00037253796,0.0009851271,0.001992138,0.000019944522,0.006590522,0.110605344,0.4050307,0.002142614,0.46839204,0.002337314],"about_ca_topic_score_codex":0.18161246,"about_ca_topic_score_gemma":0.46522698,"teacher_disagreement_score":0.46445403,"about_ca_system_score_codex":0.00036524516,"about_ca_system_score_gemma":0.00050478557,"threshold_uncertainty_score":0.9997919},"labels":[],"label_agreement":null},{"id":"W7058215436","doi":"","title":"Marcaccio and Chow-Fraser 2018 Final Report to MTO on treatment efficacy","year":2018,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Satellite; Baseline (sea); Christian ministry; Habitat; Land cover; Satellite imagery","score_opus":0.022494748807909862,"score_gpt":0.24525237512691606,"score_spread":0.2227576263190062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058215436","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19972174,0.0000023544205,0.00034843278,0.00092836877,0.00006990684,0.00036861608,0.000014333447,0.000023662536,0.7985226],"genre_scores_gemma":[0.1644567,0.0000016471618,0.00032524392,0.00008703899,0.00022075254,0.000002603235,0.000012092803,0.000011254385,0.8348827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891233,0.00004246231,0.00012314935,0.00042106534,0.00019438706,0.0003066312],"domain_scores_gemma":[0.9992594,0.00004924479,0.000048723057,0.0003427261,0.000065410204,0.00023451271],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057833066,0.00018681149,0.00016289679,0.000117514435,0.00016998265,0.000059354563,0.0001777056,0.000032990432,0.74204403],"category_scores_gemma":[0.0000044794083,0.00017061611,0.00006183386,0.0002673036,0.000077015204,0.000030290546,0.00021607235,0.000079512654,0.00054110494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023936125,0.00021913492,0.013789548,0.000004077221,0.000057769408,0.00011477142,0.00014693376,0.0000025948684,0.00025494854,0.00094961975,0.016239472,0.96798176],"study_design_scores_gemma":[0.0017760787,0.0008330966,0.019463506,0.000020782943,0.000028839664,0.0000015203655,0.000422034,0.00006127246,0.00092857087,0.00001415144,0.9762735,0.00017664308],"about_ca_topic_score_codex":0.0009871224,"about_ca_topic_score_gemma":0.00037326608,"teacher_disagreement_score":0.96780515,"about_ca_system_score_codex":0.000042758842,"about_ca_system_score_gemma":0.00006350682,"threshold_uncertainty_score":0.6957523},"labels":[],"label_agreement":null},{"id":"W7058481870","doi":"","title":"A Network Design Approach for Circular Medical Waste Management using Two-stage Stochastic MILP Optimization","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robustness (evolution); Medical waste; Truck; Reuse; Linear programming; Hazardous waste; Stochastic programming; Network planning and design; Production (economics)","score_opus":0.029462091913535236,"score_gpt":0.24969044135772903,"score_spread":0.22022834944419378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058481870","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012412514,0.000029384766,0.77631915,0.000019605652,0.0002502025,0.0018085388,0.000027847549,0.00005919213,0.22136198],"genre_scores_gemma":[0.001501418,0.0000074041563,0.045433395,0.00002411503,0.000469801,0.00005456752,0.0018528559,0.0001133949,0.95054305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99752456,0.00016117627,0.00031985526,0.0006848214,0.0007046918,0.0006048903],"domain_scores_gemma":[0.9989749,0.00009438471,0.00023166856,0.0003315406,0.0001491064,0.00021835172],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032905562,0.0003864988,0.00040214375,0.00027739973,0.0003197386,0.00010997277,0.00059036736,0.0001779067,0.3148396],"category_scores_gemma":[0.0000068478003,0.00045464557,0.00020494337,0.0007107886,0.000041230025,0.000044338667,0.00020742272,0.00031221163,0.000024222176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025554022,0.000108956585,0.0000152495295,0.00046638364,0.0003665923,0.00003644722,0.0001581994,0.79856974,0.000017785194,0.0018994668,0.001586132,0.19651948],"study_design_scores_gemma":[0.0024329722,0.0000731228,0.0000071306063,0.00030216153,0.00042519948,3.286769e-7,0.010350068,0.9705913,0.000013985192,0.00006915997,0.01521871,0.00051588146],"about_ca_topic_score_codex":0.0003314729,"about_ca_topic_score_gemma":0.000051131054,"teacher_disagreement_score":0.73088574,"about_ca_system_score_codex":0.00006449407,"about_ca_system_score_gemma":0.00024399596,"threshold_uncertainty_score":0.99979055},"labels":[],"label_agreement":null},{"id":"W7058483032","doi":"","title":"Multiscale Thermo-Hydro-Mechanics of Frozen Soil: Numerical Frameworks and Constitutive Models","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Inha University; McMaster University","keywords":"Permafrost; Consolidation (business); Phase (matter); Phase transition; Field (mathematics); Isotropy; Constitutive equation; Moisture; Mixture theory; Water content","score_opus":0.009594864593788166,"score_gpt":0.2232156671138527,"score_spread":0.21362080252006455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058483032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0080102775,0.00019072393,0.013381746,0.00007142269,0.0002406075,0.000496864,0.0001550052,0.00003592753,0.9774174],"genre_scores_gemma":[0.3330937,0.000033892593,0.00045689946,0.000014264253,0.00007227328,0.000004412639,0.00023067105,0.000035910933,0.66605794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866205,0.000064786414,0.00022185443,0.0004827196,0.0002964033,0.00027220143],"domain_scores_gemma":[0.9992796,0.00008679933,0.00014100209,0.00023876906,0.00012125856,0.00013257512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055905984,0.00029831775,0.0003935246,0.00016611097,0.00008771996,0.00005997269,0.00030032807,0.0003200751,0.4337793],"category_scores_gemma":[0.0000032895182,0.00031009427,0.00015254802,0.0003216765,0.00007576858,0.000050774575,0.00022095356,0.00082112476,0.000043816937],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020634235,0.00014848245,0.00017974664,0.00028383904,0.0003939583,0.00004355307,0.0018050078,0.0003354836,0.00062209205,0.07407224,0.0014680339,0.9204412],"study_design_scores_gemma":[0.0043725944,0.0005709351,0.00039719613,0.002264772,0.0015433538,0.0000028454658,0.0589608,0.3741313,0.0038195786,0.027972903,0.523609,0.0023547278],"about_ca_topic_score_codex":0.0013175148,"about_ca_topic_score_gemma":0.000266784,"teacher_disagreement_score":0.91808647,"about_ca_system_score_codex":0.000018851353,"about_ca_system_score_gemma":0.0001727848,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W7058484016","doi":"","title":"The Mental Health of Indigenous Perinatal Individuals, Associations of Parent and Offspring Psychopathology, and Offspring Risk and Well-being","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Offspring; Indigenous; Mental health; Psychopathology; Anxiety; Socioemotional selectivity theory; Mental illness","score_opus":0.007730187467087342,"score_gpt":0.22143467526684177,"score_spread":0.21370448779975443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058484016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98143864,0.0011573166,0.000039400875,0.000024125922,0.00018774824,0.00035404845,0.00006864083,0.00010985558,0.016620243],"genre_scores_gemma":[0.97958666,0.007950029,0.0008775936,0.000005352516,0.000019958687,0.0000024180563,0.000063029074,0.000052310763,0.011442647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990899,0.00007266736,0.00026234504,0.00021675522,0.00014135761,0.00021697367],"domain_scores_gemma":[0.99943167,0.000108123815,0.00022827476,0.00014221079,0.0000306512,0.00005907176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018858476,0.00019174123,0.00031638858,0.00017277394,0.00022474304,0.000027839422,0.00014008317,0.00018173044,0.00011671895],"category_scores_gemma":[0.000015896734,0.00020439213,0.000041006104,0.00017131444,0.000077019526,0.00006087674,0.00009752111,0.00030978068,4.7132335e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059243856,0.00003776707,0.18343364,0.0018686036,0.00041124783,0.000019057865,0.05538899,0.00006724485,0.0010032086,0.0009468913,0.00020052462,0.7565636],"study_design_scores_gemma":[0.0014208215,0.00047883813,0.92667675,0.00084877654,0.0002573554,0.000017324552,0.04025447,0.0008590651,0.0026634405,0.00042178697,0.02529042,0.000810933],"about_ca_topic_score_codex":0.00061788893,"about_ca_topic_score_gemma":0.0026775121,"teacher_disagreement_score":0.7557526,"about_ca_system_score_codex":0.00006393713,"about_ca_system_score_gemma":0.00002549809,"threshold_uncertainty_score":0.8334869},"labels":[],"label_agreement":null},{"id":"W7058517014","doi":"","title":"NEW CLINICAL AND INVESTIGATIVE TOOLS FOR EVALUATING THROMBOSIS AND HAEMOSTASIS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Blood Services; McMaster University","keywords":"Thrombosis; Population; Hemostasis; Thrombin; Thrombin generation; Clinical Practice","score_opus":0.09770833957226516,"score_gpt":0.3113158777882961,"score_spread":0.21360753821603096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058517014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95571756,0.00022113557,0.002199031,0.00008294694,0.0004501736,0.0005092524,0.00007102469,0.00013720726,0.040611643],"genre_scores_gemma":[0.5180167,0.002453316,0.051055603,0.00021984414,0.00084583124,0.000017696077,0.00046255355,0.00039725562,0.42653123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991433,0.000035130135,0.00020791471,0.00030541257,0.000095838695,0.0002123821],"domain_scores_gemma":[0.9993934,0.00017125739,0.00007519593,0.000117726995,0.00005901269,0.00018342723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009355963,0.00023061768,0.00032218278,0.00005962418,0.0001032852,0.0001034756,0.00011578859,0.0002530823,0.0011962162],"category_scores_gemma":[0.00004943445,0.00022610051,0.00007012531,0.00012406612,0.00007435476,0.0004524053,0.000038668062,0.0001519984,0.0000047255817],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000654507,0.0000064540664,0.0041658236,0.00016901946,0.00020023613,0.00000253278,0.00036767675,0.000015658004,0.0011405671,0.0007872977,0.00069441093,0.99238485],"study_design_scores_gemma":[0.03754386,0.0028556178,0.28482968,0.00530522,0.006543509,0.000013161204,0.025449198,0.06895668,0.02848308,0.02510429,0.5061085,0.008807172],"about_ca_topic_score_codex":0.000034958706,"about_ca_topic_score_gemma":0.00044176535,"teacher_disagreement_score":0.9835777,"about_ca_system_score_codex":0.00004628858,"about_ca_system_score_gemma":0.000060443937,"threshold_uncertainty_score":0.9997168},"labels":[],"label_agreement":null},{"id":"W7060014529","doi":"","title":"Looking Forward","year":2017,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Set (abstract data type); Key (lock); Focus (optics); Work (physics)","score_opus":0.007695252876132787,"score_gpt":0.1847565816041598,"score_spread":0.17706132872802702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060014529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032005082,0.00031590322,0.004055727,0.000014841383,0.00035300085,0.00020299996,0.000020876774,0.0017982931,0.9932352],"genre_scores_gemma":[0.00020398457,0.00029144072,0.0028081848,0.000020287987,0.00019039343,6.546998e-7,0.000007473476,0.00035729472,0.9961203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923897,0.000017635737,0.00007690302,0.00025254002,0.0001302114,0.0002837225],"domain_scores_gemma":[0.9992512,0.000012773859,0.00007084717,0.0005691316,0.000011648116,0.00008440513],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024815654,0.00029835798,0.00029296905,0.00022293758,0.000050730803,0.000049076498,0.00059460266,0.00045084342,0.286524],"category_scores_gemma":[0.000005124565,0.00036163072,0.000104978695,0.000074400814,0.00006318884,0.00006066928,0.00012786018,0.00029206206,0.00022529846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002893024,0.000004258383,0.00002409254,0.00017158393,0.000069729525,0.00013504327,0.000043594293,0.000011333448,0.000035514408,0.00030837586,0.7102376,0.288956],"study_design_scores_gemma":[0.00019567653,0.000019145686,0.000008343605,0.00027972937,0.000051596366,0.0000037503146,0.000034577413,0.00019179416,0.00020031264,0.00002833187,0.99860984,0.0003768737],"about_ca_topic_score_codex":0.00021592603,"about_ca_topic_score_gemma":0.0008066133,"teacher_disagreement_score":0.2885791,"about_ca_system_score_codex":0.00007016854,"about_ca_system_score_gemma":0.00001303905,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W7060805199","doi":"","title":"Perception of child-produced Polish sibilants: a comparison of native English speakers and Polish Heritage speakers","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Active listening; Formant; Population; Speech perception; Sentence; Pronunciation; Stress (linguistics)","score_opus":0.01555912674101904,"score_gpt":0.27043742997766484,"score_spread":0.2548783032366458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060805199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6272453,0.000060697974,0.000017637367,0.000029697196,0.00023271656,0.0005313833,0.00022228551,0.00004368417,0.3716166],"genre_scores_gemma":[0.8367762,0.00003868083,0.000039504255,0.0000053958483,0.00018849432,0.0000020873463,0.00089748367,0.00006136125,0.16199079],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978753,0.0001816245,0.00041619132,0.0005915878,0.00041713088,0.0005182128],"domain_scores_gemma":[0.9985401,0.00008911109,0.00048309122,0.0003059664,0.00043463393,0.00014708065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014899773,0.0003748447,0.00072864606,0.0003926921,0.00015755124,0.000039804738,0.0004169884,0.0002232934,0.013100641],"category_scores_gemma":[0.00002780828,0.0004313451,0.0002305249,0.00075103116,0.00012700549,0.00023425551,0.00014017602,0.00074449234,0.000015966109],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003665342,0.001757247,0.30609867,0.0030875986,0.0043070447,0.00003254765,0.16790454,0.00022634305,0.014924262,0.021270776,0.014166373,0.46255925],"study_design_scores_gemma":[0.0051545575,0.00076265086,0.07499691,0.0013910453,0.00056977326,5.5009014e-7,0.8595081,0.00041387716,0.0071896263,0.00033934167,0.04832524,0.0013483216],"about_ca_topic_score_codex":0.0018473176,"about_ca_topic_score_gemma":0.000904152,"teacher_disagreement_score":0.69160354,"about_ca_system_score_codex":0.0001520967,"about_ca_system_score_gemma":0.00020943259,"threshold_uncertainty_score":0.99981385},"labels":[],"label_agreement":null},{"id":"W7060940543","doi":"","title":"PERFORMANCE TESTING OF SELF-HEALING CAPSULES IN EARLY-AGE CEMENTITIOUS MATERIAL","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Technology Sydney; University of New South Wales","keywords":"Cementitious; Mixing (physics); Rheology; Hardening (computing); Classification of discontinuities; Volume (thermodynamics); Fly ash; Material properties","score_opus":0.014386306844655665,"score_gpt":0.2185882469113795,"score_spread":0.20420194006672385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060940543","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53598577,0.0000023889556,0.0000029718565,0.000003879913,0.00015730529,0.00022096983,0.00003340586,0.000029920398,0.46356338],"genre_scores_gemma":[0.45640713,0.000007474984,0.0003422594,0.0000015804966,0.00009003435,0.0000042331153,0.00036860857,0.0000303525,0.54274833],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987323,0.00005634398,0.00028404972,0.00031364913,0.00028332375,0.0003303338],"domain_scores_gemma":[0.9994149,0.000048135847,0.0001957086,0.00017901967,0.00010303579,0.000059200676],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010069012,0.00021206136,0.00028700626,0.00031418575,0.00008737331,0.00004906701,0.00031667686,0.00009197441,0.30063057],"category_scores_gemma":[0.0000039911056,0.00025799626,0.00006730371,0.0006392094,0.000023351005,0.000044938508,0.00012878842,0.00023085813,0.000058700763],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025528576,0.00026431103,0.08949171,0.0015437594,0.0001557792,0.00013349157,0.0027726737,0.00011470564,0.009816901,0.00060461205,0.0004960445,0.8943507],"study_design_scores_gemma":[0.012032947,0.0014806436,0.5575487,0.005577908,0.0008219501,0.0000014240935,0.06519844,0.009622945,0.036568016,0.00026362741,0.30705824,0.00382513],"about_ca_topic_score_codex":0.006619035,"about_ca_topic_score_gemma":0.0014675218,"teacher_disagreement_score":0.8905256,"about_ca_system_score_codex":0.00003057694,"about_ca_system_score_gemma":0.00013471278,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W7060950818","doi":"","title":"Panels summary: Reducing emergencydepartment usage in people with inflammatory bowel disease in provincial health systems in Canada","year":2018,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Inflammatory bowel disease; Healthcare system; Thematic analysis; Disease; Public health; Disease surveillance","score_opus":0.0069707549185001215,"score_gpt":0.1976874646120945,"score_spread":0.19071670969359436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060950818","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01614339,0.00014292363,0.00002780273,0.00016904743,0.00021513124,0.0019985733,0.00018621968,0.000020818557,0.9810961],"genre_scores_gemma":[0.022774735,0.000027360353,0.000022550415,0.000014356514,0.00016262446,0.000024057432,0.00008502986,0.000096215364,0.97679305],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782836,0.00024894663,0.00032793978,0.00055956066,0.00042548578,0.0006097004],"domain_scores_gemma":[0.9991113,0.00002178596,0.00021942255,0.00035177192,0.000025041321,0.00027067692],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014430199,0.00032682417,0.00041506457,0.00044850283,0.000044343447,0.000029703422,0.00037138545,0.00005790806,0.45745608],"category_scores_gemma":[0.0000020541481,0.0003448517,0.000037530644,0.0005725894,0.000041177653,0.00003462374,0.0002288545,0.0002725028,0.000024920106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002175523,0.00019867258,0.8301008,0.00064591115,0.000057912654,0.00044086532,0.00034461613,0.00036580072,0.0000030662532,0.0002394945,0.1001432,0.06724212],"study_design_scores_gemma":[0.0015885475,0.00007236325,0.053352438,0.0010415552,0.000013260655,1.3159153e-7,0.0023926164,0.0009384664,9.59042e-7,0.0000015505661,0.94017935,0.00041879062],"about_ca_topic_score_codex":0.9819473,"about_ca_topic_score_gemma":0.9957291,"teacher_disagreement_score":0.8400361,"about_ca_system_score_codex":0.0006890528,"about_ca_system_score_gemma":0.0049711918,"threshold_uncertainty_score":0.99990034},"labels":[],"label_agreement":null},{"id":"W7060955116","doi":"","title":"Optimized GaN-Based Dual Active Bridge (DAB) Converter for More Electric Aircraft (MEA)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Converters; Gallium nitride; EMI; Power semiconductor device; Silicon carbide; Transistor; Powertrain; Electromagnetic interference; Voltage","score_opus":0.015040909879297274,"score_gpt":0.24585089525064607,"score_spread":0.2308099853713488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060955116","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010918768,0.000024852683,0.006133995,0.00058906805,0.0006877416,0.0030614107,0.0006421403,0.0002251302,0.9777169],"genre_scores_gemma":[0.019350339,0.000006094298,0.00026699074,0.00006270061,0.0002116485,0.000049664697,0.003153409,0.00009754194,0.97680163],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772763,0.00009837496,0.00028312398,0.0007528205,0.00047158942,0.00066648686],"domain_scores_gemma":[0.99855715,0.00027273636,0.0002487176,0.0003743328,0.00034260613,0.00020448625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009367214,0.00048907596,0.0005414721,0.0004669619,0.00024561287,0.00010171581,0.00049527304,0.00022705884,0.5693308],"category_scores_gemma":[0.000012437152,0.00055937405,0.00043139106,0.00083760126,0.000050989325,0.000056452587,0.00005486767,0.000467285,0.00022561447],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001928836,0.00022084214,0.00024123861,0.00025956825,0.00046311182,0.000053876804,0.0004518305,0.000119422366,0.0012035912,0.00039472937,0.026032131,0.96863085],"study_design_scores_gemma":[0.012857829,0.00055225886,0.008077018,0.0002824382,0.000798945,4.982368e-7,0.009926204,0.026047893,0.011048709,0.00008456454,0.9286884,0.0016352093],"about_ca_topic_score_codex":0.0012795598,"about_ca_topic_score_gemma":0.00035946493,"teacher_disagreement_score":0.9669956,"about_ca_system_score_codex":0.00007637377,"about_ca_system_score_gemma":0.0006029441,"threshold_uncertainty_score":0.99968576},"labels":[],"label_agreement":null},{"id":"W7061044275","doi":"","title":"Physical Activity Behaviour in Middle-Aged and Older Adults","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Normative; Physical activity; Percentile; Social support; Health promotion; Cohort; Promotion (chess); Intervention (counseling)","score_opus":0.012245394352471642,"score_gpt":0.2501865071819691,"score_spread":0.23794111282949748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061044275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81076074,0.000081134065,0.000014889009,0.000026417467,0.00009568546,0.0003368241,0.000038093,0.000029791512,0.18861642],"genre_scores_gemma":[0.62224364,0.0000060896896,0.0000074247887,0.0000018572372,0.000064929416,0.0000036742097,0.00011812339,0.000030735737,0.3775235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985394,0.00008633654,0.00009668509,0.0005954245,0.00022322746,0.00045896013],"domain_scores_gemma":[0.9995479,0.00003415599,0.00006514844,0.00018698296,0.000036533453,0.00012925135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000489255,0.00032626328,0.0003406206,0.0002375503,0.000087536595,0.0001029426,0.00024375782,0.00015284456,0.014212586],"category_scores_gemma":[0.0000010024113,0.0003551874,0.00015552646,0.0004270698,0.00003266505,0.00017398523,0.00010888432,0.0010302424,0.000075843775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009596291,0.0011504226,0.025837518,0.00077610894,0.00031207496,0.00018204213,0.007973872,0.000008902503,0.0011424439,0.009051847,0.00065359304,0.95195156],"study_design_scores_gemma":[0.027963722,0.0015074933,0.6657257,0.008764899,0.0020885686,0.00000979433,0.12911409,0.012958634,0.027482307,0.004504803,0.11142185,0.008458154],"about_ca_topic_score_codex":0.0011532588,"about_ca_topic_score_gemma":0.0021475747,"teacher_disagreement_score":0.94349337,"about_ca_system_score_codex":0.0001177902,"about_ca_system_score_gemma":0.00014644321,"threshold_uncertainty_score":0.99989},"labels":[],"label_agreement":null},{"id":"W7061052847","doi":"","title":"A proposed intelligent policy-based interface for mobile eHealth environments","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"eHealth; Interface (matter); Mobile device; User interface; Mobile computing","score_opus":0.013058129327067817,"score_gpt":0.25103362820847136,"score_spread":0.23797549888140354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061052847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012203945,0.000023842107,0.16667618,0.0022906915,0.00007035895,0.0024081902,0.000074884956,0.000055172037,0.81619674],"genre_scores_gemma":[0.4727847,0.000002581917,0.001585721,0.00018343468,0.00008816809,0.000006996828,0.000026586999,0.000012744964,0.5253091],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888134,0.000055038076,0.00015552244,0.00032247888,0.00019196807,0.00039362995],"domain_scores_gemma":[0.9994265,0.00004189026,0.000076832366,0.00024924052,0.000028598042,0.00017693957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000772211,0.0001719789,0.0001641055,0.00014052738,0.00012965385,0.0000407325,0.0003309455,0.000038032013,0.45284796],"category_scores_gemma":[0.0000027718909,0.00017942996,0.00010878163,0.00026619423,0.00005135576,0.000033374323,0.00008863926,0.00012297805,0.0000925243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016784674,0.00030907572,0.00065341673,0.00001823988,0.000022979475,0.000002480849,0.00012108398,0.00022662271,0.0026373474,0.002765153,0.0013169172,0.9917588],"study_design_scores_gemma":[0.001468308,0.0006800183,0.00038806302,0.000023139573,0.000018468789,1.0629563e-7,0.00092023594,0.002682095,0.009928681,0.0001515233,0.98355085,0.0001885178],"about_ca_topic_score_codex":0.00031229437,"about_ca_topic_score_gemma":0.000028083723,"teacher_disagreement_score":0.9915703,"about_ca_system_score_codex":0.00006836402,"about_ca_system_score_gemma":0.00016678695,"threshold_uncertainty_score":0.7316941},"labels":[],"label_agreement":null},{"id":"W7061124206","doi":"","title":"PRELIMINARY ASSESSMENT OF MASTER OF PUBLIC HEALTH STUDENTS’ PERCEPTION OF CORE COMPETENCIES AND USE OF INPLACE SOFTWARE IN THE FACILITATION OF COMPETENCE-BASED LEARNING","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Usability; Practicum; Competence (human resources); Public health; Core competency; Perception","score_opus":0.052252079235877984,"score_gpt":0.2874998715489756,"score_spread":0.23524779231309761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061124206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907096,0.00004016243,0.0013549505,0.000045356323,0.000023442175,0.00056855794,0.000113225404,0.000002747011,0.0071419594],"genre_scores_gemma":[0.978714,0.000021416945,0.0024531367,0.0000038855073,0.0000034140444,0.0000028087156,0.0006032592,0.000007925999,0.018190188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808425,0.000453571,0.0004990692,0.00021448641,0.0006026108,0.00014600385],"domain_scores_gemma":[0.99811643,0.00038645786,0.00078526925,0.00020241886,0.00047224475,0.000037177637],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036728912,0.00015387163,0.0004734824,0.00028427265,0.0000394698,0.000014686261,0.0002829711,0.000063500294,0.03526979],"category_scores_gemma":[0.000025970905,0.00014740422,0.00010262646,0.0004565993,0.0001430247,0.000063933214,0.00011299772,0.00022847962,1.3265917e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016378923,0.0004814012,0.78121305,0.0020760056,0.00008060841,0.0000012875302,0.007137145,0.0003302362,0.0030986222,0.00041169766,0.000019478366,0.2049867],"study_design_scores_gemma":[0.0011212968,0.00087533484,0.8406523,0.00075029174,0.00005264949,1.0227114e-7,0.15377504,0.0009057756,0.0001626444,0.000004642366,0.0015920501,0.00010785941],"about_ca_topic_score_codex":0.0019697512,"about_ca_topic_score_gemma":0.0006695118,"teacher_disagreement_score":0.20487885,"about_ca_system_score_codex":0.00002502685,"about_ca_system_score_gemma":0.00042469188,"threshold_uncertainty_score":0.9656121},"labels":[],"label_agreement":null},{"id":"W7061153544","doi":"","title":"Optimizing Diabetes Management in Ontario Engaging Civil Society in Supporting Research use in Health Systems","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civil society; Healthcare system; Public health; Health care; Diabetes management; Diabetes mellitus","score_opus":0.04253782641907414,"score_gpt":0.28240254740568416,"score_spread":0.23986472098661002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061153544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052411677,0.00019262923,0.00046702742,0.0000729369,0.00008866432,0.0012177516,0.0000113248925,0.000042204076,0.9926663],"genre_scores_gemma":[0.07944906,0.000038312202,0.0006071592,0.000020044894,0.0000606585,0.000013875752,0.000050570015,0.000171537,0.9195888],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959795,0.00076335063,0.00041636653,0.00073941797,0.00044830175,0.0016530515],"domain_scores_gemma":[0.9990943,0.00012548798,0.00020826604,0.00038215407,0.000031224103,0.00015856899],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016756569,0.00033758808,0.0005973708,0.0010305855,0.00012542254,0.0001855276,0.0005623293,0.0001677075,0.02761918],"category_scores_gemma":[0.0000030879253,0.00040316497,0.00013413411,0.0009959232,0.00006386326,0.0001692655,0.0005274363,0.0021030528,0.000048237984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006717469,0.0006326395,0.84112924,0.0017856102,0.00048061903,0.00016969116,0.005254259,0.005139501,0.00003069226,0.027180813,0.036728222,0.08140156],"study_design_scores_gemma":[0.0022018475,0.00006170987,0.0024793537,0.0017542196,0.000008292249,1.393486e-7,0.0073295436,0.0050173714,0.000005210542,0.00005817086,0.9806252,0.00045894372],"about_ca_topic_score_codex":0.2387279,"about_ca_topic_score_gemma":0.4175746,"teacher_disagreement_score":0.94389695,"about_ca_system_score_codex":0.001948421,"about_ca_system_score_gemma":0.0004416276,"threshold_uncertainty_score":0.99984205},"labels":[],"label_agreement":null},{"id":"W7061275653","doi":"","title":"Predicting the Physicochemical Properties of Amorphous Polymer Mixtures with Atomistic Molecular Simulation and Data-driven Modeling","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Force field (fiction); Molecular dynamics; Stability (learning theory); Reliability (semiconductor); Field (mathematics); Consistency (knowledge bases); Amorphous solid; Experimental data; Polymer","score_opus":0.021308341815609703,"score_gpt":0.2386703422597968,"score_spread":0.2173620004441871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061275653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090628,0.00014388656,0.0015999544,0.000053250435,0.000046415153,0.00064068823,0.00008007294,0.00004148437,0.08833144],"genre_scores_gemma":[0.91047424,0.0000029946825,0.000039179467,0.0000037069058,0.000049249615,0.000002866297,0.00037254294,0.00002746277,0.08902773],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894184,0.000053201755,0.0001521144,0.0003653473,0.0003065018,0.00018101295],"domain_scores_gemma":[0.99929583,0.00005294197,0.00013473793,0.00035739935,0.00011028661,0.000048812515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046312278,0.0001930521,0.00020826682,0.000070849404,0.00011454777,0.000051069284,0.00040727435,0.00005908437,0.016847676],"category_scores_gemma":[0.00000579873,0.00014724431,0.000042147905,0.00023666571,0.00006434911,0.00004164229,0.00024076716,0.00022974216,0.0000028712816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019831758,0.00030357164,0.005658513,0.0019747613,0.001690257,0.00006358284,0.0054761907,0.09179511,0.16821083,0.0010217823,0.00029981672,0.7215224],"study_design_scores_gemma":[0.0008695053,0.00006582496,0.00013595208,0.0005187655,0.00043934223,2.8338954e-7,0.010107457,0.9756385,0.010495349,0.000025462828,0.0013785723,0.00032500047],"about_ca_topic_score_codex":0.0018532715,"about_ca_topic_score_gemma":0.0001518225,"teacher_disagreement_score":0.88384336,"about_ca_system_score_codex":0.0000075830844,"about_ca_system_score_gemma":0.00010306747,"threshold_uncertainty_score":0.98405105},"labels":[],"label_agreement":null},{"id":"W7061298132","doi":"","title":"A Phenomenographic Study Critique of Evangelistic Equipping Among Pastors Aligned with the Evangelical Church","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Evangelism; Expansive; Task (project management); Phenomenography; Phenomenon; Relation (database); Christianity","score_opus":0.014484815573947466,"score_gpt":0.2484368355321795,"score_spread":0.23395201995823203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061298132","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43378958,0.0000254171,0.00010039414,0.00009897376,0.00010928511,0.0014095507,0.000040230443,0.000051413714,0.56437516],"genre_scores_gemma":[0.5035865,0.0000019092251,0.00001943165,0.000005154894,0.00007976083,0.000025744554,0.00013688965,0.00004342484,0.49610117],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997789,0.00026524335,0.00028034483,0.00053919834,0.000688719,0.00043749262],"domain_scores_gemma":[0.99863285,0.00021443573,0.00025503035,0.0004764681,0.00029230697,0.00012893644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021792548,0.000373298,0.00044229458,0.00038606778,0.00024199854,0.000079460486,0.00072985823,0.00009971651,0.2832329],"category_scores_gemma":[0.000007429215,0.00030127255,0.00016952824,0.001369918,0.0001536663,0.00004353101,0.00020482835,0.00038701794,0.000048521742],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015330714,0.001614377,0.06577247,0.0009370818,0.0025432308,0.00031569685,0.019761322,0.00007962517,0.0012932052,0.0025448424,0.009418198,0.89418685],"study_design_scores_gemma":[0.0051265405,0.0022580957,0.15998073,0.0009135296,0.0017357272,7.588295e-7,0.7010564,0.00072853017,0.00016256719,0.00010708335,0.12640744,0.0015225507],"about_ca_topic_score_codex":0.0037914317,"about_ca_topic_score_gemma":0.0067779715,"teacher_disagreement_score":0.8926643,"about_ca_system_score_codex":0.000026263104,"about_ca_system_score_gemma":0.00017210921,"threshold_uncertainty_score":0.9999439},"labels":[],"label_agreement":null},{"id":"W7061342628","doi":"","title":"Public and private health care financing with alternative public rationing rules","year":2007,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Waterloo; McMaster University","keywords":"Rationing; Health care; Public health; Public finance; Private sector; Payment","score_opus":0.019787768373246025,"score_gpt":0.2255972150425398,"score_spread":0.20580944666929377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061342628","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11614868,0.000080168276,0.038054813,0.0020969186,0.00003648243,0.00038845735,0.000015735575,0.000039591556,0.8431392],"genre_scores_gemma":[0.8935052,0.0000056734257,0.0031558613,0.00011029609,0.00008181494,0.0000013810192,0.00003959897,0.0000148812305,0.103085265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891126,0.000056477034,0.00012617094,0.0002841926,0.00021622278,0.00040568918],"domain_scores_gemma":[0.9993694,0.000049940732,0.000105214174,0.00014861696,0.00013360885,0.00019321515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015071513,0.00013696145,0.00014027959,0.00016540433,0.00032468242,0.00015236628,0.00018424066,0.000021666945,0.1446871],"category_scores_gemma":[0.000004050195,0.00013299145,0.00002726982,0.0003494977,0.00007874083,0.0001419052,0.00020524673,0.00015701173,0.000012942001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025923935,0.00002682417,0.050870415,0.00002299128,0.000034012144,0.000012962548,0.00077886274,0.0000031676204,0.000041560153,0.036596484,0.00020908103,0.9113777],"study_design_scores_gemma":[0.0016266416,0.00021915203,0.018322814,0.000052860338,0.0000106850575,0.000001326961,0.013033209,0.00024405499,0.00025528992,0.000068811925,0.9659164,0.00024874895],"about_ca_topic_score_codex":0.00084148475,"about_ca_topic_score_gemma":0.00119377,"teacher_disagreement_score":0.9657073,"about_ca_system_score_codex":0.00004882953,"about_ca_system_score_gemma":0.00017069878,"threshold_uncertainty_score":0.8560948},"labels":[],"label_agreement":null},{"id":"W7061351123","doi":"","title":"OPTIMIZING FUNCTIONAL PERFORMANCE OF FRAIL OLDER ADULTS AND THEIR CAREGIVERS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Psychological intervention; Randomized controlled trial; Rehabilitation; Intervention (counseling); Quality of life (healthcare); Activities of daily living; Geriatrics; Protocol (science); Scale (ratio)","score_opus":0.009360949424873031,"score_gpt":0.20803002733378845,"score_spread":0.19866907790891541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061351123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6191865,0.00013829005,0.00024138189,0.000009371012,0.00013711769,0.00021020559,0.000042634627,0.000016335462,0.38001812],"genre_scores_gemma":[0.66878814,0.00002801733,0.000101235026,0.000002957442,0.000089058325,0.0000013675635,0.00026796156,0.00002357508,0.3306977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989767,0.000035278543,0.00013238048,0.0003623513,0.00017459925,0.00031868258],"domain_scores_gemma":[0.9993636,0.00001984451,0.00014769734,0.00017199258,0.00020057237,0.000096288786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044960972,0.00025493128,0.00026776336,0.00015836363,0.00016709084,0.000029875826,0.00022646069,0.00012852972,0.061872046],"category_scores_gemma":[8.5068496e-7,0.0002532762,0.00012163399,0.00023379744,0.00007162423,0.0001728132,0.00007532056,0.00033443054,0.000023250466],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015843799,0.00020143375,0.008692785,0.0006948494,0.00076441927,0.000004348271,0.010224158,0.00007481137,0.0010865136,0.0031651207,0.0021804732,0.9713267],"study_design_scores_gemma":[0.016066432,0.0019850545,0.034907743,0.0032277617,0.00057765964,0.0000047496214,0.23488459,0.011142373,0.063501224,0.00025267588,0.6300775,0.003372247],"about_ca_topic_score_codex":0.00017586784,"about_ca_topic_score_gemma":0.000104393184,"teacher_disagreement_score":0.96795446,"about_ca_system_score_codex":0.000060938848,"about_ca_system_score_gemma":0.00017989904,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W7061391425","doi":"","title":"A PHENOMENOLOGICAL ANALYSIS OF SENSE OF PLACE AND MIGRATION EXPERIENCES OF QUEER ADULTS IN HAMILTON, ONTARIO","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Interpretative phenomenological analysis; Sense of place; Context (archaeology); Narrative; Psychology of self; Identity (music); Politics; Perspective (graphical)","score_opus":0.007536420877153862,"score_gpt":0.1968334779319252,"score_spread":0.18929705705477134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061391425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958965,0.0003331297,0.000092336704,0.0000011352407,0.000064054075,0.00013685852,0.000013961033,0.000030144245,0.0403634],"genre_scores_gemma":[0.97199625,0.000107723485,0.0002921538,3.3653004e-7,0.000004426485,0.000002533025,0.00006593949,0.000016702192,0.02751392],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991478,0.00002169484,0.0002614592,0.00022548286,0.0001982406,0.00014532973],"domain_scores_gemma":[0.99964553,0.000053123713,0.000066877714,0.0001400329,0.000055820692,0.00003862396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006470743,0.00017388155,0.00045909025,0.0007986291,0.000008408932,0.0000075939793,0.00012549125,0.00021825207,0.0023263353],"category_scores_gemma":[0.0000053861295,0.00018468687,0.00008918016,0.0011857722,0.000051717347,0.000058041536,0.000027312844,0.000264207,0.0000010127429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088605506,0.0001382154,0.0034958525,0.0047668135,0.0026597455,0.00014515435,0.75162077,0.2100541,0.0100892065,0.0008544454,0.00006828535,0.015221347],"study_design_scores_gemma":[0.0023663708,0.0005649029,0.026341876,0.0024125678,0.0024367908,0.000003655344,0.7335518,0.1951318,0.02691434,0.000048692666,0.008787927,0.0014392663],"about_ca_topic_score_codex":0.0036356496,"about_ca_topic_score_gemma":0.115005605,"teacher_disagreement_score":0.11136996,"about_ca_system_score_codex":0.00014622018,"about_ca_system_score_gemma":0.000041156494,"threshold_uncertainty_score":0.9985857},"labels":[],"label_agreement":null},{"id":"W7061482917","doi":"","title":"Rocks always remember: Sedimentology and ichnology of the Upper Albian Sikanni Formation in the Liard Basin, NWT, Canada","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ichnofacies; Facies; Outcrop; Ichnology; Sedimentology; Trace fossil; Bioturbation; Siltstone","score_opus":0.005957041577330825,"score_gpt":0.17444842748852868,"score_spread":0.16849138591119786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061482917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8122117,0.00021980942,0.000079404614,0.00026642974,0.0004644855,0.00027295033,0.00003084088,0.000029146953,0.18642522],"genre_scores_gemma":[0.96730715,0.00006476878,0.000028625374,0.000112148926,0.000014670146,0.0000017214777,0.000053784952,0.000012974459,0.03240414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992949,0.00006081478,0.00017983247,0.00014179172,0.000119707634,0.0002029541],"domain_scores_gemma":[0.9996137,0.000042924712,0.00007251571,0.00020859373,0.00003921367,0.000023049557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004325756,0.000165,0.00020556548,0.000095288735,0.00007340361,0.000015649408,0.00033829044,0.00021068289,0.0004946314],"category_scores_gemma":[0.0000069747634,0.00013301136,0.000042783577,0.00040711794,0.000022800534,0.000107788874,0.000048549282,0.000281986,7.6227366e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005821346,0.00027031582,0.15379842,0.0045208405,0.0011518126,0.0004363098,0.01751034,0.03409747,0.0050980207,0.0133866025,0.032560516,0.7365872],"study_design_scores_gemma":[0.0025171926,0.00010877786,0.064609446,0.00056374364,0.00068449636,0.000035989775,0.038534515,0.04798494,0.012589015,0.00038515605,0.8309399,0.00104685],"about_ca_topic_score_codex":0.036036693,"about_ca_topic_score_gemma":0.83220094,"teacher_disagreement_score":0.79837936,"about_ca_system_score_codex":0.00016680965,"about_ca_system_score_gemma":0.000091202535,"threshold_uncertainty_score":0.9703824},"labels":[],"label_agreement":null},{"id":"W7061494297","doi":"","title":"Progress Towards the Syntheses of Ortho-Farnesylated Phenolic Natural Products","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural product; Candida albicans; Total synthesis; Cancer cell lines; Antifungal; Drug discovery; Regioselectivity","score_opus":0.018273362668852735,"score_gpt":0.2541663146582798,"score_spread":0.23589295198942709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061494297","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09163113,0.0028493176,0.000030884665,0.00046464996,0.000563201,0.0010435726,0.00008787659,0.00010298602,0.9032264],"genre_scores_gemma":[0.5738259,0.000015266616,0.000017377512,0.000003352313,0.000079521145,0.0000046159175,0.00017969692,0.00003797041,0.4258363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981916,0.0001337322,0.00022880491,0.00052176,0.00041181393,0.00051231665],"domain_scores_gemma":[0.9990097,0.000046686608,0.00018712098,0.00040028832,0.00028889353,0.000067297944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011235685,0.00037268706,0.00038702833,0.0002006097,0.0001621507,0.00011113396,0.00076462235,0.00018272667,0.019485319],"category_scores_gemma":[0.0000071638824,0.0002830799,0.00024470506,0.0010270776,0.00015146709,0.00013270012,0.0001520961,0.001199637,0.00009625925],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026093537,0.00014881698,0.00040430936,0.0005796468,0.0008791355,0.000022331293,0.001622219,0.000013070428,0.0006238495,0.035915386,0.0008875728,0.9586427],"study_design_scores_gemma":[0.00071634515,0.00020184962,0.0010695863,0.00082276494,0.0006825682,0.0000026779096,0.020479579,0.0006954627,0.027437346,0.0009365065,0.94604635,0.00090895063],"about_ca_topic_score_codex":0.0004389691,"about_ca_topic_score_gemma":0.00024656748,"teacher_disagreement_score":0.95773375,"about_ca_system_score_codex":0.0000936318,"about_ca_system_score_gemma":0.0005798216,"threshold_uncertainty_score":0.99996215},"labels":[],"label_agreement":null},{"id":"W7061528770","doi":"","title":"From Reconciliation to Responsiveness: Applying the Relativity Condition to Crown-Indigenous Relations in Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Argument (complex analysis); Indigenous; Theory of relativity","score_opus":0.010686492412131038,"score_gpt":0.22655793320277218,"score_spread":0.21587144079064113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061528770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47966546,0.000017028615,0.00028417745,0.00057341735,0.0003937353,0.0025694643,0.0005587893,0.000017448108,0.51592046],"genre_scores_gemma":[0.22573934,0.0000014746496,0.00010486303,0.00010650102,0.00008463141,0.00016817007,0.0018135131,0.000027105585,0.7719544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981028,0.00034498828,0.0002661943,0.00047961142,0.00049020513,0.00031622034],"domain_scores_gemma":[0.9988696,0.000357957,0.0001690626,0.00034941884,0.00012002221,0.00013391543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017873822,0.00022440973,0.00024168007,0.0002678843,0.00045420328,0.00005881254,0.0004477453,0.00006416817,0.7506451],"category_scores_gemma":[0.00002752194,0.0002471606,0.00006821679,0.0010396632,0.000010011073,0.00005605904,0.00016758291,0.00053512066,0.000097354976],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059578475,0.00005681646,0.0172896,0.000020407346,0.00008823227,0.00004466006,0.006762986,0.0020891887,0.000605301,0.0005001341,0.0069623594,0.96498454],"study_design_scores_gemma":[0.0004732968,0.00005162082,0.08098734,0.000075156946,0.000049039183,9.527089e-8,0.05385784,0.00013236412,0.00015965324,0.00010559755,0.86379105,0.00031691155],"about_ca_topic_score_codex":0.93040824,"about_ca_topic_score_gemma":0.9773266,"teacher_disagreement_score":0.9646676,"about_ca_system_score_codex":0.000811986,"about_ca_system_score_gemma":0.0022139018,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W7061612912","doi":"","title":"Residential Low Impact Development Practices: Literature Review and Multicriteria Decision Analysis Framework for Detached Houses","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Low-impact development; Surface runoff; Stormwater management; Stormwater; Green infrastructure; Sustainable development; Decision support system; Sustainability; Water conservation; Impact assessment","score_opus":0.019156450301727506,"score_gpt":0.33189948062207375,"score_spread":0.3127430303203462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061612912","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39722496,0.24124105,0.2445943,0.0008743872,0.0016616886,0.012956116,0.0021786497,0.00041623178,0.098852605],"genre_scores_gemma":[0.12332732,0.01615576,0.065416366,0.00021023267,0.00062087266,0.000086012464,0.016323933,0.00030350772,0.777556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800485,0.00016566286,0.00031892958,0.0007216047,0.00030274893,0.0004862031],"domain_scores_gemma":[0.99822503,0.00026841517,0.0005219315,0.00036168197,0.00042013553,0.00020281103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018144041,0.00042716827,0.0007567857,0.00034245005,0.00027833457,0.00044692834,0.00037181762,0.00027069214,0.031245375],"category_scores_gemma":[0.0000733977,0.00041433994,0.00048392464,0.0013476871,0.000019529989,0.0003224567,0.00011642506,0.00063184,0.000011056226],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021495868,0.0007381049,0.011378469,0.0088620465,0.016749209,0.00015556258,0.003938638,0.0000717987,0.00079174154,0.003849196,0.0032119392,0.9481037],"study_design_scores_gemma":[0.009083489,0.0007920143,0.03277908,0.03729351,0.037318766,0.000014743771,0.015166893,0.0015690194,0.0086723445,0.0030935954,0.84811974,0.006096808],"about_ca_topic_score_codex":0.00009812747,"about_ca_topic_score_gemma":0.0007665886,"teacher_disagreement_score":0.9420069,"about_ca_system_score_codex":0.00014980225,"about_ca_system_score_gemma":0.0005024136,"threshold_uncertainty_score":0.99983084},"labels":[],"label_agreement":null},{"id":"W7061670838","doi":"","title":"A role identity perspective on paramedic mental health","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Identity (music); Perspective (graphical); Anxiety; Interview; Meaning (existential); Social identity theory; Situated; Social identity approach","score_opus":0.005563073235266755,"score_gpt":0.2044819645401429,"score_spread":0.19891889130487614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061670838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011776228,0.00051417376,0.000051082166,0.000037300215,0.0012261142,0.00027097142,0.000116252486,0.0004050598,0.9856028],"genre_scores_gemma":[0.39897177,0.0009691285,0.00018511292,0.00014336023,0.000441668,0.0000080273085,0.0016529392,0.0004916115,0.5971364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989779,0.000024215726,0.000118336684,0.00028718557,0.00029202964,0.00030034466],"domain_scores_gemma":[0.99959797,0.000010743782,0.000056871537,0.00018582976,0.000020589241,0.00012800538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036613605,0.00028213335,0.00027981435,0.00017462388,0.00016102807,0.00004671189,0.00029705506,0.00009754285,0.034919273],"category_scores_gemma":[0.00000191193,0.00037013888,0.00012930234,0.00038722015,0.000011165688,0.0002126961,0.000047794074,0.0005842348,0.00008952727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055543444,0.0005100403,0.000104350795,0.0014455678,0.0021017063,0.0002611418,0.041301105,0.028436862,0.0034647277,0.18558574,0.030618016,0.7056153],"study_design_scores_gemma":[0.00049964676,0.00012725322,0.00041224863,0.00012892569,0.00003726462,0.0000023056853,0.033781003,0.002284797,0.000054637632,0.00023399197,0.9619339,0.0005040129],"about_ca_topic_score_codex":0.000359714,"about_ca_topic_score_gemma":0.00050684315,"teacher_disagreement_score":0.9313159,"about_ca_system_score_codex":0.0013944766,"about_ca_system_score_gemma":0.000051448103,"threshold_uncertainty_score":0.99987507},"labels":[],"label_agreement":null},{"id":"W7061712939","doi":"","title":"Preventing Elderly Orphans","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Government (linguistics); Circumstantial evidence; Work (physics); Notice","score_opus":0.010968035213324942,"score_gpt":0.20174242988228722,"score_spread":0.1907743946689623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061712939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46998984,0.00010844632,0.00022760085,0.000005284082,0.0011515615,0.0001891602,0.000025023966,0.0009286082,0.52737445],"genre_scores_gemma":[0.10187979,0.000087959175,0.00017865874,0.0000056281406,0.000112521906,0.0000015122479,0.00021830668,0.00011857079,0.89739704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990899,0.00001897352,0.00015899283,0.0002464861,0.00014834297,0.00033728845],"domain_scores_gemma":[0.9996196,0.000021841144,0.000052318486,0.00018052432,0.000036908044,0.00008881503],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036989095,0.00025632657,0.00022985297,0.0001507743,0.00008956156,0.00006540606,0.0002840591,0.0002474946,0.011942313],"category_scores_gemma":[0.0000041828266,0.00031676042,0.00012117445,0.00055343995,0.000010525377,0.0001769182,0.000031440537,0.00027728462,0.00036225314],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044092307,0.000040735147,0.0012175358,0.0007607214,0.00036370664,0.00035190652,0.0011280546,0.0048075113,0.0036657301,0.0004314236,0.0036347827,0.9835538],"study_design_scores_gemma":[0.0021610518,0.00021555345,0.009207923,0.0010948176,0.00077620277,0.000009270879,0.015589215,0.048688166,0.008232504,0.00040983869,0.9107239,0.0028915487],"about_ca_topic_score_codex":0.00005411726,"about_ca_topic_score_gemma":0.0016155653,"teacher_disagreement_score":0.9806622,"about_ca_system_score_codex":0.0001171861,"about_ca_system_score_gemma":0.000028348832,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W7061727651","doi":"","title":"Responsibility and Justice: Considerations for Increasing Access to Prenatal Care. An Interpretive Descriptive Study of Health and Service Providers Understandings of Inadequate Prenatal Care in Hamilton.","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service provider; Focus group; Outreach; Population; Health care; Participatory action research; Referral; Prenatal care; Service delivery framework","score_opus":0.02926841860011353,"score_gpt":0.2827675517756583,"score_spread":0.2534991331755448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061727651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289674,0.0006697278,0.0018247827,0.000024858213,0.00015820307,0.0025952575,0.0004317382,0.00010784562,0.001290848],"genre_scores_gemma":[0.99712926,0.000031057778,0.0023288713,0.00001925327,0.000004087686,0.000027045808,0.0001850591,0.00003791741,0.00023742151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985692,0.00021290725,0.000374659,0.00047926992,0.0001596221,0.00020435023],"domain_scores_gemma":[0.9989781,0.00024258795,0.00021407787,0.00023557646,0.00025061358,0.0000790464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001258104,0.00026867248,0.0004574754,0.0005267337,0.00018312095,0.000055204677,0.0002177733,0.00013586835,0.000115050956],"category_scores_gemma":[0.00016933195,0.00034314097,0.000027047325,0.0005036635,0.000063499305,0.00064708514,0.0001761269,0.000271912,4.3759794e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033272745,0.00012499387,0.0017140263,0.008423985,0.00019380826,0.0000184481,0.9321525,0.023543384,0.00046433503,0.0007579766,0.000015150718,0.029264083],"study_design_scores_gemma":[0.0011706377,0.0011623582,0.00089511706,0.00047896864,0.0001122836,0.0000017418055,0.99212575,0.0010028059,0.002476882,0.00016558172,0.00011623028,0.00029164716],"about_ca_topic_score_codex":0.0011092657,"about_ca_topic_score_gemma":0.052756187,"teacher_disagreement_score":0.05997321,"about_ca_system_score_codex":0.0010516207,"about_ca_system_score_gemma":0.00029868737,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W7061826442","doi":"","title":"Risk of falls and fear of falling in older adults residing in public housing in Ontario, Canada","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Observational study; Fear of falling; Public housing; Poison control; Suicide prevention; Occupational safety and health","score_opus":0.011330466355640565,"score_gpt":0.16563855279175954,"score_spread":0.15430808643611899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061826442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81675047,0.00025635413,0.000025583262,0.000005852132,0.00007661012,0.00016413079,0.000022895016,0.000017742004,0.18268035],"genre_scores_gemma":[0.93844455,0.00021222886,0.0010055096,0.0000035085627,0.00001691281,0.0000011208864,0.000017137421,0.00010641534,0.060192592],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999276,0.000044768127,0.00020679984,0.00020988817,0.000083402985,0.00017915429],"domain_scores_gemma":[0.99970156,0.000032783813,0.00007562114,0.00014215625,0.000014255804,0.000033599747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006489301,0.00014990386,0.00033280495,0.00029139256,0.0000105729505,0.000012326232,0.00012503225,0.00014472919,0.010366271],"category_scores_gemma":[0.000008542734,0.00019076586,0.000021242964,0.00037855448,0.000021527723,0.000054626413,0.0000665504,0.00021566759,2.1468368e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004866444,0.00017826416,0.92313,0.0029722112,0.00024341326,0.00038796017,0.0064492417,0.010479769,0.0071778395,0.00043093777,0.0014286999,0.047073],"study_design_scores_gemma":[0.013383011,0.00007425902,0.3976831,0.027385945,0.00022717896,0.000014491348,0.06083464,0.003877419,0.008349428,0.00007299782,0.48445997,0.0036375464],"about_ca_topic_score_codex":0.9512249,"about_ca_topic_score_gemma":0.998625,"teacher_disagreement_score":0.5254469,"about_ca_system_score_codex":0.00029959943,"about_ca_system_score_gemma":0.00016001785,"threshold_uncertainty_score":0.99053836},"labels":[],"label_agreement":null},{"id":"W7061910050","doi":"","title":"Strengthening Primary Healthcare in Canada","year":2010,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Primary health care; Health care; Stakeholder; Healthcare system; MEDLINE","score_opus":0.010893381655582993,"score_gpt":0.21291730222553512,"score_spread":0.20202392056995214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061910050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032474837,0.00013775661,0.00008013596,0.00013342247,0.00014372783,0.000257719,0.00013304855,0.0000338526,0.9987556],"genre_scores_gemma":[0.015878431,0.000014969468,0.00015030263,0.00004786365,0.00016545992,0.0000015803882,0.00010387485,0.0001828825,0.98345464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850845,0.00008250163,0.00013962419,0.0003990071,0.00025795243,0.0006124331],"domain_scores_gemma":[0.99935764,0.000025984233,0.00011634611,0.00029755812,0.000022886166,0.0001795977],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043615575,0.00027672335,0.00033795726,0.00022136826,0.000054474243,0.000026357886,0.0004764933,0.0001438245,0.34383407],"category_scores_gemma":[7.851461e-7,0.00031433027,0.00007325291,0.00034471235,0.000029435203,0.000045212455,0.00018020919,0.0010869104,0.000053062184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039125305,0.00007027458,0.043102585,0.00015344651,0.00014779989,0.00009704487,0.00008368511,0.000013278715,0.00005544082,0.010120129,0.11136312,0.83475405],"study_design_scores_gemma":[0.0006476195,0.000016168131,0.0002815418,0.000092474766,0.000010864332,3.6668206e-7,0.00053120696,0.00004058451,0.000025360623,0.000041298692,0.9980183,0.00029420308],"about_ca_topic_score_codex":0.9384751,"about_ca_topic_score_gemma":0.9844315,"teacher_disagreement_score":0.8866552,"about_ca_system_score_codex":0.00061217224,"about_ca_system_score_gemma":0.002598016,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W7061930297","doi":"","title":"Scan for co-signing initiatives to support refugee housing in Hamilton","year":2024,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Hospitality; Stakeholder; Face (sociological concept); Best practice; Renting; Displaced person; Sustainable community","score_opus":0.047716608017597494,"score_gpt":0.3257125483305187,"score_spread":0.27799594031292124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061930297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068008318,0.00010601596,0.00331284,0.00009635931,0.0002944045,0.0010761975,0.00041121896,0.000075062046,0.98782706],"genre_scores_gemma":[0.3175703,0.000042709507,0.00053642475,0.00004819054,0.00045812514,0.000025430258,0.00044481893,0.00016389159,0.68071014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972681,0.000099152596,0.00034185997,0.00082932494,0.0005283838,0.0009332218],"domain_scores_gemma":[0.99897254,0.00009905704,0.00014548455,0.00031912926,0.00022590665,0.0002378869],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041148576,0.00045511482,0.0006072677,0.000740763,0.00014302856,0.00019715479,0.0005133382,0.00021257346,0.025922598],"category_scores_gemma":[0.000010101638,0.0005168268,0.00031078435,0.0008069609,0.000055730106,0.00023535154,0.00025129502,0.00088310766,0.00016928726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040086723,0.0003081471,0.0144563,0.0011891711,0.0010145555,0.00039656807,0.0020004178,0.0003140934,0.0014837489,0.022823596,0.03956359,0.91604894],"study_design_scores_gemma":[0.0007623724,0.00029347767,0.00015306805,0.0004142729,0.00009356753,0.0000016097999,0.0012153052,0.00009310927,0.0014402693,0.0003407372,0.99463487,0.00055731554],"about_ca_topic_score_codex":0.000551137,"about_ca_topic_score_gemma":0.00061741954,"teacher_disagreement_score":0.95507133,"about_ca_system_score_codex":0.0010630661,"about_ca_system_score_gemma":0.0019099055,"threshold_uncertainty_score":0.9997283},"labels":[],"label_agreement":null},{"id":"W7061948531","doi":"","title":"Self-Piercing Riveting of High Ductility Al-Fe-Zn-Mg Casting Alloy (Nemalloy HE700) in F Temper: Modelling, Simulation and Experimental Analysis","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rivet; Alloy; Ductility (Earth science); Strain hardening exponent; Void (composites); Finite element method; Formability; Plasticity; Aluminium; Casting","score_opus":0.011583791889459493,"score_gpt":0.2270876182701836,"score_spread":0.2155038263807241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061948531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97554743,0.0011181887,0.012028652,0.000007710161,0.00031287936,0.0003129414,0.000024744311,0.00064530753,0.010002154],"genre_scores_gemma":[0.982722,0.00009808646,0.01007378,0.000003462217,0.000026252463,0.0000028298841,0.00015569727,0.00006583273,0.0068520503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984165,0.00004806041,0.0004407751,0.0005827258,0.00022603142,0.0002859081],"domain_scores_gemma":[0.9993491,0.00007932558,0.00016695305,0.00026847728,0.000081401995,0.000054716198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010320426,0.00040078198,0.00056237075,0.00084493525,0.00008914337,0.000053767788,0.00021140964,0.00034834276,0.0008548349],"category_scores_gemma":[0.000014884429,0.0005092427,0.0001425567,0.0012727055,0.000039388502,0.00037144189,0.0000998699,0.00044566704,0.000004049197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038053615,0.000025620848,0.00064642576,0.00041688627,0.00037548644,0.000036045752,0.0030988175,0.98679817,0.0038641698,0.00010720414,0.000006106414,0.0045869923],"study_design_scores_gemma":[0.00035252929,0.00003227196,0.00015880013,0.00019495051,0.00041110397,0.000001112624,0.0120902285,0.970536,0.014230611,0.000052214473,0.0014834398,0.00045674393],"about_ca_topic_score_codex":0.0002344858,"about_ca_topic_score_gemma":0.0006134089,"teacher_disagreement_score":0.016262196,"about_ca_system_score_codex":0.00037269594,"about_ca_system_score_gemma":0.000029695717,"threshold_uncertainty_score":0.9997359},"labels":[],"label_agreement":null},{"id":"W7061971090","doi":"","title":"The Relationship Between Borderline Personality Features and Depressive and Generalized Anxiety Symptoms in a Sample of Treatment-Seeking Perinatal Women","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Edinburgh Postnatal Depression Scale; Borderline personality disorder; Context (archaeology); Odds; Mental health; Logistic regression; Depression (economics)","score_opus":0.014329639483674134,"score_gpt":0.24902595470435723,"score_spread":0.2346963152206831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061971090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91614544,0.0004009853,0.000022128706,0.000063208114,0.000022291704,0.00032829135,0.00019554452,0.0000062279855,0.082815886],"genre_scores_gemma":[0.7454082,0.000069933405,0.00008841266,0.0000023514933,0.00003958504,0.000009402075,0.0005477165,0.000012608678,0.25382182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989375,0.00016654636,0.00017094906,0.00033211507,0.00015668612,0.00023621981],"domain_scores_gemma":[0.99902564,0.00050668075,0.00014408256,0.0001673281,0.00007480021,0.000081490674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085664586,0.00020308964,0.00028810118,0.00008702825,0.00022158517,0.000079994454,0.00013558284,0.00009836521,0.047903728],"category_scores_gemma":[0.000022052167,0.00017932392,0.00005941215,0.00024080323,0.00007741613,0.000036543744,0.00010803093,0.0002301318,3.4131244e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010609571,0.000022225915,0.6086049,0.00006635318,0.000112389964,0.000003282175,0.0017643457,0.0000012923996,0.00007308323,0.0015845444,0.000015003377,0.3876465],"study_design_scores_gemma":[0.0024464137,0.00012395003,0.8866178,0.000104642284,0.000100319885,5.94437e-7,0.019429538,0.000088563196,0.00008362577,0.00017323674,0.090587005,0.00024430896],"about_ca_topic_score_codex":0.0071698735,"about_ca_topic_score_gemma":0.0052468423,"teacher_disagreement_score":0.38740218,"about_ca_system_score_codex":0.000055219163,"about_ca_system_score_gemma":0.00014928084,"threshold_uncertainty_score":0.99944144},"labels":[],"label_agreement":null},{"id":"W7062018830","doi":"","title":"Smart Delivery Mobile Lockers: Design, Models and Analytics","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Analytics; Incentive; Smart city; Key (lock); Early adopter; Greenhouse gas; Empirical research","score_opus":0.018924231603318426,"score_gpt":0.2290916472563537,"score_spread":0.21016741565303526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062018830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009024877,0.00038582183,0.003261639,0.000042087027,0.00019692144,0.0006992278,0.000056883564,0.00005554059,0.986277],"genre_scores_gemma":[0.026461767,0.00007871896,0.0005299675,0.000012536377,0.00008017777,0.000007565116,0.00026445827,0.000039208237,0.9725256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985709,0.00007166837,0.00019086013,0.0005374594,0.00030195792,0.00032713165],"domain_scores_gemma":[0.99929184,0.00006990363,0.0000873418,0.00025377504,0.00013311855,0.00016404585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000082233,0.0003251328,0.0002976027,0.0002820501,0.00012326885,0.00017258889,0.00029994754,0.00014323946,0.5947287],"category_scores_gemma":[0.0000011080114,0.00035766477,0.00013518367,0.0004312553,0.000048685477,0.000072773604,0.00018683168,0.0004009007,0.00015508254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014143693,0.00007400623,0.00018242777,0.00024135166,0.00031400143,0.00007313834,0.00068590214,0.00040783823,0.00019471422,0.0022251438,0.011637003,0.98382306],"study_design_scores_gemma":[0.0008928721,0.0002210987,0.00009562521,0.00031896168,0.0005905699,8.0709304e-7,0.021220904,0.04401321,0.00046495275,0.0010618033,0.93038476,0.0007344474],"about_ca_topic_score_codex":0.0010191753,"about_ca_topic_score_gemma":0.00044062312,"teacher_disagreement_score":0.9830886,"about_ca_system_score_codex":0.000030653136,"about_ca_system_score_gemma":0.00021188283,"threshold_uncertainty_score":0.9998875},"labels":[],"label_agreement":null},{"id":"W7062055822","doi":"","title":"Thermal characteristics of overwintering habitats for the Blanding’s Turtle (Emydoidea blandingii) across three study areas in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Ectotherm; Exclosure; Netting; Performic acid","score_opus":0.021407499668773193,"score_gpt":0.237527488372921,"score_spread":0.2161199887041478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062055822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8443043,0.0000026519326,0.00037157835,0.00012999152,0.0001605947,0.0006021223,0.00007328583,0.0000042206757,0.15435122],"genre_scores_gemma":[0.87438613,2.1265157e-7,0.000021078284,0.0000062244926,0.000040551357,0.0000046310424,0.000006077955,0.000008699697,0.12552637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990521,0.000024285377,0.00017575001,0.00022031914,0.00020387131,0.00032365476],"domain_scores_gemma":[0.99916756,0.00012268138,0.00017499078,0.0004082691,0.00006623476,0.000060250466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015239992,0.00014443557,0.00021335976,0.000031508782,0.00036301033,0.000112978436,0.00066546944,0.000023269202,0.16586408],"category_scores_gemma":[0.000010787705,0.00012166543,0.00006531631,0.000058546033,0.00007045539,0.000052054515,0.00047185714,0.00016789116,0.000002044587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013235469,0.0000833437,0.80950755,0.0000118335365,0.0000769677,0.000017200618,0.0006682768,0.00001178069,0.00013486219,0.00014836829,0.00018013208,0.18902732],"study_design_scores_gemma":[0.0017477209,0.000100308556,0.91687685,0.00003836155,0.00003109086,1.3499434e-7,0.0045968033,0.0005360054,0.0000878591,0.000009997621,0.07583809,0.00013680123],"about_ca_topic_score_codex":0.94595987,"about_ca_topic_score_gemma":0.99360335,"teacher_disagreement_score":0.18889052,"about_ca_system_score_codex":0.00008534203,"about_ca_system_score_gemma":0.00025881358,"threshold_uncertainty_score":0.8348984},"labels":[],"label_agreement":null},{"id":"W7062070550","doi":"","title":"Space Mapping: Engineering Modeling and Optimization Exploiting Surrogates","year":2003,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.013237188322121642,"score_gpt":0.17381570412953867,"score_spread":0.16057851580741703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062070550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000042405652,0.000067239744,0.41885993,0.000010459412,0.00006943854,0.000094004,0.000011605114,0.000056657413,0.58078825],"genre_scores_gemma":[0.0045318636,0.000023232044,0.053856753,0.0000067048063,0.00018893417,2.9981268e-7,0.00003447818,0.00025488037,0.94110286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914455,0.000026085383,0.00010861792,0.00035413713,0.0000939452,0.00027267548],"domain_scores_gemma":[0.99960065,0.000017409595,0.00012142884,0.00013541085,0.000030396684,0.00009472877],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035711182,0.00029649714,0.00026841759,0.00018201613,0.0000857882,0.000065804736,0.000088945,0.000110675785,0.02255446],"category_scores_gemma":[0.0000022318006,0.0003598286,0.00006693178,0.00017278966,0.000024627374,0.00010211891,0.00009419869,0.0001824788,0.000012264323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017437536,0.000077965014,0.0020808722,0.00021547788,0.0007178269,0.000050505012,0.00060315663,0.91280997,0.00016371603,0.042928174,0.0052695167,0.035065375],"study_design_scores_gemma":[0.00051949196,0.000011806968,0.0000015354184,0.00037339228,0.000076112716,0.0000013054425,0.0023750847,0.5498845,0.000024148289,0.000040148974,0.44615042,0.0005420398],"about_ca_topic_score_codex":0.0002119666,"about_ca_topic_score_gemma":0.000009827682,"teacher_disagreement_score":0.4408809,"about_ca_system_score_codex":0.000037752376,"about_ca_system_score_gemma":0.000020654497,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W7062247954","doi":"","title":"T cell engaging nanoparticles towards anti-cancer therapies","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cytotoxicity; Cancer immunotherapy; Antigen; Antibody; Immunotherapy; Raji cell; CD3; Monoclonal antibody; Cancer cell","score_opus":0.013446525370349774,"score_gpt":0.22102312590196463,"score_spread":0.20757660053161486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062247954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2986827,0.0006840232,0.00023618664,0.00005764251,0.00061796326,0.00015993763,0.00007046616,0.00006711996,0.69942397],"genre_scores_gemma":[0.47750306,0.000032602577,0.00023732778,0.000012590943,0.00019595325,6.514705e-7,0.000096846656,0.000047641683,0.5218733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882925,0.000048809612,0.00015901511,0.000448671,0.00018013392,0.00033414504],"domain_scores_gemma":[0.9995071,0.000019853796,0.00013259883,0.00017032531,0.00008444089,0.00008567752],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003917457,0.00035177494,0.0003200497,0.00012177326,0.00021340395,0.00015574369,0.00021005495,0.00010764329,0.039356027],"category_scores_gemma":[5.0622754e-7,0.00036237715,0.00020921834,0.0002481314,0.000040089148,0.00016638737,0.00007313892,0.0004041675,0.00013958615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012036449,0.00018814504,0.0025214306,0.00037917978,0.0009844766,0.00009515405,0.009802165,0.00031354724,0.04637455,0.017365955,0.002842138,0.9190129],"study_design_scores_gemma":[0.0010168267,0.00006438894,0.00076689204,0.0006659077,0.0007913984,4.3199765e-7,0.07541372,0.0013357672,0.104438245,0.0014342581,0.8126701,0.0014020405],"about_ca_topic_score_codex":0.00040259244,"about_ca_topic_score_gemma":0.00007202155,"teacher_disagreement_score":0.9176109,"about_ca_system_score_codex":0.000069322276,"about_ca_system_score_gemma":0.00012011275,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W7062310850","doi":"","title":"Towards more efficient shallow foundations for low-rise concentrically braced frame buildings","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin hypercube sampling; Foundation (evidence); Shallow foundation; Seismic analysis; Frame (networking); Braced frame; Building code; Code (set theory)","score_opus":0.010991304032139108,"score_gpt":0.23914341264586464,"score_spread":0.22815210861372553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062310850","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061331496,0.00020142113,0.110132,0.0003815744,0.0018256822,0.0015684182,0.0006091737,0.00017719032,0.823773],"genre_scores_gemma":[0.22869508,0.00000640309,0.006195345,0.000059947626,0.0005081189,0.000006098944,0.0016196865,0.0001352853,0.76277405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982849,0.00002810928,0.00027779723,0.0006861941,0.00026598608,0.00045701256],"domain_scores_gemma":[0.9989693,0.00007742794,0.00023335379,0.00024270557,0.00030271098,0.00017449392],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058947408,0.0004489306,0.00044021473,0.00018743088,0.00030419516,0.00023581446,0.00032006585,0.00022300474,0.014249765],"category_scores_gemma":[0.000008992678,0.00049437286,0.00043376753,0.00041146748,0.00006540789,0.000118183496,0.00010161173,0.00042283765,0.00009408422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009048855,0.00066878414,0.0005843612,0.0007503998,0.0020697003,0.0001313807,0.0074743163,0.006695513,0.0019130661,0.34138295,0.0070586624,0.63036597],"study_design_scores_gemma":[0.0021945396,0.00015643018,0.00034765722,0.00092603284,0.0012243084,0.0000011321395,0.023177903,0.049930178,0.00085917505,0.0025582768,0.9171452,0.0014791532],"about_ca_topic_score_codex":0.00015131733,"about_ca_topic_score_gemma":0.000053115433,"teacher_disagreement_score":0.9100866,"about_ca_system_score_codex":0.00021523643,"about_ca_system_score_gemma":0.000279382,"threshold_uncertainty_score":0.9997508},"labels":[],"label_agreement":null},{"id":"W7062336147","doi":"","title":"Sarum Scholarly Missal","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; Australian Government","keywords":"Period (music); Middle Ages; Style (visual arts); Focus (optics)","score_opus":0.014872668472107036,"score_gpt":0.21811009956936392,"score_spread":0.2032374310972569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062336147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000072290877,0.00003638689,0.00029829936,0.00033041023,0.00025111157,0.00036278978,0.0001406398,0.00040333436,0.9981698],"genre_scores_gemma":[0.000058408743,0.000013170786,0.00018910591,0.000025605594,0.0003514704,0.0000018455488,0.000035379344,0.00041499882,0.99891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985637,0.00007258733,0.00012241173,0.0004648168,0.00035770866,0.00041877085],"domain_scores_gemma":[0.99922115,0.000039412877,0.00010898382,0.00040162602,0.000045773304,0.00018308505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000064926004,0.0002889882,0.000268187,0.00034026828,0.00008482026,0.00015782144,0.0005913289,0.00015379206,0.9908412],"category_scores_gemma":[0.000004149847,0.0003232004,0.00014934193,0.00054359785,0.000073108014,0.000051044368,0.00044446,0.0004202582,0.0042122477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008366662,0.000030333342,0.0012342656,0.000018618706,0.00009135071,0.000039330407,0.00001304016,2.5539407e-7,0.000020171708,0.0020354067,0.4866603,0.50984854],"study_design_scores_gemma":[0.00070097874,0.000036937425,0.00023009376,0.00010241688,0.000047896367,1.7665985e-7,0.0004885359,0.000022306429,0.000016123835,0.000025128653,0.9980202,0.0003092589],"about_ca_topic_score_codex":0.0050740903,"about_ca_topic_score_gemma":0.0017329822,"teacher_disagreement_score":0.98662895,"about_ca_system_score_codex":0.000021685211,"about_ca_system_score_gemma":0.00011222725,"threshold_uncertainty_score":0.999922},"labels":[],"label_agreement":null},{"id":"W7062346439","doi":"","title":"Translating Editor COI Values to Action: The Missing Link","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Regional Blood Coordinating Network; McMaster University","keywords":"Process (computing); Conflict of interest; Health care; Value (mathematics); Editorial board; Survey data collection; Perception","score_opus":0.01617878010184119,"score_gpt":0.22631650545027523,"score_spread":0.21013772534843406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062346439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15898108,0.0003281941,0.006991562,0.00071892707,0.016777314,0.00070987816,0.000049052283,0.0009058387,0.8145382],"genre_scores_gemma":[0.20970017,0.000087125474,0.005613371,0.00025918032,0.019426797,0.000006204441,0.00024711885,0.00032664032,0.7643334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990919,0.00003055624,0.00016066674,0.00024010708,0.00018724278,0.00028948937],"domain_scores_gemma":[0.99950594,0.0000319789,0.000050309667,0.00022402029,0.00007430556,0.00011345723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058119695,0.00025627753,0.0002004595,0.00008581006,0.00026214693,0.00012437609,0.0003314578,0.00023216924,0.0066601336],"category_scores_gemma":[0.0000067810593,0.00024077311,0.00010264858,0.00041709098,0.000024290897,0.0001989101,0.000020999823,0.00030412528,0.00010480452],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006271291,0.000012362127,0.00011116806,0.00017465021,0.00012645613,0.000019144018,0.0024271708,0.0017456337,0.0033958496,0.00005610014,0.0068642716,0.9850045],"study_design_scores_gemma":[0.00029051225,0.000056150253,0.00053932896,0.00021736884,0.00015920265,0.0000021508558,0.0039751166,0.016871553,0.0033477852,0.00006516058,0.9739948,0.00048085777],"about_ca_topic_score_codex":0.000032651024,"about_ca_topic_score_gemma":0.00083177764,"teacher_disagreement_score":0.9845236,"about_ca_system_score_codex":0.0001380135,"about_ca_system_score_gemma":0.00003958332,"threshold_uncertainty_score":0.9942479},"labels":[],"label_agreement":null},{"id":"W7062385538","doi":"","title":"Three Essays on Health and Health Behaviours of Immigrants","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Health care; Logistic regression; Medical prescription; Health insurance; Language proficiency","score_opus":0.020123169720380637,"score_gpt":0.2631445198773808,"score_spread":0.24302135015700016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062385538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035600424,0.0004781665,0.00017060815,0.0012533152,0.00020257776,0.0007497181,0.00020937907,0.00002054948,0.9613153],"genre_scores_gemma":[0.02905019,0.00015498637,0.00028481524,0.0001373549,0.000079250865,0.0000034004813,0.0017510155,0.000045025612,0.96849394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857,0.000079506746,0.00025588096,0.00042195793,0.00034207056,0.00033055857],"domain_scores_gemma":[0.9990286,0.000032539527,0.0003144979,0.00027535617,0.000100191566,0.00024880984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114147704,0.00024191623,0.0004560455,0.00018546767,0.00014932505,0.000033575623,0.00023194069,0.00007544995,0.41954574],"category_scores_gemma":[0.0000016259478,0.00027329812,0.000114183276,0.0003172392,0.000037162634,0.000020451027,0.00009187666,0.0003244304,0.00000844842],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008245262,0.0001626542,0.008675681,0.00022943356,0.00006307736,0.000008505714,0.0005746956,7.8494287e-7,0.000019317744,0.004599336,0.0052983984,0.98028564],"study_design_scores_gemma":[0.0085080825,0.0034555178,0.15854356,0.004259581,0.00023902085,0.0000018344773,0.121575646,0.00021086882,0.0008651075,0.00066594814,0.699835,0.0018398305],"about_ca_topic_score_codex":0.02489312,"about_ca_topic_score_gemma":0.026366703,"teacher_disagreement_score":0.9784458,"about_ca_system_score_codex":0.000033219294,"about_ca_system_score_gemma":0.0006679234,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W7062387196","doi":"","title":"Transition Experiences of Caregivers of Older Adults with Dementia and Multiple Chronic Conditions: An Interpretive Description","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Population; Quality of life (healthcare); Identification (biology); Loneliness; Social isolation","score_opus":0.006380264109652116,"score_gpt":0.22427606279477133,"score_spread":0.2178957986851192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062387196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96687144,0.00017164476,0.0024313638,0.0000050166304,0.00005213779,0.00043681095,0.0001327313,0.000011670717,0.029887188],"genre_scores_gemma":[0.988095,0.000026868564,0.000046654328,9.859189e-7,0.000021969305,0.0000063753537,0.0003762461,0.000017196257,0.011408726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990634,0.00007956505,0.00015075548,0.00031427835,0.00018083141,0.00021117303],"domain_scores_gemma":[0.99937147,0.000027085976,0.00020344665,0.00013346762,0.00019053575,0.00007401471],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031723906,0.00019160328,0.0002468531,0.00016536354,0.0000895054,0.000018240808,0.0001673663,0.000087329965,0.020468848],"category_scores_gemma":[9.876394e-7,0.00017231905,0.00007416899,0.00016230198,0.00013145233,0.00038892133,0.000018131235,0.00013924544,0.0000017677838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007964827,0.0010653256,0.012810891,0.0021007007,0.0026765312,0.000019794648,0.5480387,0.000108980996,0.04181063,0.009311302,0.00013939478,0.3739529],"study_design_scores_gemma":[0.005981222,0.0019412645,0.004044876,0.0034174256,0.00046671147,0.0000010977728,0.92580813,0.0007972931,0.055732932,0.000117386444,0.0010258382,0.00066579983],"about_ca_topic_score_codex":0.00048731398,"about_ca_topic_score_gemma":0.0006793513,"teacher_disagreement_score":0.37776944,"about_ca_system_score_codex":0.0000886896,"about_ca_system_score_gemma":0.00018404679,"threshold_uncertainty_score":0.98042655},"labels":[],"label_agreement":null},{"id":"W7062443355","doi":"","title":"Theoretical Study of Inhomogeneous Polymeric Systems","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; European Commission; Natural Sciences and Engineering Research Council of Canada; National Synchrotron Radiation Research Center; National Science Council; National Science Foundation","keywords":"Electric field; Amphiphile; Lamellar structure; Copolymer; Bilayer; Membrane; Polymer; Thin film","score_opus":0.007486566865811041,"score_gpt":0.2026681276814437,"score_spread":0.19518156081563268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062443355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5932178,0.000033618137,0.000034779066,0.0000013034821,0.0002852058,0.00020656816,0.000019997877,0.0000162001,0.40618452],"genre_scores_gemma":[0.7865091,0.0000021983024,0.000005369071,9.789337e-7,0.00008505842,0.0000020631567,0.000032278236,0.000019025505,0.2133439],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99901485,0.00007181763,0.00021306908,0.00026690442,0.00020093033,0.00023240095],"domain_scores_gemma":[0.99941915,0.000031473857,0.00020506211,0.00020408939,0.00006517638,0.00007503136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041912066,0.00022629603,0.00031920543,0.00010762285,0.00008990176,0.000022976294,0.00028672736,0.000079286154,0.071738325],"category_scores_gemma":[8.976379e-7,0.00019945021,0.00008066613,0.0002526265,0.000044341894,0.00009040541,0.000045769717,0.0001247323,0.000079368954],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010865937,0.00095219014,0.15815945,0.00024635653,0.0012306441,0.00007172627,0.0058991057,0.000038299426,0.0050949976,0.043107413,0.00014407914,0.78396916],"study_design_scores_gemma":[0.040203966,0.0065632774,0.15736018,0.00430051,0.004846513,0.000017367393,0.3586872,0.0027333354,0.18335165,0.002869982,0.2274253,0.011640732],"about_ca_topic_score_codex":0.00014125755,"about_ca_topic_score_gemma":0.000023932631,"teacher_disagreement_score":0.77232844,"about_ca_system_score_codex":0.000031261316,"about_ca_system_score_gemma":0.00007102204,"threshold_uncertainty_score":0.9291102},"labels":[],"label_agreement":null},{"id":"W7062477308","doi":"","title":"Uncovering Impact: Bibliometric Approaches to Assessing Library Collections","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.050034517439323675,"score_gpt":0.2472954975809778,"score_spread":0.1972609801416541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062477308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000075050426,0.000030937437,0.0015360425,0.00016229572,0.00018416806,0.0005421056,0.00017475252,0.00046789905,0.99682677],"genre_scores_gemma":[0.00038451876,0.000013333123,0.00075592013,0.000013327612,0.0002877089,0.0000058423575,0.00003836605,0.0004266367,0.99807435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998515,0.00006966014,0.00014735224,0.0004903664,0.00032786373,0.0004497534],"domain_scores_gemma":[0.99915344,0.000096125776,0.00011439221,0.00034541756,0.000017477061,0.000273124],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.000058106772,0.00031193116,0.0003085416,0.01895381,0.00018308203,0.00046518684,0.00047059957,0.00012016584,0.9530239],"category_scores_gemma":[0.0000055856385,0.0003328427,0.00018494231,0.053756226,0.000037960057,0.000108263324,0.0006802522,0.0002843463,0.0006214096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007609245,0.00004787421,0.0042057987,0.000028703462,0.00013310528,0.000016743752,0.000018784875,0.000052108677,0.0000072688113,0.00021046806,0.4850214,0.51025015],"study_design_scores_gemma":[0.00038925564,0.000051266627,0.0013533784,0.00012681844,0.000046248504,2.9257592e-7,0.0006790063,0.000104423,0.000021897893,0.000020067533,0.9968757,0.00033161842],"about_ca_topic_score_codex":0.003812431,"about_ca_topic_score_gemma":0.00044595756,"teacher_disagreement_score":0.95240253,"about_ca_system_score_codex":0.000044747714,"about_ca_system_score_gemma":0.00023459127,"threshold_uncertainty_score":0.9999124},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7062484381","doi":"","title":"Time Resolved Flourescence and Diffuse Reflectance Measurements for Lung Squamous Carcinoma Tumor Margins","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Proteogenomics; TSG101; Fusible alloy; Liquation; Gestational period; Articular cartilage damage; Hyporeflexia","score_opus":0.01762973162367156,"score_gpt":0.21870964691163453,"score_spread":0.20107991528796296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062484381","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69162875,0.0052619986,0.028274937,0.00015270276,0.004954895,0.005857184,0.000723174,0.010097152,0.25304922],"genre_scores_gemma":[0.19314554,0.00016699899,0.006539067,0.000030814226,0.00014940336,0.00004044711,0.0006042303,0.00035256453,0.79897094],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864686,0.00002396911,0.00021227892,0.0004917526,0.00021982809,0.00040532005],"domain_scores_gemma":[0.99931246,0.000060507315,0.00010130616,0.00033007472,0.000111337096,0.00008428478],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005227975,0.0004006615,0.00035736777,0.00027371646,0.0001688383,0.00005334848,0.0003864912,0.00027028637,0.0009657432],"category_scores_gemma":[0.00004781477,0.00049784157,0.000087320106,0.00044409363,0.000048497677,0.00019689702,0.000061326966,0.0002846854,0.000031494823],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032957802,0.0003724173,0.005098543,0.01202793,0.0017041909,0.0010033096,0.011672121,0.036462974,0.46735898,0.0014534397,0.081597246,0.37795308],"study_design_scores_gemma":[0.01987029,0.0008305102,0.009583532,0.0024871402,0.0018705691,0.000033692435,0.0298033,0.25498694,0.23305687,0.00090912165,0.4368048,0.009763247],"about_ca_topic_score_codex":0.000010501776,"about_ca_topic_score_gemma":0.0006270244,"teacher_disagreement_score":0.54592174,"about_ca_system_score_codex":0.00031853424,"about_ca_system_score_gemma":0.000041301475,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W7062495304","doi":"","title":"Temperate Phage-Antibiotic Synergy","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Lytic cycle; Phage therapy; Antibiotic resistance; Temperate climate; Antibiotics; Bacteriophage; Temperateness; Antimicrobial","score_opus":0.008720459711922588,"score_gpt":0.22187566174711315,"score_spread":0.21315520203519056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062495304","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012573111,0.0001238309,0.000037243568,0.000116712814,0.0006304287,0.00034142,0.000056093693,0.00008232504,0.98603886],"genre_scores_gemma":[0.054476067,0.000015576981,0.00005480252,0.000015171977,0.0002030463,0.0000015223778,0.00055815,0.000048033442,0.94462764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983748,0.0000726975,0.00020869618,0.0005943799,0.0003448467,0.0004045374],"domain_scores_gemma":[0.9992878,0.00003435042,0.00009828529,0.0003171615,0.00010911366,0.00015328599],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000062906176,0.00036684622,0.00032076842,0.0002933402,0.00014465848,0.00019815058,0.0004752122,0.0001459713,0.94149834],"category_scores_gemma":[0.000002179483,0.00038965608,0.00022459465,0.00060491374,0.000038017173,0.000043445514,0.00015993314,0.0005052218,0.0017272386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070158814,0.000088646455,0.00036082268,0.00029351327,0.00029240517,0.00012312862,0.0003073031,0.000005983656,0.0017872275,0.009208923,0.018610252,0.9688516],"study_design_scores_gemma":[0.0004970528,0.00006236745,0.0003862308,0.00025744992,0.00021691913,4.3519842e-7,0.0060468772,0.00026998305,0.0019510348,0.00008245356,0.9898007,0.00042850326],"about_ca_topic_score_codex":0.0014368593,"about_ca_topic_score_gemma":0.0008271655,"teacher_disagreement_score":0.97119045,"about_ca_system_score_codex":0.000030280375,"about_ca_system_score_gemma":0.00023025654,"threshold_uncertainty_score":0.9998555},"labels":[],"label_agreement":null},{"id":"W7062549593","doi":"","title":"Trajets Migratoires Pendulaires Centre-Est Europeens vers la France. Le Cas Roumain (1989-1999)","year":2000,"lang":"fr","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gratitude; Treaty; Derogation; Solidarity","score_opus":0.008005406645685059,"score_gpt":0.20817306136121683,"score_spread":0.20016765471553177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062549593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12112329,0.00045815113,0.00010594071,0.0012029555,0.00044624697,0.00090058293,0.00036141995,0.00007575104,0.8753257],"genre_scores_gemma":[0.098102644,0.00019358085,0.00017631642,0.000049291164,0.00023570193,0.0000040931127,0.0009860117,0.00009319033,0.9001592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958576,0.0006793151,0.0005142069,0.0011528382,0.0007235076,0.0010725622],"domain_scores_gemma":[0.99808997,0.00025516673,0.00031914632,0.00061549805,0.00020898902,0.0005112022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014702507,0.00086808135,0.0007130139,0.00036452324,0.0007263925,0.0003328482,0.0010601996,0.00038264142,0.80071414],"category_scores_gemma":[0.000010662064,0.0010630827,0.0005004009,0.00095480366,0.0003165695,0.0001772112,0.00022105737,0.0009962316,0.001640603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006253393,0.00068851013,0.008308287,0.0002964467,0.00038650128,0.0007772626,0.0045673107,0.00037241395,0.0011499263,0.0062290733,0.011990879,0.9646081],"study_design_scores_gemma":[0.0028341874,0.00015667976,0.012392241,0.0004356387,0.0002489599,0.0000031108102,0.0198334,0.0006491356,0.0009197751,0.000021486288,0.96159893,0.00090644934],"about_ca_topic_score_codex":0.036145855,"about_ca_topic_score_gemma":0.03110735,"teacher_disagreement_score":0.9637016,"about_ca_system_score_codex":0.00011980199,"about_ca_system_score_gemma":0.0011426329,"threshold_uncertainty_score":0.9991819},"labels":[],"label_agreement":null},{"id":"W7062612758","doi":"","title":"Use of Radar Estimated Precipitation for Flood Forecasting","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood forecasting; Radar; Precipitation; Flood myth; Nucleofection; Quantitative precipitation forecast","score_opus":0.045780075584662294,"score_gpt":0.2500801115360959,"score_spread":0.2043000359514336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062612758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03345544,0.000021319542,0.0073598195,0.000116720716,0.00027406262,0.00183257,0.00038370033,0.000055690514,0.95650065],"genre_scores_gemma":[0.027042,0.000003830309,0.013997138,0.0000096558615,0.00011049028,0.000011048778,0.003124937,0.00005108168,0.9556498],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988993,0.00004804048,0.00024883475,0.00034165705,0.00023233223,0.00022986418],"domain_scores_gemma":[0.9990137,0.0001755333,0.0002884268,0.00015625377,0.00027126144,0.00009480172],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044224555,0.00022308009,0.00030088666,0.00014384706,0.00009857416,0.000055688255,0.00024010822,0.00009462777,0.3791622],"category_scores_gemma":[0.000026921609,0.0002625521,0.00016752147,0.00035782275,0.00002290433,0.00007463982,0.00006583074,0.00017193508,0.0000122718075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000405614,0.000083530686,0.0010427503,0.0003627003,0.00016906453,0.000004215615,0.00049186236,0.00003177336,0.0019787918,0.002439796,0.002484136,0.99050575],"study_design_scores_gemma":[0.0025612684,0.0004594345,0.0022740145,0.00051841716,0.0005175234,2.1280847e-7,0.005695212,0.026202558,0.010716572,0.00020090962,0.9502064,0.00064745184],"about_ca_topic_score_codex":0.0004892941,"about_ca_topic_score_gemma":0.00024233673,"teacher_disagreement_score":0.9898583,"about_ca_system_score_codex":0.000014900709,"about_ca_system_score_gemma":0.00015808102,"threshold_uncertainty_score":0.99998266},"labels":[],"label_agreement":null},{"id":"W7062642186","doi":"","title":"Uncertainty Analysis in Modelling for CANDU and Pressurized Water Reactors","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Neutron transport; Nuclear power; Nuclear data; Uncertainty analysis; Nuclear power plant; Work (physics); Uncertainty quantification","score_opus":0.017054623938138086,"score_gpt":0.21676322530690284,"score_spread":0.19970860136876475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062642186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96561384,0.000013714518,0.00062559044,0.000008467026,0.00014098013,0.00028550852,0.000051732837,0.000045212735,0.03321497],"genre_scores_gemma":[0.71692157,0.000008602283,0.00010223179,0.0000022509448,0.00004165025,0.0000060713464,0.0006945166,0.000026185067,0.28219694],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911803,0.000024141682,0.00016014864,0.0003181282,0.00009224553,0.00028733135],"domain_scores_gemma":[0.99967384,0.00004005943,0.000072594936,0.0001063691,0.000047007747,0.00006015392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007693683,0.00019722375,0.00031955173,0.00028213087,0.000092807066,0.00004682949,0.00012833062,0.00009343035,0.0042690537],"category_scores_gemma":[7.3426776e-7,0.000184038,0.00012108705,0.00044759904,0.0000128494075,0.00013804772,0.000030213123,0.00013759249,0.000012903133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038852291,0.00022695852,0.46025226,0.0009220955,0.0075642876,0.00005068161,0.031732816,0.13908967,0.0033546502,0.0015691394,0.00045187917,0.35090032],"study_design_scores_gemma":[0.010587292,0.00014980552,0.041668173,0.0004984674,0.0051765107,2.1714789e-7,0.022639759,0.53274804,0.018429387,0.0016654042,0.3630669,0.00337002],"about_ca_topic_score_codex":0.0016726706,"about_ca_topic_score_gemma":0.002694693,"teacher_disagreement_score":0.4185841,"about_ca_system_score_codex":0.00004050481,"about_ca_system_score_gemma":0.000035896777,"threshold_uncertainty_score":0.99664116},"labels":[],"label_agreement":null},{"id":"W7062802758","doi":"","title":"Weaving Wellness: Transforming Primary Health Care for Métis in Alberta","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weaving; Primary care; Health care; Primary health care; Public health; MEDLINE; Context (archaeology)","score_opus":0.007174910213534601,"score_gpt":0.1799349189004952,"score_spread":0.1727600086869606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062802758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08459287,0.0005650744,0.020686261,0.0006183103,0.0012106139,0.0013296221,0.000106901796,0.0016895445,0.8892008],"genre_scores_gemma":[0.9769111,0.00017135554,0.0006198624,0.00006735218,0.00011432208,0.0000047254775,0.00008808895,0.00014812459,0.021875065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919796,0.0000082839115,0.000119899545,0.00017433579,0.00007646589,0.00042303136],"domain_scores_gemma":[0.9997346,0.000045577297,0.0000149393045,0.000115038834,0.000009735183,0.000080129714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044902194,0.00015170535,0.00020515468,0.00016357226,0.00007738498,0.000023750079,0.0001578176,0.000057738074,0.00047173814],"category_scores_gemma":[0.0000017225473,0.00019197162,0.00007041123,0.0006093316,0.000009683135,0.00022062109,0.000037692433,0.00012804863,0.000029368997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024831217,0.0000139575095,0.00037096353,0.0013109437,0.000053562766,0.000032293447,0.005121769,0.036442976,0.0017360221,0.005008435,0.0012830098,0.94860125],"study_design_scores_gemma":[0.0006963492,0.000029912344,0.00055943767,0.00012358688,0.000009201676,0.0000011630339,0.0020990293,0.010472137,0.00026490938,0.000030381416,0.9854333,0.00028059242],"about_ca_topic_score_codex":0.00030524514,"about_ca_topic_score_gemma":0.0010569594,"teacher_disagreement_score":0.9841503,"about_ca_system_score_codex":0.00030898955,"about_ca_system_score_gemma":0.00002455705,"threshold_uncertainty_score":0.7828375},"labels":[],"label_agreement":null},{"id":"W7062822365","doi":"","title":"Vitamin D and Respiratory Tract Infections (RTIs): The Impact of Vitamin D on the Risk and Severity of Upper RTIs and the Role of Vitamin D in Influenza Vaccine Immunogenicity in Children","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vitamin D and neurology; Seroconversion; Influenza vaccine; Respiratory tract infections; vitamin D deficiency; Immunogenicity; Incidence (geometry); Vaccination; Prospective cohort study","score_opus":0.00626611247422989,"score_gpt":0.23846517657402017,"score_spread":0.23219906409979027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062822365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915776,0.0006438908,0.0000045452607,0.000015338544,0.000011472755,0.00070762145,0.00014613803,0.0000031994705,0.006890166],"genre_scores_gemma":[0.9988076,0.00013550931,0.000002998263,0.0000047925723,0.000016358668,0.000006605119,0.000021349464,0.00001877944,0.0009859698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983572,0.0005731594,0.00033438596,0.00025467513,0.00017739282,0.00030321337],"domain_scores_gemma":[0.99882,0.0003594077,0.00037266433,0.00032150795,0.00007245777,0.000053930853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052792806,0.00026879492,0.000461391,0.00022318511,0.00014141708,0.00002557389,0.0002809543,0.00014256811,0.0011753388],"category_scores_gemma":[0.0000196934,0.00016700695,0.00016361849,0.00048573109,0.00018182311,0.00016563154,0.00013240613,0.00078268687,8.558106e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064153096,0.0003145746,0.9479687,0.000023854556,0.00026457864,2.2956543e-7,0.0014835146,0.000039234197,0.0014072043,0.0021489495,0.0000071359786,0.04570047],"study_design_scores_gemma":[0.0027837437,0.00025693668,0.9910748,0.0000825464,0.00011387697,8.221434e-7,0.0029257329,0.00011643076,0.0019628897,0.00026904806,0.0002621193,0.00015104345],"about_ca_topic_score_codex":0.012586337,"about_ca_topic_score_gemma":0.0020540967,"teacher_disagreement_score":0.045549426,"about_ca_system_score_codex":0.00007555167,"about_ca_system_score_gemma":0.0001270549,"threshold_uncertainty_score":0.99973774},"labels":[],"label_agreement":null},{"id":"W7062845958","doi":"","title":"UNCOVERING THE LOCAL SOCIAL RELATIONS OF UNPAID OVERTIME WORK OF SOCIAL WORKERS IN NON-PROFIT SOCIAL SERVICE ORGANIZATIONS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overtime; Social work; Unpaid work; Service (business); Work (physics); Social relation; Social organization","score_opus":0.006571824057759673,"score_gpt":0.21436310369400377,"score_spread":0.2077912796362441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062845958","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23698327,0.0000070309775,0.0007377224,0.0005707138,0.00015789755,0.0006746178,0.00009843347,0.000014140148,0.7607562],"genre_scores_gemma":[0.6383219,5.056959e-7,0.000033066033,0.000011720795,0.00008884503,0.0000027179449,0.00035626924,0.00002750319,0.3611575],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985443,0.00012370851,0.00035791777,0.00028724092,0.0004044309,0.0002824316],"domain_scores_gemma":[0.99897796,0.000093207746,0.00037975327,0.00015276799,0.00036278498,0.000033501034],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010280422,0.00023596633,0.0003792039,0.00019753631,0.00030080328,0.000029205594,0.0004932005,0.00021349316,0.39187476],"category_scores_gemma":[0.0000042310867,0.00024999742,0.0001594789,0.00214071,0.00008822879,0.000059507936,0.00019070652,0.0004609463,0.000069812995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013907414,0.0005342463,0.25721946,0.0009680666,0.0010850908,0.0000094812585,0.04963154,0.0020520235,0.0018631198,0.016510833,0.014203894,0.6545315],"study_design_scores_gemma":[0.005486555,0.00011003417,0.5807768,0.00049295294,0.0007068652,1.2559462e-7,0.31647024,0.0012128316,0.0008369277,0.00025955707,0.09243445,0.0012126232],"about_ca_topic_score_codex":0.002855064,"about_ca_topic_score_gemma":0.0021867373,"teacher_disagreement_score":0.6533189,"about_ca_system_score_codex":0.00007599403,"about_ca_system_score_gemma":0.0005063727,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W7062955259","doi":"","title":"What have we learned? Navigating the climate change research landscape in Nunavut (2004-2021)","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Government (linguistics); Preparedness; Indigenous; Livelihood; Circumpolar star; Political economy of climate change; Effects of global warming","score_opus":0.03787692414551832,"score_gpt":0.279650398063857,"score_spread":0.24177347391833867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062955259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68825567,0.014021318,0.000007933605,0.0006760022,0.0027062125,0.00089903106,0.000046491554,0.0003158589,0.29307148],"genre_scores_gemma":[0.7175165,0.019661305,0.00006912338,0.000047847883,0.0007732569,0.000032085707,0.0003536151,0.00027868827,0.2612676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982451,0.00011341959,0.0002175599,0.00040535248,0.00034353827,0.0006750374],"domain_scores_gemma":[0.9993919,0.0000950721,0.000042969932,0.00030500788,0.0000733306,0.000091729926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030800918,0.00030099126,0.00027211593,0.00022180339,0.00017837578,0.00045715945,0.00047429983,0.00032397697,0.0060422104],"category_scores_gemma":[0.000008158797,0.00027583042,0.00010482778,0.0010822718,0.000040391944,0.0005966542,0.00013820057,0.0017106865,0.00027426638],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001024989,0.00004731498,0.0035663848,0.0011940389,0.000119440745,0.0007240546,0.017357906,0.002773208,0.00032214445,0.00078806625,0.00081364275,0.9721913],"study_design_scores_gemma":[0.0016953847,0.00019100292,0.0033966142,0.011984245,0.00026804296,0.000017180653,0.33640176,0.28905672,0.0011249847,0.001047343,0.35285258,0.001964108],"about_ca_topic_score_codex":0.00016813817,"about_ca_topic_score_gemma":0.01141142,"teacher_disagreement_score":0.9702272,"about_ca_system_score_codex":0.00025740708,"about_ca_system_score_gemma":0.00004179612,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W7063948886","doi":"","title":"ANALYZING HEALTHCARE PROVIDERS’ PERSPECTIVES ON HEALTHY ACTIVE LIVING PROMOTION AMONG NEWCOMER FAMILIES","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health promotion; Health care; Resource (disambiguation); Promotion (chess); Focus group; Limiting; Commission","score_opus":0.015784569633995122,"score_gpt":0.2587682512736906,"score_spread":0.24298368163969544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063948886","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18655553,0.00015713867,0.00007814876,0.00080707646,0.00035571225,0.001210654,0.00006247501,0.000113202965,0.81066006],"genre_scores_gemma":[0.340078,0.000050303064,0.000049560564,0.000013357744,0.00021098768,0.000014881359,0.0002478622,0.000053402764,0.6592817],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975603,0.00023292427,0.00027317047,0.0009368319,0.00046227005,0.00053449237],"domain_scores_gemma":[0.99884,0.00012384893,0.00023966079,0.00033502016,0.00024381986,0.00021770442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011500614,0.0004654547,0.00042211096,0.00067982625,0.0003475318,0.00021302022,0.0003689473,0.00018474413,0.41507548],"category_scores_gemma":[0.000012138193,0.00050112384,0.00026263372,0.0008684201,0.00007178982,0.00013681775,0.00014790168,0.0009820007,0.00015632568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028715204,0.0002726216,0.005156016,0.00068258896,0.00032468094,0.000031926167,0.020226402,0.00001066406,0.0000994425,0.004350473,0.0014220658,0.96713597],"study_design_scores_gemma":[0.0009776147,0.0012165956,0.03220791,0.0028857256,0.0003610891,4.7587181e-7,0.84481364,0.000691669,0.00031093103,0.0001719276,0.115112804,0.0012495933],"about_ca_topic_score_codex":0.009387234,"about_ca_topic_score_gemma":0.0065299403,"teacher_disagreement_score":0.96588635,"about_ca_system_score_codex":0.00020515846,"about_ca_system_score_gemma":0.00040609532,"threshold_uncertainty_score":0.99974406},"labels":[],"label_agreement":null},{"id":"W7063991952","doi":"","title":"\"Always There\": How Young Mothers Make Meaning of the Concept of Support Within the Context of Service Provision","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Paternalism; Reflexivity; Autonomy; Vulnerability (computing); Context (archaeology); Meaning (existential); Praxis; Service provider","score_opus":0.012819057386036645,"score_gpt":0.21816897178128877,"score_spread":0.20534991439525213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063991952","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13937259,0.000023892382,0.00004710404,0.0005904736,0.00036122638,0.0012681074,0.00020676726,0.000019746063,0.8581101],"genre_scores_gemma":[0.51591724,0.000001834831,0.000020314947,0.0000155854,0.000021209022,0.000002171585,0.00007615568,0.00002474805,0.48392075],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984534,0.00017600262,0.00031548797,0.00027909025,0.0005670395,0.00020898198],"domain_scores_gemma":[0.9981561,0.00012090961,0.0007895078,0.0004900484,0.00039913846,0.00004433643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018753795,0.00023887264,0.0003699715,0.00009792424,0.00010860465,0.000025706535,0.000931583,0.00010617714,0.1637384],"category_scores_gemma":[0.000010008545,0.00016781013,0.0002223224,0.0006830879,0.00013623555,0.000030121442,0.00024305303,0.000316186,0.000007178795],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050022855,0.00022972187,0.015011473,0.0009959755,0.00086537213,0.000008298653,0.04808501,0.00012504125,0.0147209065,0.025340037,0.0033659139,0.890752],"study_design_scores_gemma":[0.002978761,0.00034864442,0.012315267,0.0012056744,0.0005658838,5.318487e-7,0.85001683,0.0011467035,0.06479076,0.0002468748,0.0657922,0.0005918776],"about_ca_topic_score_codex":0.0053767287,"about_ca_topic_score_gemma":0.007970119,"teacher_disagreement_score":0.89016014,"about_ca_system_score_codex":0.000015433983,"about_ca_system_score_gemma":0.00031775289,"threshold_uncertainty_score":0.83702606},"labels":[],"label_agreement":null},{"id":"W7064017898","doi":"","title":"ADVANCED MICROSTRUCTURAL CHARACTERIZATION OF HIGH STRENGTH LOW ALLOY STEELS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Microstructure; Precipitation; Nucleation; High-strength low-alloy steel; Bainite; Misorientation; Alloy; Softening; Microalloyed steel","score_opus":0.006084782978017432,"score_gpt":0.20943071851991238,"score_spread":0.20334593554189495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064017898","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76202667,0.000003470649,0.000023735345,0.000031928117,0.00041517822,0.00045709475,0.00034392154,0.00004324851,0.23665477],"genre_scores_gemma":[0.17058021,0.000011146267,0.00008842644,0.0000042598217,0.00007708393,0.0000028169238,0.0044507203,0.000035970643,0.82474935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986355,0.00006205325,0.0002742328,0.000406938,0.00032071598,0.00030057278],"domain_scores_gemma":[0.9990657,0.000039896084,0.00033109364,0.0002757576,0.00019641696,0.00009113262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037189147,0.00028639467,0.00035984538,0.00022808161,0.0000908544,0.000044203225,0.00040378992,0.00012255121,0.6643425],"category_scores_gemma":[0.0000032334376,0.00032500026,0.00014273623,0.0005264139,0.000038255606,0.0000649012,0.00012083777,0.00025239505,0.00008433589],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020111492,0.000055351247,0.0006075399,0.00020718173,0.00011864679,0.000009681208,0.0003520819,0.000009597742,0.12539369,0.0007721953,0.00018113825,0.87209177],"study_design_scores_gemma":[0.0065829502,0.00046373822,0.17460492,0.0011380729,0.00043024443,5.0609714e-7,0.020209687,0.0003481058,0.18994169,0.00016278861,0.604263,0.0018542896],"about_ca_topic_score_codex":0.0008700147,"about_ca_topic_score_gemma":0.0004514025,"teacher_disagreement_score":0.87023747,"about_ca_system_score_codex":0.000021836728,"about_ca_system_score_gemma":0.00012254142,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W7064147311","doi":"","title":"Altmetric Top 10: A Novel Approach to Marketing Research Impact Services","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Marketing research; Health services; Public health; Association (psychology)","score_opus":0.03113533581785828,"score_gpt":0.27604193409633987,"score_spread":0.2449065982784816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064147311","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000121346544,0.00013756176,0.0010036298,0.000111029665,0.00006868368,0.00086685695,0.00014335445,0.000060254664,0.9974873],"genre_scores_gemma":[0.0005731272,0.000011299925,0.0018313364,0.000024762157,0.0003903232,0.000008641485,0.00017984076,0.00018413876,0.99679655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666595,0.00038750804,0.00019568253,0.00091308315,0.0008787035,0.0009590844],"domain_scores_gemma":[0.99835294,0.00018867858,0.00012010028,0.00069871254,0.00024307278,0.00039650543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006196092,0.00040199538,0.00044695183,0.0013849115,0.00017462358,0.00023016098,0.0010586112,0.00018952669,0.9824863],"category_scores_gemma":[0.000015933545,0.0004153008,0.0002279363,0.0035124933,0.0000675328,0.000025350157,0.0014661242,0.0006553378,0.00046272192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011058935,0.0004140902,0.002053844,0.00039829648,0.00033750877,0.000025018102,0.00013153606,0.000010494515,0.00016428255,0.00081199803,0.3075296,0.6880127],"study_design_scores_gemma":[0.00077774137,0.00006835644,0.0006690285,0.00028347495,0.000034845467,7.7884505e-7,0.003280461,0.00029979533,0.000013287398,0.0000031245086,0.99418336,0.00038577092],"about_ca_topic_score_codex":0.012607163,"about_ca_topic_score_gemma":0.0005285047,"teacher_disagreement_score":0.9820236,"about_ca_system_score_codex":0.00009130677,"about_ca_system_score_gemma":0.00035026457,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W7064159377","doi":"","title":"Analysis of nitrogen controls on carbon and water exchanges in a conifer forest using CLASS-CTEMᴺ⁺ model","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Ministry of Environment","keywords":"Eddy covariance; Ecosystem respiration; Evapotranspiration; Photosynthesis; Carbon cycle; Ecosystem; Primary production; Nitrogen cycle; Stomatal conductance; Nitrogen","score_opus":0.015530304801849398,"score_gpt":0.23295523005098107,"score_spread":0.21742492524913168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064159377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6003303,0.000022355543,0.000037321086,0.000029418097,0.0000145967515,0.00029731562,0.00005441335,0.000005452446,0.39920887],"genre_scores_gemma":[0.8294561,0.000006944463,0.000048767946,0.000014364792,0.000021394479,0.0000023513771,0.00040425986,0.000015703901,0.17003013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987279,0.00007548751,0.0002357137,0.00038520212,0.000270817,0.00030486527],"domain_scores_gemma":[0.9994249,0.0000392077,0.00013333798,0.0002149369,0.00010651623,0.00008114885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008251539,0.00025833643,0.0005506529,0.00077176053,0.000045487162,0.00003609658,0.00019138373,0.00013192477,0.08718201],"category_scores_gemma":[0.000001646008,0.00024278027,0.00015731037,0.00046579167,0.000035380675,0.000027282587,0.00006236547,0.00022538812,0.0000014087545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021463255,0.0006361561,0.15991469,0.00031796735,0.0032077585,0.000082978884,0.002167022,0.01315976,0.01715788,0.0045168577,0.00009270179,0.7965999],"study_design_scores_gemma":[0.009649847,0.00077844213,0.042994853,0.0006560864,0.006695466,3.8381683e-7,0.014281795,0.8860282,0.006129459,0.0010870193,0.02979594,0.0019025448],"about_ca_topic_score_codex":0.0027123534,"about_ca_topic_score_gemma":0.014073128,"teacher_disagreement_score":0.8728684,"about_ca_system_score_codex":0.000033349406,"about_ca_system_score_gemma":0.00007118139,"threshold_uncertainty_score":0.99002916},"labels":[],"label_agreement":null},{"id":"W7064178372","doi":"","title":"APPLYING DIFFERENT RESEARCH METHODOLOGIES TO ORAL ANTICOAGULANT MANAGEMENT RESEARCH","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Systematic review; Qualitative research; MEDLINE; Harm; Research design; Clinical trial; Focus group; Patient safety","score_opus":0.13219074489171864,"score_gpt":0.3753075535189709,"score_spread":0.24311680862725224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064178372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01576273,0.00008212289,0.0009319611,0.00033354686,0.000335645,0.0026951581,0.000034385743,0.000053374788,0.9797711],"genre_scores_gemma":[0.008151397,0.000060079994,0.003943222,0.000016202326,0.00016479974,0.00014836842,0.0004298337,0.000055320157,0.9870308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934004,0.00185207,0.00034596954,0.0011790827,0.001923516,0.0012989577],"domain_scores_gemma":[0.9972781,0.00061790925,0.00008709106,0.0008362528,0.0008293922,0.00035124645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015812208,0.00042320346,0.00060106814,0.0013595301,0.0007012034,0.00040079013,0.00134134,0.00019626236,0.7065327],"category_scores_gemma":[0.000041133604,0.00043479213,0.00021565247,0.0022840262,0.00012060893,0.000045341134,0.001707256,0.0015486244,0.00039643058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025221167,0.0001539125,0.00071635045,0.00035609532,0.00028161332,0.0002488733,0.0005639298,0.000008311819,0.0018987424,0.012761259,0.016225114,0.9665336],"study_design_scores_gemma":[0.0007637366,0.00017328921,0.0037149147,0.00045720034,0.00007931976,3.8384877e-7,0.09121074,0.00004919083,0.0032793144,0.0006581774,0.89913714,0.00047661536],"about_ca_topic_score_codex":0.0022529988,"about_ca_topic_score_gemma":0.0018112658,"teacher_disagreement_score":0.96605694,"about_ca_system_score_codex":0.00013914632,"about_ca_system_score_gemma":0.00021282925,"threshold_uncertainty_score":0.9998104},"labels":[],"label_agreement":null},{"id":"W7064278428","doi":"","title":"An Anishinaabe Politics of the International: Odaenuah, Akina, miniwaa Gchi’naaknigewin","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Politics; Treaty; International relations; International law; Decolonization","score_opus":0.010312952698915447,"score_gpt":0.23733802089863879,"score_spread":0.22702506819972335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064278428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10192135,0.000013279858,0.000038856007,0.0002005515,0.0006389121,0.00034264688,0.00017206963,0.000018338009,0.896654],"genre_scores_gemma":[0.088656664,0.0000048003985,0.00024584436,0.000033772256,0.0003156777,0.00000194019,0.00037050384,0.000029074923,0.91034174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840224,0.00010802918,0.0002559776,0.00039711889,0.0005316495,0.00030499048],"domain_scores_gemma":[0.99863553,0.000041605414,0.00030038273,0.0005734545,0.0003307768,0.000118230695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000097262026,0.000261104,0.00025278784,0.00009843154,0.00018270008,0.00009012956,0.0014995784,0.00013357573,0.76196176],"category_scores_gemma":[0.000008615237,0.00024287836,0.00019878309,0.0003401356,0.00010694801,0.00007032296,0.00023601683,0.00030719503,0.00006149716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000184323,0.0005460572,0.015912943,0.00014952474,0.00037825326,0.000014407226,0.001892454,0.0000049773944,0.0033959423,0.025597243,0.031179408,0.9207445],"study_design_scores_gemma":[0.0006291618,0.000118321295,0.008758666,0.00011914345,0.000102918835,2.6933233e-7,0.009209763,0.00018033339,0.0040731006,0.00027748995,0.9762609,0.00026990555],"about_ca_topic_score_codex":0.001691846,"about_ca_topic_score_gemma":0.0013833491,"teacher_disagreement_score":0.94508153,"about_ca_system_score_codex":0.000037189347,"about_ca_system_score_gemma":0.00028646804,"threshold_uncertainty_score":0.9904292},"labels":[],"label_agreement":null},{"id":"W7064332636","doi":"","title":"Applying Bostrom's Reversal Test to check the Principle of Procreative Beneficence's major critiques for the Status Quo Bias","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Status quo; Trait; Test (biology); Duty; Status quo bias; Appeal; Beneficence","score_opus":0.02699083869527783,"score_gpt":0.2796562651808746,"score_spread":0.25266542648559676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064332636","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07393315,0.00011622894,0.001584329,0.001550955,0.00047129102,0.012817131,0.0017464944,0.00012759416,0.90765285],"genre_scores_gemma":[0.034949858,0.000026860595,0.0005150226,0.00003256228,0.00015589298,0.00028268152,0.00045128586,0.000051784024,0.96353406],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982863,0.00007273265,0.00026929076,0.00043256054,0.00041171638,0.0005273909],"domain_scores_gemma":[0.99784034,0.0009895043,0.00023909974,0.00039437631,0.00040705805,0.00012963422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018479381,0.00029378818,0.0003068744,0.00013923642,0.00038247276,0.00010635422,0.00072588987,0.00008532417,0.15842703],"category_scores_gemma":[0.00010974365,0.000219399,0.00019894137,0.00066673395,0.000071360184,0.00004443024,0.0002479148,0.00031464396,0.00004233001],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007795597,0.00024937795,0.014244574,0.0006242971,0.00055223895,0.000007652799,0.0058754534,0.00007964304,0.0021242676,0.0102813,0.008492154,0.9566895],"study_design_scores_gemma":[0.00078293844,0.00028321246,0.008608591,0.00027128294,0.00025669395,1.0016743e-7,0.071453124,0.00033979156,0.0025547417,0.000088862056,0.9150477,0.00031298609],"about_ca_topic_score_codex":0.0033812968,"about_ca_topic_score_gemma":0.0027411997,"teacher_disagreement_score":0.9563765,"about_ca_system_score_codex":0.000047288886,"about_ca_system_score_gemma":0.0003633664,"threshold_uncertainty_score":0.8946831},"labels":[],"label_agreement":null},{"id":"W7064361368","doi":"","title":"BOREAL SHIELD PEATLAND CO2 EXCHANGE: A MULTI-YEAR ANALYSIS AND POST-WILDFIRE RECOVERY ASSESSMENT","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Boreal; Water table; Wetland; Growing season; Hydrology (agriculture); Ecosystem respiration; Climate change; Vegetation (pathology)","score_opus":0.009730594595674892,"score_gpt":0.24229345395901933,"score_spread":0.23256285936334445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064361368","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08556643,0.0001163309,0.0005986041,0.00015713714,0.00013937298,0.00044064687,0.00023608329,0.000028400047,0.912717],"genre_scores_gemma":[0.037831254,0.00009919217,0.00089793705,0.00002725332,0.00010334505,0.0000064099454,0.0047742617,0.00002817107,0.9562322],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998213,0.00015177963,0.00022281829,0.00066739845,0.00038324806,0.0003617702],"domain_scores_gemma":[0.99902,0.000083099934,0.00018245236,0.00035380843,0.0001612255,0.00019940698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009771859,0.00035128617,0.00050223235,0.00043535128,0.00019153966,0.00020865987,0.0002878712,0.00017676216,0.6974562],"category_scores_gemma":[0.0000050172293,0.00039038807,0.0003002462,0.0009317754,0.00003888877,0.00006345997,0.00022100283,0.00044686967,0.000016191978],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017870794,0.0002238964,0.07171048,0.00017031442,0.0017802308,0.00010360899,0.0006199291,0.0000036308465,0.00025136562,0.00024681605,0.0015408652,0.92317015],"study_design_scores_gemma":[0.0039448896,0.00036878444,0.48996273,0.00025558326,0.00363462,9.525655e-7,0.05702033,0.0011566044,0.00022802554,0.0000185251,0.44214848,0.0012604811],"about_ca_topic_score_codex":0.008804163,"about_ca_topic_score_gemma":0.016302092,"teacher_disagreement_score":0.9219097,"about_ca_system_score_codex":0.000039014336,"about_ca_system_score_gemma":0.00026191835,"threshold_uncertainty_score":0.9998548},"labels":[],"label_agreement":null},{"id":"W7064449531","doi":"","title":"An Automatic Method for the Characterization of Lung Airways based on CT Images","year":2009,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Segmentation; Boundary (topology); Set (abstract data type); Object (grammar); Image segmentation; Medical imaging; Identification (biology); Pattern recognition (psychology); Focus (optics)","score_opus":0.008927306028976659,"score_gpt":0.2416665436343858,"score_spread":0.23273923760540915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064449531","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015346037,0.0000052511627,0.1572909,0.0002200768,0.00005060087,0.0008989447,0.00023176284,0.00004739935,0.8412397],"genre_scores_gemma":[0.000619306,0.0000026594669,0.0036514704,0.000053715765,0.00011774765,0.0000061808114,0.00017961599,0.00007723099,0.99529207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990331,0.0001350211,0.00013364978,0.00027970847,0.0002181108,0.00020040438],"domain_scores_gemma":[0.999134,0.00012729423,0.00021700724,0.0004137087,0.000048041118,0.000059941874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011870699,0.00021072413,0.00024803687,0.00019786475,0.00007638707,0.00003978995,0.00043821806,0.000047003774,0.82166904],"category_scores_gemma":[0.000002525236,0.00017604521,0.00012892994,0.00023940444,0.000039647442,0.000020788544,0.000044917353,0.00012256906,0.000014021829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002840556,0.0001247814,0.0001441669,0.00009432771,0.000056425004,0.0000020599991,0.000018477394,0.0000221989,0.0013051934,0.00076945947,0.022065884,0.9753686],"study_design_scores_gemma":[0.00081537635,0.00015978783,0.0006805367,0.00013161852,0.00012420186,5.7770087e-8,0.00012930334,0.07535553,0.0007434047,0.00000819671,0.92166996,0.00018200929],"about_ca_topic_score_codex":0.00040038853,"about_ca_topic_score_gemma":0.000041223408,"teacher_disagreement_score":0.9751866,"about_ca_system_score_codex":0.000013012629,"about_ca_system_score_gemma":0.00008168901,"threshold_uncertainty_score":0.7178916},"labels":[],"label_agreement":null},{"id":"W7064657693","doi":"","title":"Channel governance through brand equity: how brand equity shapes distribution channel structure","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Equity (law); Channel (broadcasting); Distribution (mathematics); Research council; Brand equity","score_opus":0.034485784755045525,"score_gpt":0.2511894414770819,"score_spread":0.21670365672203637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064657693","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03961296,0.0019602163,0.01207173,0.00064232247,0.0030770134,0.001045128,0.009091141,0.0002290645,0.9322704],"genre_scores_gemma":[0.7452592,0.00040252384,0.000050272858,0.00003587391,0.001063586,0.000003160567,0.00152181,0.000053310938,0.25161022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698913,0.000084880456,0.00030730435,0.0008731155,0.00089950085,0.00084607594],"domain_scores_gemma":[0.99849594,0.000041406332,0.0005391222,0.00038382207,0.0003438978,0.00019578548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016447218,0.00066786876,0.0007790495,0.00003453664,0.00042673066,0.0003324289,0.0006781858,0.00035942785,0.034928575],"category_scores_gemma":[0.0000130383305,0.00071476644,0.00033217826,0.0006382099,0.00013164083,0.00083537516,0.0011824805,0.0007130769,0.000032796135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067826494,0.00045182483,0.017284648,0.0021646116,0.0029406743,0.0005146485,0.001982661,0.0007215312,0.001337557,0.0030634524,0.06829505,0.9005651],"study_design_scores_gemma":[0.0018690403,0.000061852246,0.0070673153,0.00054375257,0.0003074444,0.000012614936,0.00052764826,0.0005256866,0.00401503,0.00068675104,0.98317546,0.0012073995],"about_ca_topic_score_codex":0.00039054026,"about_ca_topic_score_gemma":0.000335293,"teacher_disagreement_score":0.9148804,"about_ca_system_score_codex":0.0005533048,"about_ca_system_score_gemma":0.00077374297,"threshold_uncertainty_score":0.9995303},"labels":[],"label_agreement":null},{"id":"W7064782291","doi":"","title":"The Characterization of Baxb, a Splice Variant of the Pro-Apoptotic Bax and Protein","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Moffitt Cancer Center; University of Pennsylvania","keywords":"Transfection; Gene isoform; Alternative splicing; splice; Programmed cell death; Epitope; HEK 293 cells; Transmembrane domain; Transmembrane protein; RNA","score_opus":0.0070870195520958525,"score_gpt":0.19765834453526884,"score_spread":0.190571324983173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064782291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25819847,0.000016574575,0.00010078124,0.0001741391,0.00008743747,0.0012570752,0.00004120771,0.000006073539,0.74011827],"genre_scores_gemma":[0.10057598,0.000015946058,0.000027214417,0.000002985694,0.000036575206,0.0000065324225,0.00007654374,0.000013144706,0.8992451],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999038,0.000108267224,0.00021056924,0.00020999035,0.0002651769,0.00016803452],"domain_scores_gemma":[0.99914634,0.00003965472,0.0003450649,0.00026923846,0.00015925107,0.000040462804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090894224,0.00015759023,0.00018792767,0.00005961224,0.00015668242,0.000027216367,0.0003809102,0.000068029185,0.14656158],"category_scores_gemma":[0.000005741698,0.00011186139,0.00008307074,0.00038356934,0.000077546836,0.000028916511,0.00013569959,0.0001891149,0.0000033861688],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026975374,0.0001584084,0.0016289115,0.0003641711,0.00015871954,0.0000035474113,0.000757122,0.0000011653361,0.07051917,0.014138165,0.00011156969,0.9118893],"study_design_scores_gemma":[0.002245393,0.0003131736,0.049785327,0.0010355775,0.0003866928,0.0000013239188,0.012124099,0.0007982523,0.035184715,0.00039413106,0.8971441,0.0005872595],"about_ca_topic_score_codex":0.0005439655,"about_ca_topic_score_gemma":0.00032066653,"teacher_disagreement_score":0.91130203,"about_ca_system_score_codex":0.000009158582,"about_ca_system_score_gemma":0.00014290753,"threshold_uncertainty_score":0.8542186},"labels":[],"label_agreement":null},{"id":"W7064801351","doi":"","title":"BUILDING BLOCKS OF VICTORY IN OSHAWA 1937: THE LEFT, THE RANK AND FILE, AND THE INTERNATIONAL UNION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"International Association of Heat and Frost Insulators and Allied Workers","keywords":"Solidarity; Victory; Context (archaeology); CONTEST; Industrial relations; Politics; Banner; Restructuring; Democracy; Working class","score_opus":0.007532377221384239,"score_gpt":0.21710353976837818,"score_spread":0.20957116254699393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064801351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08497427,0.00010492678,0.000039361836,0.001708792,0.00024659027,0.0006630098,0.000107750944,0.000011873149,0.9121434],"genre_scores_gemma":[0.12709165,0.00008157245,0.000025394405,0.000029691162,0.00008922262,0.000006204402,0.00015188177,0.000016252188,0.8725081],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999081,0.00015398358,0.00015741626,0.00021100865,0.00025318048,0.00014341307],"domain_scores_gemma":[0.9990977,0.0004927421,0.00013377648,0.00018324767,0.000065903674,0.0000266406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029085082,0.00014330717,0.00016102176,0.000112117064,0.00015028767,0.00006661186,0.00048262335,0.000053023967,0.3144537],"category_scores_gemma":[0.000012943131,0.00008699526,0.00006210187,0.0002360716,0.00015965416,0.00002413205,0.00027836906,0.00033268,0.0000039199663],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035533914,0.00003793356,0.006275208,0.00006931832,0.00022451417,0.000007617884,0.0033483156,0.000025993704,0.00035580757,0.016022762,0.009640231,0.96363693],"study_design_scores_gemma":[0.0028612823,0.00003427484,0.045553397,0.00025681802,0.00010702795,6.944126e-7,0.034705155,0.0017895801,0.00015629575,0.0005742461,0.9137385,0.00022274959],"about_ca_topic_score_codex":0.0030756241,"about_ca_topic_score_gemma":0.0038013323,"teacher_disagreement_score":0.9634142,"about_ca_system_score_codex":0.000010726945,"about_ca_system_score_gemma":0.00006517636,"threshold_uncertainty_score":0.686173},"labels":[],"label_agreement":null},{"id":"W7064806253","doi":"","title":"Closed-Loop Prediction for Robust and Stabilizing Optimization and Control","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Model predictive control; Control (management); Control theory (sociology); Robust control; Controller (irrigation); Optimization problem; Convex optimization; Robust optimization","score_opus":0.013428566779131724,"score_gpt":0.21610235477368606,"score_spread":0.20267378799455432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064806253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042464044,0.00014971325,0.06188703,0.0003316576,0.00066022034,0.003998974,0.00081834156,0.00020801293,0.889482],"genre_scores_gemma":[0.01220677,0.00004683502,0.0012076107,0.000009323173,0.00013734214,0.00001959518,0.0011118047,0.000043898814,0.9852168],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990374,0.000054523993,0.00015481087,0.0003832128,0.00015316115,0.00021693546],"domain_scores_gemma":[0.99940825,0.00013771125,0.000113048576,0.00011558493,0.00013202919,0.00009337511],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010305684,0.00019244589,0.00021242922,0.00016317578,0.00023054915,0.0000953833,0.00009944638,0.0001081642,0.14991872],"category_scores_gemma":[0.000009184523,0.00022258546,0.000055881002,0.00020072602,0.000032293334,0.000053903525,0.00004945111,0.00017932165,0.00000404434],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030687294,0.000046008972,0.0054577813,0.00034325966,0.00016017488,0.000002720855,0.00043514316,0.0015231492,0.00036428543,0.00071909983,0.0012818218,0.9893597],"study_design_scores_gemma":[0.017905464,0.0009611458,0.022940671,0.00073329115,0.0014473172,6.8881116e-7,0.079948224,0.44924855,0.00048078815,0.0002533244,0.4244408,0.0016397267],"about_ca_topic_score_codex":0.000341511,"about_ca_topic_score_gemma":0.00036902606,"teacher_disagreement_score":0.98771995,"about_ca_system_score_codex":0.000015441308,"about_ca_system_score_gemma":0.00006676098,"threshold_uncertainty_score":0.9076772},"labels":[],"label_agreement":null},{"id":"W7064868841","doi":"","title":"Chow-Fraser et al. 2003 Frenchman's Bay","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Ontario Innovation Trust","keywords":"Water quality; Bay; Hydrology (agriculture); Watershed; Turbidity; Surface runoff; Total suspended solids; Sampling (signal processing); Nutrient","score_opus":0.008183616507128698,"score_gpt":0.22074644448245764,"score_spread":0.21256282797532894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064868841","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025611536,0.000022665465,0.0040384172,0.0042356253,0.0001584052,0.00028123145,0.00002403808,0.000039456907,0.988639],"genre_scores_gemma":[0.020279182,0.000006856719,0.00041962453,0.0013901454,0.000023601071,0.0000024223923,0.000026586948,0.000008049657,0.9778435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989436,0.00009345704,0.0001210585,0.00033544537,0.00019394423,0.0003124893],"domain_scores_gemma":[0.99936604,0.000046044115,0.000042991494,0.00030963102,0.00013180629,0.000103504586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009413158,0.000162494,0.00015445214,0.0001566418,0.00012646652,0.000071623246,0.00038138687,0.000035181147,0.9221226],"category_scores_gemma":[0.000005863096,0.00017513873,0.000073626106,0.0009200603,0.00006174099,0.0000593951,0.000350343,0.00022839074,0.00023581708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024360885,0.00009714088,0.022353267,0.000010483356,0.000064760054,0.000014099005,0.00003306171,0.000008941756,0.00020135399,0.02556475,0.32032192,0.6313059],"study_design_scores_gemma":[0.0011386649,0.000029170702,0.004277409,0.000029818792,0.000023374962,5.0861903e-8,0.0007695878,0.0002853728,0.00032698057,0.00010851433,0.9928538,0.00015721837],"about_ca_topic_score_codex":0.0009231367,"about_ca_topic_score_gemma":0.00041799175,"teacher_disagreement_score":0.9218868,"about_ca_system_score_codex":0.000019004416,"about_ca_system_score_gemma":0.00017119061,"threshold_uncertainty_score":0.714195},"labels":[],"label_agreement":null},{"id":"W7064884300","doi":"","title":"Cultivating a Culture of Inquiry-Based Learning at McMaster University - Understanding Instructor Perspectives","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Curriculum; Thematic analysis; Normative; Higher education; Curriculum development; Qualitative research; Commission","score_opus":0.025689586464864127,"score_gpt":0.2112856761358789,"score_spread":0.18559608967101476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064884300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40144092,0.00089056767,0.0014462249,0.000010280361,0.00061271037,0.00046857598,0.000038806713,0.00050985673,0.5945821],"genre_scores_gemma":[0.66412556,0.00006148924,0.00060749345,0.0000034356283,0.00006489107,4.058469e-7,0.00014966942,0.000076065764,0.334911],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983077,0.000110317305,0.00024790302,0.00055929826,0.00038043174,0.00039436843],"domain_scores_gemma":[0.99934214,0.00004815839,0.00015399526,0.00020288926,0.00013060434,0.00012219639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009212327,0.00045917268,0.0004699095,0.00037766024,0.00022268959,0.000045416706,0.00034263678,0.0003864232,0.016682293],"category_scores_gemma":[0.000021686967,0.00055047125,0.00025675652,0.00082847755,0.00009600829,0.00021148041,0.00008172962,0.00079212646,0.00002177349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003307812,0.00046059518,0.0072692847,0.018207578,0.003938382,0.00060580013,0.4813373,0.038583227,0.27343017,0.0065110214,0.004411094,0.16193773],"study_design_scores_gemma":[0.006222498,0.001075226,0.0023692772,0.005571532,0.0017981144,0.000013082093,0.707849,0.018681707,0.024326801,0.00039125874,0.22851872,0.0031827628],"about_ca_topic_score_codex":0.000047827525,"about_ca_topic_score_gemma":0.0007624365,"teacher_disagreement_score":0.2626846,"about_ca_system_score_codex":0.0020172007,"about_ca_system_score_gemma":0.000106779335,"threshold_uncertainty_score":0.9996947},"labels":[],"label_agreement":null},{"id":"W7064926271","doi":"","title":"Development and functionalization of subwavelength grating metamaterials in silicon-based photonic integrated circuits","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photonics; Metamaterial; Photonic integrated circuit; Integrated circuit; Grating; Silicon photonics; Electronic circuit; Interconnection; Nanophotonics; Fabrication","score_opus":0.014095864110853992,"score_gpt":0.22159262556328943,"score_spread":0.20749676145243545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064926271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64800495,0.00006719266,0.00016440704,0.000017167928,0.00018180544,0.0004811934,0.000056600362,0.000022187834,0.35100448],"genre_scores_gemma":[0.5332594,0.0000059772433,0.0003044924,0.0000076805645,0.000028624252,0.000012417543,0.0017633312,0.000032348187,0.46458572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987938,0.000082372,0.000333145,0.00036016348,0.00024244086,0.00018808198],"domain_scores_gemma":[0.9994785,0.00005627329,0.00016910005,0.00011238682,0.00012912834,0.000054581775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014384415,0.00022977633,0.0003091704,0.00039748268,0.000055534885,0.00006085725,0.00013982633,0.00009993259,0.4161363],"category_scores_gemma":[0.000006286818,0.00024376075,0.000057313497,0.00056609215,0.000025739935,0.00003290547,0.00004748497,0.00018669847,0.000012522942],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010372205,0.00011013768,0.00304958,0.00074135466,0.00015638614,0.000013200923,0.0012571765,0.00003437684,0.025932675,0.0025716936,0.00013166542,0.96589804],"study_design_scores_gemma":[0.004250908,0.00019325704,0.018962363,0.0025866993,0.00043321282,5.5528886e-7,0.041146677,0.00903592,0.18566038,0.00015967536,0.73620063,0.0013697018],"about_ca_topic_score_codex":0.0008429487,"about_ca_topic_score_gemma":0.0023517085,"teacher_disagreement_score":0.9645283,"about_ca_system_score_codex":0.000045046047,"about_ca_system_score_gemma":0.0005002815,"threshold_uncertainty_score":0.9940275},"labels":[],"label_agreement":null},{"id":"W7065000809","doi":"","title":"Dialogue Summary: Addressing the Integration of Clinical Nurse Specialists and Nurse Practitioners in Acute Healthcare Settings in Canada","year":2011,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Health Canada; McMaster University; Canadian Health Services Research Foundation","keywords":"Health care; Nurse practitioners; Acute care; MEDLINE; Stakeholder; District nurse","score_opus":0.028466035036473665,"score_gpt":0.2722502547315744,"score_spread":0.24378421969510072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065000809","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050851502,0.00007181507,0.0005879707,0.00025705653,0.00029764944,0.00040694364,0.00024954675,0.000010512746,0.99303335],"genre_scores_gemma":[0.290789,0.00007661103,0.0005225475,0.0002862382,0.000490991,0.0000034885686,0.0004576674,0.00019148843,0.707182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894005,0.00022312965,0.0002541583,0.00028071553,0.00011402945,0.00018793855],"domain_scores_gemma":[0.999269,0.00004428189,0.00040417758,0.00018980839,0.000025982174,0.00006671259],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008610392,0.000192086,0.00037039712,0.00007952711,0.000033520442,0.0000117827085,0.00018607282,0.00010941979,0.0044309204],"category_scores_gemma":[0.0000033075917,0.00017679571,0.00006669794,0.00020929429,0.000110016736,0.00008240154,0.000049629358,0.00039988596,0.0000027338065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002666074,0.00019854832,0.14537698,0.00011942761,0.00034802564,0.00017925265,0.0027376916,0.000008813373,0.000020680767,0.026215278,0.1056577,0.718871],"study_design_scores_gemma":[0.0028294015,0.000059253438,0.012847225,0.0017574561,0.00025603423,0.0000018269296,0.028685652,0.00013058117,0.00009316762,0.00068348926,0.95193905,0.00071685587],"about_ca_topic_score_codex":0.73107004,"about_ca_topic_score_gemma":0.8565826,"teacher_disagreement_score":0.84628135,"about_ca_system_score_codex":0.00013896362,"about_ca_system_score_gemma":0.00081164745,"threshold_uncertainty_score":0.99647915},"labels":[],"label_agreement":null},{"id":"W7065058419","doi":"","title":"THE CONTROLS AND DRIVERS OF DISSOLVED ORGANIC CARBON QUANTITY AND DISSOLVED ORGANIC MATTER QUALITY IN AN IMPACTED GREAT LAKES WATERSHED","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Water quality; Eutrophication; Hydrology (agriculture); Watershed; Nutrient; Biogeochemical cycle; Drainage basin; Surface water","score_opus":0.009041687943316367,"score_gpt":0.2345754537291879,"score_spread":0.22553376578587153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065058419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98274016,0.00010208729,0.000013291751,0.000095261785,0.000046438083,0.0004885561,0.000028163971,0.000013608021,0.016472459],"genre_scores_gemma":[0.8921135,0.00004280394,0.0000067330766,0.0000066464213,0.000023035496,0.0000015006774,0.00019064118,0.00002861846,0.10758649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813855,0.00032002488,0.00030340263,0.00048691107,0.00024647627,0.00050464243],"domain_scores_gemma":[0.99900883,0.00019077442,0.00021498492,0.00030848768,0.000121253484,0.00015565577],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016773,0.00032746242,0.00056429347,0.00012490166,0.0001508019,0.00012152061,0.00033647497,0.0001779655,0.006551416],"category_scores_gemma":[0.000009442094,0.00025641968,0.00008573797,0.00043448713,0.00012123393,0.00018755662,0.00008468774,0.00046267227,0.000007202955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011963283,0.00014546691,0.81884176,0.00018573515,0.00025770348,0.000008672704,0.0014243167,9.86679e-7,0.15843412,0.0006941053,0.000043329394,0.01876747],"study_design_scores_gemma":[0.006097803,0.0010515184,0.96464574,0.00018526286,0.00037100204,0.000001292945,0.011974951,0.00063431024,0.012157725,0.00073917874,0.0010837691,0.0010574455],"about_ca_topic_score_codex":0.0024249526,"about_ca_topic_score_gemma":0.0054787705,"teacher_disagreement_score":0.1462764,"about_ca_system_score_codex":0.0000713436,"about_ca_system_score_gemma":0.000106410196,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W7065139881","doi":"","title":"A CRITICAL EXPLORATION OF DEI LEADERSHIP PRACTICES IN ONTARIO’S CHILD WELFARE","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Inclusion (mineral); Government (linguistics); Service provider; Social Welfare; Racism; Perspective (graphical)","score_opus":0.05372994582231211,"score_gpt":0.275771676271839,"score_spread":0.2220417304495269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065139881","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008124638,0.000036892605,0.000034285564,0.0010910517,0.00017552714,0.00041771834,0.000026727068,0.000013098465,0.99008006],"genre_scores_gemma":[0.295582,0.0000029358378,0.00009284391,0.0000112960515,0.00003220726,0.000010429632,0.00059172726,0.000018448602,0.7036581],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845403,0.00018252527,0.00025566012,0.00039746487,0.0004263543,0.0002839564],"domain_scores_gemma":[0.99914515,0.00010041892,0.000333289,0.00023107379,0.00011368815,0.00007637566],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012017209,0.00021394026,0.0002796575,0.00031367014,0.00018434122,0.000049775004,0.0003797895,0.000095896736,0.95445806],"category_scores_gemma":[0.000027701743,0.0002660016,0.00011583695,0.0004354833,0.000040159463,0.0002149295,0.00012228284,0.0007868305,0.000019170968],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011864753,0.0010044653,0.02669375,0.0006736711,0.0001882191,0.00012270542,0.009366913,0.00005443087,0.00016283344,0.056006934,0.0010755637,0.903464],"study_design_scores_gemma":[0.00087109633,0.00015824771,0.011602069,0.00014364158,0.000093796014,2.9028354e-7,0.14007571,0.00004835794,0.00015702627,0.00008029962,0.846473,0.0002964705],"about_ca_topic_score_codex":0.106844425,"about_ca_topic_score_gemma":0.48770398,"teacher_disagreement_score":0.95443887,"about_ca_system_score_codex":0.00008591483,"about_ca_system_score_gemma":0.000260349,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W7065146580","doi":"","title":"DISCOVERY AND FUNCTIONAL CHARACTERIZATIONS OF PLAG1 IN HUMAN HEMATOPOEITIC STEM AND PROGENITOR CELLS","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Blood Services; McMaster University","keywords":"Progenitor cell; Stem cell; Regulator; Haematopoiesis; Gene knockdown; Transcription factor; In silico; Transcriptional regulation; Functional genomics; CRISPR","score_opus":0.012829818379388529,"score_gpt":0.20377785682281063,"score_spread":0.1909480384434221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065146580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508225,0.000019323212,0.000027955073,0.0000030061012,0.000118151074,0.00014936384,0.00005513398,0.0000058381665,0.048798777],"genre_scores_gemma":[0.79595643,0.0000043912005,0.000012765551,0.0000010339113,0.000037208516,0.0000016959499,0.00015595843,0.000009161405,0.20382132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994592,0.00001629193,0.0001310871,0.00019179913,0.00007925762,0.00012234753],"domain_scores_gemma":[0.9996574,0.00001264616,0.00016885577,0.00009642621,0.000027090742,0.00003756962],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025615354,0.00014052428,0.0001928153,0.00009072237,0.00013928275,0.00007156692,0.00008006544,0.000061339524,0.0024121297],"category_scores_gemma":[3.3740764e-7,0.00015596129,0.000031177482,0.00006978933,0.000040836178,0.00036901655,0.00003044287,0.00010697316,0.0000030699855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000311615,0.00020530632,0.71583456,0.000825762,0.00028785685,0.000019273339,0.0027213064,0.000009398109,0.13490808,0.0081622815,0.000053644708,0.13666092],"study_design_scores_gemma":[0.003058376,0.000104760016,0.7652489,0.00085643877,0.00021845024,0.0000016301683,0.0061762994,0.00021653445,0.20282349,0.00024168026,0.020073995,0.0009794581],"about_ca_topic_score_codex":0.00004308665,"about_ca_topic_score_gemma":0.00007500451,"teacher_disagreement_score":0.15502255,"about_ca_system_score_codex":0.000015367137,"about_ca_system_score_gemma":0.00004979364,"threshold_uncertainty_score":0.9984998},"labels":[],"label_agreement":null},{"id":"W7065162449","doi":"","title":"Data Management Plan for Study on Generative Artificial Intelligence and Assessment in Higher Education","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Higher education; Principal (computer security); Generative grammar; Data management; Data collection; Applications of artificial intelligence; Best practice","score_opus":0.12235066240148777,"score_gpt":0.3286606083097737,"score_spread":0.20630994590828594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065162449","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03677571,0.0000030085162,0.0023429065,0.001955248,0.00018932222,0.001680725,0.000102232996,0.000026202602,0.9569246],"genre_scores_gemma":[0.44558355,0.0000033652939,0.0010140947,0.00004040102,0.000103948536,0.00002660478,0.00019835515,0.000009779606,0.5530199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992077,0.000056468252,0.00010384612,0.0003376545,0.00013622692,0.00015810154],"domain_scores_gemma":[0.99959904,0.00005189639,0.000031017204,0.00025181612,0.000021729586,0.000044496912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012972651,0.00009045731,0.00008639233,0.00016065653,0.0000798338,0.000054474687,0.00026271408,0.000013578351,0.15694594],"category_scores_gemma":[7.3513746e-7,0.00009514356,0.000012842245,0.0003603843,0.00001923074,0.00003941117,0.00040528039,0.000088811445,0.00002670003],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004316425,0.0003800198,0.006969815,0.00001227444,0.000034652054,0.000006648882,0.00014739552,0.000031849697,0.000025007728,0.058303393,0.0019931945,0.9320526],"study_design_scores_gemma":[0.0007824298,0.00043673688,0.0892268,0.00004045473,0.000050173196,4.487643e-8,0.04926997,0.007205534,0.00006090303,0.0019899916,0.8506669,0.00027006882],"about_ca_topic_score_codex":0.00016888272,"about_ca_topic_score_gemma":0.0002478486,"teacher_disagreement_score":0.93178254,"about_ca_system_score_codex":0.000018181052,"about_ca_system_score_gemma":0.000049885504,"threshold_uncertainty_score":0.84382474},"labels":[],"label_agreement":null},{"id":"W7065203350","doi":"","title":"DFT Study of Sorption of Palladium onto Montmorillonite in a Saline Environment","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization; McMaster University","keywords":"Montmorillonite; Sorption; Bentonite; Palladium; Chloride; Human decontamination; Substrate (aquarium); Saline water","score_opus":0.009696066918384027,"score_gpt":0.2208505353560828,"score_spread":0.21115446843769875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065203350","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55537,0.000049199985,0.000045402983,0.000018097604,0.0000747771,0.00058682903,0.000031352087,0.0000069561784,0.44381744],"genre_scores_gemma":[0.4626368,0.000011034206,0.00003467608,9.1072036e-7,0.00002628353,0.0000037083178,0.000102185164,0.000014043244,0.53717035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875325,0.00009638499,0.00030723598,0.00031533386,0.00032600027,0.00020177617],"domain_scores_gemma":[0.9994533,0.000028542774,0.00017915251,0.00023634698,0.000043837987,0.000058832517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010751896,0.00019975434,0.00032943205,0.0003039239,0.0000207927,0.00001287091,0.0002504502,0.000081854974,0.49620047],"category_scores_gemma":[0.0000012857474,0.00022308093,0.000105230436,0.00031427428,0.000021827942,0.00002118633,0.00011228668,0.0002490785,0.00002388657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009444952,0.0028772352,0.055171344,0.00091285974,0.00053091656,0.00008207584,0.014175321,0.0006263062,0.013515259,0.0016821388,0.0006077546,0.9088743],"study_design_scores_gemma":[0.011918059,0.0034752,0.15480302,0.0016145238,0.0013036802,4.9830135e-7,0.35782957,0.00651065,0.005481785,0.00036226524,0.45511425,0.0015865025],"about_ca_topic_score_codex":0.009450945,"about_ca_topic_score_gemma":0.007619656,"teacher_disagreement_score":0.9072878,"about_ca_system_score_codex":0.000053778283,"about_ca_system_score_gemma":0.00010181989,"threshold_uncertainty_score":0.99714524},"labels":[],"label_agreement":null},{"id":"W7065268060","doi":"","title":"The development of audiotactile temporal perception","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; James S. McDonnell Foundation","keywords":"Simultaneity; Perception; Task (project management); Illusion; Modality (human–computer interaction); Time perception; Causal inference; Visual perception; Inference; Speech perception","score_opus":0.012201242487385038,"score_gpt":0.2280184453570351,"score_spread":0.21581720286965006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065268060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12902497,0.0000032572111,0.00053316506,0.000022591972,0.0011751574,0.00023558788,0.000058366837,0.000050903152,0.868896],"genre_scores_gemma":[0.16455875,0.000004475733,0.00045558036,0.0000018320696,0.00009612954,0.0000030103465,0.00060999696,0.000029271536,0.834241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915427,0.00003263118,0.00023541166,0.00021763594,0.0001688922,0.000191162],"domain_scores_gemma":[0.9992507,0.00013435676,0.00026066336,0.00017567628,0.00012448801,0.000054103217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051625015,0.00019035686,0.00018259122,0.00008655455,0.00035838268,0.00005457197,0.00025218737,0.000089826026,0.06766413],"category_scores_gemma":[0.000005124636,0.00016673998,0.00013529928,0.00026286457,0.000026816251,0.00010650885,0.000052652726,0.00021845104,0.0007052253],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020877816,0.0001877925,0.00784491,0.00012433545,0.00045729915,0.000008198477,0.0034394276,0.00012521335,0.00038629197,0.0021337045,0.009691013,0.97539306],"study_design_scores_gemma":[0.00041107045,0.000037013942,0.011789171,0.00017438074,0.00012398185,1.9377192e-7,0.05386655,0.00009144444,0.0017618305,0.00013806493,0.93129337,0.00031295553],"about_ca_topic_score_codex":0.00040193205,"about_ca_topic_score_gemma":0.0021322307,"teacher_disagreement_score":0.9750801,"about_ca_system_score_codex":0.000086202075,"about_ca_system_score_gemma":0.00017662277,"threshold_uncertainty_score":0.93318814},"labels":[],"label_agreement":null},{"id":"W7065334383","doi":"","title":"Engaging Communities Around Austerity and Alternatives in Quebec: Lessons from Thirty Years of Consultations","year":2018,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Government (linguistics); Public policy; Agency (philosophy)","score_opus":0.022099557031289473,"score_gpt":0.24852290603205007,"score_spread":0.2264233490007606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065334383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8706481,0.0000033262552,0.0013195445,0.000078272926,0.000079315905,0.00006171404,0.00018707028,0.000009898998,0.12761275],"genre_scores_gemma":[0.9769443,0.000005336896,0.00057916687,0.000015498914,0.000043408785,5.2955374e-7,0.000026146392,0.0000060151906,0.022379586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995346,0.0000857606,0.00010670202,0.000108677305,0.000054343225,0.00010991463],"domain_scores_gemma":[0.9993293,0.00036978812,0.000077961064,0.00012087508,0.000063733125,0.00003831123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003202607,0.000084323365,0.0001289229,0.00007756453,0.000107470514,0.00004925908,0.00012463574,0.000025263858,0.017172033],"category_scores_gemma":[0.0000060445805,0.000098987955,0.000027866728,0.00014004791,0.0002297753,0.00029454113,0.000116367046,0.00013848944,0.0000246463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010699245,0.00040026166,0.72328097,0.000023489438,0.0002421697,0.000020109845,0.025069524,0.00022141893,0.00061648595,0.041827414,0.00031238774,0.20787875],"study_design_scores_gemma":[0.0047387,0.00018402698,0.39417386,0.0005607292,0.00018595741,0.0000015781354,0.34331384,0.004506409,0.004659547,0.004740953,0.2422057,0.00072868046],"about_ca_topic_score_codex":0.109667875,"about_ca_topic_score_gemma":0.046190795,"teacher_disagreement_score":0.32910714,"about_ca_system_score_codex":0.000028736458,"about_ca_system_score_gemma":0.00003297472,"threshold_uncertainty_score":0.9837264},"labels":[],"label_agreement":null},{"id":"W7065350000","doi":"","title":"Demand Forecasting and Inventory Management of Perishable Inventory - with a Focus on Blood Platelet Transfusions","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demand forecasting; Expiration date; Inventory management; Lead time; Autoregressive integrated moving average; Inventory control; Inventory theory; Bullwhip effect; Perpetual inventory; Postponement","score_opus":0.015774838325460262,"score_gpt":0.2108307913539328,"score_spread":0.19505595302847253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065350000","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51395816,0.00009305268,0.000041664098,0.000019830472,0.00002969391,0.0003346761,0.000013966993,0.000024553381,0.48548442],"genre_scores_gemma":[0.3604111,0.00009423919,0.00010162967,0.0000035191083,0.000045038414,0.000007964185,0.000101780235,0.000046853995,0.6391879],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987212,0.000057421992,0.00016397375,0.00040044353,0.00028296045,0.00037404342],"domain_scores_gemma":[0.9995224,0.00003983326,0.00011118358,0.00015243802,0.000046491696,0.0001276377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006816241,0.00024804132,0.0003028434,0.0002060162,0.000172914,0.000032897362,0.00020583933,0.00009534956,0.004766592],"category_scores_gemma":[8.516222e-7,0.00023390597,0.00009350305,0.00057190243,0.000048431495,0.000071625036,0.00004635703,0.00034933968,0.000008569863],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016307243,0.0006862341,0.01141032,0.0016685307,0.0023538277,0.0005671148,0.0022669248,0.00009723168,0.0008597004,0.01425063,0.0015860639,0.9626227],"study_design_scores_gemma":[0.10434782,0.063651554,0.0629989,0.036251627,0.020322159,0.00009376802,0.2468813,0.01671669,0.124838434,0.061717916,0.24390109,0.018278744],"about_ca_topic_score_codex":0.00043951411,"about_ca_topic_score_gemma":0.00019085522,"teacher_disagreement_score":0.944344,"about_ca_system_score_codex":0.000029616289,"about_ca_system_score_gemma":0.00006324652,"threshold_uncertainty_score":0.99614316},"labels":[],"label_agreement":null},{"id":"W7065354882","doi":"","title":"Development of a Cloud-Based Dual-Objective Nonlinear Programming Model for Irrigation Water Allocation","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irrigation; Irrigation district; Cloud computing; Evapotranspiration; Fuzzy logic; Nonlinear programming; Irrigation management; Decision support system; Farm water; Conjunctive use","score_opus":0.01636160038190082,"score_gpt":0.23768687000247293,"score_spread":0.2213252696205721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065354882","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16253783,0.0000501918,0.52176017,0.00036029695,0.0002736012,0.0047420384,0.00011495222,0.00016230224,0.30999863],"genre_scores_gemma":[0.3845391,0.0000013978446,0.09355521,0.000027407898,0.00030537628,0.00008008353,0.008137324,0.00010306807,0.513251],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869496,0.00003758465,0.0002664739,0.000387577,0.0002594024,0.00035402185],"domain_scores_gemma":[0.9993046,0.000031547796,0.00015486639,0.000110758534,0.00030112712,0.00009709087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077829194,0.00023654358,0.00028605916,0.0001252669,0.0001698193,0.000035711226,0.00018680037,0.0001258529,0.0021017918],"category_scores_gemma":[0.0000038118499,0.0002206915,0.00015377099,0.0003084625,0.000022255144,0.00009063491,0.000028417544,0.00023160911,0.000014896907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011063686,0.0003609715,0.00009205503,0.0005842931,0.0003309003,0.0000023919372,0.0049829064,0.001131825,0.02971416,0.0039083306,0.00014855403,0.95763725],"study_design_scores_gemma":[0.003361061,0.000687118,0.00008460274,0.00023553889,0.00037772642,1.7361059e-7,0.0037894018,0.39535055,0.46226963,0.0019271518,0.13093027,0.0009867691],"about_ca_topic_score_codex":0.000041598334,"about_ca_topic_score_gemma":0.00005621677,"teacher_disagreement_score":0.9566505,"about_ca_system_score_codex":0.00010966215,"about_ca_system_score_gemma":0.0004688625,"threshold_uncertainty_score":0.9988104},"labels":[],"label_agreement":null},{"id":"W7065369303","doi":"","title":"Eco-Anxiety: An Existential Perspective","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Interpretation (philosophy); Context (archaeology); Existentialism; Scapegoat; Staring","score_opus":0.008982044072318444,"score_gpt":0.23461624829609173,"score_spread":0.22563420422377328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065369303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016755342,0.000022181688,0.00021765767,0.000040535277,0.0019116071,0.00022060839,0.00027590385,0.000104722574,0.98045146],"genre_scores_gemma":[0.09825868,0.000011146867,0.00019192016,0.000014915215,0.00062277535,0.0000030612139,0.0011463537,0.00006820541,0.89968294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864656,0.00005032599,0.00017704439,0.00063067063,0.00018940258,0.0003059902],"domain_scores_gemma":[0.9991534,0.00003972229,0.00013639027,0.00029274324,0.00021021647,0.00016754307],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000029024317,0.0003803694,0.00029519334,0.00019580625,0.0002022119,0.00025125255,0.0003295188,0.00018309553,0.40273455],"category_scores_gemma":[0.0000031885636,0.00041962022,0.00031772637,0.00033021072,0.000033866458,0.00039277304,0.00006891313,0.0005506776,0.0023341926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009430024,0.0017722155,0.0025257901,0.0004895092,0.0029637108,0.00050330267,0.012361889,0.0007880131,0.0005279608,0.5096537,0.05804275,0.40942818],"study_design_scores_gemma":[0.00053864677,0.000121712066,0.00020211907,0.00019704063,0.00068744645,0.0000026068844,0.07044052,0.00030979124,0.00083179586,0.0029268889,0.9231143,0.0006271557],"about_ca_topic_score_codex":0.0024610492,"about_ca_topic_score_gemma":0.0018945653,"teacher_disagreement_score":0.86507154,"about_ca_system_score_codex":0.00020814236,"about_ca_system_score_gemma":0.00017874976,"threshold_uncertainty_score":0.99982554},"labels":[],"label_agreement":null},{"id":"W7065498189","doi":"","title":"The Effects of Self-Control Fatigue on Dynamic Task Performance","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Metronome; Stroop effect; Muscle fatigue; Electromyography; Biceps; Task (project management); Supine position; Wrist; Mental fatigue","score_opus":0.003989448259660925,"score_gpt":0.18633684019742852,"score_spread":0.18234739193776758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065498189","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22509043,0.00006351713,0.002126412,0.00004725007,0.00077103346,0.00080419466,0.000091771,0.00006404631,0.7709414],"genre_scores_gemma":[0.6284876,0.000009185911,0.000045788118,0.0000125216475,0.000049970982,0.0000046861624,0.00013927736,0.000014788769,0.3712362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990745,0.00006325995,0.00017636786,0.0002731488,0.00016925314,0.00024342525],"domain_scores_gemma":[0.99907076,0.00025523346,0.00023374673,0.00029336975,0.00009448444,0.000052399613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002442825,0.00026526133,0.00029031545,0.00007179608,0.00031879617,0.00003087974,0.00041912598,0.00008023308,0.0011623207],"category_scores_gemma":[0.0000036063836,0.00022514464,0.00018987626,0.0003360064,0.000031246273,0.00010359929,0.0000345231,0.00031205174,0.000022754442],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045722275,0.0004835604,0.0041598766,0.0007943802,0.0011369011,0.000004672081,0.00075412286,0.0026698944,0.0006165923,0.042097144,0.00060802564,0.9462176],"study_design_scores_gemma":[0.018049955,0.003538313,0.16509855,0.0054845605,0.00526143,8.646444e-8,0.015553107,0.04811189,0.0076354994,0.0042803953,0.72283244,0.0041538076],"about_ca_topic_score_codex":0.00004565817,"about_ca_topic_score_gemma":0.0000349121,"teacher_disagreement_score":0.9420638,"about_ca_system_score_codex":0.00007488247,"about_ca_system_score_gemma":0.000116208204,"threshold_uncertainty_score":0.99975073},"labels":[],"label_agreement":null},{"id":"W7065569936","doi":"","title":"Engineering 3D perfusion platforms for recapitulating immune responses in vascularized models","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Perfusion; Tissue engineering; Immune system; Biofabrication; Blood flow; Microfluidics; Monocyte; Mechanobiology; Spheroid; Angiogenesis","score_opus":0.01386642609085037,"score_gpt":0.2252841514514967,"score_spread":0.21141772536064632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065569936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18643428,0.00041566565,0.0047328677,0.00004729707,0.00062166364,0.0018070474,0.00008832781,0.00009798522,0.80575484],"genre_scores_gemma":[0.035834584,0.00002573764,0.0015731809,0.0000025630932,0.00010275597,0.000026442289,0.0006693089,0.00006363308,0.9617018],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984872,0.000028484967,0.00031137821,0.00049394934,0.000280328,0.00039867277],"domain_scores_gemma":[0.9993166,0.00015007431,0.00010174417,0.00025794446,0.00009544741,0.000078216006],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021349266,0.0003208305,0.0003733308,0.0004980428,0.00010529549,0.0001290201,0.0003196358,0.00017326955,0.25060406],"category_scores_gemma":[0.00001097303,0.00034779313,0.00023092027,0.00046030062,0.000012349472,0.000089544956,0.0001481016,0.0004627363,0.00003170621],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009498493,0.000092158145,0.00013420904,0.0006103455,0.00017431901,0.00004172583,0.0016647093,0.006367833,0.0073409667,0.012457399,0.00025210102,0.9699144],"study_design_scores_gemma":[0.0044284062,0.00017496682,0.0006644797,0.0015901894,0.00029660598,7.340987e-7,0.01616512,0.57501024,0.0012713614,0.0008252597,0.39836642,0.0012062425],"about_ca_topic_score_codex":0.0012616803,"about_ca_topic_score_gemma":0.00027320837,"teacher_disagreement_score":0.96870816,"about_ca_system_score_codex":0.00005813549,"about_ca_system_score_gemma":0.0001712744,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W7065582372","doi":"","title":"Effects of early-life ionizing radiation exposure on the life-history of the cricket, Acheta domesticus","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; Bruce Power; McMaster University","keywords":"Offspring; Acheta; Ionizing radiation; Fecundity; Juvenile; Hatching; Toxicant; Radiation exposure","score_opus":0.013512343777319535,"score_gpt":0.19399890469322387,"score_spread":0.18048656091590434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065582372","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48431167,0.00029659094,0.00030041905,0.0001272731,0.001205981,0.0007842656,0.00005530052,0.000021480819,0.512897],"genre_scores_gemma":[0.74525946,0.000003188484,0.000015116539,0.00002157966,0.0001731151,0.0000032067032,0.00004139027,0.000021563099,0.25446138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99894005,0.00014418132,0.00021604612,0.00025068247,0.00026672252,0.00018233694],"domain_scores_gemma":[0.9983127,0.00023211274,0.00076490175,0.0004905395,0.000119112694,0.00008061899],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004691245,0.00025084082,0.00033775985,0.00005893005,0.00024124487,0.000022880951,0.00069521926,0.0001038793,0.003260558],"category_scores_gemma":[0.00004062608,0.000182496,0.00029854663,0.0001638599,0.00012273184,0.00015159002,0.000064103086,0.00035959974,0.000015721469],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015249844,0.0020609568,0.044200864,0.0019404253,0.0038584773,0.000015210623,0.024870701,0.0038972576,0.016668199,0.2678586,0.016680017,0.6164243],"study_design_scores_gemma":[0.0052972366,0.00093322154,0.70964926,0.0019706145,0.0035812722,7.6566394e-8,0.012788565,0.00050487457,0.009908204,0.0024468629,0.25123146,0.0016883318],"about_ca_topic_score_codex":0.00030366535,"about_ca_topic_score_gemma":0.000015644,"teacher_disagreement_score":0.6654484,"about_ca_system_score_codex":0.000105857085,"about_ca_system_score_gemma":0.0003567952,"threshold_uncertainty_score":0.9976506},"labels":[],"label_agreement":null},{"id":"W7065587768","doi":"","title":"Effectiveness of the community paramedicine at home (CP@home) program for frequent users of emergency medical services in Ontario: a randomized controlled trial","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Emergency medical services; Infographic; Medical services; MEDLINE; House call","score_opus":0.011502377349871716,"score_gpt":0.2367638672819148,"score_spread":0.2252614899320431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065587768","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6542348,0.00017974353,0.000055303695,0.000019161169,0.0013580256,0.007636599,0.000060626655,0.00004151857,0.33641422],"genre_scores_gemma":[0.4691938,0.000016241853,0.000059701073,0.0000039828296,0.00008772624,0.00015994234,0.00005198762,0.0000875053,0.5303391],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9981511,0.00067304325,0.00044863918,0.00020355234,0.00029659792,0.00022705676],"domain_scores_gemma":[0.99889416,0.00031191457,0.00041557566,0.00026698806,0.00004244342,0.00006894938],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081274315,0.00027089744,0.0013900624,0.00013262415,0.00004848707,0.0000072409116,0.0004912452,0.00016139669,0.04772104],"category_scores_gemma":[0.000008700558,0.00018538661,0.00050501147,0.00028586763,0.00015254221,0.0000412726,0.00021292409,0.0003969453,0.0000077490495],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92111874,0.0010523627,0.052684028,0.0034558342,0.0037387516,0.000007309801,0.002320987,0.000016812077,0.00009491222,0.0009092178,0.0011399584,0.013461066],"study_design_scores_gemma":[0.93828994,0.00026690657,0.0014810009,0.0023828384,0.0006906476,1.9401057e-7,0.00040322405,0.00023465608,0.00020351847,0.0003875051,0.055339303,0.0003202627],"about_ca_topic_score_codex":0.030883985,"about_ca_topic_score_gemma":0.06817244,"teacher_disagreement_score":0.19392492,"about_ca_system_score_codex":0.000116209965,"about_ca_system_score_gemma":0.00018846714,"threshold_uncertainty_score":0.9755694},"labels":[],"label_agreement":null},{"id":"W7065589314","doi":"","title":"Economic Evaluation Methods in Oncology","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Interim; Economic evaluation; Transparency (behavior); Work (physics); Interim analysis; Value (mathematics); Health economics; Order (exchange)","score_opus":0.293235680458683,"score_gpt":0.4579108725035925,"score_spread":0.16467519204490955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065589314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01667763,0.001152755,0.0007284539,0.0029550558,0.004687154,0.0017788158,0.0002513452,0.000170156,0.9715986],"genre_scores_gemma":[0.0031631456,0.0005083628,0.010206317,0.0013540153,0.00061285344,0.00008024241,0.0015381335,0.00021788199,0.98231906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99339175,0.0015818967,0.003104203,0.0011910234,0.0001273527,0.0006037901],"domain_scores_gemma":[0.99504834,0.0011949351,0.002904625,0.0005705464,0.00008579238,0.00019573489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.015261595,0.0004255213,0.0016807616,0.001481365,0.00015974807,0.00008030242,0.0006513182,0.00087541714,0.10727818],"category_scores_gemma":[0.0009871812,0.0006730867,0.0002724765,0.0005802647,0.000050624436,0.000535837,0.00009141716,0.0005707875,0.009772299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005552218,0.00042533097,0.019890478,0.0023016364,0.0009800037,0.000088210516,0.021862287,0.006282704,0.000027981583,0.13484633,0.077174574,0.73556525],"study_design_scores_gemma":[0.002299206,0.00011999469,0.016570538,0.00024240109,0.00007261454,0.0000025962968,0.018794427,0.010664852,0.000012411804,0.011026695,0.9393089,0.0008853924],"about_ca_topic_score_codex":0.0034314827,"about_ca_topic_score_gemma":0.026281586,"teacher_disagreement_score":0.8621343,"about_ca_system_score_codex":0.006193175,"about_ca_system_score_gemma":0.0009738371,"threshold_uncertainty_score":0.99957204},"labels":[],"label_agreement":null},{"id":"W7065630805","doi":"","title":"ENDANGERMENT ABROAD: EVIDENCE FROM NEO-ARAMAIC POLITENESS, METAPHORICITY AND IDIOMATICITY","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comprehension; Cognition; Politeness; Acculturation; Linguistic competence; Conceptual metaphor; Neuroscience of multilingualism; Language and thought","score_opus":0.018538686193578506,"score_gpt":0.2395953796272419,"score_spread":0.22105669343366338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065630805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59227407,0.0003206893,0.001561973,0.00008609868,0.00042329406,0.0004670126,0.00037479468,0.000057444686,0.40443462],"genre_scores_gemma":[0.5743628,0.00002765136,0.0005889547,0.000020995318,0.0003778086,0.0000053575113,0.00058749184,0.000037868434,0.42399105],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99841774,0.000090612324,0.00024067618,0.0006182646,0.00026840105,0.00036429975],"domain_scores_gemma":[0.9986166,0.00010449391,0.00044850283,0.00050845067,0.00011375982,0.00020820848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047150992,0.00043536304,0.000550069,0.00008677331,0.0005356965,0.00021517594,0.0005667167,0.00013760319,0.032878663],"category_scores_gemma":[0.000008392788,0.00045824924,0.0002118833,0.00017705926,0.00009715241,0.0006187098,0.00013653906,0.000334555,0.00008228343],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003991749,0.00046372603,0.0413818,0.000328063,0.0015606009,0.000043267017,0.0041152337,0.00023319834,0.0034547846,0.01582333,0.0018464347,0.93035036],"study_design_scores_gemma":[0.003575266,0.00035707466,0.60528463,0.0026186404,0.003931863,3.9615063e-7,0.01756079,0.0017421909,0.006757558,0.021038642,0.33341083,0.0037220893],"about_ca_topic_score_codex":0.006168924,"about_ca_topic_score_gemma":0.0003403089,"teacher_disagreement_score":0.9266283,"about_ca_system_score_codex":0.00010844611,"about_ca_system_score_gemma":0.00012802084,"threshold_uncertainty_score":0.9997869},"labels":[],"label_agreement":null},{"id":"W7065676137","doi":"","title":"The Effect of Trust and Sense of belonging on Civic participation: a Comparative study between Korea and Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civic engagement; Politics; Preference; Identity (music); General Social Survey; Social engagement; Survey data collection; Political efficacy; Action (physics)","score_opus":0.011420577655726051,"score_gpt":0.24801979542546676,"score_spread":0.23659921776974072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065676137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80143857,0.000027075173,0.0000025270122,0.00002198684,0.000026653577,0.00041701566,0.000032579737,0.0000017335143,0.19803189],"genre_scores_gemma":[0.8893897,0.0000024073447,0.0000030295091,7.545044e-7,0.000015839361,0.0000025343684,0.00006308479,0.000005213848,0.110517435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903435,0.00022278777,0.00016113652,0.00020453025,0.00024355052,0.00013363082],"domain_scores_gemma":[0.9990982,0.00044814058,0.00015986698,0.00014732509,0.00008685484,0.000059649818],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009612,0.0001515671,0.00033058668,0.000052123454,0.00013695979,0.000024344254,0.000087224566,0.000028036055,0.02728328],"category_scores_gemma":[0.0000048459287,0.0001254941,0.000033493256,0.0001732066,0.0000463869,0.000011804097,0.000073136274,0.00014745981,2.8492263e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037344827,0.00006827348,0.42629468,0.00020791646,0.0005327733,0.000023073258,0.0028647347,0.000010782213,0.00009596439,0.0003318035,0.0002519702,0.5689446],"study_design_scores_gemma":[0.0048888554,0.002301865,0.78334326,0.00047539876,0.0009926759,2.6516702e-7,0.16192155,0.00037878496,0.008036889,0.000010309855,0.037133906,0.0005162374],"about_ca_topic_score_codex":0.1639132,"about_ca_topic_score_gemma":0.47755447,"teacher_disagreement_score":0.56842834,"about_ca_system_score_codex":0.00001269614,"about_ca_system_score_gemma":0.00014138568,"threshold_uncertainty_score":0.97360593},"labels":[],"label_agreement":null},{"id":"W7065742293","doi":"","title":"Feasibility and Effectiveness of 1-Day Online Cognitive Behavioral Therapy-Based Workshops for the Prevention of Postpartum Depression","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Postpartum depression; Randomized controlled trial; Depression (economics); Postpartum period; Intervention (counseling); Cognition; Sample size determination; Cognitive therapy; Social cognitive theory","score_opus":0.03826639521726613,"score_gpt":0.3268159118156047,"score_spread":0.2885495165983386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065742293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901876,0.0045673954,0.00023725793,0.000023584058,0.00041542482,0.002636746,0.00031035423,0.00002532157,0.001596349],"genre_scores_gemma":[0.97228295,0.0003193895,0.00008133345,0.00001296476,0.000030929747,0.000013837605,0.0007562658,0.000031390104,0.026470931],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988396,0.00021723057,0.00025219095,0.00033911277,0.0001900841,0.00016179333],"domain_scores_gemma":[0.99886274,0.00045837343,0.00024970665,0.00017180089,0.00018653947,0.000070856564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002597882,0.00022379059,0.00043106335,0.000111107394,0.00007426117,0.000008992998,0.0000997701,0.0002258356,0.00093456253],"category_scores_gemma":[0.000018232102,0.00017091622,0.00020073658,0.00017905203,0.00008298251,0.000059967864,0.000031695243,0.00025525378,8.3116834e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12530452,0.0037116269,0.16518448,0.11651075,0.000825154,0.00009147684,0.0026647928,0.000018522684,0.003939762,0.00017939213,0.000018397875,0.58155113],"study_design_scores_gemma":[0.010915081,0.0037213822,0.7754745,0.107301526,0.0027853786,0.000009579198,0.004552549,0.00031425589,0.09294379,0.00022633743,0.0013001364,0.00045550702],"about_ca_topic_score_codex":0.0000917122,"about_ca_topic_score_gemma":0.00020765125,"teacher_disagreement_score":0.61029,"about_ca_system_score_codex":0.000070804286,"about_ca_system_score_gemma":0.00015357444,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W7065772928","doi":"","title":"Everyday Racism &amp; Racialized Ex-Inmates: Obstacles to Achieving Anti-Racist Correctional Social Work Practice","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Circumstantial evidence; Hyperlactatemia; Pretext; TSG101; Gestational period; Tubulopathy","score_opus":0.011185944809539406,"score_gpt":0.2442918016204783,"score_spread":0.2331058568109389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065772928","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07623689,0.00004758744,0.05614647,0.00015410219,0.0023374974,0.0007067453,0.00010538926,0.00016003537,0.8641053],"genre_scores_gemma":[0.29165182,0.000004598391,0.0017543697,0.00023402815,0.001129554,0.0000062892486,0.002013624,0.00013017752,0.7030755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978067,0.00026477425,0.00032496988,0.0007008594,0.00041304572,0.00048961164],"domain_scores_gemma":[0.99852073,0.00016188381,0.0005383775,0.000302307,0.00028458936,0.00019213535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013612097,0.00055097364,0.00062408263,0.00016195326,0.00070033956,0.00019148995,0.00048204785,0.00027128877,0.024311796],"category_scores_gemma":[0.000028096907,0.0006701717,0.0004048736,0.000778557,0.000052468466,0.0003632461,0.00014642344,0.0005908278,0.0007868556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022560167,0.000610824,0.0036266237,0.00021057138,0.0015896707,0.000058042453,0.0146926455,0.0005372666,0.0011030083,0.025803996,0.032439806,0.9170715],"study_design_scores_gemma":[0.00089754985,0.000020030655,0.0009834464,0.0001611891,0.00043817397,0.0000011375163,0.009933283,0.000013180053,0.00022237735,0.00015344792,0.98639435,0.00078182155],"about_ca_topic_score_codex":0.00016442066,"about_ca_topic_score_gemma":0.00006239871,"teacher_disagreement_score":0.9539546,"about_ca_system_score_codex":0.00018069195,"about_ca_system_score_gemma":0.00022479332,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W7065870066","doi":"","title":"Exploring the Role of ABCF1 in Mucosal Immunity of Human Airway Epithelial Cells","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Graph Neural Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Waterloo","keywords":"In silico; Immune system; Transcriptome; Gene silencing; Function (biology); Receptor; Mucosal immunology; Immunity; Signal transduction; Innate immune system","score_opus":0.019825617184072285,"score_gpt":0.21564546848078298,"score_spread":0.1958198512967107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065870066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7272543,0.0006800952,0.0015530813,0.000039133094,0.0018580847,0.00062118587,0.000035382403,0.00015896113,0.26779982],"genre_scores_gemma":[0.9166784,0.0001726644,0.0009060062,0.000010500832,0.000071180206,0.0000035056662,0.000034668737,0.000046062276,0.08207695],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845016,0.00016470723,0.00034669432,0.00043590076,0.00030389184,0.00029862026],"domain_scores_gemma":[0.99882007,0.00011538638,0.00029757034,0.0006242876,0.00008941762,0.00005329169],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012530417,0.0002891956,0.0003935644,0.0003593717,0.00010169707,0.00003617516,0.0018071926,0.0001415804,0.00062345434],"category_scores_gemma":[0.0000046497994,0.0002656603,0.00021890333,0.001391452,0.00008922495,0.000572242,0.00041201076,0.00070552673,0.000012701638],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020471204,0.0001937178,0.00035184436,0.00057452655,0.00016695481,0.00015659475,0.013063658,0.0024984668,0.083752684,0.060198266,0.000056446035,0.83878213],"study_design_scores_gemma":[0.0029732308,0.0011482253,0.009239382,0.0034078173,0.00044392698,0.000009900243,0.045314483,0.011461244,0.79925126,0.029806515,0.09423618,0.0027078518],"about_ca_topic_score_codex":0.00038624028,"about_ca_topic_score_gemma":0.0015231487,"teacher_disagreement_score":0.8360743,"about_ca_system_score_codex":0.00007687023,"about_ca_system_score_gemma":0.00006749596,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W7065882516","doi":"","title":"Experimental and Numerical Study of Thermal Performance of a Self Contained Drum Motor Drive System (SCDMDS)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"Drum; Electric motor; Stator; Rotational speed; Dissipation; Thermal; Torque; Rotor (electric)","score_opus":0.007852723804749995,"score_gpt":0.2002708405704087,"score_spread":0.1924181167656587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065882516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640476,0.000008847286,0.00008572555,0.0000017506826,0.00011177124,0.00048486545,0.000049750317,0.000043389988,0.035166267],"genre_scores_gemma":[0.9497238,2.0589285e-7,0.000064035594,0.0000010652752,0.000066360655,0.0000064018427,0.00009269472,0.000030981515,0.050014447],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99900246,0.000062431835,0.00025592675,0.00029528193,0.00019780453,0.00018612256],"domain_scores_gemma":[0.9993023,0.00003742208,0.00031378234,0.00017804938,0.00009336674,0.00007505342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000023850851,0.0002443349,0.000462259,0.00008898558,0.000110202454,0.0000133805615,0.00021394309,0.00006249809,0.0014256665],"category_scores_gemma":[5.336716e-7,0.00025055883,0.00010704069,0.00029251937,0.000033663076,0.00013649721,0.000091645095,0.00015757601,0.000009910959],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076945643,0.01431226,0.4857598,0.003900432,0.008881381,0.00010970044,0.15900443,0.004290567,0.14732379,0.046239693,0.00021986761,0.12226352],"study_design_scores_gemma":[0.007450713,0.004661593,0.19081384,0.0006072296,0.001042974,1.8454185e-7,0.7687254,0.011816891,0.01290185,0.000014327556,0.0008351067,0.0011298798],"about_ca_topic_score_codex":0.0004039376,"about_ca_topic_score_gemma":0.000005383633,"teacher_disagreement_score":0.609721,"about_ca_system_score_codex":0.00005960482,"about_ca_system_score_gemma":0.000054467993,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W7065899514","doi":"","title":"Fracture Behaviour of an Advanced High Strength Multilayer Composite Consisting of Carbide-free Bainitic Steel and High Mn TWIP Steel","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Legal and Medical Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Twip; Ductility (Earth science); Ultimate tensile strength; Composite number; Deformation (meteorology); Elongation; Alloy; Fracture (geology)","score_opus":0.010306720688300866,"score_gpt":0.2045761648345082,"score_spread":0.19426944414620734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065899514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8812855,0.0005217747,0.0000058293917,0.00009599189,0.0007849492,0.00036158785,0.0001979375,0.000098008706,0.11664844],"genre_scores_gemma":[0.91219527,0.000048148187,0.0004169841,0.0002144704,0.0002877933,0.0000017861497,0.00059046596,0.00005269561,0.08619238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984126,0.00002396939,0.00034564716,0.000510192,0.00041233544,0.00029525667],"domain_scores_gemma":[0.9988454,0.00008150262,0.00046459414,0.0002658246,0.0002937846,0.000048916907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007880889,0.00040343992,0.0006677511,0.00027843664,0.0001459783,0.00009174656,0.00040589977,0.00025776142,0.0037612284],"category_scores_gemma":[0.000051996467,0.0003914993,0.00013578965,0.00040966767,0.00014593596,0.0005895033,0.00035185806,0.00040802182,0.000013243778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044842577,0.0020986644,0.034366526,0.02959016,0.0037475994,0.0030730935,0.0069324216,0.00068651745,0.0077223047,0.052988727,0.008575189,0.84573454],"study_design_scores_gemma":[0.015375764,0.0005052498,0.186885,0.008708954,0.01034519,0.000007115485,0.10697789,0.0014689657,0.0038697093,0.0024034572,0.65992254,0.003530172],"about_ca_topic_score_codex":0.0035746363,"about_ca_topic_score_gemma":0.0026363267,"teacher_disagreement_score":0.8422044,"about_ca_system_score_codex":0.00004396494,"about_ca_system_score_gemma":0.000041862582,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W7065921074","doi":"","title":"Fostering Leadership for Health System Redesign in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Emperipolesis; Liquation; Triacetin; Demotion","score_opus":0.06420503555400205,"score_gpt":0.22197224412094646,"score_spread":0.15776720856694443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065921074","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003295825,0.00034150685,0.003316692,0.00020981609,0.00054035673,0.0015765548,0.0005210082,0.00041921984,0.99307156],"genre_scores_gemma":[0.0027621726,0.0000058617943,0.0010481962,0.00025169292,0.00022888703,0.0000065641543,0.00007378521,0.0012910618,0.9943318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966653,0.000442501,0.0003868957,0.00093074515,0.00040519214,0.0011693764],"domain_scores_gemma":[0.99821407,0.000111667934,0.000652349,0.00063198624,0.00003945109,0.00035047182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030386398,0.00065198936,0.0010512376,0.0009017258,0.00010102012,0.000047824742,0.0008727153,0.00032906022,0.029254755],"category_scores_gemma":[0.000014535751,0.00081218797,0.00014671916,0.0008977905,0.000059727703,0.00009394452,0.00033276228,0.00036770364,0.00041897153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029984998,0.000030991698,0.00033718708,0.004587545,0.00018116999,0.00021370912,0.0001594209,0.00017774393,0.000020623793,0.0016674337,0.8997137,0.09261063],"study_design_scores_gemma":[0.0021457449,0.000098302415,0.000028122964,0.0027766023,0.000053676868,0.000010430868,0.0046928255,0.0004070759,0.000010105728,0.0000031230504,0.9890483,0.00072571536],"about_ca_topic_score_codex":0.8072967,"about_ca_topic_score_gemma":0.9918898,"teacher_disagreement_score":0.18459308,"about_ca_system_score_codex":0.008413772,"about_ca_system_score_gemma":0.0024336677,"threshold_uncertainty_score":0.9994329},"labels":[],"label_agreement":null},{"id":"W7065958774","doi":"","title":"Flow-Sound-Structure Interaction in Spring-Loaded Valves","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piping; Vibration; Stiffness; Instability; Oscillation (cell signaling); Coupling (piping); Spring (device); Globe valve","score_opus":0.010050815157001998,"score_gpt":0.2167592377389671,"score_spread":0.20670842258196512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065958774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7433594,0.000011964095,0.000080338454,0.000005372899,0.00069271674,0.00012799611,0.000020520682,0.000028931861,0.25567275],"genre_scores_gemma":[0.8110119,0.0000021038193,0.00034132885,0.000007791753,0.00024341997,0.0000010552213,0.00024592903,0.000024387913,0.18812206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901766,0.000034679913,0.00018191205,0.00034225642,0.00013994682,0.000283566],"domain_scores_gemma":[0.9995461,0.000014975623,0.00015608409,0.00016463235,0.0000529013,0.00006528342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003207777,0.000270102,0.00023754912,0.00018444228,0.00010385092,0.000065765504,0.0002511804,0.00014132661,0.09582347],"category_scores_gemma":[0.0000014748128,0.00030529706,0.00010108427,0.00036199085,0.000023659544,0.00035174095,0.00004388936,0.0003472292,0.0001989056],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010114071,0.00015182482,0.24436568,0.00024326985,0.00045745974,0.000041023308,0.006815827,0.00033378878,0.0071176495,0.0014121553,0.0007886922,0.73726124],"study_design_scores_gemma":[0.0042199497,0.00016656953,0.1853264,0.0009065994,0.0002787695,0.000001998202,0.013872283,0.004718897,0.08850724,0.002173819,0.6974315,0.0023959917],"about_ca_topic_score_codex":0.00023136943,"about_ca_topic_score_gemma":0.0015898077,"teacher_disagreement_score":0.73486525,"about_ca_system_score_codex":0.00010846077,"about_ca_system_score_gemma":0.00007944782,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W7065964258","doi":"","title":"Genetic Contribution to Cannabis Use and Opioid Use Disorder Treatment Outcomes","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Cannabis; Genetic data; Circumstantial evidence; Identification (biology); Disease","score_opus":0.014476660517376491,"score_gpt":0.2560302050582581,"score_spread":0.24155354454088157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065964258","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864072,0.0003936425,0.00003946742,0.0017216468,0.00036714147,0.0020640772,0.00041343842,0.00008470352,0.008508633],"genre_scores_gemma":[0.026444564,0.0003280261,0.00010257784,0.0002383723,0.00004999536,0.000035694084,0.0009171835,0.000066897475,0.9718167],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801505,0.00010936881,0.00023227729,0.0006807596,0.00047052148,0.0004919987],"domain_scores_gemma":[0.99874395,0.000021322465,0.000106527186,0.0004056883,0.00026942897,0.00045305965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047259324,0.0004281549,0.00061656535,0.00042530076,0.00029498828,0.00016026212,0.00015174467,0.00022641449,0.04484103],"category_scores_gemma":[0.00007645175,0.00040904092,0.0002342828,0.0005393467,0.00004992786,0.0001971229,0.00013297441,0.00032180393,0.000023933497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046068397,0.0009489398,0.5011727,0.00051268673,0.0012477165,0.0018957144,0.0031062602,0.00010167524,0.0008711764,0.0006383445,0.040545907,0.44435203],"study_design_scores_gemma":[0.0017316922,0.0006207183,0.36407286,0.00003862089,0.00030897514,0.000011167894,0.001503098,0.00001783443,0.000051892755,0.0000031155314,0.63138896,0.00025106312],"about_ca_topic_score_codex":0.006638217,"about_ca_topic_score_gemma":0.01591079,"teacher_disagreement_score":0.96330804,"about_ca_system_score_codex":0.0009960805,"about_ca_system_score_gemma":0.0003916546,"threshold_uncertainty_score":0.9999767},"labels":[],"label_agreement":null},{"id":"W7065998644","doi":"","title":"Firm foreign activity and the geography of exchange rate risk [update of 2022-02]","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); International finance; Foreign exchange; Association (psychology); Exchange rate; Public finance","score_opus":0.03261613202049704,"score_gpt":0.27040789528643483,"score_spread":0.2377917632659378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065998644","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011874626,0.00077318697,0.000077231554,0.00048170198,0.0004282641,0.00038244875,0.00021367347,0.000016769636,0.9857521],"genre_scores_gemma":[0.61813116,0.014383461,0.00015984042,0.00007290103,0.0002491862,0.000007741422,0.000072704766,0.000031754535,0.36689126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979856,0.0007502124,0.00018749046,0.00027619838,0.0006034498,0.00019706627],"domain_scores_gemma":[0.9983302,0.00036574042,0.0007326893,0.00021664791,0.00027505582,0.000079692545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016252691,0.00015251337,0.00034960912,0.00021122741,0.0005289481,0.000024132805,0.00039537434,0.00013174201,0.09660818],"category_scores_gemma":[0.00015486193,0.00014134585,0.00020710466,0.0007688061,0.0008141017,0.00015819962,0.00020795596,0.00033785435,0.000002800934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006231459,0.0002844531,0.10461853,0.00047394898,0.0010943784,0.00002099669,0.022949703,0.000052988653,0.0000072129974,0.032062747,0.006755997,0.8310559],"study_design_scores_gemma":[0.0007905322,0.000029778274,0.024500245,0.000040052935,0.00025562305,0.0000015683617,0.01542153,0.0000138111345,0.0000065882236,0.00088538794,0.95788544,0.00016944802],"about_ca_topic_score_codex":0.0126905935,"about_ca_topic_score_gemma":0.0035225963,"teacher_disagreement_score":0.95112944,"about_ca_system_score_codex":0.00013222823,"about_ca_system_score_gemma":0.0009519236,"threshold_uncertainty_score":0.99388397},"labels":[],"label_agreement":null},{"id":"W7066073497","doi":"","title":"Fluoride exposure and attention deficit hyperactivity disorder (ADHD) in Canadian youth","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attention deficit hyperactivity disorder; Fluoride; Statistical analysis; Attention deficit; Urine sample","score_opus":0.018498345424667387,"score_gpt":0.20601798184251605,"score_spread":0.18751963641784866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066073497","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41894206,0.000055762805,0.00023098133,0.00007981822,0.0002822845,0.00029678526,0.000761727,0.000023025628,0.5793275],"genre_scores_gemma":[0.79772097,0.000012619549,0.000055709075,0.000007752563,0.00024524817,0.0000039176693,0.00065550965,0.000037586702,0.20126069],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843735,0.000096150696,0.00020030944,0.00050850183,0.00029091403,0.00046679925],"domain_scores_gemma":[0.9992242,0.00003502284,0.0001642063,0.0002512521,0.0000807788,0.00024455402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000966777,0.00030982197,0.0003749725,0.00022979798,0.00030139688,0.00005579943,0.00022295883,0.000102914506,0.039195944],"category_scores_gemma":[0.0000049317955,0.00037156636,0.00014270005,0.00048522014,0.000051587995,0.0002833433,0.00021011593,0.0006158382,0.000018235229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002286735,0.00014729949,0.81311095,0.000044061762,0.00013292638,0.000042959426,0.00031933121,0.00093087956,0.000016755082,0.0012989643,0.0001603838,0.18377262],"study_design_scores_gemma":[0.0013210005,0.00014470273,0.17509182,0.00009141586,0.000317581,8.244523e-7,0.020858565,0.00021937175,0.0000011716501,0.00015777422,0.8008751,0.00092062715],"about_ca_topic_score_codex":0.52556187,"about_ca_topic_score_gemma":0.13904518,"teacher_disagreement_score":0.8007148,"about_ca_system_score_codex":0.0006246353,"about_ca_system_score_gemma":0.0007633391,"threshold_uncertainty_score":0.99987364},"labels":[],"label_agreement":null},{"id":"W7066226200","doi":"","title":"Homeless Jesus: Exploring a Relationship between Public Religious Art and Public Dialogues on Homelessness","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sculpture; Scholarship; Narrative; Representation (politics); Faith; Privilege (computing); Thematic analysis; Social representation; Narrative inquiry","score_opus":0.08488054191347318,"score_gpt":0.2185268704642575,"score_spread":0.13364632855078434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066226200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48608974,0.0012069487,0.0000012354121,0.0005008582,0.0008518291,0.0002408092,0.00020139046,0.00016993433,0.51073724],"genre_scores_gemma":[0.5861148,0.00031038132,0.000006855796,0.000046135563,0.0004913206,0.000009408086,0.0017006956,0.000033832835,0.41128653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981175,0.00016382881,0.00029590953,0.00063329644,0.0003091559,0.000480314],"domain_scores_gemma":[0.99883974,0.00023685719,0.00023202288,0.0002351797,0.00026996576,0.00018621405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006887726,0.00047661472,0.00067942764,0.00032942274,0.00094862527,0.00083841785,0.00032869945,0.0002093595,0.0062981737],"category_scores_gemma":[0.00005649559,0.00045351379,0.00018218676,0.00027418367,0.00016432564,0.0010967024,0.0001379823,0.0005019175,0.0001252917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035392863,0.00029341038,0.06545418,0.001370321,0.0011021012,0.0004701252,0.19128911,0.0000010694363,0.00000793826,0.370841,0.006004194,0.3628126],"study_design_scores_gemma":[0.0005418122,0.00012429882,0.0143354535,0.000337095,0.00015534338,0.0000011702932,0.11681547,5.2158794e-7,0.000010540313,0.0006698118,0.86641216,0.00059629814],"about_ca_topic_score_codex":0.00014989327,"about_ca_topic_score_gemma":0.016640872,"teacher_disagreement_score":0.860408,"about_ca_system_score_codex":0.00012514171,"about_ca_system_score_gemma":0.00007960123,"threshold_uncertainty_score":0.9997917},"labels":[],"label_agreement":null},{"id":"W7066344430","doi":"","title":"Fit-Frailty App as an Evaluative Measure in Rehabilitation","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Baseline (sea); Rehabilitation; Reliability (semiconductor); Observational study; Quality of life (healthcare); Psychometrics","score_opus":0.02046684409885305,"score_gpt":0.25741511433161746,"score_spread":0.2369482702327644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066344430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49327192,0.000017485418,0.000045975397,0.000019135086,0.00018783243,0.00038021393,0.000020300175,0.000029123414,0.50602806],"genre_scores_gemma":[0.540285,0.0000019118947,0.00031033962,0.000012203045,0.000056242945,0.00001115496,0.00042250624,0.00001636871,0.45888427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874485,0.00014615593,0.00020362646,0.00041862263,0.00023453502,0.00025218911],"domain_scores_gemma":[0.99936664,0.00006553913,0.00013562464,0.00021713995,0.00014119588,0.00007383271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014694135,0.00025798607,0.0002659554,0.00022041213,0.0001125681,0.00004360975,0.00028275716,0.00014264426,0.03988929],"category_scores_gemma":[0.000011252118,0.00030227427,0.00009400556,0.0006169767,0.000021327309,0.00039854806,0.000034569068,0.00031149233,0.00011564395],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066309044,0.00019210446,0.048079435,0.00012829753,0.00013515499,0.000007465361,0.0070882537,0.00028067912,0.00034531121,0.0030290992,0.00028757146,0.93976355],"study_design_scores_gemma":[0.009692965,0.000877279,0.3881707,0.0022004677,0.0005589124,5.267048e-7,0.08174875,0.007435231,0.010390412,0.0086999,0.4870892,0.0031356805],"about_ca_topic_score_codex":0.00038817705,"about_ca_topic_score_gemma":0.0017270133,"teacher_disagreement_score":0.93662786,"about_ca_system_score_codex":0.00014638492,"about_ca_system_score_gemma":0.00032366623,"threshold_uncertainty_score":0.99994296},"labels":[],"label_agreement":null},{"id":"W7066355045","doi":"","title":"FUNDAMENTAL STUDY ON THE REMOVAL OF CALCIUM ALUMINATE INCLUSIONS BY METALLURGICAL SLAGS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Dissolution; Slag (welding); Steelmaking; Calcium; Aluminate; Particle (ecology)","score_opus":0.014885352510577368,"score_gpt":0.22173746713248604,"score_spread":0.20685211462190867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066355045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20068468,0.00026169585,0.0008924753,0.000034926106,0.00041805033,0.00052828336,0.00009396848,0.00010269505,0.79698324],"genre_scores_gemma":[0.57302547,0.000044255034,0.00002286311,0.000017923328,0.00001840991,0.0000023104096,0.00015462525,0.000035323304,0.42667884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859047,0.00010860384,0.0002973937,0.00035732635,0.00037375948,0.00027244992],"domain_scores_gemma":[0.9992529,0.00013763423,0.00011669432,0.00033965657,0.00006477538,0.00008834767],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001148458,0.0004048501,0.0005006459,0.00014517557,0.00017360835,0.000035985482,0.0006599697,0.00026018143,0.024248946],"category_scores_gemma":[0.000012040293,0.0003206659,0.00024173567,0.000574225,0.000048267422,0.00008106152,0.00016661285,0.0005542005,0.000032776083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007344274,0.011395929,0.00017539322,0.008387871,0.02145025,0.007111924,0.021475483,0.05454615,0.031427085,0.19549479,0.015179609,0.62601125],"study_design_scores_gemma":[0.0025949036,0.0005749337,0.00041885828,0.00052582606,0.0014018015,0.000012821463,0.031743556,0.062244985,0.0009107132,0.0003942404,0.89789176,0.0012856285],"about_ca_topic_score_codex":0.00006865273,"about_ca_topic_score_gemma":0.00020734828,"teacher_disagreement_score":0.8827121,"about_ca_system_score_codex":0.00014882801,"about_ca_system_score_gemma":0.000044138127,"threshold_uncertainty_score":0.99992454},"labels":[],"label_agreement":null},{"id":"W7066374036","doi":"","title":"An imagined future for global health research, policy, and practice: contradictions and change - A study using the example of adolescent sexual and reproductive health in Eastern sub-Saharan Africa","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reproductive health; Global health; Conceptual framework; Stakeholder; Sexual and reproductive health and rights; Health policy; Qualitative research; Relation (database)","score_opus":0.27775748402333245,"score_gpt":0.47720953283158546,"score_spread":0.199452048808253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066374036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826858,0.018893404,0.00040723477,0.0485121,0.0028143555,0.041847106,0.0015974332,0.0002877409,0.002954869],"genre_scores_gemma":[0.8361788,0.019569585,0.0018164553,0.003651619,0.012791109,0.00045931045,0.0014475742,0.0006323,0.123453274],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99284935,0.003916868,0.0006110138,0.0012960552,0.0003945832,0.00093211373],"domain_scores_gemma":[0.99728847,0.00044184522,0.00076117314,0.0005376158,0.00057868694,0.000392238],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032275452,0.0003603067,0.00076333847,0.0004429213,0.0017031957,0.000031567648,0.00021849643,0.00024227466,0.00003004331],"category_scores_gemma":[0.00026728996,0.00030903055,0.00003221898,0.0013167006,0.00023999886,0.00039793656,0.00019538161,0.0011651344,9.5354267e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010730167,0.0033401886,0.07470277,0.0103533985,0.0004272247,0.000042626027,0.43769896,0.000007044392,0.00013946937,0.0037011367,0.0028226352,0.4560344],"study_design_scores_gemma":[0.0031921617,0.0019270628,0.31238505,0.00078342494,0.00008979973,0.000011203444,0.6233491,0.0001493779,7.640054e-7,0.00025902686,0.05755592,0.0002971183],"about_ca_topic_score_codex":0.040530644,"about_ca_topic_score_gemma":0.046459883,"teacher_disagreement_score":0.45573726,"about_ca_system_score_codex":0.0010777836,"about_ca_system_score_gemma":0.0018998957,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W7066504341","doi":"","title":"Gröbner Geometry for Hessenberg Varieties","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nilpotent; Nilpotent matrix; Conjecture; Intersection (aeronautics); Nilpotent group; Permutation (music); Embedding; Algebra over a field","score_opus":0.010639185035018739,"score_gpt":0.23018265990757653,"score_spread":0.2195434748725578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066504341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023215713,0.00012088979,0.0008009537,0.00021434066,0.0007437127,0.00065669307,0.00015320607,0.00006685195,0.9949218],"genre_scores_gemma":[0.0064902175,0.000008419082,0.00028647267,0.000016905204,0.00030306846,0.000014072483,0.0010028275,0.000051446925,0.9918266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998545,0.000036308746,0.00019571873,0.00053007476,0.0003019215,0.00039097443],"domain_scores_gemma":[0.99925417,0.00008541561,0.00010029129,0.00027352324,0.00016712346,0.00011947943],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008090846,0.00032848434,0.00031020417,0.00032799563,0.00015863596,0.00016720628,0.0004233585,0.00016638475,0.8695702],"category_scores_gemma":[0.00000430207,0.00035019795,0.00028400295,0.0005236111,0.00003197481,0.00004164304,0.00013269087,0.0003744391,0.00032692656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001671702,0.00007819593,0.000191249,0.0005855015,0.00032243694,0.000018730785,0.00040950326,0.000004416674,0.0003193637,0.0338945,0.066317245,0.89769167],"study_design_scores_gemma":[0.0005080032,0.00007376623,0.00018356243,0.00010389217,0.00021721185,1.5392102e-7,0.009718784,0.0001975154,0.0005595554,0.000973058,0.98710144,0.00036305448],"about_ca_topic_score_codex":0.0007030511,"about_ca_topic_score_gemma":0.00055399083,"teacher_disagreement_score":0.9207842,"about_ca_system_score_codex":0.000027542681,"about_ca_system_score_gemma":0.00021336965,"threshold_uncertainty_score":0.999895},"labels":[],"label_agreement":null},{"id":"W7066536082","doi":"","title":"Inference for Gamma Frailty Models based on One-shot Device Data","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Unobservable; Inference; Hazard; Function (biology); Likelihood function; Gamma process; Confidence interval; Test data; Exponential function; Statistical inference","score_opus":0.23268170432374943,"score_gpt":0.2583619735797315,"score_spread":0.025680269255982074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066536082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042564893,0.000289625,0.053272374,0.00037007465,0.0010074181,0.00024362744,0.0027601882,0.000099570214,0.9415315],"genre_scores_gemma":[0.15672542,0.00007402554,0.0020355415,0.00038567864,0.000098795295,0.0000028616466,0.00011172312,0.000026820682,0.84053916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852735,0.0000102098975,0.00023511457,0.00086890237,0.00004006752,0.00031837655],"domain_scores_gemma":[0.99903613,0.00015396856,0.000088002234,0.0006053859,0.00002653637,0.00008996755],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028369747,0.00017722056,0.0002942408,0.00024072702,0.00016229463,0.00020467235,0.0007429806,0.00008517926,0.07541691],"category_scores_gemma":[0.00003406479,0.00021967721,0.000104969266,0.00034467195,0.0000827917,0.0007594519,0.00031670745,0.0001160197,0.003309131],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002691175,0.00028942619,0.0017213392,0.00039633753,0.00045294117,0.00005195205,0.00096243987,0.017522201,0.000010693549,0.6839062,0.16920036,0.12521702],"study_design_scores_gemma":[0.00038810796,0.000037228176,0.000057978767,0.000043161377,0.000018982586,1.6062344e-7,0.0002680347,0.28492674,0.000009026755,0.00262986,0.7114149,0.00020587929],"about_ca_topic_score_codex":0.00010894551,"about_ca_topic_score_gemma":0.00008624861,"teacher_disagreement_score":0.6812763,"about_ca_system_score_codex":0.0001446986,"about_ca_system_score_gemma":0.000047175457,"threshold_uncertainty_score":0.9974669},"labels":[],"label_agreement":null},{"id":"W7066613276","doi":"","title":"IDENTIFYING COMPLEXITIES AND BARRIERS ASSOCIATED WITH THE RETURN-TO-WORK PROCESS FOR FIREFIGHTERS AND THE DISABILITY MANAGEMENT STRATEGIES USED TO PROMOTE A SUCCESSFUL RETURN-TO-WORK FOR FIREFIGHTERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Context (archaeology); Process (computing); Documentation; Qualitative research; Rehabilitation; Firefighting; Occupational safety and health; Risk management","score_opus":0.04633813308932391,"score_gpt":0.34566650485736716,"score_spread":0.2993283717680433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066613276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96393603,0.00016665533,0.000558191,0.0076807477,0.0008677561,0.012862476,0.0005902842,0.00015130609,0.013186538],"genre_scores_gemma":[0.87278867,0.000024315597,0.0004803679,0.0013207397,0.00020121595,0.00077137875,0.0005494216,0.00010425442,0.123759665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972371,0.00029407325,0.00047023396,0.00079711707,0.0004300062,0.000771497],"domain_scores_gemma":[0.9977677,0.00086286856,0.00033207572,0.00034206844,0.00030590384,0.00038941132],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007786596,0.00048901764,0.000585855,0.00015618654,0.0023331945,0.00022926417,0.0005155355,0.00028825295,0.0007086461],"category_scores_gemma":[0.00007401733,0.00031865406,0.00011050446,0.0010675528,0.0002091572,0.00030926758,0.00015877475,0.0006099382,0.000009121397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0963588,0.00018084649,0.12578124,0.062475517,0.002806096,0.000043615084,0.596328,0.0005804545,0.000012407181,0.01615393,0.03023118,0.069047906],"study_design_scores_gemma":[0.0094716195,0.0010919527,0.18353842,0.01677723,0.001708338,0.0000013566694,0.46751374,0.00074816874,0.000025544003,0.005444572,0.31173253,0.0019465368],"about_ca_topic_score_codex":0.00016665067,"about_ca_topic_score_gemma":0.010889287,"teacher_disagreement_score":0.28150135,"about_ca_system_score_codex":0.00041854655,"about_ca_system_score_gemma":0.00032624204,"threshold_uncertainty_score":0.99992657},"labels":[],"label_agreement":null},{"id":"W7066625443","doi":"","title":"Identifying Suitable Turtle Overwintering Habitat Through the Integration of Thermal, Chemical and Physical Wetland Properties","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Habitat; Turtle (robot); Wetland; Tundra; Bay","score_opus":0.01968485764105854,"score_gpt":0.2148537315039048,"score_spread":0.19516887386284626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066625443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88279444,0.00007914979,0.000036432662,0.000050796418,0.00012640299,0.00016025914,0.0000065849836,0.000017243725,0.11672866],"genre_scores_gemma":[0.83539134,0.000018180552,0.000070921604,0.00003368754,0.000025527754,0.0000031875365,0.00006648733,0.000012139497,0.16437855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992769,0.00008363264,0.00010753569,0.000251881,0.00014724676,0.00013284838],"domain_scores_gemma":[0.99967766,0.000036636506,0.00012804352,0.00012910613,0.000009696894,0.000018868706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052043797,0.00014758948,0.00015762707,0.000017598115,0.0001800385,0.000025739913,0.00024120565,0.00010122595,0.016165338],"category_scores_gemma":[0.000010233566,0.00011283597,0.00006296889,0.00015026468,0.0001415984,0.00029163453,0.00019528155,0.0002594683,0.000013502268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059604057,0.00009952417,0.008982009,0.00012721574,0.00010124462,0.000010731256,0.019483417,0.000134552,0.8980116,0.00071795465,0.0005507265,0.07118495],"study_design_scores_gemma":[0.0025096007,0.0005579161,0.11986263,0.0006894141,0.00084080035,0.00002672552,0.16382617,0.0026549576,0.4506846,0.0023129045,0.25419196,0.0018423054],"about_ca_topic_score_codex":0.00051549234,"about_ca_topic_score_gemma":0.0007895671,"teacher_disagreement_score":0.44732702,"about_ca_system_score_codex":0.0000940867,"about_ca_system_score_gemma":0.000012586069,"threshold_uncertainty_score":0.984734},"labels":[],"label_agreement":null},{"id":"W7066687223","doi":"","title":"Issue Brief: Supporting Neighbourhood-Based Approaches to Addressing Poverty Concentration and its Impacts on Health in Hamilton","year":2011,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Poverty; Stakeholder; Key (lock); Measuring poverty; Impact assessment; Public health; Economic impact analysis; Stakeholder engagement","score_opus":0.07158577407033982,"score_gpt":0.2523878672506402,"score_spread":0.18080209318030038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066687223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006967274,0.000367855,0.0002654117,0.0004159055,0.00018286967,0.0016279699,0.00040965562,0.00036092268,0.9956727],"genre_scores_gemma":[0.03126,0.000045674173,0.0009399313,0.002125921,0.00020495568,0.000002768948,0.00026154064,0.0009542109,0.964205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965119,0.00045938714,0.00042780687,0.0011390917,0.0003880898,0.0010737581],"domain_scores_gemma":[0.99796504,0.000056552748,0.0008488654,0.00045182183,0.000036506935,0.0006411883],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032232417,0.000745389,0.00086526194,0.000771499,0.00014962482,0.00013300225,0.00042188878,0.00048345496,0.08094883],"category_scores_gemma":[0.00004408789,0.0008408523,0.000105531326,0.0011850077,0.00008020769,0.00031432547,0.00014032601,0.00054874603,0.0007825932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003349992,0.0014195094,0.010951662,0.0032388263,0.00051250047,0.00076370337,0.010105512,0.00086976227,0.001017204,0.009162516,0.45125365,0.50735515],"study_design_scores_gemma":[0.0036337827,0.00047687665,0.0022794018,0.0030091035,0.00007467628,0.000005647892,0.00074914604,0.0010931795,0.00066344155,0.000010940298,0.9869004,0.0011034023],"about_ca_topic_score_codex":0.0021036032,"about_ca_topic_score_gemma":0.0066962168,"teacher_disagreement_score":0.53564674,"about_ca_system_score_codex":0.0009360402,"about_ca_system_score_gemma":0.0004440045,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W7066714611","doi":"","title":"Investigation of the High-Speed Finish-Turning of Ti-5Al-5V-5Mo-3Cr Using Novel Mono/Bi-layered PVD-Coated WC Tools","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Morinda citrifolia extract uses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Coating; Machining; Surface roughness; Carbide; Microstructure; Toughness; Surface finish; Characterization (materials science); Void (composites)","score_opus":0.04881664744688043,"score_gpt":0.24850600598976172,"score_spread":0.19968935854288128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066714611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9362982,0.00021164797,0.00010994705,0.000112702524,0.001048285,0.00090712775,0.00016154762,0.0001027729,0.06104779],"genre_scores_gemma":[0.7732534,0.000030250223,0.0016063728,0.00006462153,0.00016507843,0.0000011760125,0.0005076411,0.00012333413,0.22424813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740916,0.00012709467,0.0007156242,0.0006350315,0.0007261185,0.000386957],"domain_scores_gemma":[0.9975068,0.00019165355,0.0010009794,0.00065038545,0.00047825187,0.00017191256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017749458,0.00053411943,0.0009414332,0.00050626893,0.00012605,0.000058721995,0.0005177045,0.000669484,0.008521083],"category_scores_gemma":[0.00019775328,0.00049125456,0.0004053749,0.0016041313,0.00015903011,0.00033910494,0.00016342588,0.0008766508,0.00002454832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013958865,0.00017793843,0.0076563344,0.0035715404,0.0011838464,0.00012339266,0.006136274,0.0007026578,0.9650972,0.0017395163,0.000622479,0.011592958],"study_design_scores_gemma":[0.0076816315,0.0005440184,0.06761245,0.012439361,0.005826885,0.00006583382,0.015819006,0.0039387136,0.8444114,0.00024684475,0.03988099,0.0015328832],"about_ca_topic_score_codex":0.0009901616,"about_ca_topic_score_gemma":0.0004000314,"teacher_disagreement_score":0.16320033,"about_ca_system_score_codex":0.00035432653,"about_ca_system_score_gemma":0.00079612463,"threshold_uncertainty_score":0.9997539},"labels":[],"label_agreement":null},{"id":"W7066735082","doi":"","title":"Investigating the Effects of Glucose and Sweet Taste on Corticospinal and Intracortical Excitability","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transcranial magnetic stimulation; Stimulus (psychology); Placebo; Inhibitory postsynaptic potential; Blood pressure; Excitatory postsynaptic potential; Stimulation","score_opus":0.015709623212359407,"score_gpt":0.23059077747604592,"score_spread":0.2148811542636865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066735082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657097,0.00014893137,0.00004548191,0.00008033912,0.00031614472,0.0006242845,0.000013600816,0.000030038089,0.033031497],"genre_scores_gemma":[0.98397017,0.000079400044,0.00007274907,0.000105786414,0.000020925476,0.0000016171748,0.0000035691821,0.000018963541,0.015726795],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985802,0.00020368861,0.00022298444,0.00050454267,0.0002854429,0.00020313016],"domain_scores_gemma":[0.99814355,0.0013148654,0.0001916161,0.0002137157,0.000051433737,0.00008483666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006097608,0.00025178815,0.00033912316,0.000075914206,0.00017076595,0.000039093546,0.00018552541,0.0001345733,0.00075716525],"category_scores_gemma":[0.000544592,0.00021134796,0.000055890498,0.00027747595,0.0003933355,0.00009950751,0.00007885874,0.0003026058,0.0000074587897],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015347443,0.00027781172,0.0138723105,0.004307277,0.00011525551,0.0000865794,0.008159602,0.000084301595,0.50237924,0.017295843,0.000029195613,0.45185784],"study_design_scores_gemma":[0.0038465965,0.0018993098,0.9616007,0.0009900876,0.0005534645,0.000010252985,0.0034961533,0.0012444856,0.021419449,0.0007315489,0.0035199893,0.0006879549],"about_ca_topic_score_codex":0.000044483542,"about_ca_topic_score_gemma":0.00006374711,"teacher_disagreement_score":0.9477284,"about_ca_system_score_codex":0.000027817176,"about_ca_system_score_gemma":0.000040581726,"threshold_uncertainty_score":0.86185193},"labels":[],"label_agreement":null},{"id":"W7066768914","doi":"","title":"Investigating the content and structure of post-secondary preparation courses at McMaster University","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Transition (genetics); Content (measure theory); Content analysis; Higher education","score_opus":0.03267967808387642,"score_gpt":0.2437027277795458,"score_spread":0.21102304969566937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066768914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25907803,0.00004620341,0.00015144107,0.00022107385,0.00091588974,0.000637334,0.003445049,0.0000696269,0.73543537],"genre_scores_gemma":[0.24916343,0.000051399187,0.00013330202,0.000028950017,0.00019357612,3.8463654e-7,0.00040987052,0.000039402774,0.7499797],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986595,0.000108411754,0.00025439836,0.00041651982,0.00031719604,0.00024395782],"domain_scores_gemma":[0.99828005,0.00032142186,0.00053509884,0.00027618383,0.000469682,0.00011754077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007723745,0.00031416956,0.0003806211,0.00013037918,0.00035155602,0.00006211706,0.0002830938,0.00017486115,0.06989934],"category_scores_gemma":[0.000029517058,0.00027686823,0.00017163067,0.00027286552,0.00024657507,0.00027043495,0.00046878247,0.00043221997,0.00004799085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010405155,0.00058650563,0.33749044,0.002484782,0.0061117546,0.00031755597,0.007308886,0.0035701606,0.010001486,0.0146917,0.19641706,0.41997916],"study_design_scores_gemma":[0.00093861256,0.00015070492,0.010317006,0.00036407835,0.0005873042,0.000014024093,0.010057792,0.00015815593,0.001598637,0.000106736115,0.9752651,0.00044187115],"about_ca_topic_score_codex":0.0039510694,"about_ca_topic_score_gemma":0.0022486632,"teacher_disagreement_score":0.778848,"about_ca_system_score_codex":0.0002181632,"about_ca_system_score_gemma":0.00046215838,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W7066814127","doi":"","title":"Inorganic Asian North American Lives: Virtual Dismemberments, Copies and Wellbeing","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Racialization; Narrative; Ambivalence; Asian americans; Temporalities; Subjectivity; Asian studies; Dehumanization","score_opus":0.007381062545111125,"score_gpt":0.22239345021811813,"score_spread":0.215012387673007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066814127","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022196623,0.00009573713,0.000018805913,0.000072283096,0.00060176646,0.00022745486,0.000040269995,0.00009891896,0.97664815],"genre_scores_gemma":[0.30691436,0.0004364303,0.000075122385,0.000026412505,0.00015694891,7.2979157e-7,0.00009551936,0.000028971906,0.6922655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833953,0.00019574247,0.00016192874,0.00051458145,0.00035612602,0.00043209965],"domain_scores_gemma":[0.9988195,0.000050160546,0.00048375555,0.0002904179,0.00007437409,0.00028183075],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007253348,0.0003251865,0.0004530334,0.00016176248,0.0016266252,0.00021338259,0.00060206355,0.0001296462,0.013685936],"category_scores_gemma":[0.000046109875,0.00038867226,0.00010099949,0.00040156557,0.0012360393,0.00038965922,0.000063855485,0.000339428,0.00008529224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012720724,0.00004009113,0.0194936,0.00005543451,0.00013711116,0.00018740202,0.1870483,4.4036994e-7,0.000009539314,0.0017264872,0.0013213282,0.78985304],"study_design_scores_gemma":[0.00016536911,0.00007995843,0.009723,0.00006108916,0.00008105415,9.292367e-7,0.3840836,7.173098e-7,0.0000036358326,0.000009932964,0.60544884,0.00034188127],"about_ca_topic_score_codex":0.0048168395,"about_ca_topic_score_gemma":0.13339813,"teacher_disagreement_score":0.78951114,"about_ca_system_score_codex":0.00031823953,"about_ca_system_score_gemma":0.00039794928,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W7066842009","doi":"","title":"Investigating COVID-19 impacts on independent cinemas, local film viewing habits, and demographics for the Westdale","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Attendance; Demographics; Key (lock); Event (particle physics)","score_opus":0.06776725106473665,"score_gpt":0.2977007501809667,"score_spread":0.22993349911623007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066842009","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029602805,0.0005648541,0.019533494,0.0062297084,0.00081677013,0.003746105,0.0007453933,0.00020611011,0.96519727],"genre_scores_gemma":[0.027075486,0.0005359335,0.00034447067,0.0005046928,0.0006763242,0.000043009815,0.00032055585,0.00012617726,0.97037333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741054,0.00013357526,0.00033862027,0.00067025714,0.00086557376,0.00058144075],"domain_scores_gemma":[0.9973991,0.0010978972,0.00031513834,0.000459993,0.00023211127,0.00049578387],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073205185,0.00042772564,0.00044539818,0.0003137916,0.000628238,0.000167876,0.000546611,0.00020386079,0.15467176],"category_scores_gemma":[0.00016362368,0.0003655692,0.000248388,0.00071770593,0.0002671914,0.000039750823,0.0006722246,0.0007591735,0.00002333931],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004788907,0.00006337173,0.04576815,0.0008396946,0.00042007872,0.00004790254,0.00029343422,0.00038344818,0.0000253674,0.0014827374,0.074320465,0.8763075],"study_design_scores_gemma":[0.0011832244,0.00016724915,0.0039179847,0.00030402845,0.00021949901,0.000003002846,0.003430562,0.0019142749,0.00001164307,0.000097319935,0.9883713,0.00037989565],"about_ca_topic_score_codex":0.004149995,"about_ca_topic_score_gemma":0.002090186,"teacher_disagreement_score":0.9140509,"about_ca_system_score_codex":0.00012744033,"about_ca_system_score_gemma":0.001542056,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W7066935422","doi":"","title":"The Interactive Process of Negotiating Workplace Accommodations for Employees with a Mental Health Condition","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Negotiation; Mental health; Qualitative research; Constructive; Reasonable accommodation; Process (computing); Participant observation; Accommodation","score_opus":0.0189461118745095,"score_gpt":0.3203305007423736,"score_spread":0.3013843888678641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066935422","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14489664,0.00016283979,0.00073599664,0.006610604,0.0023187164,0.005702659,0.0003367589,0.00012838507,0.8391074],"genre_scores_gemma":[0.3307044,0.00006292134,0.00018046987,0.000069172434,0.00007434225,0.000024852554,0.00090750464,0.000028043096,0.6679483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988804,0.00016886613,0.00019037911,0.00024413697,0.0002762831,0.000239947],"domain_scores_gemma":[0.99875396,0.000281221,0.00046847956,0.00014074455,0.0002798258,0.000075740885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020306761,0.00014393283,0.00020405861,0.0000697498,0.0009099653,0.0001159327,0.00031937505,0.0000888585,0.0030896778],"category_scores_gemma":[0.00004860969,0.00012555794,0.00007459323,0.0003305979,0.00013341123,0.0003362289,0.00001648338,0.00014073068,0.000008015329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030958666,0.0012760408,0.012526342,0.0011467589,0.00072452315,5.911955e-7,0.5566411,0.0006557526,0.000014272991,0.07276045,0.014673432,0.3364849],"study_design_scores_gemma":[0.00048714317,0.00018854006,0.0007110574,0.0002918878,0.000044425087,1.0771961e-7,0.6855256,0.00003738327,0.000023951097,0.0001358241,0.31239584,0.00015824068],"about_ca_topic_score_codex":0.0012610027,"about_ca_topic_score_gemma":0.024037927,"teacher_disagreement_score":0.33632666,"about_ca_system_score_codex":0.00041781046,"about_ca_system_score_gemma":0.0009484444,"threshold_uncertainty_score":0.9978216},"labels":[],"label_agreement":null},{"id":"W7067258529","doi":"","title":"The Language of Trauma: A Linguistic Analysis of Interviews with Holocaust Survivors","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"The Holocaust; Emotionality; Linguistic analysis; Holocaust survivors; Statistical analysis; Population","score_opus":0.012488743397471287,"score_gpt":0.2279678828368577,"score_spread":0.21547913943938643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067258529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8133257,0.00022219238,0.00018202668,0.00000701562,0.0007819756,0.00020924353,0.00011168736,0.0000613086,0.18509886],"genre_scores_gemma":[0.5817937,0.000036553134,0.000101487014,0.0000052060486,0.000045676636,0.0000010553057,0.00023429739,0.000028817805,0.41775316],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988775,0.00011914623,0.0002699552,0.0002922892,0.00026243858,0.0001786612],"domain_scores_gemma":[0.9988347,0.00013737103,0.0004666636,0.00034164247,0.00018047725,0.000039115526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018215312,0.000197497,0.000476384,0.00031028938,0.00009598465,0.00002650896,0.00041086884,0.00014066385,0.009254175],"category_scores_gemma":[0.000036835423,0.0001395851,0.00020126953,0.0015823672,0.000103893755,0.000050292416,0.00004254533,0.00014528733,0.0000162971],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009366542,0.00043727792,0.011950742,0.004994736,0.012977006,0.00071777054,0.16418445,0.004593874,0.13069442,0.0076197865,0.0018468392,0.6506165],"study_design_scores_gemma":[0.0040263305,0.0023052436,0.09610062,0.0022373365,0.035189945,0.000008712714,0.51765287,0.0011745105,0.21799962,0.0002496588,0.12026958,0.002785583],"about_ca_topic_score_codex":0.0025464683,"about_ca_topic_score_gemma":0.099882305,"teacher_disagreement_score":0.64783096,"about_ca_system_score_codex":0.00003949377,"about_ca_system_score_gemma":0.00004865437,"threshold_uncertainty_score":0.9916515},"labels":[],"label_agreement":null},{"id":"W7067421438","doi":"","title":"Measuring Quality of Life in Persons with Dementia","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fondation Brain Canada; Alzheimer's Association","keywords":"Dementia; Quality of life (healthcare); Reliability (semiconductor); Activities of daily living; Active listening; Health related quality of life; Psychometrics; MEDLINE","score_opus":0.047948004463787504,"score_gpt":0.2821893777962488,"score_spread":0.2342413733324613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067421438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59968024,0.000100340214,0.000027611291,0.000041391926,0.000056330548,0.00041043776,0.000014661031,0.00003952309,0.39962947],"genre_scores_gemma":[0.5082652,0.000043251326,0.00008927599,0.00001877757,0.000020852827,0.0000026840014,0.00018477713,0.000034063567,0.4913411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982342,0.00013625821,0.00027169302,0.000391133,0.0006289555,0.00033772457],"domain_scores_gemma":[0.9991899,0.000055472017,0.00018486707,0.00019555018,0.00020856535,0.000165635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023073785,0.00022573839,0.00051262847,0.00050173,0.000054936914,0.000016688839,0.00017149093,0.00016127632,0.024475217],"category_scores_gemma":[0.000048220194,0.00022267627,0.00014042364,0.0008749167,0.00005676074,0.00010017356,0.000056160152,0.000366258,0.00005392721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045634666,0.00038799408,0.9257998,0.002650281,0.0011365976,0.0004057913,0.0015073871,0.0000062401014,0.0015531642,0.00014228543,0.0002713249,0.061575696],"study_design_scores_gemma":[0.004815363,0.00041406372,0.9535729,0.0012311763,0.00047604993,0.0000012959234,0.031655807,0.000016506698,0.0010527879,0.000009665961,0.006456481,0.0002979015],"about_ca_topic_score_codex":0.0009865607,"about_ca_topic_score_gemma":0.007742712,"teacher_disagreement_score":0.09171163,"about_ca_system_score_codex":0.00012072679,"about_ca_system_score_gemma":0.00040940792,"threshold_uncertainty_score":0.9764165},"labels":[],"label_agreement":null},{"id":"W7067565715","doi":"","title":"The Madness of Love: Simone Weil's Kenotic Theology of Decreation","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Mysticism; Relation (database); Modernity; Transcendence (philosophy); Power (physics); Hymn; Reading (process); Sovereignty; Enlightenment","score_opus":0.005805631498301127,"score_gpt":0.18165395919923608,"score_spread":0.17584832770093495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067565715","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060888976,0.0018057261,0.010896146,0.000027215203,0.0020839218,0.00037528726,0.00005031046,0.00013480295,0.9237376],"genre_scores_gemma":[0.35679597,0.0006547094,0.00020129912,0.000003440065,0.000032523993,4.9056956e-7,0.00010675967,0.000033957414,0.64217085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992657,0.000051163992,0.00022660257,0.00015951222,0.00012625566,0.00017078701],"domain_scores_gemma":[0.9993142,0.00014082452,0.00013977317,0.0002456279,0.00012789204,0.000031711472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065758526,0.00019271043,0.00030533498,0.00014324138,0.000062370666,0.000007671303,0.0003441328,0.0002916662,0.002433668],"category_scores_gemma":[0.00002100027,0.00017445681,0.000114271024,0.00036439564,0.000021463242,0.000045101227,0.000040008916,0.00021197007,0.000010396277],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084552175,0.00013467688,0.00034455085,0.004291649,0.001346028,0.00004138209,0.004171935,0.067337744,0.010019586,0.039155703,0.0013390947,0.87097216],"study_design_scores_gemma":[0.007467542,0.00067316275,0.0022399207,0.0053754575,0.004190813,0.000011873605,0.07413053,0.130357,0.27650088,0.011657985,0.4841934,0.003201421],"about_ca_topic_score_codex":0.00004407735,"about_ca_topic_score_gemma":0.00051690085,"teacher_disagreement_score":0.86777073,"about_ca_system_score_codex":0.00006081268,"about_ca_system_score_gemma":0.00006828741,"threshold_uncertainty_score":0.99847823},"labels":[],"label_agreement":null},{"id":"W7067702842","doi":"","title":"Nanomaterials-based electrochemical sensors for health and environmental monitoring","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electrochemical gas sensor; Nanomaterials; Detection limit; Amperometry; Electrode; Electrochemistry; Bisphenol A","score_opus":0.02312568763402109,"score_gpt":0.2029171246532883,"score_spread":0.1797914370192672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067702842","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4288263,0.0029729765,0.0002116557,0.00024159474,0.010711718,0.0016586847,0.0040829876,0.0003437662,0.5509503],"genre_scores_gemma":[0.014486517,0.0003918025,0.000321794,0.000033923272,0.00012777942,0.000005549331,0.0005492127,0.000047562728,0.98403585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986807,0.000009844233,0.0002979497,0.00062048907,0.000029876317,0.0003611009],"domain_scores_gemma":[0.99935585,0.000042395393,0.00032563647,0.00014553755,0.0000070137608,0.00012356036],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013221044,0.00022996707,0.00048799784,0.00021271393,0.00022715477,0.00007419694,0.00017173197,0.00015768099,0.01233016],"category_scores_gemma":[0.000014410997,0.00031711458,0.00013031473,0.00010936832,0.0000493943,0.000098624536,0.00004942987,0.00008934001,0.0006784134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012267732,0.001988797,0.10474027,0.014881836,0.008527838,0.000306485,0.06204763,0.0005883252,0.013307724,0.07361155,0.4075117,0.3002201],"study_design_scores_gemma":[0.0016370568,0.00015286953,0.00076144154,0.00010623358,0.000036736325,9.7761e-7,0.014215473,0.00039085996,0.0014939754,0.00029448015,0.9802194,0.00069044787],"about_ca_topic_score_codex":0.000042126216,"about_ca_topic_score_gemma":0.000015762085,"teacher_disagreement_score":0.5727077,"about_ca_system_score_codex":0.00028446337,"about_ca_system_score_gemma":0.000036144324,"threshold_uncertainty_score":0.9999281},"labels":[],"label_agreement":null},{"id":"W7067774895","doi":"","title":"Multi-Site Structural Magnetic Resonance Imaging of Myelin","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Similarity (geometry); SIGNAL (programming language); Covariate; Magnetic resonance imaging; Data set; Sample (material); Set (abstract data type); Pattern recognition (psychology); Scanner","score_opus":0.005154489835096943,"score_gpt":0.21876747134739774,"score_spread":0.2136129815123008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067774895","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5289593,0.017779442,0.0014474551,0.000024508094,0.00033504146,0.0010168471,0.00014441778,0.00011400796,0.450179],"genre_scores_gemma":[0.16311157,0.00031892306,0.0034356196,0.000044669527,0.000060271323,9.2815037e-7,0.0012110616,0.000058045436,0.8317589],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873143,0.00006900722,0.00022963718,0.0005721514,0.00016153441,0.0002362078],"domain_scores_gemma":[0.9989716,0.00000745795,0.0002482087,0.00052490673,0.00019401491,0.00005383731],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052635514,0.0002979881,0.0003268265,0.00015167652,0.00004823753,0.000024011211,0.00044807687,0.00025769672,0.007208678],"category_scores_gemma":[0.000014925791,0.00034578066,0.0002483716,0.00022884095,0.00006222344,0.00001142038,0.0001460388,0.00018599795,0.00002502489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043672297,0.000040265786,0.014054697,0.00021192452,0.000074848664,0.000047465524,0.00022738054,0.000017329769,0.56889474,0.000016187338,0.0015559555,0.41442248],"study_design_scores_gemma":[0.001943552,0.00032093533,0.020113412,0.00030330438,0.00049783965,0.000010186893,0.0022510653,0.0015141903,0.33647755,0.000011571673,0.6353775,0.0011788873],"about_ca_topic_score_codex":0.0001866589,"about_ca_topic_score_gemma":0.00077547634,"teacher_disagreement_score":0.63382155,"about_ca_system_score_codex":0.000036646314,"about_ca_system_score_gemma":0.00008106465,"threshold_uncertainty_score":0.99989945},"labels":[],"label_agreement":null},{"id":"W7067791474","doi":"","title":"The nap gap: How stopping naps early links to language and anxiety in preschool children","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Nap; Anxiety; Psychosocial; Language development; Longitudinal study","score_opus":0.0062965570180362074,"score_gpt":0.19196825932969158,"score_spread":0.18567170231165536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067791474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048374464,0.0011973303,0.00009669176,0.000331028,0.00017258308,0.0014291637,0.00043283458,0.00039437527,0.99110854],"genre_scores_gemma":[0.0033472,0.00016828347,0.0003487749,0.00013873067,0.00018530816,0.0000038509233,0.000035672383,0.00044662008,0.99532557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974844,0.0003260105,0.00017579332,0.0009426603,0.00036498895,0.00070613634],"domain_scores_gemma":[0.9986235,0.00007746798,0.00020966132,0.00079055753,0.00004713573,0.00025168012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017482923,0.0006007239,0.0005122989,0.00088344456,0.00019758775,0.00033091687,0.0010675954,0.0007659466,0.016104326],"category_scores_gemma":[0.000055986722,0.00057144964,0.00013711427,0.0015588809,0.00015388518,0.0001985611,0.0009388712,0.0012231307,0.0005316294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000544239,0.0001313202,0.06364495,0.00024240266,0.0011285502,0.00035986464,0.0031010683,0.00003620098,0.0005659743,0.0030515625,0.47099993,0.45619392],"study_design_scores_gemma":[0.0014339751,0.000051886247,0.011521912,0.00066594075,0.00012112453,0.0000044601225,0.001549494,0.000012083427,0.00003473886,0.00000966423,0.9839661,0.00062858517],"about_ca_topic_score_codex":0.0024540196,"about_ca_topic_score_gemma":0.010490736,"teacher_disagreement_score":0.5129662,"about_ca_system_score_codex":0.0003352925,"about_ca_system_score_gemma":0.00012770561,"threshold_uncertainty_score":0.9996737},"labels":[],"label_agreement":null},{"id":"W7067839375","doi":"","title":"Needs assessment for a coding teacher training program","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; Diafiltration; TSG101; Articular cartilage damage; Proteogenomics; Dysgeusia","score_opus":0.06732582068024216,"score_gpt":0.27111303115453445,"score_spread":0.20378721047429227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067839375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023603106,0.00016040383,0.0046240697,0.00013109545,0.0005531215,0.0006404164,0.00016489007,0.00015102485,0.99333894],"genre_scores_gemma":[0.014736846,0.00014607901,0.008534609,0.000053449017,0.00030129432,0.0000026978516,0.00105732,0.000010110668,0.9751576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981748,0.00011260805,0.0002695957,0.0004216002,0.00061221013,0.00040918024],"domain_scores_gemma":[0.9990356,0.000120075274,0.0002547964,0.0001937146,0.000262122,0.00013368181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005816816,0.00030114193,0.00046838378,0.0005129045,0.00028138707,0.00016700599,0.00041134437,0.00024641826,0.10200131],"category_scores_gemma":[0.00004999253,0.0003029804,0.00035719547,0.00084656046,0.00005196237,0.00021751366,0.000030373405,0.0003152248,0.000020615866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002652897,0.000026550078,0.028872157,0.00019228317,0.00036529146,0.000012777379,0.0001991325,0.00019804636,0.0000028110862,0.000052985677,0.006561198,0.96349025],"study_design_scores_gemma":[0.000528952,0.00011131673,0.006592099,0.00022730383,0.00058655906,0.0000017667583,0.002723476,0.005452157,0.0000017426241,0.00004780757,0.9833686,0.0003582442],"about_ca_topic_score_codex":0.0006016451,"about_ca_topic_score_gemma":0.0026134504,"teacher_disagreement_score":0.97680736,"about_ca_system_score_codex":0.00010255906,"about_ca_system_score_gemma":0.0008983771,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W7067843453","doi":"","title":"A MULTI-YEAR STREAM TEMPERATURE ANALYSIS IN THE WOLF CREEK RESEARCH BASIN, YUKON TERRITORY","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Permafrost; Hydrology (agriculture); Climate change; Snowmelt","score_opus":0.021480173281850368,"score_gpt":0.25050213532620064,"score_spread":0.22902196204435027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067843453","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53756934,0.0010421374,0.00003859055,0.000052017127,0.00044145805,0.0003169926,0.00006808122,0.00017438094,0.460297],"genre_scores_gemma":[0.41007075,0.0001145728,0.00045336474,0.000020817313,0.0001729113,0.0000035565884,0.0006452601,0.0000597926,0.588459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981516,0.0002792706,0.0002066664,0.00046539181,0.00044701522,0.00045003387],"domain_scores_gemma":[0.9992607,0.00009832941,0.000048856586,0.00037806074,0.00013233084,0.00008167511],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029492148,0.00029431324,0.0003990555,0.00074577384,0.00023171493,0.00032775503,0.0005871683,0.00045745866,0.0097646965],"category_scores_gemma":[0.000031265605,0.00029442844,0.00021428306,0.0029242395,0.000039024504,0.00019040202,0.000048403774,0.0014590491,0.000023120785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011153362,0.002168343,0.12661591,0.012196872,0.0118371295,0.013304042,0.118936636,0.16398634,0.024886705,0.00067120855,0.103506014,0.42077547],"study_design_scores_gemma":[0.0036838683,0.00020789074,0.08552965,0.003812994,0.0025622987,0.000018282339,0.41512388,0.023134343,0.0014411112,0.000048169382,0.4611308,0.003306726],"about_ca_topic_score_codex":0.0010299383,"about_ca_topic_score_gemma":0.052163914,"teacher_disagreement_score":0.41746876,"about_ca_system_score_codex":0.00023542444,"about_ca_system_score_gemma":0.000088925786,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W7067863184","doi":"","title":"Multi-hazard Response and Fragility Modeling of Bridges with Shallow Foundations","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Fragility; Bridge (graph theory); Foundation (evidence); Shallow foundation; Probabilistic logic; Loss and damage","score_opus":0.051111426251773215,"score_gpt":0.2186337927390455,"score_spread":0.1675223664872723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067863184","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4350604,0.00039085164,0.0013664784,0.00007072128,0.0010902572,0.00036766584,0.0009882601,0.00009164822,0.5605737],"genre_scores_gemma":[0.10925452,0.00017653288,0.00078422914,0.000009514993,0.000016250127,0.0000017121106,0.00009372904,0.000028875356,0.88963467],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987647,0.000023137298,0.00032843676,0.00061751896,0.000042740914,0.00022349462],"domain_scores_gemma":[0.9992114,0.00006233122,0.00032680796,0.00025493445,0.00007381084,0.00007075791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030187433,0.00021648576,0.000498491,0.00035807196,0.00018784468,0.000065119864,0.00023782926,0.00014790792,0.017551836],"category_scores_gemma":[0.0000484762,0.00026345745,0.00010735122,0.00031370117,0.00010412742,0.00024289713,0.000098917,0.00014631143,0.00062120217],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029649224,0.0023856945,0.47057533,0.0067970925,0.012044725,0.00064031454,0.11959435,0.07416821,0.00030619395,0.13051017,0.02985559,0.1234731],"study_design_scores_gemma":[0.007335074,0.00043026853,0.17940226,0.00076950365,0.00044730058,0.000005407957,0.1335852,0.17623773,0.00004981576,0.0014119273,0.49756083,0.0027646895],"about_ca_topic_score_codex":0.0006048391,"about_ca_topic_score_gemma":0.0022237739,"teacher_disagreement_score":0.46770522,"about_ca_system_score_codex":0.00012000903,"about_ca_system_score_gemma":0.000049997823,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W7067877541","doi":"","title":"Mental Health of Children &amp; Youth in Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Ethnic group; Population; Census; Life course approach; Acculturation","score_opus":0.022824278741917576,"score_gpt":0.2746635437420034,"score_spread":0.25183926500008585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067877541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35503578,0.00039559542,0.0000014946874,0.0003816304,0.00053334475,0.00032159017,0.0001623277,0.000010672924,0.64315754],"genre_scores_gemma":[0.12594971,0.0007238871,0.00002728499,0.00003991948,0.000070383554,2.9101048e-7,0.0009178516,0.0000136245,0.87225705],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99821407,0.00031084914,0.00019358665,0.00026789174,0.0006293804,0.00038424396],"domain_scores_gemma":[0.99944687,0.000020556232,0.0001598272,0.00012864286,0.00009184735,0.00015228434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020196628,0.00012650246,0.0003076576,0.00014145297,0.00026235462,0.000031084386,0.00041924987,0.0001306248,0.037022643],"category_scores_gemma":[0.000025403224,0.00016065218,0.00008085001,0.00079911895,0.00006238119,0.0001300845,0.000063327054,0.0003028685,0.000010761555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003836857,0.0002598049,0.20771329,0.0005321435,0.00028484606,0.000092856084,0.17224105,0.000030957515,0.000044346503,0.002127561,0.011785045,0.6045044],"study_design_scores_gemma":[0.0009910614,0.00003696464,0.058441933,0.0005194237,0.00003965165,4.1196049e-7,0.657987,0.0000018242713,0.000079480145,0.000046429202,0.28133997,0.00051587424],"about_ca_topic_score_codex":0.99606,"about_ca_topic_score_gemma":0.9999166,"teacher_disagreement_score":0.6039885,"about_ca_system_score_codex":0.0015835756,"about_ca_system_score_gemma":0.0076986984,"threshold_uncertainty_score":0.9979267},"labels":[],"label_agreement":null},{"id":"W7069764715","doi":"","title":"Ontario and social policy reform: From offside to offensive?","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public policy; Social policy; Government (linguistics); Field (mathematics)","score_opus":0.008230576621914787,"score_gpt":0.16723665829963466,"score_spread":0.15900608167771987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069764715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5460161,0.000031361025,0.0016994455,0.0033801734,0.000360244,0.00017313399,0.000013584227,0.000260121,0.44806585],"genre_scores_gemma":[0.632756,0.000021462274,0.0029919613,0.0008169018,0.0006570909,0.0000030719118,0.0000336541,0.00004281467,0.36267707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995426,0.000005953165,0.000065610155,0.00012738726,0.00007126306,0.0001871994],"domain_scores_gemma":[0.9997537,0.00000662314,0.000008388252,0.00007475548,0.000024922334,0.00013156979],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000010967874,0.00010688337,0.00010495068,0.00008647992,0.000046741436,0.000029904357,0.000098011486,0.00008267994,0.0275638],"category_scores_gemma":[0.000002213214,0.00011196329,0.000021558188,0.00019249316,0.000023857825,0.00012049864,0.00005459925,0.00011370597,0.00026785454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013018615,0.000022251677,0.0008712656,0.0000716047,0.00009189692,0.000010104461,0.0046396246,0.00012505354,0.0031308054,0.00082343427,0.022099562,0.9681014],"study_design_scores_gemma":[0.0002436538,0.000016862174,0.060201183,0.000014240441,0.000011846182,0.0000012704843,0.0006874121,0.000337417,0.00018849202,0.00013893544,0.937983,0.00017574138],"about_ca_topic_score_codex":0.059370607,"about_ca_topic_score_gemma":0.008601668,"teacher_disagreement_score":0.9679256,"about_ca_system_score_codex":0.00041352154,"about_ca_system_score_gemma":0.00002947545,"threshold_uncertainty_score":0.97332513},"labels":[],"label_agreement":null},{"id":"W7070342174","doi":"","title":"PERINATAL DETERMINANTS OF OFFSPRING NEURODEVELOPMENT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Offspring; Pregnancy; Cognition; Psychological intervention; Intervention (counseling); Affect (linguistics); Cognitive development; Disease","score_opus":0.01926402715528309,"score_gpt":0.24709073574443471,"score_spread":0.22782670858915163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070342174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.189363,0.0000220217,0.0000013885611,0.000012260959,0.00094044453,0.00015245628,0.000012733402,0.000068598136,0.8094271],"genre_scores_gemma":[0.054135647,0.00013225299,0.00006642926,0.000008424727,0.000054596865,6.687341e-7,0.000028070179,0.00002688526,0.94554704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883354,0.00004530295,0.00016915779,0.00028250774,0.00036803618,0.000301446],"domain_scores_gemma":[0.9994415,0.000042999713,0.00017682851,0.00012076305,0.00009131638,0.00012656712],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009524936,0.00016445298,0.00026286757,0.00015702916,0.00009178564,0.000044361997,0.00042034974,0.0001780754,0.009690146],"category_scores_gemma":[0.000049667782,0.00019650528,0.000120286735,0.0004562984,0.00008651917,0.00018982578,0.000085125335,0.00013863062,0.000094711926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047218502,0.00001978389,0.0020961247,0.00015207562,0.000024255836,0.0001418019,0.010560443,0.0000018242362,0.000025334151,0.00070928724,0.00013969991,0.98608214],"study_design_scores_gemma":[0.00020070464,0.000029219853,0.013966426,0.00022798625,0.00003322784,3.157015e-7,0.0342323,0.0000038568382,0.0002529365,0.000015747157,0.950817,0.00022028947],"about_ca_topic_score_codex":0.00050878443,"about_ca_topic_score_gemma":0.01539936,"teacher_disagreement_score":0.98586184,"about_ca_system_score_codex":0.00010992755,"about_ca_system_score_gemma":0.0003400033,"threshold_uncertainty_score":0.9912151},"labels":[],"label_agreement":null},{"id":"W7070415584","doi":"","title":"Physical Activity and Markers of Cardiovascular Health: Understanding the Influence of Menopause and Stroke","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada; Canadian Institutes of Health Research; AGE-WELL; McMaster University","keywords":"Cardiorespiratory fitness; Aerobic exercise; Stroke (engine); Blood pressure; Body mass index; Menopause; Waist; Population; Cardiovascular health","score_opus":0.035425160708609585,"score_gpt":0.27798624718167064,"score_spread":0.24256108647306107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070415584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876743,0.00063446705,0.000020307625,0.000114239425,0.00005890674,0.0006692854,0.000067479676,0.000020673342,0.010740347],"genre_scores_gemma":[0.9606123,0.001068352,0.000030473075,0.000017965569,0.000017648594,0.0000010664323,0.000026881604,0.000028678343,0.038196653],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998852,0.00012275596,0.00015361015,0.0002971466,0.00033229482,0.0002421487],"domain_scores_gemma":[0.99908257,0.00013158457,0.0002627323,0.00027556592,0.000059059814,0.00018846785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016082128,0.00021846694,0.0006841879,0.00014468987,0.0001327085,0.000010093524,0.00007824312,0.0001145882,0.00014585681],"category_scores_gemma":[0.00002334856,0.00017229255,0.000045946632,0.00028471972,0.00012440456,0.0000960018,0.000053466087,0.00023457105,0.0000010947637],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022365775,0.0013242746,0.015296426,0.041017268,0.025104232,0.00081262225,0.026699517,0.0007183403,0.018514628,0.0026611688,0.00046753648,0.8450182],"study_design_scores_gemma":[0.03352551,0.021226391,0.8119035,0.010182926,0.015938671,0.00008438711,0.08137987,0.0005362109,0.003400401,0.00060202973,0.019618558,0.0016015635],"about_ca_topic_score_codex":0.0020522026,"about_ca_topic_score_gemma":0.00037817057,"teacher_disagreement_score":0.84341663,"about_ca_system_score_codex":0.00021548192,"about_ca_system_score_gemma":0.00022243566,"threshold_uncertainty_score":0.7025886},"labels":[],"label_agreement":null},{"id":"W7070444964","doi":"","title":"Prevalence and Clinical Relevance of Abnormal Ventilation in Lung Cancer Patients prior to Lung Resection","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Lung cancer; Ventilation (architecture); Clinical significance; Pulmonary function testing; Lung; Airway obstruction; Pneumonectomy; Mechanical ventilation","score_opus":0.011418066073798217,"score_gpt":0.2960584506981556,"score_spread":0.2846403846243574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070444964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756168,0.0018392408,0.000006220345,0.0000796857,0.0008250247,0.001097239,0.000034922374,0.00002432252,0.020476514],"genre_scores_gemma":[0.7862729,0.0034836144,0.00012865526,0.000031852625,0.000104562205,0.000014807723,0.0001340695,0.00003784734,0.2097917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986668,0.000052111907,0.00034427948,0.0005031515,0.00025716072,0.00017648646],"domain_scores_gemma":[0.9993463,0.00005781334,0.0001791652,0.00016012575,0.00014681961,0.00010978115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000887981,0.00019816987,0.00036235023,0.00024056276,0.0000371413,0.000016214875,0.000077792,0.00021790912,0.0030866042],"category_scores_gemma":[0.000028949717,0.00020206462,0.000110100365,0.0004203645,0.000023833112,0.00013818797,0.000050341518,0.00027732836,0.0000074486843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002292412,0.0002700789,0.8647492,0.0048907106,0.00022655039,0.00005071816,0.0008076872,0.000020756823,0.000013835363,0.00002825281,0.00057777914,0.12607203],"study_design_scores_gemma":[0.0021139318,0.0005131766,0.98044115,0.007007931,0.0010769502,7.6199626e-7,0.00021573891,0.00029670008,0.00031322488,0.000003992013,0.007831605,0.00018480892],"about_ca_topic_score_codex":0.00038111064,"about_ca_topic_score_gemma":0.0036129465,"teacher_disagreement_score":0.18934394,"about_ca_system_score_codex":0.0006961126,"about_ca_system_score_gemma":0.00016246304,"threshold_uncertainty_score":0.9978247},"labels":[],"label_agreement":null},{"id":"W7070479415","doi":"","title":"One-Point Matter PDF’s Beyond TopHat Filters","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Probability density function; Gaussian; Sensitivity (control systems); Probability distribution; Redshift; Window function; Function (biology); Field (mathematics)","score_opus":0.015134388114541339,"score_gpt":0.17975501499446045,"score_spread":0.1646206268799191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070479415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001293142,0.00008809225,0.000010790897,0.0004960509,0.0015757134,0.0002489542,0.00012042808,0.00009256342,0.99607426],"genre_scores_gemma":[0.0013908055,0.00004030253,0.00006830219,0.0022804174,0.00026702686,0.00000158638,0.0012771727,0.000024256404,0.9946501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988369,0.00003727185,0.00029630636,0.00030735688,0.00022966124,0.00029254],"domain_scores_gemma":[0.9992065,0.000036229394,0.00025080572,0.0002798795,0.00014172256,0.00008488984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003441322,0.0003183221,0.00034515042,0.00028385725,0.0003630584,0.0006456971,0.0005277291,0.00019061509,0.83727676],"category_scores_gemma":[0.0000019318475,0.0003484189,0.00020383572,0.00011818818,0.000060115297,0.0017250082,0.000116992414,0.0002668282,0.0041818754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005989845,0.0001457786,0.00015775936,0.0024489604,0.0007261117,0.000034849316,0.0766089,0.000018811907,0.000012248893,0.38734493,0.32171705,0.2101856],"study_design_scores_gemma":[0.00042751717,0.000036024045,0.00012568547,0.00021647986,0.00012318221,2.5976217e-7,0.049737785,0.000021444806,0.00010539882,0.00062111364,0.948215,0.00037011664],"about_ca_topic_score_codex":0.000385255,"about_ca_topic_score_gemma":0.0035943494,"teacher_disagreement_score":0.8330949,"about_ca_system_score_codex":0.000078673285,"about_ca_system_score_gemma":0.000094259776,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W7070493187","doi":"","title":"Pore-water Feedbacks and Resilience to Decay in Peat-filled Bedrock Depressions of the Canadian Shield","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Resilience (materials science); Bedrock; Shield; Erosion; Psychological resilience","score_opus":0.01137730070685306,"score_gpt":0.20216712069369824,"score_spread":0.1907898199868452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070493187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046103448,0.00011705457,0.0000013725659,0.000076826436,0.0005581651,0.00018798611,0.0000523853,0.000008306747,0.95289445],"genre_scores_gemma":[0.45239326,0.0000080808995,0.000019773193,0.000053417996,0.00010650268,7.958538e-7,0.000025421308,0.000010637062,0.5473821],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991756,0.000035402296,0.00015317688,0.00025113786,0.00014087529,0.00024377603],"domain_scores_gemma":[0.9994803,0.000023556591,0.000063807885,0.00017886862,0.00013397181,0.00011946676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043853845,0.00016767354,0.00022429173,0.000178969,0.0005154017,0.00004620353,0.00029126854,0.00010711594,0.022845432],"category_scores_gemma":[0.000028540086,0.00011663387,0.000058753125,0.00009068284,0.00011491439,0.000034966706,0.00009349402,0.00018422793,0.000013636611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005299682,0.00016851124,0.009333197,0.000706362,0.00025208344,0.0003603155,0.78784907,0.000029365334,0.00018965625,0.12414476,0.0213126,0.055124104],"study_design_scores_gemma":[0.00019713084,0.00004826683,0.0014706199,0.00019676835,0.00007027516,3.791352e-7,0.017886639,0.0000033637846,0.00025948384,0.00006261646,0.9795856,0.00021889797],"about_ca_topic_score_codex":0.08362313,"about_ca_topic_score_gemma":0.96410775,"teacher_disagreement_score":0.95827293,"about_ca_system_score_codex":0.00012278414,"about_ca_system_score_gemma":0.00009279668,"threshold_uncertainty_score":0.97804785},"labels":[],"label_agreement":null},{"id":"W7070538633","doi":"","title":"Public engagement in health policymaking for older adults","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; Strong","keywords":"Public engagement; Stakeholder engagement; Public health; Mirroring; Health care; Stakeholder; Community engagement; Politics; Health policy","score_opus":0.049968926095707834,"score_gpt":0.3106290840008666,"score_spread":0.26066015790515873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070538633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023682088,0.0043414715,0.00033554493,0.050493024,0.022476539,0.004800154,0.00009175484,0.0007048047,0.89307463],"genre_scores_gemma":[0.18272598,0.000052162042,0.0009926937,0.0012431248,0.0008991975,0.000020269388,0.0011155838,0.00020021661,0.81275076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750227,0.00035503253,0.0003847973,0.0007632569,0.00029628468,0.00069837103],"domain_scores_gemma":[0.99880385,0.0002159451,0.00036344517,0.00031055225,0.00013008401,0.00017612132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050368276,0.0003886357,0.0003963081,0.0008868315,0.00031087027,0.00026802722,0.00042279458,0.00033085456,0.007725867],"category_scores_gemma":[0.00008536983,0.00047884724,0.00018450434,0.00090930914,0.000034080374,0.00046389905,0.000015239555,0.0008032726,0.00008631156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013281328,0.0003959391,0.0004752516,0.0056379386,0.000113573056,0.000018215807,0.093380675,0.000009605308,0.000013417364,0.005477195,0.018414643,0.8747354],"study_design_scores_gemma":[0.0013527347,0.00015578314,0.0027600073,0.0027007426,0.00011971633,0.0000031983081,0.122773774,0.000106919855,0.000047345435,0.00035610204,0.8691565,0.00046717437],"about_ca_topic_score_codex":0.0011680663,"about_ca_topic_score_gemma":0.008775652,"teacher_disagreement_score":0.87426823,"about_ca_system_score_codex":0.0011485339,"about_ca_system_score_gemma":0.00049484934,"threshold_uncertainty_score":0.99976635},"labels":[],"label_agreement":null},{"id":"W7070594618","doi":"","title":"Program evaluation of Women's Health Days","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Health care; Event (particle physics); Mental health; Service (business); Health services; Program evaluation; Social Welfare; Public health; Social support","score_opus":0.06803354808601426,"score_gpt":0.30540287563377094,"score_spread":0.2373693275477567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070594618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003385129,0.00072730565,0.000020102563,0.000052716852,0.0009009889,0.0042849532,0.0008186925,0.0004949773,0.98931515],"genre_scores_gemma":[0.008397276,0.0003205421,0.00082322455,0.00004947139,0.00024399965,0.00012313764,0.0014581442,0.00040070928,0.9881835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98979527,0.001764047,0.00075645506,0.00114582,0.0053131087,0.001225322],"domain_scores_gemma":[0.99468154,0.00007080786,0.002112259,0.0010821125,0.0015803381,0.00047293867],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005911745,0.0006642382,0.0012975436,0.0013200704,0.00032457695,0.00005485736,0.0010892083,0.00035606572,0.5569227],"category_scores_gemma":[0.00018261421,0.00082894834,0.00041117662,0.003414877,0.00021438223,0.00032271203,0.00091138046,0.0009769899,0.00033043796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00020016918,0.0006964408,0.0009816401,0.00080533343,0.0006405386,0.00006949446,0.0014504405,0.0007950505,0.000016852428,0.0002628966,0.031223677,0.9628575],"study_design_scores_gemma":[0.0018933152,0.0008090204,0.000882548,0.00018975655,0.0005304853,0.000028526427,0.0049629794,0.0002910916,0.000008936752,0.00004631052,0.98973596,0.0006210795],"about_ca_topic_score_codex":0.0011141668,"about_ca_topic_score_gemma":0.0006170769,"teacher_disagreement_score":0.9622364,"about_ca_system_score_codex":0.029109927,"about_ca_system_score_gemma":0.012588769,"threshold_uncertainty_score":0.9994161},"labels":[],"label_agreement":null},{"id":"W7070681704","doi":"","title":"Predicting the Occurrence of River Ice Breakup Events in Canada using Machine Learning and Hybrid Modelling","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breakup; Limiting; Flood myth; Long-term prediction; Flood stage","score_opus":0.018698704559280698,"score_gpt":0.2330851109070127,"score_spread":0.214386406347732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070681704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710522,0.0010153201,0.00021395646,0.000038806924,0.00072850543,0.00050770486,0.00011597643,0.000030753392,0.12629679],"genre_scores_gemma":[0.93039024,0.00047786333,0.00012922435,0.000019374127,0.00007772979,0.0000010638861,0.00013109657,0.000025815856,0.068747595],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99816525,0.00050308305,0.00019691107,0.0003280202,0.00047207327,0.00033468747],"domain_scores_gemma":[0.9992108,0.00019335999,0.00035593842,0.0001022103,0.000061586026,0.00007614266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029543514,0.00018415795,0.00024845346,0.00011516828,0.00062093866,0.000015619853,0.00041873576,0.00007894269,0.006218921],"category_scores_gemma":[0.000027246488,0.00020423216,0.000048206723,0.0005923698,0.000076450764,0.00018327127,0.00013528486,0.00071443466,3.686401e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032991922,0.000043203556,0.6376913,0.00038885116,0.00016545258,0.00025873078,0.0743386,0.14581163,0.000014507513,0.00028967875,0.00007175441,0.14059637],"study_design_scores_gemma":[0.0015928579,0.00008316451,0.006045701,0.0013709957,0.00048382345,0.000010908974,0.4005858,0.38660756,0.00003966814,0.00015856852,0.2016822,0.0013387727],"about_ca_topic_score_codex":0.92769057,"about_ca_topic_score_gemma":0.97815025,"teacher_disagreement_score":0.6316456,"about_ca_system_score_codex":0.0010447911,"about_ca_system_score_gemma":0.0011046769,"threshold_uncertainty_score":0.9946895},"labels":[],"label_agreement":null},{"id":"W7070699586","doi":"","title":"A Qualitative Study of Resource Allocation Decisions Navigated by Frontline Critical Care Providers During The COVID-19 Pandemic: Educational Insights and Implications","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rationing; Context (archaeology); Qualitative research; Resource allocation; Health care; Resource (disambiguation); Health care rationing; Control (management)","score_opus":0.01964654138533577,"score_gpt":0.33547616678280096,"score_spread":0.3158296253974652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070699586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779468,0.0037597702,0.00065368845,0.0006233747,0.000031926396,0.0009994484,0.00011641244,0.00004475296,0.015823826],"genre_scores_gemma":[0.90875757,0.00013970357,0.00012726491,0.000076198674,0.000036251902,0.000020469022,0.0024797001,0.00003170869,0.08833111],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99854434,0.00030608583,0.00026614382,0.0005752849,0.00017498065,0.0001331789],"domain_scores_gemma":[0.9988775,0.0001791162,0.0001556245,0.00037828527,0.00029748693,0.000111957845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009537002,0.00022183488,0.0002106669,0.0001342037,0.00023119707,0.000050465587,0.00030773066,0.00021785517,0.00046400016],"category_scores_gemma":[0.00023742953,0.00020080517,0.00009226847,0.00034860245,0.0001360139,0.0000145960585,0.0001361657,0.0002252097,0.0000026897235],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018499356,0.0017815486,0.0058444603,0.0019308723,0.0024933082,0.000031584583,0.43162632,0.0001299109,0.47857293,0.001373971,0.039720993,0.034644146],"study_design_scores_gemma":[0.0009640545,0.00037118501,0.0010669704,0.0001264552,0.0009886198,0.000011178604,0.74481326,0.000021185542,0.006721649,0.00035255196,0.24403909,0.00052377506],"about_ca_topic_score_codex":0.00034501482,"about_ca_topic_score_gemma":0.0046358276,"teacher_disagreement_score":0.4718513,"about_ca_system_score_codex":0.00013246447,"about_ca_system_score_gemma":0.000245578,"threshold_uncertainty_score":0.8188597},"labels":[],"label_agreement":null},{"id":"W7070733826","doi":"","title":"Piloting an Interprofessional Virtual Anatomy Dissection Course: Responding to COVID-19","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dissection (medical); MEDLINE; Human anatomy; Work (physics)","score_opus":0.02185589150013947,"score_gpt":0.29424005909663825,"score_spread":0.2723841675964988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070733826","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018159864,0.00012769224,0.005402551,0.0002553092,0.0014267912,0.0007590239,0.0004694467,0.001147632,0.98859555],"genre_scores_gemma":[0.004924383,0.00000585939,0.0013726064,0.0005306189,0.0005899314,0.0000037117845,0.00052099617,0.0011938668,0.990858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99549216,0.0009944097,0.0003400155,0.0015752686,0.00078005897,0.00081807363],"domain_scores_gemma":[0.99719024,0.00014838153,0.0004686754,0.000823244,0.000110909685,0.0012585691],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003796525,0.00080297503,0.0007282003,0.003384549,0.00042827573,0.00018495735,0.0010630373,0.00066941173,0.5714044],"category_scores_gemma":[0.00013989824,0.0009667988,0.0002357491,0.005084278,0.00017221131,0.00037298855,0.0009362606,0.0008642669,0.0015665806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047377124,0.0010960854,0.011054761,0.0006017327,0.0013165346,0.0062888744,0.0039038637,0.0006426881,0.008947437,0.02799609,0.83510417,0.09831003],"study_design_scores_gemma":[0.0014327946,0.0002591639,0.00019878942,0.0012367185,0.00018431483,0.00005681034,0.011012382,0.0001272874,0.000060546732,0.000012365408,0.98436314,0.0010556994],"about_ca_topic_score_codex":0.0005790405,"about_ca_topic_score_gemma":0.007157212,"teacher_disagreement_score":0.5698378,"about_ca_system_score_codex":0.001873714,"about_ca_system_score_gemma":0.0011301197,"threshold_uncertainty_score":0.99927825},"labels":[],"label_agreement":null},{"id":"W7070765707","doi":"","title":"Promouvoir un poids santé par des interventions populationnelles au Canada","year":2012,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.01831581697008881,"score_gpt":0.21253313406832183,"score_spread":0.19421731709823303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070765707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067548295,0.0025011238,0.0023646418,0.00016521123,0.0018053935,0.0012300161,0.0015160699,0.00029724167,0.9833655],"genre_scores_gemma":[0.08716361,0.000049447706,0.004149968,0.000044317694,0.00091855123,0.000004601596,0.00035641345,0.0008592701,0.90645385],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943173,0.0011097302,0.0007585005,0.0011933297,0.0007342017,0.0018869538],"domain_scores_gemma":[0.9966133,0.0001438739,0.00096916425,0.0010093265,0.00028721555,0.0009771121],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00028010027,0.001358242,0.0010879636,0.00069448136,0.0010364703,0.00013813762,0.0014298869,0.0007958904,0.87622774],"category_scores_gemma":[0.000081790684,0.0016534778,0.00080101273,0.0019401897,0.0009145333,0.00076951156,0.0008617253,0.0008344335,0.0060101408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030305987,0.001462186,0.24918531,0.0029561953,0.003339383,0.0010243133,0.0027660546,0.0006336242,0.0001927419,0.021162825,0.043363664,0.6736106],"study_design_scores_gemma":[0.001813102,0.00011999382,0.044836096,0.0025428573,0.0016835192,0.00005730511,0.003601905,0.00013235149,0.00012454188,0.00020195471,0.94325787,0.0016285199],"about_ca_topic_score_codex":0.70010245,"about_ca_topic_score_gemma":0.9892373,"teacher_disagreement_score":0.8998942,"about_ca_system_score_codex":0.008096436,"about_ca_system_score_gemma":0.0020729152,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W7070846324","doi":"","title":"Resilience Quantification of Transportation Infrastructure Subjected to Hazards","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Resilience (materials science); Process (computing); Bridge (graph theory); Fragility; Critical infrastructure; Function (biology); Transportation infrastructure","score_opus":0.00832597712219908,"score_gpt":0.19145538851987295,"score_spread":0.18312941139767389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070846324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9210173,0.00009826958,0.00025602203,0.00004514255,0.0004888533,0.0002795354,0.0003826873,0.00006253741,0.077369675],"genre_scores_gemma":[0.6910797,0.00013134844,0.00032852904,0.000021808435,0.000023296927,3.0276445e-7,0.0023585288,0.0000073037972,0.30604923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990416,0.00004404854,0.00017064369,0.00033436881,0.00021804735,0.00019127042],"domain_scores_gemma":[0.9995879,0.000041697356,0.00014826664,0.00012000863,0.000032439624,0.00006970261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005214049,0.00016620404,0.00020691991,0.00015421456,0.00016198617,0.000005589789,0.00025712932,0.00016452042,0.029526744],"category_scores_gemma":[0.0000097418,0.00017051454,0.00006708542,0.0005880789,0.00009938784,0.00010967619,0.0000074584186,0.00014731754,0.0001983914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005430836,0.000016016715,0.46861964,0.00017626915,0.000076568416,0.00003805208,0.004477905,0.0068858895,0.00082426314,0.00016950244,0.0009105407,0.5172623],"study_design_scores_gemma":[0.0001358241,0.000086790125,0.9687437,0.00006029208,0.00004730666,2.9429583e-7,0.0056913556,0.00006661356,0.00093437545,0.00009424981,0.023969537,0.00016966378],"about_ca_topic_score_codex":0.0006914328,"about_ca_topic_score_gemma":0.03315706,"teacher_disagreement_score":0.5170926,"about_ca_system_score_codex":0.0000124751305,"about_ca_system_score_gemma":0.000039263356,"threshold_uncertainty_score":0.9844853},"labels":[],"label_agreement":null},{"id":"W7071043472","doi":"","title":"The Role of Gut-Brain Signalling in Functional Responses to Chronic Social Stress","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Canadian Institutes of Health Research; Alimentary Health; McMaster University","keywords":"Mechanism (biology); TSG101; Tachyphylaxis; Limiting; Identification (biology)","score_opus":0.008304294240077151,"score_gpt":0.22368615934417244,"score_spread":0.2153818651040953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071043472","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8857483,0.0014041262,0.00009059591,0.00028734384,0.00040704015,0.00056216755,0.0001660749,0.000010558822,0.11132376],"genre_scores_gemma":[0.49918443,0.000080715276,0.000028618639,0.000064620406,0.00016947158,0.0000015585883,0.0005480408,0.000027014103,0.49989554],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990332,0.00011732211,0.00016874603,0.00031215543,0.000120665056,0.0002478706],"domain_scores_gemma":[0.9995488,0.000035760044,0.00013733593,0.0001479657,0.00008675328,0.000043421966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109836874,0.00016809175,0.00017969414,0.00009593577,0.00013754593,0.000019868716,0.00029772695,0.00029118298,0.0018908182],"category_scores_gemma":[0.000014900334,0.00016649804,0.000105294486,0.0001785805,0.00003144929,0.00000410037,0.00008119743,0.00018012074,0.000018087447],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024878494,0.00005579807,0.0023809343,0.00017045463,0.00010074953,0.0000053951867,0.00053399574,0.00019500709,0.92709535,0.000651573,0.0014234042,0.064899474],"study_design_scores_gemma":[0.0010049844,0.000383279,0.024659887,0.00016871782,0.000037393802,0.0000012119172,0.009065725,0.000021898686,0.04749429,0.000028298025,0.91675985,0.0003744429],"about_ca_topic_score_codex":0.000083655395,"about_ca_topic_score_gemma":0.004142862,"teacher_disagreement_score":0.9153365,"about_ca_system_score_codex":0.000103015045,"about_ca_system_score_gemma":0.00047596838,"threshold_uncertainty_score":0.9990216},"labels":[],"label_agreement":null},{"id":"W7071070161","doi":"","title":"Rethinking Stratification in Post-Secondary Education: Organizationally Maintained Inequality","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Credential; Social stratification; Structural inequality; Elite; Social inequality; Stock (firearms); Higher education","score_opus":0.02600670186649435,"score_gpt":0.2802682216165025,"score_spread":0.25426151975000816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071070161","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034483925,0.00021634283,0.000114766226,0.0073527633,0.0019886175,0.000495056,0.000095317795,0.00008808808,0.95516515],"genre_scores_gemma":[0.15108098,0.00015506822,0.00047134244,0.00064273755,0.0008552395,0.0000103801685,0.0021249196,0.00003145887,0.84462786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764436,0.00048772685,0.00045566252,0.0005272998,0.00055162434,0.0003332998],"domain_scores_gemma":[0.9978363,0.0002011705,0.0003548038,0.00020088122,0.0012862689,0.00012057903],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005325181,0.00027383483,0.0002842495,0.00034011705,0.00077556336,0.000121582794,0.00048395654,0.0003803073,0.10353276],"category_scores_gemma":[0.00033691962,0.00029418012,0.00010493324,0.00075251685,0.000119650336,0.000581468,0.000045377143,0.00032965024,0.00016527492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002239178,0.00034616227,0.0031379906,0.0001799799,0.00013432748,0.000008880793,0.050938483,0.000006291778,0.00066752546,0.8066536,0.0055876076,0.13211523],"study_design_scores_gemma":[0.00071140315,0.00006649773,0.043732457,0.0005511528,0.00010103754,0.0000014349037,0.1379535,0.00000458361,0.00035639506,0.062801726,0.7526176,0.0011022222],"about_ca_topic_score_codex":0.0036682892,"about_ca_topic_score_gemma":0.08159027,"teacher_disagreement_score":0.74702996,"about_ca_system_score_codex":0.0009453155,"about_ca_system_score_gemma":0.0053954483,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W7071097766","doi":"","title":"PRECAST CONCRETE BRIDGE SUBSTRUCTURES: FROM SERVICE PERFORMANCE TO SEISMIC RESILIENCE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Resilience (materials science); Bridge (graph theory); Parametric statistics; Reinforcement; Service (business)","score_opus":0.009950717482857693,"score_gpt":0.19211744562771352,"score_spread":0.18216672814485582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071097766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72738963,0.00016048012,0.00034731472,0.000033725028,0.0011134024,0.00040232248,0.00024184895,0.0003617068,0.26994956],"genre_scores_gemma":[0.6852631,0.00011571881,0.00028639022,0.00031274566,0.00009481516,0.0000038751286,0.00061119813,0.00005903558,0.31325313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838233,0.000054810556,0.00027623685,0.0006389768,0.0002574397,0.00039018306],"domain_scores_gemma":[0.99887633,0.00008880429,0.0000733903,0.00057781616,0.00016366811,0.00022000057],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004739661,0.00047014034,0.0004498138,0.00020659546,0.00014362157,0.00008069659,0.0007656032,0.00038243303,0.022606706],"category_scores_gemma":[0.000018143804,0.00056923996,0.00012338867,0.0009299688,0.000019970525,0.00023321173,0.00012047279,0.00050628104,0.00020038134],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018364366,0.00001094712,0.0038381582,0.0036074668,0.00028282238,0.00013560029,0.008981507,0.027773902,0.022567835,0.00011226501,0.010685318,0.92016774],"study_design_scores_gemma":[0.0015377767,0.00009803798,0.062051915,0.0016725066,0.00033170835,0.0000037606023,0.0036817577,0.04655011,0.015157524,0.000030112837,0.8669737,0.0019111099],"about_ca_topic_score_codex":0.00058468926,"about_ca_topic_score_gemma":0.0037237648,"teacher_disagreement_score":0.91825664,"about_ca_system_score_codex":0.0002964823,"about_ca_system_score_gemma":0.00013354728,"threshold_uncertainty_score":0.9996759},"labels":[],"label_agreement":null},{"id":"W7071098263","doi":"","title":"RADIUM-223 TREATMENT IN PATIENTS WITH PROSTATE CANCER IN ONTARIO","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Stage (stratigraphy); Radiation therapy; Cancer; Disease; Prostate-specific antigen; Prostate; Adenocarcinoma; Prostatic acid phosphatase; Immunotherapy","score_opus":0.01242074709729085,"score_gpt":0.23743517386060844,"score_spread":0.2250144267633176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071098263","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7055561,0.0002921574,2.5009606e-7,0.000087252745,0.00015132224,0.0017758373,0.000059258353,0.000023061206,0.29205477],"genre_scores_gemma":[0.07220688,0.00027667804,0.00003442621,0.000020005713,0.000013312701,0.000028366429,0.0012209736,0.000029459936,0.92616993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984922,0.000048235324,0.00019257802,0.0005445427,0.00028916346,0.0004333055],"domain_scores_gemma":[0.99943554,0.000018779105,0.00009238326,0.00021934144,0.00011292979,0.000121041274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027754277,0.00036800213,0.000541071,0.0005676391,0.000052734576,0.000023362854,0.00012218648,0.00022037783,0.019028917],"category_scores_gemma":[0.000002096944,0.0002964425,0.000085587635,0.0006955522,0.000031660053,0.0001236819,0.000028595005,0.0004282134,0.000012466934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014414798,0.0008203811,0.79287297,0.0002370185,0.00026825754,0.00058116106,0.002586189,0.000029984622,0.0000052939663,0.000009964622,0.0000771929,0.18809679],"study_design_scores_gemma":[0.024306959,0.0009827475,0.86717516,0.0016598081,0.00026725797,3.4600893e-7,0.0014262396,0.0000074118702,0.00018328417,0.0000058801597,0.10367779,0.00030711995],"about_ca_topic_score_codex":0.116946176,"about_ca_topic_score_gemma":0.8696105,"teacher_disagreement_score":0.7526643,"about_ca_system_score_codex":0.0055030985,"about_ca_system_score_gemma":0.0021127772,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W7071161672","doi":"","title":"Removal of Pharmaceutical Carbamazepine Using Pulsed Corona Discharge Generated in Water","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Corona discharge; Degradation (telecommunications); Volumetric flow rate; Analytical Chemistry (journal); Capacitor; Water treatment; Aqueous two-phase system","score_opus":0.030949196210504907,"score_gpt":0.27449295673214097,"score_spread":0.24354376052163607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071161672","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48779455,0.00021650968,0.000013864857,0.000010618037,0.00013814837,0.00007178169,0.000051905095,0.000024700921,0.5116779],"genre_scores_gemma":[0.44785124,0.00004923368,0.00013756476,0.000006864036,0.00014949217,7.075287e-7,0.0011043957,0.000050582377,0.5506499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982967,0.000043430882,0.00034863382,0.0005630038,0.00028083593,0.00046744515],"domain_scores_gemma":[0.9990513,0.000021032232,0.00033788063,0.0003482596,0.00012073809,0.000120830104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008928407,0.00041692838,0.00054041215,0.00010991511,0.00018988647,0.00006027819,0.0005521352,0.00046940372,0.13289022],"category_scores_gemma":[0.000015173705,0.00042086834,0.00015621977,0.00013339058,0.00009134806,0.00029882925,0.00006886309,0.0006024384,0.000007834948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088911765,0.00011965577,0.0009851175,0.001482091,0.00019270134,0.0007577824,0.0004913231,0.00008061593,0.9225981,0.000016146427,0.000020273787,0.07236707],"study_design_scores_gemma":[0.0019552577,0.000010110844,0.000055419692,0.0006302457,0.00024093759,0.000032437154,0.0010386545,0.0016262274,0.8926208,0.000014249192,0.101259656,0.0005159967],"about_ca_topic_score_codex":0.00015252132,"about_ca_topic_score_gemma":0.00014432918,"teacher_disagreement_score":0.13288239,"about_ca_system_score_codex":0.00028818948,"about_ca_system_score_gemma":0.00015493015,"threshold_uncertainty_score":0.9998243},"labels":[],"label_agreement":null},{"id":"W7071256186","doi":"","title":"Seismic Performance Evaluation of Industrial and Nuclear Reinforced Concrete Shear Walls: Hybrid Simulation Tests and Data-Driven Models","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Federal Emergency Management Agency; National Institute of Standards and Technology; McMaster University","keywords":"Reinforced concrete; Shear wall; Seismic analysis; Seismic risk; Seismic retrofit; Shear (geology); Bridge (graph theory)","score_opus":0.03617116745050929,"score_gpt":0.23901016503974867,"score_spread":0.2028389975892394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071256186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711839,0.0003590224,0.00013977157,0.0000057726343,0.00017627893,0.00023875003,0.00008180124,0.00009896393,0.027715735],"genre_scores_gemma":[0.9875999,0.00052938954,0.00007733429,0.000008938207,0.000075482574,6.643011e-7,0.00091320806,0.000046053254,0.010749047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887574,0.000033679014,0.00024655473,0.00034934658,0.00032484814,0.00016981008],"domain_scores_gemma":[0.99940646,0.000031648833,0.0001020874,0.00028946885,0.00010562526,0.00006472675],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017642636,0.00024814383,0.00032307586,0.00025753796,0.00007114475,0.000058715847,0.0002243368,0.00021714173,0.0014084285],"category_scores_gemma":[0.00000867712,0.00028298455,0.000046081852,0.00026213643,0.000036619804,0.00084761035,0.00009266255,0.00030064047,0.000013782907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066188346,8.954572e-7,0.000037215566,0.00028219217,0.00017823352,0.0000034481657,0.0007302098,0.84170026,0.00025614857,0.000015077691,0.00016262764,0.15656751],"study_design_scores_gemma":[0.0007498509,0.000040254876,0.00004971343,0.0004101009,0.00088029524,0.0000020087887,0.001098867,0.9903224,0.00015054706,0.000009977461,0.0060175057,0.0002684564],"about_ca_topic_score_codex":0.00005268855,"about_ca_topic_score_gemma":0.000014304042,"teacher_disagreement_score":0.15629905,"about_ca_system_score_codex":0.00010854572,"about_ca_system_score_gemma":0.00006567163,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W7071319354","doi":"","title":"Skin Antisepsis Prior to Surgical Fixation of Open Extremity Fractures","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perioperative; Open fracture; Antiseptic; Randomized controlled trial; Population; Open surgery; Open label; Internal fixation","score_opus":0.018047337485570483,"score_gpt":0.28380930271973287,"score_spread":0.2657619652341624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071319354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19472201,0.00036967066,0.00011016926,0.00022522286,0.00036231198,0.000774938,0.00012150744,0.00007969799,0.80323446],"genre_scores_gemma":[0.33192584,0.00007439655,0.0012727528,0.00007312267,0.00012195612,0.0000018275376,0.00086705794,0.00004293269,0.6656201],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987154,0.00005282751,0.00023555709,0.00046365146,0.0003211249,0.00021146108],"domain_scores_gemma":[0.9990615,0.00014018104,0.00015276663,0.00029025562,0.00013950883,0.00021574335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000881748,0.00025704343,0.0005117865,0.00025236604,0.00006323078,0.000072526556,0.0004122262,0.00035115986,0.031753566],"category_scores_gemma":[0.000103304395,0.00024972457,0.00018065046,0.0005917796,0.000026701617,0.00014234838,0.00025504804,0.00035943813,0.00011711371],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037439957,0.0002869774,0.0060918997,0.0012483052,0.00040683243,0.0017177924,0.0018285593,0.000057561287,0.0003956028,0.0010701382,0.02030175,0.9628506],"study_design_scores_gemma":[0.002382157,0.00038376887,0.07455873,0.0033920861,0.0011661341,0.000029253188,0.002846283,0.00010776667,0.007786703,0.00010376888,0.90668315,0.00056019897],"about_ca_topic_score_codex":0.0010221963,"about_ca_topic_score_gemma":0.0010522264,"teacher_disagreement_score":0.9622904,"about_ca_system_score_codex":0.00011614514,"about_ca_system_score_gemma":0.00018770598,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W7071366135","doi":"","title":"THE ROLE OF AMPK IN THE EXPRESSION OF THE DAPC","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs; York University","keywords":"AMPK; Skeletal muscle; Utrophin; Gene expression; Protein subunit; Phosphorylation; Protein kinase A; Gene isoform; Regulation of gene expression; Sarcomere","score_opus":0.0055612562173219145,"score_gpt":0.2054855140172982,"score_spread":0.19992425779997627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071366135","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44780126,0.0008487398,0.0000035850937,0.00004465996,0.00016374336,0.0002247375,0.000015299927,0.0000017385458,0.5508962],"genre_scores_gemma":[0.89773995,0.00018195013,0.000005324434,0.000020279887,0.000026931231,0.0000013718218,0.000069247144,0.000008159628,0.10194677],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933857,0.00015629409,0.00011302662,0.00017460845,0.00009814467,0.000119381446],"domain_scores_gemma":[0.9990869,0.000026397931,0.00027329422,0.0005565958,0.000044268145,0.000012546503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008386371,0.0001192759,0.00012363454,0.000018126477,0.00019210982,0.000008558877,0.0009787806,0.00021642221,0.0004958741],"category_scores_gemma":[0.000029834651,0.00006757572,0.00013206707,0.00006516974,0.00015288513,0.000004023541,0.00009723078,0.00015296777,0.0000010904107],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019837306,0.0001785624,0.007636883,0.00014643562,0.000121807156,0.0000029306332,0.0017364596,0.000082164064,0.77978516,0.002235109,0.0017781473,0.20431264],"study_design_scores_gemma":[0.00077726005,0.00014367767,0.031262256,0.00016096838,0.00007226406,7.3042094e-7,0.019154638,0.0000069094804,0.28782603,0.0009581741,0.65942216,0.00021493887],"about_ca_topic_score_codex":0.0001047777,"about_ca_topic_score_gemma":0.001773848,"teacher_disagreement_score":0.657644,"about_ca_system_score_codex":0.000004982952,"about_ca_system_score_gemma":0.000071507115,"threshold_uncertainty_score":0.54294735},"labels":[],"label_agreement":null},{"id":"W7071405764","doi":"","title":"The Theory of Planned Behaviour Approach to Identifying Predictors of Intentions to Seek Help for Mental Health Issues Among Post-Secondary Students Amidst the COVID-19 Pandemic","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Mental health; Normative; Psychological intervention; Social norms approach; Formative assessment; Control (management); Salient","score_opus":0.0369494081118388,"score_gpt":0.2948963484354633,"score_spread":0.25794694032362453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071405764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68555117,0.0011532932,0.26928502,0.0055288156,0.0024433914,0.013838248,0.002166538,0.0017677129,0.018265847],"genre_scores_gemma":[0.6745262,0.0003892441,0.005983808,0.0005511321,0.000058544138,0.0002601424,0.000864367,0.00009587698,0.31727067],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99825215,0.00015323405,0.00036941282,0.00049107097,0.000433773,0.00030037214],"domain_scores_gemma":[0.99838513,0.00024774266,0.00037727525,0.0006697677,0.00019456726,0.00012550251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062864454,0.00022367535,0.0002991917,0.00032326145,0.0006451816,0.00012795707,0.0029230937,0.0001389863,0.00005785396],"category_scores_gemma":[0.00007999692,0.00017309215,0.00016897396,0.0009429032,0.00012851112,0.00017653934,0.0007155074,0.00023288219,0.0000043158198],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017911086,0.0011551288,0.32912374,0.0020090083,0.0018902601,0.00001112126,0.09047757,0.0004848975,0.001446671,0.16343638,0.027278312,0.38089582],"study_design_scores_gemma":[0.0017204878,0.0012562759,0.27844906,0.00046661092,0.0002586928,0.000008049359,0.63271844,0.00034516468,0.0006549365,0.0029934077,0.080272906,0.0008559778],"about_ca_topic_score_codex":0.0007469558,"about_ca_topic_score_gemma":0.004832696,"teacher_disagreement_score":0.54224086,"about_ca_system_score_codex":0.00024050813,"about_ca_system_score_gemma":0.0002567081,"threshold_uncertainty_score":0.7058493},"labels":[],"label_agreement":null},{"id":"W7071506516","doi":"","title":"“The sword of enthusiasm is just as good as the sword of genius”: An Organizational and Cultural History of The Young Communist League of Canada, 1922-1934","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Communism; League; Enthusiasm; SWORD; Historiography; Autonomy; Ideology","score_opus":0.009560768685721487,"score_gpt":0.1992307493136715,"score_spread":0.18966998062795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071506516","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13112932,0.0020925596,5.0105257e-7,0.0006882157,0.0018747661,0.00028758045,0.00018892509,0.000009034897,0.86372906],"genre_scores_gemma":[0.23420113,0.0003564211,0.000006664894,0.000050196304,0.00005659187,4.2139334e-7,0.00003969743,0.000015045482,0.7652738],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985558,0.00024728454,0.00027379478,0.0001868414,0.0005611247,0.00017514676],"domain_scores_gemma":[0.99861294,0.000089795925,0.00046895503,0.00037649172,0.00036513543,0.00008668419],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018118508,0.00014658723,0.00026427038,0.0001597168,0.0007909042,0.000049824685,0.0011022512,0.00016939295,0.009632216],"category_scores_gemma":[0.000063904095,0.0001250788,0.00012415508,0.00056843413,0.001276994,0.00014183861,0.00012789262,0.00029330744,0.0000023308007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003038528,0.00014861926,0.003179927,0.000978671,0.0007616122,0.000034395398,0.5946455,0.000024974604,0.0008114615,0.20673418,0.1830205,0.009356302],"study_design_scores_gemma":[0.00014806697,0.000029730241,0.0026641057,0.00011686282,0.00023766405,0.0000016852873,0.13508844,0.0000041015755,0.00007415176,0.00011188903,0.8613955,0.00012783315],"about_ca_topic_score_codex":0.9574659,"about_ca_topic_score_gemma":0.99908227,"teacher_disagreement_score":0.67837495,"about_ca_system_score_codex":0.001392083,"about_ca_system_score_gemma":0.006335439,"threshold_uncertainty_score":0.99929774},"labels":[],"label_agreement":null},{"id":"W7071583670","doi":"","title":"State of the present form of government of the province of Quebec. W a large appendix containing extracts from the minutes of an investigation into the past administration of justice in that province","year":2010,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Government (linguistics); State (computer science); Economic Justice; Power (physics)","score_opus":0.012137724482129431,"score_gpt":0.19718308111365382,"score_spread":0.18504535663152438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071583670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66237944,0.00040702187,0.00006964983,0.0012262941,0.00048284122,0.0030328508,0.0018029048,0.000009233564,0.33058974],"genre_scores_gemma":[0.57312036,0.000048365677,0.000059091806,0.000022726823,0.000045051125,0.0000014859049,0.000014986853,0.000011433418,0.4266765],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980435,0.00034690948,0.00040241273,0.0001893339,0.0008683398,0.00014953288],"domain_scores_gemma":[0.9973142,0.00031995436,0.0017412036,0.00043652128,0.00014048057,0.000047615762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052562496,0.00013322523,0.00030669704,0.0000817072,0.00020766171,0.000023998256,0.0010461815,0.00015754148,0.00063458196],"category_scores_gemma":[0.00008100717,0.00009625292,0.00013632572,0.00022724425,0.0017063887,0.00030439705,0.00021243242,0.00028732052,2.7868353e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026380979,0.0012231504,0.049831033,0.0056788037,0.0007110507,0.00003873765,0.5812868,0.00041282113,0.0072932784,0.15006062,0.00935306,0.19147255],"study_design_scores_gemma":[0.0017174771,0.00046259732,0.059900638,0.0027633396,0.001049729,8.077106e-7,0.115947805,0.00016298376,0.00979911,0.004072637,0.8036641,0.00045879287],"about_ca_topic_score_codex":0.3233195,"about_ca_topic_score_gemma":0.9874568,"teacher_disagreement_score":0.79431105,"about_ca_system_score_codex":0.0005904293,"about_ca_system_score_gemma":0.003871308,"threshold_uncertainty_score":0.6948227},"labels":[],"label_agreement":null},{"id":"W7071605395","doi":"","title":"Techno-Economic Analysis of a Biomass-Gas-and-Nuclear-to-Liquid Polygeneration Plant","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Production (economics); Exclosure; Diafiltration; Limiting; Gloom","score_opus":0.007511434311790199,"score_gpt":0.20125864086563697,"score_spread":0.19374720655384678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071605395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913824,0.0001236512,0.00012072268,0.000029224864,0.00024093597,0.00026558162,0.0004688098,0.00016169291,0.08476535],"genre_scores_gemma":[0.6872244,0.000080273174,0.0005839434,0.000029466122,0.00011056072,0.000007877927,0.0056276135,0.00019891562,0.30613694],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865407,0.00002611289,0.00033252468,0.000501575,0.00022234736,0.0002633856],"domain_scores_gemma":[0.9992042,0.000035261997,0.00026041307,0.00034054677,0.00003059268,0.00012893825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009281802,0.0003060459,0.0006457774,0.0013740032,0.00010292404,0.000017097067,0.00038812173,0.00025251647,0.03531272],"category_scores_gemma":[0.000014299541,0.00036832446,0.00033146318,0.0012482399,0.000021779657,0.00014246137,0.00020921048,0.000278598,0.00002089399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016301862,0.00009697958,0.0002010657,0.00060021185,0.00639547,0.00010304575,0.0036704356,0.00811111,0.8746534,0.0064242557,0.000066078734,0.09804775],"study_design_scores_gemma":[0.0022307064,0.00064680184,0.00033745085,0.00032164124,0.013404135,0.00002713249,0.021284154,0.072932035,0.40732124,0.00002049082,0.47866407,0.0028101392],"about_ca_topic_score_codex":0.0022417468,"about_ca_topic_score_gemma":0.0021895203,"teacher_disagreement_score":0.478598,"about_ca_system_score_codex":0.00057756365,"about_ca_system_score_gemma":0.000052448497,"threshold_uncertainty_score":0.99987686},"labels":[],"label_agreement":null},{"id":"W7071627606","doi":"","title":"Three Essays in Macroeconomics","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Total factor productivity; Consumption (sociology); Boom; Productivity; Per capita; Fossil fuel; Welfare; Capital (architecture); Per capita income; Relative price","score_opus":0.011222482468358582,"score_gpt":0.22478869186493586,"score_spread":0.21356620939657728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071627606","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02315104,0.0001461807,0.000048839393,0.00009958878,0.00037027805,0.00023961619,0.000019411082,0.00007423701,0.9758508],"genre_scores_gemma":[0.031253394,0.00007461955,0.00011558651,0.000051119685,0.00004710259,0.0000034954223,0.00034866534,0.000031024385,0.968075],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982496,0.0001031958,0.00026917626,0.00063253747,0.0001834561,0.00056207215],"domain_scores_gemma":[0.9991346,0.000081713566,0.000093265815,0.00043633397,0.00013953114,0.000114531],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001265484,0.00034340986,0.000446,0.00045332685,0.00012462008,0.00006791919,0.0007542982,0.0006128351,0.06716612],"category_scores_gemma":[0.000045655106,0.000424423,0.0001926377,0.00082503003,0.00005145138,0.00018590837,0.00017550711,0.00063005695,0.0001226163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007260127,0.00009950287,0.0015940095,0.0003938112,0.00010552388,0.00033731762,0.00023751278,0.0038210405,0.000010402442,0.3017262,0.00042526907,0.6905234],"study_design_scores_gemma":[0.0013719461,0.000050948787,0.0021221694,0.00018115705,0.00005673147,0.0000013070287,0.0058990438,0.0008771743,0.000114106544,0.032446966,0.9563274,0.00055107684],"about_ca_topic_score_codex":0.009025955,"about_ca_topic_score_gemma":0.31732875,"teacher_disagreement_score":0.9559021,"about_ca_system_score_codex":0.0008522203,"about_ca_system_score_gemma":0.0004689358,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W7071647901","doi":"","title":"A STUDY OF SUPPORTS IN THE REDUCTION OF ACCULTURATIVE STRESS ON FIRST YEAR INTERNATIONAL STUDENTS","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Immigration; Stress (linguistics); Independence (probability theory); Stress reduction; Mental health; Multitude","score_opus":0.03364741524243423,"score_gpt":0.33981175227596283,"score_spread":0.3061643370335286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071647901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6117703,0.000006640261,2.0346477e-7,0.00007846486,0.00031641166,0.00032433606,0.000013270746,0.0000034533448,0.38748696],"genre_scores_gemma":[0.68195224,0.00005837383,0.0000023516254,0.0000014067116,0.00005868278,0.0000016017523,0.000059341222,0.0000039480983,0.31786203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99806696,0.00037640304,0.00017819797,0.00021804828,0.0010264177,0.00013395674],"domain_scores_gemma":[0.9993325,0.00005770241,0.00019744797,0.00012353153,0.0002607076,0.000028100367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028602622,0.000096540854,0.0001855928,0.00016970473,0.00018072249,0.000059824077,0.00073368306,0.00012373697,0.014427746],"category_scores_gemma":[0.00006157594,0.000086320935,0.00007338318,0.0006346449,0.00007583965,0.00018587442,0.00006799065,0.0002503187,0.000008029447],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009648793,0.0040311,0.108750485,0.00015003637,0.00044037084,0.00030733575,0.85338545,0.00010815088,0.000058239937,0.0027244368,0.0013879508,0.027691592],"study_design_scores_gemma":[0.00052135036,0.0001432026,0.05155822,0.0001758645,0.000035602498,1.799142e-7,0.93652165,3.8806152e-7,0.000107157575,0.000025243995,0.010827151,0.0000839909],"about_ca_topic_score_codex":0.008657862,"about_ca_topic_score_gemma":0.22437847,"teacher_disagreement_score":0.2157206,"about_ca_system_score_codex":0.00015028493,"about_ca_system_score_gemma":0.00012876198,"threshold_uncertainty_score":0.9979436},"labels":[],"label_agreement":null},{"id":"W7071692116","doi":"","title":"Three Essays in Applied Micro-Econometrics","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Logistic regression; Opioid; Nonparametric statistics; Prescription drug; Pharmacoepidemiology; Consumption (sociology); Regression analysis","score_opus":0.06619181418996428,"score_gpt":0.2914325872298593,"score_spread":0.22524077303989504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071692116","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049173026,0.00009811379,0.006250233,0.000014470635,0.00023777962,0.00075185264,0.00005693155,0.00035569328,0.9873176],"genre_scores_gemma":[0.0148009425,0.00017797448,0.05260365,0.00008914202,0.00009357857,0.000045483896,0.0008184049,0.00028265972,0.93108815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981714,0.000052378677,0.00038972826,0.0006571207,0.00028814815,0.0004412431],"domain_scores_gemma":[0.99863,0.0002869535,0.00042703823,0.0005079749,0.00005611504,0.000091951915],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018966691,0.00045599625,0.0006344029,0.0010243919,0.00013064842,0.000044705186,0.000841658,0.00040319213,0.13814695],"category_scores_gemma":[0.00006190474,0.00058441574,0.00015130758,0.0016525032,0.00004371674,0.00017571331,0.00024945158,0.0009312155,0.000050361068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047376432,0.00039602848,0.0012517204,0.00083388656,0.00016477486,0.00036712704,0.0015338009,0.000042984826,0.000894835,0.47726983,0.003538795,0.51323247],"study_design_scores_gemma":[0.0020156647,0.00021060002,0.0006837649,0.0002664578,0.0002785686,0.000007208067,0.016486356,0.000079138896,0.002999779,0.45152152,0.5233345,0.0021164708],"about_ca_topic_score_codex":0.000105959916,"about_ca_topic_score_gemma":0.003915504,"teacher_disagreement_score":0.51979566,"about_ca_system_score_codex":0.00085310254,"about_ca_system_score_gemma":0.00013505408,"threshold_uncertainty_score":0.99966073},"labels":[],"label_agreement":null},{"id":"W7071703840","doi":"","title":"Three Papers on Retirement and Canada's Public Pension System","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Earnings; Pension; Sample (material); Pension system; Public policy; Longitudinal data; Labour supply; Panel data","score_opus":0.013608028932702446,"score_gpt":0.18490616251490594,"score_spread":0.1712981335822035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071703840","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017442077,0.00017496017,0.0014342671,0.0012709321,0.0005758968,0.00057398056,0.000027444126,0.00047124422,0.9780292],"genre_scores_gemma":[0.65616083,0.00009506337,0.00268613,0.00021155374,0.00003579666,0.000022817241,0.00022068644,0.000049511134,0.34051764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843514,0.000042604028,0.0001649466,0.0006597896,0.0004482034,0.0002493233],"domain_scores_gemma":[0.9988796,0.000040783543,0.0001942242,0.0007320028,0.000070532034,0.00008284074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000080174075,0.00024101695,0.0002349074,0.00019037627,0.0004299817,0.00013612569,0.0011862324,0.00013476257,0.0042873085],"category_scores_gemma":[0.0000074446134,0.00025091958,0.000054993136,0.00047820015,0.000023537797,0.00012748009,0.00041257462,0.0003065675,0.000009496471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021751863,0.000029735875,0.0004218141,0.00012277337,0.000055168475,0.0001512814,0.00008963659,0.000012929587,0.00008857465,0.36728483,0.0033734993,0.628348],"study_design_scores_gemma":[0.00031081532,0.00011646276,0.004068047,0.00008042898,0.000031008178,0.000006297186,0.0058173444,0.0009501088,0.00010535457,0.00011560785,0.9879788,0.0004196915],"about_ca_topic_score_codex":0.0630001,"about_ca_topic_score_gemma":0.6888075,"teacher_disagreement_score":0.9846053,"about_ca_system_score_codex":0.0006849495,"about_ca_system_score_gemma":0.00033341182,"threshold_uncertainty_score":0.9999943},"labels":[],"label_agreement":null},{"id":"W7071712450","doi":"","title":"Understanding NICU-to-Home Transitions for Adolescent Mothers: Theory, Methods and Research","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Neonatal intensive care unit; Qualitative research; Cognition; Cognitive development; Psychological intervention","score_opus":0.10465521077491682,"score_gpt":0.3520804104519287,"score_spread":0.2474251996770119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071712450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074643074,0.00062799046,0.06354897,0.0008997997,0.0007799781,0.0027113599,0.0003231463,0.00012952546,0.9235149],"genre_scores_gemma":[0.026193738,0.00025626813,0.046120934,0.0004588823,0.0002459114,0.00001979789,0.002706704,0.00015575509,0.923842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981996,0.00034751976,0.0001881095,0.0005517556,0.00029499596,0.00041802897],"domain_scores_gemma":[0.9989321,0.00023757797,0.00006028776,0.00023724482,0.0003028573,0.00022988919],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059443817,0.0002686935,0.0004363312,0.0005196043,0.00034026764,0.000082085775,0.00015404195,0.00034683317,0.011301807],"category_scores_gemma":[0.000044612003,0.00028844006,0.00017655404,0.0006305199,0.00006495767,0.000097908465,0.000049481187,0.0004975117,0.0000044157337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015534396,0.00021231844,0.0013690826,0.01034075,0.0025969918,0.0009832757,0.12202836,0.000019446326,0.015144552,0.06929166,0.012973278,0.7495059],"study_design_scores_gemma":[0.00402383,0.00050757814,0.00118506,0.004036398,0.00091845175,0.000034290573,0.21212426,0.000111513014,0.0040326044,0.0031733967,0.7688421,0.0010105157],"about_ca_topic_score_codex":0.000007855838,"about_ca_topic_score_gemma":0.00015542112,"teacher_disagreement_score":0.75586885,"about_ca_system_score_codex":0.0004556387,"about_ca_system_score_gemma":0.00030487883,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W7071742154","doi":"","title":"Three Essays on Financial Markets","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Futures contract; Capital asset pricing model; Portfolio; Risk premium; Financial risk; Hedge; Valuation (finance); Financial market; Stock (firearms); Rational pricing","score_opus":0.014477084865002977,"score_gpt":0.1903136466260128,"score_spread":0.1758365617610098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071742154","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018675692,0.0005615697,0.0004583794,0.00009823762,0.0022216751,0.00030724073,0.0004925298,0.000100589044,0.9770841],"genre_scores_gemma":[0.060581286,0.00013694915,0.00015653629,0.00009674311,0.00021915298,0.000003113542,0.0004238497,0.000085512496,0.93829685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810994,0.000020842414,0.00043174985,0.0009548541,0.00008304739,0.00039954466],"domain_scores_gemma":[0.9989826,0.000055263725,0.00031852623,0.00047415707,0.00004212435,0.00012734988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026535694,0.0004296593,0.0006025214,0.00045712327,0.000150772,0.00014215085,0.0005270924,0.0005617908,0.13162398],"category_scores_gemma":[0.000049069095,0.0005525264,0.0003604436,0.00053683337,0.000036605164,0.00015359581,0.00009895563,0.00067169307,0.0012070838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011474838,0.00023937726,0.013606917,0.0010289816,0.0003282715,0.00034340782,0.0005673259,0.000010473257,0.0000031312336,0.6920885,0.022220733,0.26841542],"study_design_scores_gemma":[0.0005414567,0.00008946448,0.019398516,0.00021469232,0.00005412348,0.0000011827817,0.0001649432,0.0073534623,0.000003598721,0.070518285,0.9009375,0.00072278467],"about_ca_topic_score_codex":0.00025313935,"about_ca_topic_score_gemma":0.003407946,"teacher_disagreement_score":0.87871677,"about_ca_system_score_codex":0.00031106357,"about_ca_system_score_gemma":0.00008127402,"threshold_uncertainty_score":0.9996926},"labels":[],"label_agreement":null},{"id":"W7071846784","doi":"","title":"Transforming the Ontario Midwifery Education Program through social justice curriculum: a modified Delphi study","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Curriculum; Context (archaeology); Delphi method; Focus group; Qualitative research; Transformative learning; Qualitative property","score_opus":0.03617963150543984,"score_gpt":0.32725821892182305,"score_spread":0.2910785874163832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071846784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48281148,0.00014225177,0.000029051702,0.0002711544,0.0014859727,0.003323201,0.000040879826,0.00010617344,0.51178986],"genre_scores_gemma":[0.19012873,0.000017031713,0.00009913713,0.00015505988,0.0002226686,0.00012181371,0.00053918525,0.000033931316,0.80868244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983537,0.00014397793,0.00034507172,0.00041565104,0.00042335043,0.0003182361],"domain_scores_gemma":[0.99928755,0.000022731341,0.00022545832,0.0002099111,0.0001574118,0.000096919866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114529976,0.00030538868,0.0003703551,0.000119718476,0.000895348,0.00005447618,0.00033114094,0.00017123784,0.09699374],"category_scores_gemma":[0.000005359148,0.00026509128,0.00030658688,0.00045182774,0.00003489205,0.00019413326,0.00005929285,0.0009065949,0.000025183788],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022809906,0.006507767,0.0022530316,0.0056440444,0.0005694651,0.00030985,0.07719973,0.000010663282,0.000011312329,0.0033683362,0.0023087463,0.8995361],"study_design_scores_gemma":[0.001120236,0.0008535934,0.006958391,0.00022549283,0.0011452239,0.00002930718,0.112494394,0.000020994536,0.0000084720705,0.000059471822,0.87683755,0.0002468504],"about_ca_topic_score_codex":0.03960254,"about_ca_topic_score_gemma":0.14386658,"teacher_disagreement_score":0.8992892,"about_ca_system_score_codex":0.0007280698,"about_ca_system_score_gemma":0.0007584295,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W7071865094","doi":"","title":"UNDERSTANDING HOW ACTIVINS CONTRIBUTE TO TGFß1 PROFIBROTIC SIGNALIING IN CHRONIC KIDNEY DISEASE","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; Chinese Academy of Sciences; Kidney Foundation of Canada","keywords":"Follistatin; Kidney disease; Context (archaeology); Fibrosis; Mediator; Transforming growth factor; Extracellular matrix; Receptor; Kidney","score_opus":0.037308384655031605,"score_gpt":0.23162517142457278,"score_spread":0.19431678676954117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071865094","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017997196,0.0002879382,0.8473506,0.012002035,0.0013006789,0.0046239453,0.00020531124,0.003776091,0.11245619],"genre_scores_gemma":[0.61797214,0.000074807096,0.0019315463,0.00011351314,0.000066590204,0.000041596744,0.00021167373,0.00007238762,0.37951574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813646,0.00006122926,0.00016306092,0.00081901555,0.00029524774,0.00052500574],"domain_scores_gemma":[0.9987713,0.0000852041,0.00015589251,0.00064389536,0.00006748515,0.00027622015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009773166,0.0003301801,0.000327375,0.00073854224,0.00021848804,0.00030682198,0.0012397614,0.00023433096,0.000609701],"category_scores_gemma":[0.00005931379,0.00038263373,0.00011886484,0.0024412696,0.000034415723,0.00053253904,0.0004181904,0.0003604176,0.00009996014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004892653,0.00032033326,0.004255613,0.0022339558,0.0005244351,0.0026429242,0.0040087034,0.003690144,0.007952786,0.61680424,0.01433688,0.3427407],"study_design_scores_gemma":[0.009745287,0.0012493763,0.030683765,0.0098455455,0.0006853109,0.0000150580545,0.042503547,0.09662032,0.0094269905,0.037853323,0.7528272,0.008544278],"about_ca_topic_score_codex":0.00008379692,"about_ca_topic_score_gemma":0.0014502275,"teacher_disagreement_score":0.84541905,"about_ca_system_score_codex":0.0018908874,"about_ca_system_score_gemma":0.0006381591,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W7071935240","doi":"","title":"Type 2 diabetes risk in older adults living in social housing in Ontario","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Social risk; Public housing; Diabetes mellitus; Older people; Activities of daily living","score_opus":0.010412296602764774,"score_gpt":0.18352826894462484,"score_spread":0.17311597234186007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071935240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09416239,0.00016926539,0.000004070096,0.000019822768,0.00023593624,0.0006635788,0.00006193834,0.0002389544,0.90444404],"genre_scores_gemma":[0.06719826,0.000025731324,0.00031689805,0.00006229752,0.0001837469,0.0000015667451,0.00004379001,0.00090938935,0.9312583],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693334,0.00050770503,0.00034996966,0.0010064667,0.00034546954,0.00085704424],"domain_scores_gemma":[0.99906325,0.00008932295,0.00040815666,0.00028082958,0.000026404094,0.0001320349],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017960419,0.0006408277,0.0008911503,0.0018776061,0.00006545908,0.00006843151,0.0006420671,0.0007276765,0.17610534],"category_scores_gemma":[0.000049930735,0.0008497454,0.00014130866,0.0031130887,0.000113549984,0.00025523276,0.0005474423,0.0016127108,0.00115279],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002519901,0.00028183477,0.9412596,0.0001895276,0.00009663,0.000814271,0.008872724,0.00006761767,0.00001689733,0.000054169985,0.019705513,0.028389204],"study_design_scores_gemma":[0.0037458087,0.00006356332,0.32853225,0.003796655,0.000092206064,4.8262666e-7,0.0026326298,0.00017314544,0.000004931239,0.00001208701,0.65977734,0.0011689174],"about_ca_topic_score_codex":0.15494919,"about_ca_topic_score_gemma":0.95531434,"teacher_disagreement_score":0.80036515,"about_ca_system_score_codex":0.002471649,"about_ca_system_score_gemma":0.0003840777,"threshold_uncertainty_score":0.9996249},"labels":[],"label_agreement":null},{"id":"W7071956364","doi":"","title":"Three Essays in Business Cycles","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business cycle; Productivity; Consumption (sociology); Aggregate (composite); Investment (military); Shock (circulatory); Total factor productivity; Dynamic stochastic general equilibrium; Aggregate data","score_opus":0.048185543973796166,"score_gpt":0.20492836274333226,"score_spread":0.1567428187695361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071956364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14783897,0.00039389008,0.00013798819,0.000175171,0.0011220039,0.000266393,0.0002571101,0.00010429671,0.84970415],"genre_scores_gemma":[0.11658433,0.0005248129,0.00015376664,0.00008355867,0.00022077617,0.000003468541,0.0006556389,0.00011856387,0.8816551],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831176,0.000013398314,0.0004892809,0.0006585322,0.000034504785,0.0004925389],"domain_scores_gemma":[0.9990869,0.00004431433,0.00039602502,0.00035486612,0.000014630824,0.00010322489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017152785,0.00034707057,0.00067574315,0.0008216316,0.00009702841,0.0000799602,0.00051638816,0.0004189936,0.057294093],"category_scores_gemma":[0.00002823543,0.00049024925,0.00016861448,0.00081514096,0.000034575023,0.0003641331,0.0000735282,0.00033024212,0.0038748314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013248487,0.0005481316,0.34486705,0.0020979207,0.0011852516,0.001153096,0.0076252776,0.012379628,0.000022051863,0.23801507,0.02531825,0.3654634],"study_design_scores_gemma":[0.002195809,0.00005660566,0.52257067,0.0003077746,0.000049025246,0.0000039503984,0.002598175,0.0040535894,0.000014610645,0.034287352,0.43230844,0.0015539888],"about_ca_topic_score_codex":0.008678199,"about_ca_topic_score_gemma":0.030066984,"teacher_disagreement_score":0.40699017,"about_ca_system_score_codex":0.00027297324,"about_ca_system_score_gemma":0.000038974442,"threshold_uncertainty_score":0.9997549},"labels":[],"label_agreement":null},{"id":"W7072023979","doi":"","title":"Understanding Goals of Care for Patients Undergoing Chimeric Antigen Receptor T-Cell Therapy: A Qualitative Descriptive Study","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Content analysis; Health care; Descriptive statistics; Health professionals; Nurse practitioners; Descriptive research; Chimeric antigen receptor","score_opus":0.0781463891152325,"score_gpt":0.32092183032084565,"score_spread":0.24277544120561315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072023979","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64627516,0.001253965,0.0002651584,0.000024219858,0.0007754044,0.006219947,0.00026155845,0.000111081186,0.3448135],"genre_scores_gemma":[0.4482739,0.0005081522,0.0003573992,0.000011950412,0.000081029924,0.000016967277,0.00094056036,0.00016741028,0.5496426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99725014,0.0003665188,0.00041554403,0.0008082976,0.00068664236,0.0004728684],"domain_scores_gemma":[0.9981909,0.00037496327,0.00033816425,0.00035125308,0.0005762677,0.00016846515],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021732945,0.00051087124,0.0009082456,0.0006769426,0.00019960852,0.000060417093,0.0003155978,0.00031192636,0.027618153],"category_scores_gemma":[0.000044037937,0.00051758526,0.0004559866,0.0010004983,0.000091053946,0.00015814356,0.0000806364,0.0004968252,0.00003165905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027367067,0.002522741,0.011936408,0.007390824,0.0047654365,0.00013043289,0.83198535,0.000011840672,0.012499303,0.00043317597,0.0016207594,0.09933664],"study_design_scores_gemma":[0.008828813,0.006455158,0.000772497,0.0011755218,0.0005493871,4.3489786e-7,0.9518831,0.000015265972,0.0028855435,0.000105707935,0.026814258,0.0005143555],"about_ca_topic_score_codex":0.00020675421,"about_ca_topic_score_gemma":0.0012236343,"teacher_disagreement_score":0.20482911,"about_ca_system_score_codex":0.0016828299,"about_ca_system_score_gemma":0.00065099646,"threshold_uncertainty_score":0.99972755},"labels":[],"label_agreement":null},{"id":"W7072115444","doi":"","title":"Validity of Parent-Reported Gestational Age Categories and Association Between Total Gestational Weight Gain by Pre-pregnancy Body Mass Index and Moderate to Late Preterm Birth","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Overweight; Weight gain; Gestational age; Body mass index; Gestation; Birth weight; Pregnancy; Mass index","score_opus":0.019464827476779842,"score_gpt":0.2553588063553492,"score_spread":0.23589397887856933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072115444","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816117,0.00008994715,0.00091547344,0.00024952894,0.00014519623,0.0012887954,0.0011941089,0.000083704894,0.0144215245],"genre_scores_gemma":[0.4872174,0.00024447028,0.00035473667,0.00002022559,0.000039862764,0.000018156172,0.0081656175,0.00004562714,0.5038939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976063,0.00014824767,0.00039378635,0.00056212407,0.0008787021,0.00041086916],"domain_scores_gemma":[0.99844986,0.00026382404,0.00039570074,0.00015804527,0.00042211165,0.00031047137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020332483,0.00031910455,0.0004989338,0.00039752343,0.0001434609,0.00008388453,0.00011052582,0.0002484737,0.0013635185],"category_scores_gemma":[0.00015049482,0.00035523437,0.00008087296,0.0004311078,0.00005441455,0.00025555026,0.00009486619,0.0003002464,0.00000927528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023943365,0.00027192806,0.9102993,0.0052690073,0.0031034218,0.00054929964,0.0037862698,0.00064501143,0.0032468315,0.0010421809,0.0045930017,0.06479938],"study_design_scores_gemma":[0.0022741014,0.00037684923,0.9885004,0.0005527108,0.0004828451,0.0000012711823,0.0009789245,0.0011053246,0.0005347839,0.0009888,0.0038144875,0.00038949357],"about_ca_topic_score_codex":0.00022742957,"about_ca_topic_score_gemma":0.00027431967,"teacher_disagreement_score":0.49439433,"about_ca_system_score_codex":0.00029461554,"about_ca_system_score_gemma":0.00023336952,"threshold_uncertainty_score":0.99988997},"labels":[],"label_agreement":null},{"id":"W7072152472","doi":"","title":"X-ray fluorescence measurements of skin iron using an I-125-based system","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Calibration; Benchmark (surveying); SIGNAL (programming language); Linear regression; Detection limit; Fluorescence; Analytical Chemistry (journal); In vivo","score_opus":0.03361465371582185,"score_gpt":0.24772560987562278,"score_spread":0.21411095615980094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072152472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6144661,0.00042488048,0.00052599394,0.000017641918,0.0017530678,0.0014495903,0.00006376926,0.00033409244,0.38096488],"genre_scores_gemma":[0.52122116,0.000027111037,0.0048972922,0.00006049107,0.00024351342,0.0000029458813,0.001818312,0.00024227757,0.47148687],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99792266,0.00015465089,0.00033548655,0.00054292346,0.0006837641,0.0003605134],"domain_scores_gemma":[0.998697,0.000020912417,0.00034798696,0.00047142207,0.00025765525,0.00020505281],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016730676,0.00037906654,0.0006439749,0.0004661068,0.00011775277,0.000020301139,0.00031950144,0.00036778138,0.0076358905],"category_scores_gemma":[0.000021217964,0.00041278603,0.00022174382,0.00074206945,0.00006245051,0.00013060485,0.000033078162,0.00026063685,0.000044020562],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015868315,0.0035302306,0.061742846,0.07957196,0.0010763175,0.0018219509,0.009795491,0.00792799,0.23471211,0.0010470182,0.0014715572,0.5814342],"study_design_scores_gemma":[0.06397115,0.0036654787,0.3380001,0.034587055,0.020689612,0.000039356553,0.3178328,0.020227779,0.13257663,0.000032282267,0.060050253,0.008327511],"about_ca_topic_score_codex":0.0008390527,"about_ca_topic_score_gemma":0.00042746778,"teacher_disagreement_score":0.5731067,"about_ca_system_score_codex":0.00023610202,"about_ca_system_score_gemma":0.0004007134,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W7072317167","doi":"","title":"In the World and of It: Russian Mennonites and Narratives of Community in Contemporary Canada","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Fusible alloy; Diafiltration; Dysgeusia; Proteogenomics; Demotion","score_opus":0.039343109377068565,"score_gpt":0.29155509688334835,"score_spread":0.25221198750627977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072317167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66713464,0.0002497386,3.2377756e-7,0.0020546303,0.00006086138,0.0003714749,0.0000242502,0.0000027424405,0.33010134],"genre_scores_gemma":[0.84950817,0.00002679497,0.000018388535,0.00013283064,0.000010801696,5.831048e-7,0.000047902995,0.000008557756,0.15024595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912304,0.00026007372,0.00020137963,0.00014987598,0.00016392845,0.00010169833],"domain_scores_gemma":[0.99911356,0.00013431262,0.0003021323,0.00036066023,0.000045466062,0.000043886048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024189908,0.00015474233,0.0003999988,0.00029210886,0.00008119064,0.000010514835,0.00017176919,0.000085340056,0.000999932],"category_scores_gemma":[0.000048967588,0.00013450695,0.00002691611,0.0002825311,0.00013633026,0.00015881633,0.000037788595,0.00044521323,9.0697945e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066509363,0.00086235214,0.67224926,0.008515503,0.0005253288,0.00059613906,0.2007734,0.000011082604,0.0064319293,0.002332966,0.004877199,0.09617388],"study_design_scores_gemma":[0.0026583532,0.00024195519,0.6537034,0.0012809233,0.000088029454,0.000009889255,0.21564658,0.0000059427616,0.0007908625,0.00016309513,0.12519145,0.00021952472],"about_ca_topic_score_codex":0.39254752,"about_ca_topic_score_gemma":0.94690704,"teacher_disagreement_score":0.5543595,"about_ca_system_score_codex":0.000118005824,"about_ca_system_score_gemma":0.00062888674,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W7072453940","doi":"","title":"Why Canada needs a national disability strategy","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Fusible alloy","score_opus":0.04569517145413494,"score_gpt":0.2834045188639793,"score_spread":0.2377093474098444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072453940","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059252437,0.00009678288,0.00013868172,0.054423764,0.00040084668,0.00010556628,0.000029356293,0.00012565128,0.9387541],"genre_scores_gemma":[0.7941445,0.000023922785,0.000020858968,0.0010998432,0.00017584155,4.1468726e-7,0.000005329238,0.0000057033735,0.2045236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989442,0.0001393551,0.00009878588,0.00017490692,0.00041903916,0.0002236649],"domain_scores_gemma":[0.9995526,0.00009841829,0.00001978882,0.00006580216,0.00013789118,0.00012550787],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020754893,0.00007797608,0.000076593155,0.000057245445,0.00026501808,0.00008229783,0.0001858881,0.00007622613,0.07127084],"category_scores_gemma":[0.000025524103,0.00008606414,0.000033277815,0.0010128308,0.00015400299,0.0002485351,0.00003169443,0.00015004427,0.000024038512],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009243052,0.000023513556,0.0012125456,0.00005093479,0.000025405441,0.00003979817,0.0018925116,0.000011187261,0.000004206876,0.6189253,0.03992096,0.33788443],"study_design_scores_gemma":[0.00006917382,0.000008972644,0.00036515368,0.000017291368,0.0000037818807,4.842668e-7,0.024386343,0.00008864562,0.0000031652141,0.0006549092,0.9743079,0.00009415646],"about_ca_topic_score_codex":0.40309668,"about_ca_topic_score_gemma":0.96648157,"teacher_disagreement_score":0.93438697,"about_ca_system_score_codex":0.00094874424,"about_ca_system_score_gemma":0.001843683,"threshold_uncertainty_score":0.9295781},"labels":[],"label_agreement":null},{"id":"W7074099902","doi":"","title":"Coenrollment in a randomized trial of high-frequency oscillation: prevalence, patterns, predictors, and outcomes","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; MEDLINE; Clinical trial; Control (management); Duration (music)","score_opus":0.02012439962925376,"score_gpt":0.18880638423202534,"score_spread":0.16868198460277156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074099902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014580365,0.0013659553,0.00006939107,0.000048346606,0.0015280746,0.00095269806,0.0017567179,0.000035970916,0.9927848],"genre_scores_gemma":[0.0036946596,0.001684966,0.00016592845,0.00001807076,0.00006682442,0.0000046290174,0.000027858654,0.000054751854,0.9942823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855155,0.000059941285,0.00054574653,0.00055058714,0.00006848175,0.00022367432],"domain_scores_gemma":[0.99886245,0.000061121114,0.0006939113,0.00027963964,0.000020775517,0.000082120125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050598546,0.00025909906,0.001401698,0.00056538644,0.000028610446,0.000030675215,0.00026539018,0.0001935187,0.16287783],"category_scores_gemma":[0.00004388676,0.0002775069,0.00015271042,0.00021397055,0.00021798543,0.00012502549,0.00016085077,0.00010417998,0.00031726994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.063195646,0.00050148385,0.24381006,0.001295011,0.0021467071,0.00005712847,0.0024259232,0.000049532857,1.544856e-7,0.07012263,0.6127677,0.0036280504],"study_design_scores_gemma":[0.3346557,0.000060528157,0.00071832474,0.00015770012,0.00006027745,2.8882124e-7,0.00029311184,0.000028242674,1.2620485e-7,0.0005821724,0.6631392,0.0003043312],"about_ca_topic_score_codex":0.0013327013,"about_ca_topic_score_gemma":0.00042922486,"teacher_disagreement_score":0.27146006,"about_ca_system_score_codex":0.00014081884,"about_ca_system_score_gemma":0.000031618925,"threshold_uncertainty_score":0.9999677},"labels":[],"label_agreement":null},{"id":"W7087288194","doi":"10.71548/ftwp-wr49","title":"Reviewing and taking care of community research data","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; University of Guelph","funders":"","keywords":"Data collection; Qualitative research; MEDLINE; Research design; Research data","score_opus":0.10845156148182092,"score_gpt":0.3171319097462639,"score_spread":0.20868034826444296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087288194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086887536,0.005867831,0.00025109187,0.00008509074,0.000056432782,0.00019091053,0.00023339129,0.0000056310137,0.99244076],"genre_scores_gemma":[0.01936156,0.0033859077,0.0010737926,0.00007874789,0.00006863563,3.2752584e-7,0.00074100844,0.000020184347,0.97526985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987372,0.00043512703,0.0002004692,0.0003242089,0.00010730654,0.00019565788],"domain_scores_gemma":[0.998422,0.00012439025,0.00021835725,0.00094018196,0.00024435925,0.00005067062],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006656755,0.00016803957,0.0003334204,0.00010643594,0.00027865852,0.000010367278,0.0007289469,0.00040096065,0.001716945],"category_scores_gemma":[0.000209294,0.00019049176,0.000067588684,0.00006382588,0.00021175221,0.0000040272753,0.002305421,0.0005784598,0.0000035574576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006952081,0.000025876323,0.0034997747,0.0009563193,0.00047006283,0.0000113183005,0.00047155737,0.000012736284,0.00088498887,0.008234349,0.022623211,0.9627403],"study_design_scores_gemma":[0.00022556605,0.000098436365,0.0005606759,0.00026161794,0.00009674312,0.0000018183574,0.001331443,0.000007272447,0.000044225242,0.00022823241,0.9969891,0.00015488686],"about_ca_topic_score_codex":0.0001762772,"about_ca_topic_score_gemma":0.0005411873,"teacher_disagreement_score":0.9743659,"about_ca_system_score_codex":0.0000439786,"about_ca_system_score_gemma":0.000135058,"threshold_uncertainty_score":0.99919564},"labels":[],"label_agreement":null},{"id":"W7087301267","doi":"10.71548/tr8r-jy77","title":"Ground rules: start out by building relationships","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia; Kwantlen Polytechnic University; McMaster University","funders":"","keywords":"","score_opus":0.02038937542318013,"score_gpt":0.17437632789658386,"score_spread":0.15398695247340372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087301267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018234203,0.00070347136,0.037479278,0.00004175413,0.00024897602,0.00015548876,0.0001577104,0.000350525,0.9608446],"genre_scores_gemma":[0.00068087864,0.00019070531,0.00094004936,0.00003412978,0.000093055685,4.7271013e-7,0.00012752812,0.000065249806,0.99786794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988187,0.00003283199,0.00025053124,0.00039201442,0.00022405604,0.00028186294],"domain_scores_gemma":[0.99929607,0.00009324687,0.00007751083,0.0003420987,0.000055634977,0.0001354232],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006809526,0.00042980295,0.0004436515,0.00033948856,0.00017762404,0.0000802221,0.00038291985,0.0004557329,0.053230938],"category_scores_gemma":[0.0000062973213,0.0005276633,0.00026385297,0.00012327667,0.000062815256,0.0001998459,0.000110255205,0.00067631743,0.00039347028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008773878,0.000044863176,0.00037253415,0.000638962,0.0033448904,0.00038541786,0.00071608886,0.002708837,0.0004144161,0.21887198,0.46083978,0.3115745],"study_design_scores_gemma":[0.00026516698,0.000017063943,0.000006340641,0.00017711976,0.00043364445,8.517165e-7,0.00007369198,0.002259637,0.000022570423,0.0015086429,0.99472654,0.0005087032],"about_ca_topic_score_codex":0.000054443793,"about_ca_topic_score_gemma":0.0003876404,"teacher_disagreement_score":0.5338868,"about_ca_system_score_codex":0.00040275345,"about_ca_system_score_gemma":0.00003791844,"threshold_uncertainty_score":0.9997175},"labels":[],"label_agreement":null},{"id":"W7087334267","doi":"10.71548/cjk4-gs68","title":"Data Access Committees","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; McMaster University; University of Guelph; Trent University","funders":"","keywords":"","score_opus":0.12790028994215177,"score_gpt":0.3131602186414142,"score_spread":0.18525992869926242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087334267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.3662775e-8,0.00018156385,0.13714652,0.0018791525,0.00029899398,0.0003483983,0.0003511714,0.00022184197,0.8595723],"genre_scores_gemma":[0.0000066575276,0.001301527,0.005963756,0.00043019318,0.000079301804,4.2650788e-7,0.00031563567,0.00002462156,0.99187785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969462,0.000117557145,0.0002496468,0.0015255361,0.0007100327,0.00045100035],"domain_scores_gemma":[0.9938946,0.00031905418,0.0003017998,0.005180689,0.00012873867,0.00017512005],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.000396677,0.00042223113,0.0003957696,0.0005972877,0.00024645487,0.003686731,0.026802517,0.00023353839,0.030964648],"category_scores_gemma":[0.0000659903,0.0004740042,0.00010062526,0.00038474431,0.00014994068,0.035032295,0.036897138,0.0007241712,0.0003381314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014547341,0.00001757683,0.00002766243,0.000099479905,0.00019834495,0.00043781905,0.0000075363196,0.000003956814,4.3323115e-7,0.593454,0.091465905,0.31427273],"study_design_scores_gemma":[0.0003360309,0.00003131117,0.000025132162,0.00018411758,0.000094822804,0.0000030083754,0.000019867803,0.0010936635,0.000002897165,0.0021427756,0.9956396,0.0004267447],"about_ca_topic_score_codex":0.000110366236,"about_ca_topic_score_gemma":0.000540224,"teacher_disagreement_score":0.90417373,"about_ca_system_score_codex":0.00017224182,"about_ca_system_score_gemma":0.00027492052,"threshold_uncertainty_score":0.9997712},"labels":[],"label_agreement":null},{"id":"W7087352564","doi":"10.71548/bhnp-jt84","title":"Data Access Terms and Data Use Agreements","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Royal Roads University; McMaster University","funders":"","keywords":"","score_opus":0.07959845732015235,"score_gpt":0.30422244481168353,"score_spread":0.22462398749153117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087352564","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034926352,0.0005985797,0.00025882391,0.000071761904,0.00012735628,0.0004341396,0.004352834,0.000019881787,0.99378735],"genre_scores_gemma":[0.00074650825,0.00093803636,0.00021484745,0.00012037635,0.00011210473,2.6656159e-7,0.0051792087,0.00003758127,0.99265105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980203,0.00004247727,0.00015251462,0.0012632173,0.00022983237,0.00029163837],"domain_scores_gemma":[0.9968795,0.000034429464,0.00007797702,0.0027814726,0.00007425588,0.00015235586],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009754419,0.00031866308,0.00025569045,0.00013793969,0.00011486477,0.00020846668,0.0027845083,0.00035899755,0.010902508],"category_scores_gemma":[0.00004067838,0.00035646243,0.00004873865,0.00006728845,0.00017039254,0.00007000454,0.017518597,0.0002816013,0.00004020578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003507914,0.000045947574,0.0022209198,0.00034336612,0.0008565664,0.00041938887,0.000009200768,8.437266e-7,0.0010016114,0.0009765028,0.089144774,0.90463006],"study_design_scores_gemma":[0.0005196431,0.00007144729,0.00017464327,0.00011190982,0.00013749479,0.000009778013,0.000010540371,0.00009100627,0.000088849,0.00004730389,0.9984002,0.0003371711],"about_ca_topic_score_codex":0.000082389575,"about_ca_topic_score_gemma":0.0017996584,"teacher_disagreement_score":0.90925545,"about_ca_system_score_codex":0.000034030534,"about_ca_system_score_gemma":0.00016831531,"threshold_uncertainty_score":0.9998887},"labels":[],"label_agreement":null},{"id":"W7087538711","doi":"10.71548/10nj-yb65","title":"Data management in action","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Durham College; University of Waterloo; McMaster University","funders":"","keywords":"","score_opus":0.11868179741848013,"score_gpt":0.30270299448232924,"score_spread":0.18402119706384912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087538711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.8735184e-7,0.00007588358,0.098670036,0.0007633165,0.00025612008,0.000451502,0.00007446929,0.00011856166,0.89958996],"genre_scores_gemma":[0.000006837254,0.0024631938,0.010582446,0.00013874848,0.00003415636,7.3508426e-7,0.00017111428,0.000016240288,0.9865865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974188,0.00008844904,0.00022792193,0.0013434251,0.0005501687,0.00037121074],"domain_scores_gemma":[0.99641085,0.000103240556,0.00019331714,0.0031560503,0.000043999902,0.00009257109],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0003982403,0.00031073598,0.00026851593,0.0009374725,0.000098881894,0.0009245113,0.008489317,0.00017075613,0.010739369],"category_scores_gemma":[0.000016316011,0.00037373963,0.000060490525,0.00042749467,0.000058712518,0.01618255,0.012708472,0.0005403608,0.00025646377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017892658,0.000017965334,0.000006615069,0.0001088551,0.000118150645,0.00070104597,0.000006121536,0.0000088968945,3.6970079e-7,0.52790135,0.009274007,0.46183875],"study_design_scores_gemma":[0.00046581938,0.00002358115,0.000045934197,0.00019729037,0.00006250139,0.0000018407377,0.000059256326,0.001735801,0.0000013442512,0.0018409718,0.99525887,0.00030680434],"about_ca_topic_score_codex":0.00008093242,"about_ca_topic_score_gemma":0.0008965951,"teacher_disagreement_score":0.98598486,"about_ca_system_score_codex":0.00034917923,"about_ca_system_score_gemma":0.00009276521,"threshold_uncertainty_score":0.99987143},"labels":[],"label_agreement":null},{"id":"W7087579142","doi":"10.71548/7mp6-fn45","title":"Community Research Data Toolkit","year":2025,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Ontario Council of University Libraries; University of British Columbia; Kwantlen Polytechnic University; University of Guelph; Trent University; Ontario Tech University; McMaster University; Durham College; Royal Roads University; University of Waterloo","funders":"","keywords":"","score_opus":0.08684144263634348,"score_gpt":0.31079993887534696,"score_spread":0.2239584962390035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087579142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030770767,0.0010581912,0.000114750794,0.0008503728,0.00019584768,0.0008256086,0.0008204682,0.00012814727,0.99597585],"genre_scores_gemma":[0.0003022185,0.00020085686,0.00010595307,0.0005590976,0.0003424773,0.0000014301108,0.0020459178,0.000051114814,0.99639094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969733,0.00074777537,0.0002623088,0.00074771367,0.00068851595,0.00058040436],"domain_scores_gemma":[0.9953355,0.00041440257,0.00011362863,0.003369146,0.00041029864,0.00035698025],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073897425,0.0003883107,0.00072050985,0.00043679704,0.00061483774,0.00009399491,0.0022454248,0.00051245844,0.1453181],"category_scores_gemma":[0.00015873747,0.00041548442,0.00024032017,0.00050184637,0.00030904374,0.00020232427,0.0032636551,0.0031798996,0.0003933121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007962667,0.00023300396,0.00020303417,0.0008290622,0.0005268905,0.00073174667,0.000087074775,9.532026e-7,0.000007810755,0.006133224,0.66335845,0.32709247],"study_design_scores_gemma":[0.0021889668,0.00023046437,0.00027629227,0.001011822,0.00088405283,0.000008848932,0.0009849215,0.0001227062,0.0000026850084,0.00039119384,0.99359065,0.00030742085],"about_ca_topic_score_codex":0.00047836415,"about_ca_topic_score_gemma":0.00061365915,"teacher_disagreement_score":0.33023217,"about_ca_system_score_codex":0.0006633255,"about_ca_system_score_gemma":0.0022290377,"threshold_uncertainty_score":0.9998297},"labels":[],"label_agreement":null},{"id":"W7087602351","doi":"10.71548/nsgp-n781","title":"Getting started: managing community research data","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"","score_opus":0.2165946714104043,"score_gpt":0.3466512053367631,"score_spread":0.13005653392635877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087602351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001097432,0.00021587368,0.07790658,0.0022298929,0.00020637095,0.00054038444,0.00014614456,0.0002692158,0.91848445],"genre_scores_gemma":[0.00006192882,0.0009936527,0.0106760375,0.00021158271,0.00008139323,7.447053e-7,0.00030538335,0.000038043654,0.98763126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99416333,0.0016294211,0.00034682895,0.0014836753,0.0014698495,0.00090686313],"domain_scores_gemma":[0.9895255,0.0018023021,0.00027870495,0.007780788,0.00037342828,0.00023926514],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.005298112,0.00044759773,0.000440333,0.0013885475,0.0016629066,0.0031652045,0.023634015,0.0002780352,0.009831879],"category_scores_gemma":[0.00034697333,0.00053508376,0.00010032265,0.0008370224,0.0003460196,0.020477468,0.047938928,0.004594134,0.00035009196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024506717,0.000035152592,0.000011973136,0.00026177466,0.00022508897,0.0005476439,0.00011713,0.000008125094,0.0000039339825,0.5422473,0.030930918,0.42558646],"study_design_scores_gemma":[0.0003611766,0.000073292606,0.000014915443,0.00048184302,0.00005943564,0.0000037294487,0.00071844,0.0034958848,0.000004012436,0.0073214285,0.98701704,0.00044879824],"about_ca_topic_score_codex":0.0010967524,"about_ca_topic_score_gemma":0.0013154594,"teacher_disagreement_score":0.9560861,"about_ca_system_score_codex":0.00048006754,"about_ca_system_score_gemma":0.0003974029,"threshold_uncertainty_score":0.9997101},"labels":[],"label_agreement":null},{"id":"W7087654090","doi":"10.71548/mzh6-a877","title":"Template for building a Data Management Plan through conversation","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Durham College; University of Waterloo; McMaster University","funders":"","keywords":"Conversation; Plan (archaeology); Data management; Key (lock); Data collection","score_opus":0.04390168966153529,"score_gpt":0.21814860740043907,"score_spread":0.17424691773890377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087654090","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009591135,0.00046373717,0.008567266,0.00027534054,0.000568309,0.00042226186,0.0016821242,0.000062081985,0.9879493],"genre_scores_gemma":[0.0007038401,0.00031805682,0.0071155275,0.00022358636,0.0000939903,1.9758741e-7,0.0031807413,0.0000047599938,0.9883593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988083,0.00003233649,0.0001647659,0.0006228426,0.00009663982,0.00027510637],"domain_scores_gemma":[0.99922776,0.00014721813,0.0001403538,0.00040239142,0.00002894902,0.00005333023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009969901,0.0002452546,0.00027255734,0.00012890145,0.00022688613,0.000017368195,0.00074912264,0.00035442496,0.0676099],"category_scores_gemma":[0.0000042013085,0.0002617485,0.000078563346,0.000058490037,0.00015142532,0.0002871994,0.00012796001,0.00018713588,0.00016492138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011041384,0.000015670928,0.0110454615,0.0004557165,0.001197707,0.0003713994,0.00014316365,0.00029095053,0.0000012183967,0.2209841,0.052945293,0.71144515],"study_design_scores_gemma":[0.00060926704,0.000069213405,0.0015278304,0.00009818641,0.00024083095,0.000009562562,0.000125183,0.0012713466,5.910402e-7,0.0077022244,0.98807496,0.0002708215],"about_ca_topic_score_codex":0.0001987858,"about_ca_topic_score_gemma":0.0032589508,"teacher_disagreement_score":0.93512964,"about_ca_system_score_codex":0.000022200531,"about_ca_system_score_gemma":0.0000555676,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W7087791386","doi":"10.71548/qmp3-3f51","title":"Data Deposit: community care and control over data","year":2025,"lang":"en","type":"book-chapter","venue":"MacSphere (McMaster University)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Royal Roads University; McMaster University","funders":"","keywords":"","score_opus":0.02658529301943339,"score_gpt":0.21439220382863428,"score_spread":0.1878069108092009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087791386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003210262,0.0003180649,0.0001704107,0.000052654384,0.00012350356,0.00028755245,0.0033290454,0.000045714525,0.995352],"genre_scores_gemma":[0.013079602,0.00024943848,0.00030374574,0.0007563899,0.000032902684,1.730056e-7,0.003757969,0.000025859696,0.98179394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853987,0.0003538523,0.00016667545,0.000583019,0.0000993666,0.00025719573],"domain_scores_gemma":[0.99637574,0.00028548046,0.00013919987,0.0030848295,0.000012893152,0.00010188677],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015919766,0.00033552072,0.00041692896,0.00005670559,0.00064921565,0.00003185038,0.0037910983,0.00047358713,0.18744786],"category_scores_gemma":[0.000015448184,0.00038375237,0.00004602712,0.00006132938,0.00060311233,0.000361247,0.013081495,0.0012606265,0.00018999104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093122537,0.000217676,0.015670395,0.0006541368,0.0011599258,0.00033417298,0.0015163312,0.000048431175,0.00074094447,0.009280276,0.28698254,0.68246394],"study_design_scores_gemma":[0.0007962359,0.000088860215,0.0011571283,0.000075370735,0.00030981045,0.000006584658,0.0002702053,0.000107585896,0.0000029586342,0.0003502146,0.99648905,0.000345989],"about_ca_topic_score_codex":0.0018303231,"about_ca_topic_score_gemma":0.040042076,"teacher_disagreement_score":0.7095065,"about_ca_system_score_codex":0.00016640365,"about_ca_system_score_gemma":0.000035992744,"threshold_uncertainty_score":0.9998614},"labels":[],"label_agreement":null},{"id":"W7114047043","doi":"","title":"Wrongful Discrimination and a Social Concept of Autonomy","year":2025,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Oppression; Hierarchy; Extant taxon; Social hierarchy; Social structure","score_opus":0.02776481444642254,"score_gpt":0.2594735585298852,"score_spread":0.23170874408346265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114047043","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034163033,0.000032717326,0.00039832635,0.0011523172,0.00017505344,0.00024509194,0.00008073119,0.000055036908,0.9978266],"genre_scores_gemma":[0.0037433899,0.00001869989,0.00008531717,0.00013519016,0.000101869155,4.901631e-7,0.000059012316,0.000010027904,0.99584603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988326,0.00019333162,0.00018488911,0.000287409,0.0002960136,0.0002057929],"domain_scores_gemma":[0.9993808,0.00008593036,0.00021838627,0.00009923788,0.00014790929,0.00006772407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001577076,0.0001728873,0.0003102921,0.00016711169,0.00035890983,0.000060273003,0.0003038569,0.00032914695,0.028086873],"category_scores_gemma":[0.000015869791,0.00021328017,0.00012319871,0.00015964036,0.0007592889,0.00025514033,0.00016168001,0.0001718312,0.000011643884],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015600002,0.000022199794,0.000023981038,0.00011818338,0.00004455411,0.000004574346,0.022469094,3.6288353e-7,6.358233e-7,0.749631,0.0093431,0.21832673],"study_design_scores_gemma":[0.0003921009,0.000022510603,0.000119369906,0.00010117978,0.0001521607,6.009303e-8,0.00931533,0.0000036813121,0.0000055743913,0.008304036,0.98138064,0.00020337987],"about_ca_topic_score_codex":0.00055153214,"about_ca_topic_score_gemma":0.0021752042,"teacher_disagreement_score":0.9720375,"about_ca_system_score_codex":0.00047286143,"about_ca_system_score_gemma":0.0009509501,"threshold_uncertainty_score":0.97280157},"labels":[],"label_agreement":null},{"id":"W7115806915","doi":"","title":"Understanding the roles of midwives in political and health systems","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Health care; Qualitative research; Healthcare system; Conceptual framework; Selection (genetic algorithm); Exploratory research; Politics","score_opus":0.10214394388452543,"score_gpt":0.3337144392053099,"score_spread":0.2315704953207845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806915","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059990246,0.0021566956,0.00014400724,0.0019773198,0.00061067083,0.0007608033,0.0001321807,0.000023634402,0.93420446],"genre_scores_gemma":[0.5459649,0.000088034794,0.000006895095,0.000024940973,0.000027072821,5.370478e-7,0.000026696589,0.0000075727658,0.45385334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920213,0.000065805005,0.00021321462,0.00016780455,0.00013120308,0.00021986643],"domain_scores_gemma":[0.99944854,0.000029784977,0.00020823369,0.00015927739,0.00003192087,0.00012221563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012734235,0.00012372158,0.00033342306,0.0001352201,0.00014163861,0.000023496948,0.00012866552,0.000115724455,0.003231367],"category_scores_gemma":[0.000007392142,0.000097793076,0.000070400085,0.00006753227,0.00007976337,0.00005748092,0.000028035789,0.00023714056,0.0000028821173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020458004,0.00035287943,0.057465028,0.051186167,0.00036031482,0.00048184727,0.0065269824,0.00000991805,0.000069409434,0.762137,0.00052784296,0.11883684],"study_design_scores_gemma":[0.004840165,0.0015566376,0.29790485,0.024584642,0.00024958205,0.00017929422,0.19007146,0.00059137406,0.00013399753,0.002049164,0.47722694,0.0006118666],"about_ca_topic_score_codex":0.0024287747,"about_ca_topic_score_gemma":0.008791643,"teacher_disagreement_score":0.7600878,"about_ca_system_score_codex":0.00023272872,"about_ca_system_score_gemma":0.00013518472,"threshold_uncertainty_score":0.9976798},"labels":[],"label_agreement":null},{"id":"W7115806934","doi":"","title":"AUTO INSURANCE AND INDUSTRY-GOVERNMENT RELATIONS, 1929-1971","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insurance law; Government (linguistics); Scrutiny; Politics; Liability insurance; General insurance; Adversarial system; Insurance policy; Casualty insurance","score_opus":0.008985039292981152,"score_gpt":0.19631875765299717,"score_spread":0.18733371836001603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806934","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027412815,0.00034101465,0.0000069338535,0.00016339007,0.00049305387,0.00018626152,0.000098684395,0.000054821863,0.971243],"genre_scores_gemma":[0.020429295,0.0001726268,0.000052968215,0.000043241653,0.0001413116,9.1871505e-7,0.000064731496,0.00001697777,0.97907794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987564,0.000102338534,0.0001348024,0.00031650026,0.00044108246,0.00024885533],"domain_scores_gemma":[0.9994499,0.00003270853,0.00016940052,0.00012891692,0.00005138255,0.00016767578],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009181587,0.00015006002,0.00018273004,0.00033549152,0.001074648,0.0002460928,0.00023426098,0.00064467604,0.04042027],"category_scores_gemma":[0.000023181648,0.0002388428,0.00007319108,0.00045866327,0.00022122028,0.00031023566,0.000027217973,0.00050283776,0.00007018633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016766983,0.00014513399,0.026947955,0.00023165233,0.00016988484,0.00033872467,0.025377186,0.000042513522,0.00004117894,0.08177254,0.1715003,0.69326526],"study_design_scores_gemma":[0.00023842779,0.000011312873,0.030236209,0.00007556876,0.00005292869,3.7264422e-7,0.010657665,0.0000022863142,0.0000019350953,0.00010393028,0.95837736,0.00024199589],"about_ca_topic_score_codex":0.28365675,"about_ca_topic_score_gemma":0.9346896,"teacher_disagreement_score":0.7868771,"about_ca_system_score_codex":0.0017693924,"about_ca_system_score_gemma":0.00076667086,"threshold_uncertainty_score":0.9739726},"labels":[],"label_agreement":null},{"id":"W7115806945","doi":"","title":"\"Canadian History and Creative Remembrance\"","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social research; Social history (medicine); Creativity; Oral history","score_opus":0.011451592276615873,"score_gpt":0.17980540896140637,"score_spread":0.1683538166847905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806945","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029423322,0.0010839187,0.000044747107,0.00009898013,0.0004064226,0.00038672623,0.0005848301,0.00040901877,0.9969824],"genre_scores_gemma":[0.00003594972,0.00015690873,0.00028357032,0.0001682309,0.00023148632,9.472316e-7,0.000027744742,0.0009725224,0.99812263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980053,0.00017356176,0.00013057695,0.0008049224,0.00024264414,0.00064302125],"domain_scores_gemma":[0.9985254,0.000027194432,0.00024409386,0.0005063167,0.000055574546,0.00064143876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006930971,0.00055180985,0.0005070239,0.001461004,0.00008600396,0.000024580162,0.00052187114,0.00051102217,0.8858854],"category_scores_gemma":[0.000012119653,0.00056858995,0.0001160528,0.00023312272,0.00041678842,0.00019929763,0.00016055265,0.00028268408,0.012642316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058138237,0.000014080734,0.00027224055,0.00006773654,0.00020863817,0.00035146117,0.00014300527,1.14272645e-7,0.000073113624,0.0072998335,0.93608385,0.05542779],"study_design_scores_gemma":[0.001148523,0.000033877364,0.000092351365,0.00041639397,0.0001533411,0.000008894776,0.0002230244,0.0000017655349,0.0000082952965,0.000029973118,0.99718666,0.0006969063],"about_ca_topic_score_codex":0.0683653,"about_ca_topic_score_gemma":0.3729512,"teacher_disagreement_score":0.8732431,"about_ca_system_score_codex":0.0039104642,"about_ca_system_score_gemma":0.0006029014,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W7115806958","doi":"","title":"Build Back Better: Challenges, Concerns, and COVID-19 in Canadian Education and Career Development","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Career development; Focus (optics); Service (business); Focus group; Career counseling; Service delivery framework","score_opus":0.05405233534576484,"score_gpt":0.322664340368095,"score_spread":0.2686120050223302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06924332,0.010686132,0.000009377001,0.001894266,0.0011838042,0.00087546906,0.00007909947,0.000034352266,0.91599417],"genre_scores_gemma":[0.0384566,0.0013396153,0.00015073283,0.0028713883,0.0000890761,0.000011431753,0.0006891079,0.000029827792,0.95636225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985123,0.00012046985,0.00020488536,0.0006268263,0.00010782648,0.00042769234],"domain_scores_gemma":[0.9989938,0.00006772033,0.00010074253,0.00019789743,0.000039158233,0.0006006874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001125013,0.00027561004,0.00029171334,0.0005265648,0.00015596584,0.00002777633,0.00019024068,0.00038807004,0.020008681],"category_scores_gemma":[0.000010453998,0.00034925682,0.000028381275,0.00024765145,0.00003667449,0.00007954916,0.00005140636,0.00029452948,0.000042070333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020751494,0.00007174745,0.027483547,0.0013892956,0.00006810542,0.00008489261,0.017245656,6.407051e-7,0.0000016295799,0.0031386353,0.0050959233,0.9452124],"study_design_scores_gemma":[0.00090308994,0.000036795976,0.04759638,0.00023888609,0.000037489564,0.0000033977317,0.026210876,0.0000018238425,0.0000037688176,0.000041422147,0.9246414,0.0002847244],"about_ca_topic_score_codex":0.4793348,"about_ca_topic_score_gemma":0.9663824,"teacher_disagreement_score":0.9449277,"about_ca_system_score_codex":0.0025487426,"about_ca_system_score_gemma":0.0065461453,"threshold_uncertainty_score":0.99989593},"labels":[],"label_agreement":null},{"id":"W7115806974","doi":"","title":"Linguistic identity, boundary work and social status","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Qualitative research; Social status; Boundary (topology); Perspective (graphical); Socioeconomic status; Boundary-work","score_opus":0.01813039921573539,"score_gpt":0.2650728902136204,"score_spread":0.246942490997885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011906757,0.0006275546,0.000027034748,0.00026979475,0.0015658219,0.00021051381,0.000038056325,0.000108782995,0.9852457],"genre_scores_gemma":[0.11005799,0.0006298306,0.00005122879,0.00004850242,0.0010790965,9.0414756e-7,0.000057833917,0.000022079728,0.8880525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998375,0.00015815072,0.00015677924,0.00038007347,0.00042832742,0.0005016741],"domain_scores_gemma":[0.999216,0.00011112269,0.00018390766,0.00007607469,0.00027360398,0.00013929688],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001376756,0.0002482173,0.00033265914,0.00007328224,0.0023840356,0.00024452538,0.00029888985,0.00036156608,0.017740097],"category_scores_gemma":[0.00018256986,0.00023464672,0.00012886152,0.00028314162,0.0004605872,0.00019856085,0.000117097916,0.0002519788,0.00007503532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030973306,0.00006368444,0.01954012,0.00025599607,0.0005128568,0.00022106706,0.26443762,6.3682606e-8,0.0000059287668,0.24020961,0.004033823,0.4704095],"study_design_scores_gemma":[0.00033852813,0.00001279514,0.0052477964,0.000093724586,0.00016356807,8.371545e-8,0.037759006,6.32224e-8,0.0000011982282,0.0023682963,0.9536844,0.0003305291],"about_ca_topic_score_codex":0.0019372839,"about_ca_topic_score_gemma":0.014675241,"teacher_disagreement_score":0.9496506,"about_ca_system_score_codex":0.0003706316,"about_ca_system_score_gemma":0.00025735216,"threshold_uncertainty_score":0.9989147},"labels":[],"label_agreement":null},{"id":"W7115806989","doi":"","title":"“One foot in the door of Canadian culture, another in your own”: Second-Generation Latinx Testimonios of Identity and Belonging","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Foot (prosody); Ethnic group; Identification (biology)","score_opus":0.030050107134646176,"score_gpt":0.2584819927554971,"score_spread":0.22843188562085093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12630722,0.00026637074,0.000016960379,0.00021153454,0.00008733759,0.0003412846,0.000028540626,0.000007444649,0.8727333],"genre_scores_gemma":[0.81299484,0.00021675188,0.0003831095,0.00006637126,0.000027745393,0.0000015503557,0.000032134638,0.0000064453325,0.18627104],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99903226,0.00019637845,0.00019335077,0.00019920518,0.00019278427,0.00018604772],"domain_scores_gemma":[0.99951315,0.000059616657,0.0001982757,0.00010529912,0.00008987494,0.000033756613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020578966,0.00012123,0.00026414864,0.00046099006,0.00017048011,0.000036626534,0.00027613883,0.00014172662,0.0021462345],"category_scores_gemma":[0.00006222347,0.00011785722,0.00004449517,0.0015692245,0.00009954968,0.00023547628,0.000029021008,0.00016521203,5.735256e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008498644,0.00020176636,0.20360826,0.00070343196,0.0002617554,0.000051255236,0.36394864,0.000104978615,0.0014985622,0.10466256,0.001093699,0.3237801],"study_design_scores_gemma":[0.0015943066,0.0001284109,0.5649044,0.00091221643,0.000189472,3.941404e-7,0.3156486,0.00017348459,0.0005059686,0.0009407532,0.114301756,0.000700283],"about_ca_topic_score_codex":0.31665996,"about_ca_topic_score_gemma":0.9827928,"teacher_disagreement_score":0.68668765,"about_ca_system_score_codex":0.00011847547,"about_ca_system_score_gemma":0.00031091398,"threshold_uncertainty_score":0.99876595},"labels":[],"label_agreement":null},{"id":"W7115806997","doi":"","title":"The social media election: A statistical analysis of social media communications during the 2019 Canadian federal election","year":2020,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Social media; Politics; Statistical analysis; Analytics; Relation (database); General election; Political communication","score_opus":0.019007894162424592,"score_gpt":0.2706021493873276,"score_spread":0.251594255224903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115806997","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27316117,0.00090941763,0.00033399244,0.031656057,0.011090215,0.0029323453,0.004798455,0.00030541606,0.6748129],"genre_scores_gemma":[0.9550348,0.0008050286,0.00004676877,0.00014223182,0.0018066878,0.000008427882,0.0016461774,0.0000567797,0.040453088],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945832,0.0020502375,0.000684375,0.00054111046,0.0010727631,0.0010683371],"domain_scores_gemma":[0.9946034,0.003041787,0.00076802855,0.00037841254,0.0006738725,0.00053449644],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032331122,0.00047722284,0.0008376301,0.00044487874,0.012533915,0.00038014472,0.0019284022,0.00084160623,0.016311632],"category_scores_gemma":[0.00066186767,0.00044815522,0.0006919167,0.005834919,0.0018926556,0.00024072596,0.0001716499,0.0014069101,0.000051316296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006084003,0.00015144814,0.0053315586,0.00008450581,0.0060239094,0.000033378285,0.7387972,0.000010146623,0.00016460217,0.16720119,0.0055826236,0.07601105],"study_design_scores_gemma":[0.00064795016,0.00004201405,0.055103533,0.000022935426,0.0049690334,7.4763597e-7,0.5995435,0.0002813536,0.000071936454,0.000477172,0.3382297,0.0006101235],"about_ca_topic_score_codex":0.16131791,"about_ca_topic_score_gemma":0.95217425,"teacher_disagreement_score":0.7908563,"about_ca_system_score_codex":0.0014639251,"about_ca_system_score_gemma":0.00269745,"threshold_uncertainty_score":0.99979705},"labels":[],"label_agreement":null},{"id":"W7115807009","doi":"","title":"ANATOMY EDUCATION AND VIRTUAL REALITY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University; Cleveland Clinic Foundation; Cleveland Clinic","keywords":"Modality (human–computer interaction); Modalities; Virtual reality; Context (archaeology); Embodied cognition; Curriculum; Task (project management); Workload; Learning environment; Visualization","score_opus":0.00601199744809048,"score_gpt":0.21548372999271026,"score_spread":0.2094717325446198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807009","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019834451,0.0029732618,0.00018949206,0.00008452159,0.0013423277,0.00014980506,0.000016259426,0.0006439572,0.9747659],"genre_scores_gemma":[0.11942445,0.0015262779,0.0001071124,0.00003944128,0.00012426537,0.0000022590737,0.00027614462,0.000052930543,0.8784471],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934214,0.000015546046,0.00010900975,0.00025952852,0.00010146022,0.00017233205],"domain_scores_gemma":[0.999692,0.000015274203,0.000024796227,0.00013895585,0.000026039925,0.00010293145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032091724,0.00019801148,0.00019793873,0.00020617119,0.00004284626,0.000023523506,0.00015891997,0.00047154626,0.00870882],"category_scores_gemma":[0.000006944624,0.00022652448,0.00005331345,0.00031829532,0.000047779966,0.000092882256,0.00003518535,0.00047290188,0.00007999191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012693558,0.000015489773,0.000013880458,0.0003462336,0.0000791945,0.000042391206,0.00035025366,0.0000065028826,0.000034335615,0.020950923,0.008196824,0.9699513],"study_design_scores_gemma":[0.00012895507,0.000023980841,0.0001497145,0.00018661923,0.0001083898,0.000006105914,0.0053819,0.00043732492,0.00017958079,0.00087428885,0.9922949,0.00022820567],"about_ca_topic_score_codex":0.00004708265,"about_ca_topic_score_gemma":0.000446965,"teacher_disagreement_score":0.98409814,"about_ca_system_score_codex":0.00011296487,"about_ca_system_score_gemma":0.00008813549,"threshold_uncertainty_score":0.99219733},"labels":[],"label_agreement":null},{"id":"W7115807022","doi":"","title":"APPLICATION OF STANDARD, INTERMEDIATE, AND ADVANCED EVIDENCE SYNTHESES METHODS TO INFORM DECISION MAKING ABOUT OPIOID USE AND GENDER-AFFIRMING CARE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; International Association for Dental Research; U.S. Department of Health and Human Services","keywords":"Systematic review; CLARITY; Psychological intervention; Grading (engineering); Certainty; Evidence-based medicine; Best practice; Meta-analysis","score_opus":0.02881459275886702,"score_gpt":0.33148101535062535,"score_spread":0.30266642259175836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88091254,0.012685095,0.05647698,0.000040088624,0.00051668927,0.0041691107,0.00024920874,0.00016436688,0.04478594],"genre_scores_gemma":[0.8480059,0.0029373025,0.12525105,0.00008983194,0.000031216263,0.000029309223,0.00021254946,0.000072819166,0.023370005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985362,0.000060438164,0.00032753512,0.0005669948,0.00028632744,0.00022247621],"domain_scores_gemma":[0.99812883,0.00072268787,0.00025476824,0.0003678874,0.00039209827,0.00013374838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009547464,0.00034756065,0.0006166541,0.0004659377,0.00012589573,0.000056275658,0.00016258674,0.00023778122,0.00046230326],"category_scores_gemma":[0.00049287523,0.0003576928,0.000090946574,0.00052594015,0.00004197248,0.00036997482,0.00018773341,0.00020194997,0.000001944062],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021120848,0.000027667571,0.008722717,0.002853255,0.0001384578,0.000018883473,0.008361339,0.00002543045,0.0004771542,0.00010094222,0.000012130189,0.97714996],"study_design_scores_gemma":[0.0067383996,0.0027259048,0.44038886,0.080366336,0.0061669615,0.000030208183,0.24303718,0.00086746534,0.019919192,0.00029761437,0.19696824,0.0024936562],"about_ca_topic_score_codex":0.00008284646,"about_ca_topic_score_gemma":0.00042153377,"teacher_disagreement_score":0.9746563,"about_ca_system_score_codex":0.0003427119,"about_ca_system_score_gemma":0.00020811729,"threshold_uncertainty_score":0.9998875},"labels":[],"label_agreement":null},{"id":"W7115807025","doi":"","title":"Global Patterns of Frailty and Multi-Morbidity","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Epidemiology; Frailty Index; Vulnerability (computing); Risk of mortality; Risk assessment; Frailty syndrome; Relative risk","score_opus":0.03160246115465745,"score_gpt":0.2766735915568016,"score_spread":0.24507113040214415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3400724,0.00026306495,0.00026946072,0.00011234954,0.00068183773,0.00061604625,0.00051525247,0.000082999555,0.6573866],"genre_scores_gemma":[0.19474441,0.000117389056,0.00072353985,0.000031378266,0.0000743067,6.3796966e-7,0.0004235907,0.00003021146,0.8038545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866277,0.000044574263,0.00022034495,0.00050075835,0.00030125785,0.00027032115],"domain_scores_gemma":[0.99863833,0.000025816476,0.00037123662,0.00056646764,0.0001898115,0.00020834799],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004876724,0.0003438248,0.0006090893,0.00010331375,0.000116346906,0.000030296094,0.0003293896,0.0004590726,0.022750938],"category_scores_gemma":[0.00005934044,0.00037386635,0.00017437183,0.000116284886,0.000094954135,0.00016345979,0.00009540942,0.00029727822,0.000024931429],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083819596,0.00028097,0.28706956,0.0022122483,0.00046600014,0.0006303815,0.0010007164,0.000002211233,0.00032554573,0.00017856937,0.0010479115,0.7059477],"study_design_scores_gemma":[0.005283024,0.00028092245,0.796605,0.0016622382,0.00079439156,0.000040784853,0.0028293424,0.000087646484,0.0008423603,0.00002433443,0.19105065,0.00049931806],"about_ca_topic_score_codex":0.0022017031,"about_ca_topic_score_gemma":0.013214105,"teacher_disagreement_score":0.7054484,"about_ca_system_score_codex":0.000219257,"about_ca_system_score_gemma":0.00024464485,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W7115807031","doi":"","title":"The Mental Health and Acculturative Experiences of Graduate International Students: A Qualitative Account of Acculturative Experiences, Mental Health Status, and Mental Health Literacy","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Mental health; Mental health literacy; Feeling; Qualitative research; Focus group; Psychological intervention","score_opus":0.03864899380221722,"score_gpt":0.39088683630424137,"score_spread":0.35223784250202417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94975805,0.008705538,0.000011232112,0.009882957,0.0022767815,0.0021068829,0.0007301059,0.00003746607,0.026490994],"genre_scores_gemma":[0.80694664,0.052720588,0.00024194639,0.000325857,0.0001321927,0.000034092453,0.0015994809,0.000022050552,0.13797717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99614114,0.00088485633,0.00066155096,0.0005487271,0.001299454,0.0004642503],"domain_scores_gemma":[0.99771297,0.00019206604,0.0013446345,0.00010214434,0.00041130852,0.00023686195],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006588363,0.00036006572,0.0005957025,0.00017948238,0.0017453578,0.00025833427,0.0007378957,0.00011027061,0.0011054663],"category_scores_gemma":[0.00004919536,0.00029026,0.00012619169,0.00037343754,0.00055330974,0.00086527184,0.00027395898,0.00025745228,0.0000012136577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062593777,0.00013805661,0.00024483763,0.000082849976,0.00030976313,6.189805e-7,0.9567065,1.8989728e-7,0.000004749649,0.0033084417,0.0017217201,0.0368563],"study_design_scores_gemma":[0.0010065299,0.0003779566,0.0003396608,0.000503633,0.0000075534717,3.877665e-7,0.91467714,0.000006326599,0.00003503161,0.00006168583,0.082778834,0.00020526859],"about_ca_topic_score_codex":0.008977672,"about_ca_topic_score_gemma":0.022360899,"teacher_disagreement_score":0.14281142,"about_ca_system_score_codex":0.0010623392,"about_ca_system_score_gemma":0.00089215767,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W7115807071","doi":"","title":"Does SNS Usage by Older Adults Reduce Loneliness?","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Social capital; Lagging; Population ageing; Population; Social media; Order (exchange); Bridge (graph theory); Social engagement","score_opus":0.007762973294601615,"score_gpt":0.2332558214254655,"score_spread":0.22549284813086387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807071","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13055293,0.00032622795,0.00008737926,0.0010893594,0.0036174604,0.0013753254,0.00019182921,0.00080384896,0.86195564],"genre_scores_gemma":[0.12614042,0.00030381256,0.00014210974,0.00008665086,0.00017571311,0.0000035149633,0.00039791912,0.000068853,0.872681],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706113,0.00024200875,0.00029836805,0.0010313728,0.0006088568,0.00075827545],"domain_scores_gemma":[0.9984343,0.00010513003,0.00040461376,0.0005647826,0.0002803026,0.00021084273],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017220128,0.0004987811,0.00053274503,0.00031433866,0.0005388754,0.000118525764,0.0014479752,0.0013442341,0.06688835],"category_scores_gemma":[0.00008157919,0.00045479933,0.00022416947,0.00096330367,0.0002728758,0.0005490735,0.00013452947,0.0007465564,0.00063353084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007436282,0.00043011727,0.004914693,0.00063421024,0.00035953132,0.00024611884,0.04967879,0.000003896894,0.0004707434,0.0032901496,0.056497756,0.88273036],"study_design_scores_gemma":[0.0014206867,0.00004396158,0.001351314,0.0006640876,0.00015648577,7.073464e-7,0.104948565,0.0000086783875,0.0008199951,0.00008278223,0.88969964,0.00080308097],"about_ca_topic_score_codex":0.0037796271,"about_ca_topic_score_gemma":0.02930769,"teacher_disagreement_score":0.88192725,"about_ca_system_score_codex":0.00037807517,"about_ca_system_score_gemma":0.00039834328,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W7115807078","doi":"","title":"Binaries in the formation of multiple populations","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Globular cluster; Ejecta; Metallicity; Stars; Population; Binary number; Binary star; Stellar evolution","score_opus":0.023157187585793486,"score_gpt":0.22127834322502124,"score_spread":0.19812115563922775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07001175,0.00006348863,0.00015030416,0.000054766086,0.00040969602,0.0003184706,0.00004373729,0.00002423676,0.92892355],"genre_scores_gemma":[0.8277746,0.000012540622,0.00006141309,0.0000067907326,0.00006926039,0.000001972772,0.0013468978,0.000013391936,0.17071316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933964,0.000060290105,0.0001708926,0.00014094984,0.00014498427,0.0001432703],"domain_scores_gemma":[0.999488,0.00013838628,0.00017255105,0.00013905304,0.00004634575,0.000015677679],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053635165,0.00015011066,0.0001990099,0.00014133073,0.00012648547,0.000021642865,0.00019658166,0.000065446344,0.003917259],"category_scores_gemma":[0.000007006238,0.00013199278,0.00008879051,0.00040619908,0.000024973078,0.00012875014,0.00002314645,0.00015379877,0.000039269704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010838295,0.00007634664,0.9073781,0.00014608006,0.00009563796,0.000009766877,0.013242778,0.00041834643,0.000004472675,0.003991652,0.0019054364,0.07262301],"study_design_scores_gemma":[0.0010659985,0.000058153928,0.83017856,0.0001941189,0.00027199014,4.4178987e-7,0.10353692,0.00076264126,0.000097799435,0.0012399784,0.062226046,0.00036732777],"about_ca_topic_score_codex":0.001838254,"about_ca_topic_score_gemma":0.005444715,"teacher_disagreement_score":0.75821036,"about_ca_system_score_codex":0.000020030324,"about_ca_system_score_gemma":0.000024943283,"threshold_uncertainty_score":0.9969933},"labels":[],"label_agreement":null},{"id":"W7115807079","doi":"","title":"Applying Atmospheric Chemistry to Art Conservation in the Laboratory and the Classroom","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Context (archaeology); Conservation; Science education; Conservation science; Environmental education","score_opus":0.013774404386622209,"score_gpt":0.1987578218779156,"score_spread":0.1849834174912934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013862459,0.000302718,0.00003782007,0.00221367,0.00017938152,0.00093732623,0.000030355022,0.000064375134,0.98237187],"genre_scores_gemma":[0.006610154,0.0001237117,0.00007723981,0.0020587665,0.00010392223,0.000067307636,0.000081046,0.000013085469,0.99086475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919605,0.00009391202,0.00017961509,0.00024017884,0.00014528722,0.00014492524],"domain_scores_gemma":[0.9993574,0.00017610364,0.00011550442,0.00018953884,0.00014108219,0.00002034895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017319611,0.00019727241,0.00023623163,0.000020128127,0.00040492095,0.0001858401,0.00028740012,0.00008011706,0.007214681],"category_scores_gemma":[0.000027751512,0.0001418854,0.00006182185,0.00023872663,0.000108498556,0.00010156001,0.000064753345,0.0002683517,0.000011172215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015813964,0.00014290975,0.0026466285,0.0014441896,0.00040020517,0.000084265994,0.09290327,0.000018545563,0.00008401476,0.37382182,0.24387035,0.2830024],"study_design_scores_gemma":[0.00045183115,0.000010703408,0.00027537398,0.00013958478,0.00006512272,2.5647455e-7,0.060161673,0.000065336244,0.000016741988,0.00036268678,0.93829864,0.00015204691],"about_ca_topic_score_codex":0.00045136135,"about_ca_topic_score_gemma":0.013561045,"teacher_disagreement_score":0.6944283,"about_ca_system_score_codex":0.000064938155,"about_ca_system_score_gemma":0.00008344516,"threshold_uncertainty_score":0.9936929},"labels":[],"label_agreement":null},{"id":"W7115807081","doi":"","title":"Evidence Brief: Soutenir des approches optimales de dépistage au Canada","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Point (geometry); Work (physics); Conceptualization; Context (archaeology)","score_opus":0.023443194570611295,"score_gpt":0.1994929810214199,"score_spread":0.1760497864508086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807081","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005449391,0.0034693559,0.005954407,0.00010718659,0.00059756375,0.002070031,0.0008931942,0.00047085254,0.980988],"genre_scores_gemma":[0.013466283,0.00059867115,0.011201009,0.00021383318,0.0007465297,0.000010359508,0.00006685289,0.0018010114,0.97189546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98881364,0.001371999,0.00096170057,0.0031712372,0.0017062421,0.003975208],"domain_scores_gemma":[0.9927316,0.0006806444,0.0016442006,0.0021804678,0.000599538,0.002163573],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005554149,0.002795921,0.0021274702,0.0009321942,0.0012711328,0.0006957743,0.0046328353,0.0015094557,0.7015701],"category_scores_gemma":[0.00032486423,0.003444574,0.00074037997,0.0027888007,0.0032707294,0.0018216616,0.002162083,0.0017519605,0.007507128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0026612584,0.001124754,0.08797437,0.010389886,0.0068417825,0.012067513,0.009682978,0.00487078,0.003834142,0.00762129,0.3914447,0.46148652],"study_design_scores_gemma":[0.0019579167,0.00022379948,0.003880754,0.00607705,0.0013204,0.00012425547,0.009448646,0.0010405531,0.00038650335,0.00003134524,0.97200084,0.003507915],"about_ca_topic_score_codex":0.90113336,"about_ca_topic_score_gemma":0.96732175,"teacher_disagreement_score":0.694063,"about_ca_system_score_codex":0.017868213,"about_ca_system_score_gemma":0.017501391,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W7115807102","doi":"","title":"Considerations For Identifying and Conducting Cluster Trials","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CRTS; Randomized controlled trial; Baseline (sea); Cluster (spacecraft); Randomization; MEDLINE; Cluster randomised controlled trial; Systematic review","score_opus":0.7608806139722594,"score_gpt":0.48240620420196234,"score_spread":0.278474409770297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807102","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03239864,0.0034265534,0.027117562,0.0009403977,0.0035412298,0.0046162587,0.0002627023,0.000030057494,0.9276666],"genre_scores_gemma":[0.009899296,0.000030949795,0.010411839,0.00016384541,0.00015940043,0.000008055029,0.00016976318,0.000026519345,0.9791303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9834566,0.00820445,0.005117313,0.001312705,0.0016548985,0.00025401844],"domain_scores_gemma":[0.9768055,0.013766747,0.0060917735,0.001363635,0.0018083261,0.00016401657],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.035322804,0.00041749887,0.004466404,0.0004952826,0.00048349873,0.0022742942,0.00061661686,0.00029946837,0.35701662],"category_scores_gemma":[0.037902933,0.0002840521,0.0020235963,0.0007987288,0.000038578033,0.00044497554,0.00011991227,0.00023202761,0.0002134995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020437448,0.000118078744,0.0016066203,0.0019305458,0.004435245,0.00015054735,0.012627047,0.00012856306,0.002171453,0.027239725,0.235569,0.7138188],"study_design_scores_gemma":[0.0012938072,0.00003310074,0.00023500563,0.00033753872,0.0028438375,0.000021721606,0.080222316,0.0009619317,0.00037861365,0.008039738,0.9050343,0.00059805944],"about_ca_topic_score_codex":0.000019682013,"about_ca_topic_score_gemma":0.0013246996,"teacher_disagreement_score":0.7132207,"about_ca_system_score_codex":0.000051415413,"about_ca_system_score_gemma":0.00018852948,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W7115807104","doi":"","title":"Comparing Civic participation Between Korea and Canada","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civic engagement; Politics; Preference; Social engagement; General Social Survey; Political efficacy; Survey data collection; Identity (music)","score_opus":0.025942291165503353,"score_gpt":0.24292516778629145,"score_spread":0.21698287662078808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807104","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42275178,0.00020597898,0.000005933016,0.0000772066,0.0003618401,0.00010218334,0.000007391869,0.000027713697,0.57645994],"genre_scores_gemma":[0.6162176,0.00009199682,0.000011470407,0.000025569778,0.00026071098,5.7316595e-7,0.00020182697,0.000010829445,0.38317943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988315,0.00016861536,0.00012102347,0.000274147,0.00030623216,0.00029849043],"domain_scores_gemma":[0.99942976,0.000096838485,0.000121354235,0.00007837179,0.000097451666,0.00017623568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008258304,0.00015317232,0.00027426172,0.000041574713,0.0005398942,0.00008780139,0.00017424053,0.00023232574,0.010869772],"category_scores_gemma":[0.000021785889,0.00019489549,0.00005265386,0.00030499123,0.000066116576,0.00014425174,0.000045332054,0.0002279942,0.0000046577243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105334024,0.000048406717,0.31124598,0.00022882,0.00035589287,0.00021736471,0.06555928,0.000023938303,0.000012011684,0.0110724075,0.0067351763,0.6043954],"study_design_scores_gemma":[0.00042217955,0.000022508031,0.16207924,0.00019276449,0.0002987588,1.7231568e-7,0.1661614,0.000021871989,0.000037484384,0.0002173251,0.67000365,0.0005426419],"about_ca_topic_score_codex":0.7670433,"about_ca_topic_score_gemma":0.99607056,"teacher_disagreement_score":0.66326845,"about_ca_system_score_codex":0.0003202525,"about_ca_system_score_gemma":0.0006388326,"threshold_uncertainty_score":0.9900344},"labels":[],"label_agreement":null},{"id":"W7115807127","doi":"","title":"HIGH INTENSITY AEROBIC EXERCISE AFTER STROKE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Cardiorespiratory fitness; Exercise prescription; High-intensity interval training; Aerobic exercise; Interval training; Stroke (engine); Randomized controlled trial; Psychological intervention; Cardiovascular fitness","score_opus":0.007458875496501901,"score_gpt":0.21209655719716328,"score_spread":0.20463768170066138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807127","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5602902,0.0014276545,0.000026321211,0.00025912724,0.0046521877,0.0008519524,0.000080688704,0.00031001033,0.43210185],"genre_scores_gemma":[0.1179412,0.00025501824,0.0005314853,0.00013154352,0.00022062311,0.0000043773175,0.00042078155,0.00007337438,0.8804216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983533,0.000036478403,0.00026829628,0.00065790955,0.00035263726,0.00033136978],"domain_scores_gemma":[0.9989918,0.00004563332,0.000112025926,0.0003725513,0.00024445425,0.00023355005],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005550257,0.00042652542,0.0007292866,0.0005406393,0.00006733259,0.00005768938,0.00016369161,0.0005450396,0.107070565],"category_scores_gemma":[0.000018859426,0.00041235026,0.00056988315,0.00047607414,0.000071553426,0.00014310984,0.00007214227,0.0007216163,0.001223661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021743778,0.00076317036,0.01547788,0.009548445,0.0025047082,0.0063535366,0.006336874,0.000025554531,0.0033278903,0.0010722978,0.048407376,0.8844385],"study_design_scores_gemma":[0.0032828532,0.0006498045,0.07163264,0.0056790155,0.0038731887,0.00006593947,0.019343076,0.000051757557,0.0029414191,0.00013818892,0.8911569,0.0011852263],"about_ca_topic_score_codex":0.00013290011,"about_ca_topic_score_gemma":0.00032747723,"teacher_disagreement_score":0.8832533,"about_ca_system_score_codex":0.00034125737,"about_ca_system_score_gemma":0.0002078092,"threshold_uncertainty_score":0.9998328},"labels":[],"label_agreement":null},{"id":"W7115807145","doi":"","title":"The Effect of Ram Pressure on Star Formation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ram pressure; Star formation; Galaxy; Population; Halo; Galaxy formation and evolution; Sky; Accretion (finance)","score_opus":0.004004845044825721,"score_gpt":0.18496666508819531,"score_spread":0.18096182004336958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6249765,0.00018149316,0.000039854058,0.000029603545,0.0007264801,0.0006841276,0.00010165852,0.00007041845,0.37318984],"genre_scores_gemma":[0.6259702,0.0000072152143,0.000010351582,3.8320215e-7,0.00009548916,0.0000041657518,0.00049113337,0.000025972471,0.37339512],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987741,0.00013904151,0.000273101,0.00024875472,0.00031090787,0.00025410161],"domain_scores_gemma":[0.99907124,0.00011571077,0.0003363711,0.00031228847,0.00010594764,0.00005841641],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014040599,0.00031640014,0.00028261504,0.0001469615,0.00028331345,0.00009217178,0.00038205917,0.00012458696,0.010713192],"category_scores_gemma":[0.000004601364,0.00025347082,0.00021969968,0.0003538503,0.000044139815,0.0003548053,0.000050754144,0.00033639028,0.0002101803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004632885,0.00031583916,0.46766824,0.0072354334,0.0047637727,0.0000011581465,0.023419252,0.0016306285,0.00037823306,0.1609334,0.0374175,0.29160368],"study_design_scores_gemma":[0.0023241302,0.0010349395,0.21557415,0.00090237695,0.0015247519,8.1670356e-7,0.013476963,0.003488883,0.005369735,0.0016398687,0.7537006,0.00096278184],"about_ca_topic_score_codex":0.00011774401,"about_ca_topic_score_gemma":0.00012186432,"teacher_disagreement_score":0.7162831,"about_ca_system_score_codex":0.00010032267,"about_ca_system_score_gemma":0.00006407427,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W7115807216","doi":"","title":"Modifiable cardiovascular risk factors and carotid intima-media thickness in children and youth with obesity","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intima-media thickness; Obesity; Subclinical infection; Carotid arteries; Carotid ultrasonography; Ultrasonography; Common carotid artery; Disease; Cardiovascular health","score_opus":0.0077051732995765555,"score_gpt":0.19467446078063208,"score_spread":0.1869692874810555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97815436,0.0024215714,0.00014148462,0.0000030906406,0.00011690464,0.0010488053,0.00020937803,0.00005676112,0.017847633],"genre_scores_gemma":[0.98372185,0.0014078998,0.0003617441,0.000015605974,0.00015121159,0.0000029662747,0.0025772527,0.00006958576,0.011691856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808794,0.00018806322,0.00019621743,0.00073480274,0.00043344632,0.00035950923],"domain_scores_gemma":[0.9988874,0.00002141412,0.0001360697,0.00043265324,0.00013715054,0.00038527237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021949247,0.00040580894,0.00084390125,0.00032231625,0.00016500139,0.000041492567,0.00010215802,0.00038707128,0.00093289313],"category_scores_gemma":[0.00003371868,0.00037265517,0.00033709934,0.0004127847,0.00011056346,0.00018989522,0.000070808666,0.0004880336,0.0000060741995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001421424,0.00013488013,0.95860577,0.0009013874,0.0017644936,0.00007256219,0.0041372455,0.00004885778,0.000004313808,0.000022805541,0.000025702286,0.032860536],"study_design_scores_gemma":[0.004928529,0.00010375174,0.980658,0.0005645842,0.004343061,0.000033466684,0.007898483,0.000022570319,0.000050068218,0.000018383103,0.0009521488,0.00042698422],"about_ca_topic_score_codex":0.0088768145,"about_ca_topic_score_gemma":0.0019328168,"teacher_disagreement_score":0.032433555,"about_ca_system_score_codex":0.0001490194,"about_ca_system_score_gemma":0.00022643588,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W7115807264","doi":"","title":"Resource withdrawal from medical services","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Government (linguistics); Rationing; Order (exchange); Resource management (computing); Proposition; Resource allocation; Health care","score_opus":0.1847271683798161,"score_gpt":0.4212998836585294,"score_spread":0.2365727152787133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807264","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06049746,0.00046273318,0.000018018924,0.0029803182,0.0023792174,0.00088162534,0.00023277954,0.0003048723,0.932243],"genre_scores_gemma":[0.012471667,0.00025177922,0.00018070635,0.0031916962,0.0014604619,0.000008951556,0.0022187482,0.00013904384,0.98007697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99279267,0.0029289455,0.0007874395,0.0011245289,0.0013782023,0.0009882379],"domain_scores_gemma":[0.99428076,0.0012864221,0.001827657,0.0013261175,0.0004078727,0.00087117194],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0010892777,0.0006146825,0.00093985675,0.00025115078,0.0023679663,0.000092111826,0.002288008,0.0024725336,0.38563067],"category_scores_gemma":[0.00043252576,0.000655536,0.00021108106,0.0002819899,0.00014870882,0.0007681734,0.00041391296,0.0038644993,0.0029110971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003182692,0.00027624101,0.07187703,0.006185744,0.0007797828,0.0018275328,0.031885877,0.0000012505822,0.000047261372,0.0026174875,0.021957254,0.8593618],"study_design_scores_gemma":[0.0013776051,0.000060193324,0.016631417,0.0030063074,0.00022639846,0.0000014119879,0.058398597,0.000029170185,0.000011646901,0.0001712629,0.91953087,0.00055513676],"about_ca_topic_score_codex":0.028932866,"about_ca_topic_score_gemma":0.16464207,"teacher_disagreement_score":0.8975736,"about_ca_system_score_codex":0.0005505103,"about_ca_system_score_gemma":0.0022682406,"threshold_uncertainty_score":0.99958956},"labels":[],"label_agreement":null},{"id":"W7115807311","doi":"","title":"Indigenous Child Welfare Dispute Resolution","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Cognitive reframing; Storytelling; Transformational leadership; Welfare; Honour; Transformative learning; Empowerment; Grounded theory; Participant observation","score_opus":0.00894136806711779,"score_gpt":0.2372655672096237,"score_spread":0.2283241991425059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807311","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069682878,0.00052246184,0.00003884463,0.00027645953,0.0026680185,0.00097279536,0.000055349876,0.00018428768,0.9883135],"genre_scores_gemma":[0.006961079,0.004719509,0.00011087457,0.000028110506,0.0005401755,8.2766894e-7,0.00080789946,0.000029135288,0.9868024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756575,0.00038874932,0.00026623317,0.00057374284,0.0004650455,0.000740505],"domain_scores_gemma":[0.99882597,0.000044302622,0.0002983477,0.00031336813,0.00028542933,0.00023255755],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024702886,0.00032091915,0.00034555382,0.00043288828,0.014370348,0.00011808197,0.00070016633,0.0007747525,0.026378887],"category_scores_gemma":[0.0000042708607,0.0003534568,0.00018900799,0.0010362956,0.000103307706,0.0003264992,0.0000045813154,0.0005427846,0.00012755426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022409702,0.00027582742,0.0002528576,0.00058375415,0.00017298876,0.00006348268,0.5225468,0.000018274848,3.449442e-7,0.36610606,0.00068416493,0.10907131],"study_design_scores_gemma":[0.00025693697,0.000037639507,0.00094783265,0.00023587358,0.00012444146,7.1977746e-7,0.042456973,0.0000020256152,0.000011047472,0.00013455337,0.95543027,0.0003616837],"about_ca_topic_score_codex":0.14320692,"about_ca_topic_score_gemma":0.9577201,"teacher_disagreement_score":0.9547461,"about_ca_system_score_codex":0.001062769,"about_ca_system_score_gemma":0.008220698,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W7115807334","doi":"","title":"INFLUENCE OF SPRUCE BUDWORM DEFOLIATION ON STREAM MICROBIOMES","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Forêts, de la Faune et des Parcs; Natural Resources Canada; Jarislowsky Foundation; McMaster University","keywords":"Spruce budworm; Plant litter; Biomass (ecology); Microbial population biology; Ecosystem; Litter; STREAMS; Water quality; Dissolved organic carbon","score_opus":0.007912520000455673,"score_gpt":0.18429872576867776,"score_spread":0.1763862057682221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807334","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78302765,0.00000514695,0.0000021219503,0.000029087105,0.00022461737,0.00019020542,0.00006985885,0.00006905616,0.21638225],"genre_scores_gemma":[0.2674007,0.0000401916,0.00007449107,0.00010083527,0.00001868086,7.9311195e-7,0.00041026573,0.00003333688,0.7319207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99864286,0.00006248449,0.00020221782,0.00050108717,0.00024983587,0.00034149404],"domain_scores_gemma":[0.99930894,0.000046130554,0.00026638317,0.00025770563,0.000026856866,0.00009396208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000066258675,0.00028469393,0.0003107727,0.00020134686,0.0001596466,0.000020754569,0.0005756343,0.00034489797,0.069589674],"category_scores_gemma":[0.0000129958935,0.0003262809,0.00013130612,0.00067923433,0.00014460184,0.00026703416,0.00020338353,0.00023547103,0.0036348766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005580576,0.0017566822,0.22967358,0.0020230922,0.0013543348,0.0015257894,0.018763253,0.17519343,0.09579799,0.0027377326,0.11580048,0.34979308],"study_design_scores_gemma":[0.0039431546,0.0015082179,0.46027458,0.0007477726,0.0006803228,0.000009414464,0.013374466,0.0006344514,0.07810379,0.00090196764,0.43727913,0.0025427295],"about_ca_topic_score_codex":0.0021440329,"about_ca_topic_score_gemma":0.017255483,"teacher_disagreement_score":0.51562697,"about_ca_system_score_codex":0.00033558204,"about_ca_system_score_gemma":0.000031308107,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W7115807338","doi":"","title":"“Trauma, Pedagogy, and Critical Publics”","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social research; Cultural studies; Context (archaeology)","score_opus":0.020527142809615383,"score_gpt":0.2552433521580136,"score_spread":0.2347162093483982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009088307,0.00050066743,0.00056782336,0.0005670334,0.00037884846,0.00032785197,0.0006788199,0.00089707284,0.99607277],"genre_scores_gemma":[0.0001861694,0.00007486287,0.00083525846,0.000108828164,0.00046231924,9.732722e-7,0.000027344688,0.0012103663,0.99709386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997372,0.00022422611,0.00019013199,0.001006038,0.00040419784,0.00080346316],"domain_scores_gemma":[0.99845594,0.00013698911,0.00017435527,0.0006353586,0.00008912456,0.0005082247],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011347508,0.0006527784,0.00060123455,0.0010888032,0.00012818663,0.00015814658,0.0007086499,0.00073117577,0.783971],"category_scores_gemma":[0.000057669804,0.000638346,0.00016429923,0.00054724375,0.0008660776,0.0003602139,0.00059887464,0.0004268862,0.016153954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070738664,0.00009803413,0.0005163987,0.00015493153,0.00018353082,0.000357402,0.000060787956,4.2048246e-8,0.000046897036,0.045879684,0.7269955,0.225636],"study_design_scores_gemma":[0.0016616976,0.00006272982,0.00010754681,0.00029665284,0.00020931523,0.000034725916,0.00031403845,0.0000045267784,0.0000129495465,0.00016720522,0.996335,0.000793592],"about_ca_topic_score_codex":0.0002983956,"about_ca_topic_score_gemma":0.0019749992,"teacher_disagreement_score":0.767817,"about_ca_system_score_codex":0.00022856981,"about_ca_system_score_gemma":0.00015681707,"threshold_uncertainty_score":0.9996068},"labels":[],"label_agreement":null},{"id":"W7115807401","doi":"","title":"Looking Forward","year":2013,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Term (time); Field (mathematics); Fiction theory; Philosophy of science; Techno-thriller; Happening","score_opus":0.010535984199807188,"score_gpt":0.19151958398438879,"score_spread":0.1809835997845816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000068158665,0.00026548235,0.00086206576,0.000027878097,0.00041893008,0.00064247055,0.00018595585,0.0014436776,0.99614674],"genre_scores_gemma":[0.000042669766,0.000033828983,0.0014625618,0.00009204984,0.0003974667,0.0000015577781,0.000065654676,0.0020485655,0.9958556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975773,0.00015072376,0.000192052,0.0008633589,0.0004514886,0.0007650648],"domain_scores_gemma":[0.99840796,0.000030880976,0.0004108615,0.00078762334,0.000056990248,0.00030567977],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000065919805,0.00070574746,0.0006370412,0.0011780916,0.00010034252,0.000116470954,0.0010658953,0.00068187166,0.89428484],"category_scores_gemma":[0.000010105634,0.00080347783,0.00029316978,0.0011636168,0.0001982838,0.0002568215,0.00052337314,0.0004956661,0.08144016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026833452,0.00004774418,0.00028120744,0.0001077151,0.00033048054,0.00020888416,0.000080203674,0.0000059720387,0.000059680893,0.0051088785,0.88639456,0.10734784],"study_design_scores_gemma":[0.001076849,0.000039121333,0.000029132014,0.00035550832,0.00023450659,0.000009141135,0.00042459858,0.000048769198,0.000030687348,0.000030667048,0.99685496,0.0008660612],"about_ca_topic_score_codex":0.0007635529,"about_ca_topic_score_gemma":0.0007887868,"teacher_disagreement_score":0.8128447,"about_ca_system_score_codex":0.0004060571,"about_ca_system_score_gemma":0.00009039233,"threshold_uncertainty_score":0.9994416},"labels":[],"label_agreement":null},{"id":"W7115807404","doi":"","title":"External social media and internal communication: Insights from practitioners on an understudied dynamic","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Qualitative research; Internal communications; Work (physics); Qualitative analysis","score_opus":0.02933019314929171,"score_gpt":0.28737554269035853,"score_spread":0.25804534954106684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807404","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2660214,0.000881793,0.0006261518,0.0027302937,0.0015417995,0.0007901039,0.00012135,0.00031798947,0.7269691],"genre_scores_gemma":[0.84777164,0.0047735875,0.0004076006,0.00011161139,0.0002300383,0.0000075217717,0.0018282417,0.00007086434,0.1447989],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.995567,0.0017711811,0.00054181804,0.0008563152,0.0008400585,0.0004236281],"domain_scores_gemma":[0.99683404,0.0008471531,0.0009253553,0.0007244081,0.00035923274,0.00030983431],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029647342,0.00051909813,0.0005417467,0.00052204356,0.0033482087,0.0006097149,0.0016363704,0.00076409196,0.014243608],"category_scores_gemma":[0.00010433502,0.00062799995,0.00020935514,0.0012933771,0.0006749087,0.001614219,0.0004008977,0.0011795494,0.00020659213],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000876021,0.00080327236,0.0005303676,0.000059898117,0.0009648281,0.000057675792,0.36377236,0.00008553139,0.00017191654,0.12450315,0.0013244195,0.50685054],"study_design_scores_gemma":[0.0023206966,0.0001804532,0.0604394,0.0006266083,0.0006101515,0.0000013229364,0.79987967,0.002293452,0.000010019008,0.01668401,0.115804985,0.0011492142],"about_ca_topic_score_codex":0.00460283,"about_ca_topic_score_gemma":0.06858395,"teacher_disagreement_score":0.58217025,"about_ca_system_score_codex":0.00077474234,"about_ca_system_score_gemma":0.00032933935,"threshold_uncertainty_score":0.99961716},"labels":[],"label_agreement":null},{"id":"W7115807426","doi":"","title":"Surface Modification of Magnetite for Supercapacitors: Experiment and Theory","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada; McMaster University","keywords":"Supercapacitor; Anode; Adsorption; Energy storage; Surface modification; Nanoparticle; Magnetite; Benzoic acid; Fabrication","score_opus":0.02467497021329534,"score_gpt":0.2379691176805301,"score_spread":0.21329414746723477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807426","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97556996,0.00025744012,0.00031896276,0.000019007663,0.0013881249,0.0006632692,0.0002939591,0.000118179014,0.021371093],"genre_scores_gemma":[0.49036446,0.00028361916,0.0031264604,0.000016277234,0.00029654938,0.000021902628,0.0010544467,0.00012991151,0.5047064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986701,0.00013089365,0.0002822939,0.0004807379,0.00020555676,0.0002304149],"domain_scores_gemma":[0.9991379,0.00014147257,0.00020093603,0.00027464394,0.0001734017,0.00007167768],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027751413,0.00025250542,0.00035351183,0.00011890387,0.00012697303,0.0000677725,0.00027709646,0.0002598832,0.010671564],"category_scores_gemma":[0.000030383662,0.0002705536,0.000090372196,0.0001918926,0.000094559226,0.00023376846,0.00004284968,0.00006718333,0.0000550892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048368148,0.000043668693,0.0000423751,0.00043986525,0.000024866935,0.000001550759,0.0031998227,0.000021882272,0.97678345,0.005607774,0.00036048336,0.012990562],"study_design_scores_gemma":[0.0012671425,0.000317164,0.0013319928,0.00034530283,0.00025693479,0.0000017352814,0.039843086,0.00014756281,0.9115322,0.0012583146,0.042969346,0.00072918483],"about_ca_topic_score_codex":0.00017251182,"about_ca_topic_score_gemma":0.00005164334,"teacher_disagreement_score":0.4852055,"about_ca_system_score_codex":0.00008288366,"about_ca_system_score_gemma":0.000054086035,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W7115807504","doi":"","title":"Dysglycemia and carotid intima-media thickness in children and youth with obesity","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Obesity; Glycemic; Diabetes mellitus; Impaired fasting glucose; Disease; Population; Impaired glucose tolerance","score_opus":0.008360067810094296,"score_gpt":0.20845042229211805,"score_spread":0.20009035448202375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.860075,0.000056897432,0.000003364948,0.000029555176,0.00008797753,0.0005996448,0.000081107944,0.00005238898,0.13901404],"genre_scores_gemma":[0.9235406,0.00008468684,0.00011976067,0.000026763364,0.00011595821,0.0000010589293,0.0005785565,0.000054268658,0.07547833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830365,0.00007589858,0.00015573482,0.0007655675,0.00033236213,0.00036679834],"domain_scores_gemma":[0.9988906,0.00004973232,0.00023462347,0.0004408053,0.000112693786,0.0002715887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007838218,0.0004731417,0.000788739,0.00024006116,0.00018570074,0.00008564815,0.0002539994,0.00043690452,0.0012908884],"category_scores_gemma":[0.000031360774,0.00045405328,0.00007419042,0.00023235846,0.00024560755,0.00036144807,0.00015909798,0.0008754138,0.000012608551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006079976,0.0007003598,0.9769105,0.00033992514,0.00014858587,0.00011346543,0.0021727807,8.29428e-7,0.00004976951,0.0002434456,0.000021299571,0.01869108],"study_design_scores_gemma":[0.003255038,0.00025764512,0.99083227,0.0007405702,0.00066534866,0.000034562516,0.003171875,0.0000060339726,0.00027502145,0.000075290394,0.00021417465,0.00047216553],"about_ca_topic_score_codex":0.0017357618,"about_ca_topic_score_gemma":0.0068575554,"teacher_disagreement_score":0.063535705,"about_ca_system_score_codex":0.00014704392,"about_ca_system_score_gemma":0.00015209209,"threshold_uncertainty_score":0.99979115},"labels":[],"label_agreement":null},{"id":"W7115807682","doi":"","title":"Drinking Water Advisories and Pathways Forward","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Indigenous; Participatory action research; Community-based participatory research; Citizen journalism; Perspective (graphical); Focus group; Best practice; Baseline (sea)","score_opus":0.011622268222528463,"score_gpt":0.19276943000461574,"score_spread":0.18114716178208728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31724852,0.000013104358,0.00011131773,0.000044881246,0.00025614392,0.00020266962,0.000007434915,0.00005193045,0.682064],"genre_scores_gemma":[0.35586438,0.0000132725645,0.00008925984,0.0000769413,0.000015013578,6.127516e-7,0.00014644553,0.000018687395,0.6437754],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987713,0.0000799579,0.00014807312,0.00046009,0.0002543413,0.00028624394],"domain_scores_gemma":[0.99959785,0.000021208272,0.00007998408,0.00018861871,0.00001434835,0.00009797191],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010127825,0.00024905964,0.00023685557,0.00005811723,0.00015761345,0.00006964916,0.00025286997,0.00022241031,0.12938072],"category_scores_gemma":[0.0000045099914,0.00021701273,0.000081433725,0.00011469866,0.00007000098,0.00034514998,0.00021131951,0.00021538745,0.0009198285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039550776,0.00010291574,0.041527897,0.0004051519,0.00011670432,0.00011605183,0.018330697,0.00007742322,0.0077668717,0.003253903,0.0012930173,0.92661387],"study_design_scores_gemma":[0.0009534119,0.00011808367,0.024873974,0.00009194127,0.00010486619,0.0000028776183,0.0064582243,0.00018579989,0.0078824945,0.0005355835,0.95804703,0.00074572855],"about_ca_topic_score_codex":0.00023457612,"about_ca_topic_score_gemma":0.0011525434,"teacher_disagreement_score":0.95675397,"about_ca_system_score_codex":0.00015746345,"about_ca_system_score_gemma":0.000009468484,"threshold_uncertainty_score":0.9998581},"labels":[],"label_agreement":null},{"id":"W7115807714","doi":"","title":"On Rationality","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rationality; Argument (complex analysis); Argumentation theory; Relation (database); Mythology; Ecological rationality","score_opus":0.028087902874420638,"score_gpt":0.1914764451766592,"score_spread":0.16338854230223857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807714","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024640814,0.0000027186732,0.000336657,0.0012023349,0.0002272972,0.000051439685,0.000012220915,0.0000724099,0.99563086],"genre_scores_gemma":[0.51056683,3.5826105e-7,0.00002024953,0.00060666614,0.00033376503,1.4109698e-7,0.0000051779725,0.0000052897294,0.48846152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994606,0.00006439036,0.00006653565,0.00016946218,0.00011653186,0.0001224904],"domain_scores_gemma":[0.9996473,0.0000942606,0.00003363106,0.0001292877,0.00003415721,0.00006132119],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004710727,0.00009287931,0.00009440856,0.000039510654,0.00023259729,0.00005860089,0.00013902325,0.00002966726,0.23824362],"category_scores_gemma":[0.000012892781,0.000086727516,0.00006924508,0.00004238621,0.00013598369,0.0001492377,0.000039438957,0.000099177625,0.0006987863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042733882,0.000050544335,0.000024283068,0.0000058759156,0.000012610626,0.00000411811,0.00045381213,0.00001319199,0.0000052793757,0.9491381,0.0031316488,0.047117803],"study_design_scores_gemma":[0.00034710823,0.00007260222,0.00007512277,0.000009768436,0.000011559759,2.3135765e-7,0.0001797649,0.00011262226,0.000025286514,0.073362604,0.92569435,0.00010900895],"about_ca_topic_score_codex":0.000024779263,"about_ca_topic_score_gemma":0.00024563348,"teacher_disagreement_score":0.92256266,"about_ca_system_score_codex":0.000030763014,"about_ca_system_score_gemma":0.0000077490895,"threshold_uncertainty_score":0.8981717},"labels":[],"label_agreement":null},{"id":"W7115807766","doi":"","title":"Health Care System Transformation in Rural and Indigenous Communities","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Indigenous; Government (linguistics); Thematic analysis; Health policy; Rural health; Community health; HRHIS","score_opus":0.010954109807161983,"score_gpt":0.24146048423457303,"score_spread":0.23050637442741104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807766","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15294279,0.0010684278,0.000013212489,0.000121535646,0.0005520671,0.0010814213,0.000036724392,0.000103944745,0.84407985],"genre_scores_gemma":[0.7648609,0.010823707,0.000110371526,0.000069983485,0.00026736155,0.0000017875176,0.00171696,0.000047612964,0.22210129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824303,0.0005867707,0.00027703113,0.000170717,0.0002786093,0.00044386645],"domain_scores_gemma":[0.99928856,0.000044207285,0.00022702737,0.000116270625,0.00012227791,0.00020166238],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001853683,0.00021209319,0.00037109433,0.00027166735,0.004179245,0.00009109752,0.00030689538,0.00032003192,0.0010002347],"category_scores_gemma":[4.802358e-7,0.00023508871,0.000060225124,0.0004595059,0.00009120914,0.0003557532,0.000001847545,0.00039206282,0.000019531495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006124966,0.000019294426,0.0003003958,0.0013505409,0.000015312498,0.000006648411,0.92207664,0.0000017959443,7.212705e-8,0.034664378,0.0000071811405,0.04149648],"study_design_scores_gemma":[0.00020789319,0.00004885309,0.00041049946,0.0002807836,0.000015039794,7.4663404e-7,0.5810817,0.0000032557223,0.0000020393961,0.00000741508,0.41780168,0.00014014782],"about_ca_topic_score_codex":0.41560027,"about_ca_topic_score_gemma":0.98361844,"teacher_disagreement_score":0.6219786,"about_ca_system_score_codex":0.0013588136,"about_ca_system_score_gemma":0.008418901,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W7115807910","doi":"","title":"Spatiotemporal Deep Learning Models for Non-Recurring Congestion Prediction with Multiple Data Sources","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoencoder; Deep learning; Graph; Process (computing); Predictive modelling; Traffic congestion; Crash; Data modeling","score_opus":0.01821322117334163,"score_gpt":0.19934861217409788,"score_spread":0.18113539100075626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807910","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003128295,0.00012269533,0.7789499,0.000011986657,0.00061114423,0.0010506408,0.00018450257,0.004061184,0.21187961],"genre_scores_gemma":[0.8005409,0.00036906995,0.0074445475,0.000013466904,0.00015285004,0.000028221484,0.010020552,0.000115496194,0.1813149],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989358,0.000024454814,0.00018857027,0.0004514086,0.00016741315,0.00023233322],"domain_scores_gemma":[0.99939936,0.000042239157,0.000105134226,0.0003102296,0.00008277704,0.000060250735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008239212,0.00030011733,0.0002531535,0.00031515784,0.00017408951,0.00008587181,0.0004180702,0.00026775125,0.00027674212],"category_scores_gemma":[0.000009952403,0.0003505913,0.000058560803,0.00027090602,0.00001666538,0.00071755087,0.00007579514,0.00033947206,0.0000026207883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003503338,0.000036332025,0.0007043469,0.0012840683,0.00039236498,0.000010004806,0.00062609697,0.33433592,0.000064532374,0.0003651908,0.0036851384,0.65814567],"study_design_scores_gemma":[0.0009047191,0.000084319756,0.00041920703,0.0005012818,0.00028096326,5.637454e-7,0.0018023163,0.866707,0.00020469971,0.000017578082,0.12876983,0.0003074887],"about_ca_topic_score_codex":0.00006669483,"about_ca_topic_score_gemma":0.002321922,"teacher_disagreement_score":0.7974126,"about_ca_system_score_codex":0.00014040888,"about_ca_system_score_gemma":0.000031978754,"threshold_uncertainty_score":0.9998946},"labels":[],"label_agreement":null},{"id":"W7115807931","doi":"","title":"THE PROFIBROTIC ROLE OF CSGRP78/ ACTIVATED α2M SIGNALING IN THE PATHOGENESIS OF DIABETIC AND CHRONIC KIDNEY DISEASE","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Lundbeckfonden; H. Lundbeck A/S; McMaster University","keywords":"Pathogenesis; Mediator; Signal transduction; Kidney disease; Kidney; Cytokine; Extracellular matrix; Secretion; Fibronectin; Fibrosis","score_opus":0.010055535474445326,"score_gpt":0.22952352597425554,"score_spread":0.21946799049981022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440295,0.0012064482,0.0000029602886,0.000045602428,0.000047221187,0.00057999196,0.00007429982,0.0000064625715,0.0036340547],"genre_scores_gemma":[0.9714678,0.0001950986,0.000005238596,0.0000051972092,0.00003426367,0.0000080252175,0.00026584035,0.000032234886,0.027986284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875265,0.00028166283,0.00017033494,0.00032860972,0.00021980499,0.00024691175],"domain_scores_gemma":[0.99922,0.00010728462,0.00015644627,0.00031484957,0.000113396694,0.00008802774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016356529,0.0001854531,0.00020221264,0.00010444358,0.00009793048,0.00002056194,0.0003786742,0.00014822824,0.00045149034],"category_scores_gemma":[0.0001450023,0.00014479856,0.000096891934,0.00042214032,0.000118952594,0.000006225377,0.00013435169,0.00016228878,0.000002377179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005941977,0.000044022963,0.0073608337,0.00050031,0.00013434993,0.000020325511,0.0004287495,0.000029687806,0.9550036,0.00008149207,0.000034140914,0.035768278],"study_design_scores_gemma":[0.0022726047,0.0007938163,0.1869655,0.00094279874,0.00040969747,0.0000022538673,0.021235842,0.00019327016,0.75410295,0.00027866938,0.032048147,0.00075446645],"about_ca_topic_score_codex":0.0001113993,"about_ca_topic_score_gemma":0.0005375916,"teacher_disagreement_score":0.20090067,"about_ca_system_score_codex":0.000043714717,"about_ca_system_score_gemma":0.00032975693,"threshold_uncertainty_score":0.5904714},"labels":[],"label_agreement":null},{"id":"W7115807964","doi":"","title":"Pathways to Post-Secondary Education: A Multi-Method Investigation of the Impacts of Support Systems and School Belonging on Students’ Post-Secondary Intentions","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Strong","keywords":"Relationship education; Mediation; Race (biology); Sense of community; Focus group; Social support","score_opus":0.018333529526242596,"score_gpt":0.2922345507016203,"score_spread":0.2739010211753777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807964","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7683724,0.00023416341,0.000120294244,0.0006606431,0.0030139608,0.0017725762,0.00046125168,0.00005056257,0.22531411],"genre_scores_gemma":[0.44640923,0.00008684451,0.0010603386,0.00058705587,0.00008062772,0.000011718968,0.00046740953,0.000030297007,0.5512665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980137,0.0004413465,0.00039721437,0.00037055698,0.0005438438,0.00023335071],"domain_scores_gemma":[0.99787194,0.00014351237,0.00049627543,0.000293689,0.0009341946,0.00026040207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004644432,0.00023216603,0.000350183,0.00038242913,0.000483603,0.00011283269,0.0006396908,0.0003097663,0.0033710238],"category_scores_gemma":[0.0003191243,0.00023487114,0.00019492579,0.0009292525,0.00012795217,0.00028162566,0.0001222453,0.0004283774,0.00000925425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059536425,0.0014743655,0.17536515,0.0061659277,0.0012184137,0.000010298079,0.469371,0.00013486245,0.008058096,0.07571326,0.0034360525,0.2584572],"study_design_scores_gemma":[0.0007211235,0.00017827438,0.37530637,0.0015181651,0.00027485666,0.000001182201,0.60397255,0.000028899813,0.00019696842,0.00008961625,0.017316386,0.00039561884],"about_ca_topic_score_codex":0.004328924,"about_ca_topic_score_gemma":0.01230992,"teacher_disagreement_score":0.32595235,"about_ca_system_score_codex":0.0003530301,"about_ca_system_score_gemma":0.005934687,"threshold_uncertainty_score":0.9997007},"labels":[],"label_agreement":null},{"id":"W7115807991","doi":"","title":"Development of Materials Strategies for Improving the Performance of Electrochemical and Photoelectrochemical Biosensors","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosensor; Aptamer; Photocurrent; Nanomaterials; Nanosensor; Transduction (biophysics); Wearable computer; Graphene","score_opus":0.006714575093079164,"score_gpt":0.21984946050666562,"score_spread":0.21313488541358647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965994,0.00053799816,0.0009823168,0.000013498778,0.00006375367,0.00045717764,0.00004662522,0.000017507595,0.0012817314],"genre_scores_gemma":[0.9793048,0.00037991605,0.009634742,0.000010862722,0.00006400531,0.00000405163,0.00040042456,0.000041204934,0.010160025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981817,0.00004869413,0.00056183233,0.000658344,0.00018130025,0.00036815272],"domain_scores_gemma":[0.9988607,0.00003301825,0.00050573616,0.00026660567,0.00027421166,0.00005973826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018021051,0.00044115196,0.00054485584,0.00012476006,0.00015610563,0.00004697026,0.00033965526,0.00053646753,0.00008720639],"category_scores_gemma":[0.000019359899,0.0003676054,0.00019762889,0.00029546817,0.00029468018,0.000015053174,0.00016857973,0.00020631881,3.7580207e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011375169,0.000048425674,0.000009414834,0.0017167071,0.00036844867,0.0000010684445,0.0004282123,9.028621e-7,0.9670262,0.00010011809,0.000011913543,0.029151127],"study_design_scores_gemma":[0.00033597476,0.00044270835,0.000010634185,0.00026547522,0.00050728704,0.0000071193213,0.0047036647,0.0001686534,0.9860727,0.000020098312,0.0070858817,0.00037978025],"about_ca_topic_score_codex":0.000009417832,"about_ca_topic_score_gemma":0.000052806594,"teacher_disagreement_score":0.028771346,"about_ca_system_score_codex":0.000053695378,"about_ca_system_score_gemma":0.00041828223,"threshold_uncertainty_score":0.9998776},"labels":[],"label_agreement":null},{"id":"W7115808041","doi":"","title":"Development and functionalization of SWG metamaterials in Si-based PICs","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metamaterial; Photonics; Interconnection; Silicon photonics; Electronic circuit; Fabrication; Nanophotonics; Integrated circuit; Photonic integrated circuit","score_opus":0.010614868400085313,"score_gpt":0.18980342892012303,"score_spread":0.1791885605200377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808041","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38881072,0.00090500264,0.00086081785,0.0000075722724,0.00077722914,0.0002450216,0.000027099657,0.00013470527,0.60823184],"genre_scores_gemma":[0.6198442,0.00024236945,0.005649671,0.00004223947,0.00006826332,0.000007192858,0.0012706135,0.00013137539,0.37274408],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941057,0.000018056773,0.00018397428,0.00016319947,0.00011296979,0.00011125689],"domain_scores_gemma":[0.99981076,0.00002557125,0.00003726687,0.000062365325,0.000027707723,0.00003632234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056018107,0.00015790245,0.00022521628,0.0001858288,0.000020161513,0.000022963828,0.0000779821,0.0001640466,0.0064782365],"category_scores_gemma":[0.0000041156786,0.00017309091,0.00003272368,0.00026002325,0.000013197899,0.00007813856,0.000015513984,0.000115704635,0.000017841501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012150008,0.00034529102,0.0017948942,0.039099414,0.0020355335,0.00048864994,0.015260365,0.040988915,0.042291928,0.052904204,0.0009425752,0.8026332],"study_design_scores_gemma":[0.0009456685,0.00003709707,0.0037490337,0.0012202489,0.0002866359,0.0000010508684,0.0036478017,0.023491759,0.0382816,0.00017859442,0.9274981,0.0006623935],"about_ca_topic_score_codex":0.000015539197,"about_ca_topic_score_gemma":0.00069014647,"teacher_disagreement_score":0.9265555,"about_ca_system_score_codex":0.00009375926,"about_ca_system_score_gemma":0.000062611325,"threshold_uncertainty_score":0.99443},"labels":[],"label_agreement":null},{"id":"W7115808103","doi":"","title":"It's not just a game: Investigating to what extent excellence in public relations is practiced to promote community engagement in Canadian esports","year":2021,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Best practice; Parallels; Interview; Stakeholder; Stakeholder engagement","score_opus":0.07791409390148332,"score_gpt":0.3062884403909769,"score_spread":0.2283743464894936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50877696,0.00014075964,0.00013767465,0.07093059,0.0006396077,0.0029024335,0.000026314543,0.000049440416,0.4163962],"genre_scores_gemma":[0.813478,0.00066701946,0.0015236675,0.0024102682,0.00003562314,0.00004869095,0.00038697952,0.000045326575,0.18140443],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921328,0.0035903049,0.0010760484,0.0010001861,0.0009208758,0.0012798258],"domain_scores_gemma":[0.99495804,0.0005364892,0.00072224037,0.0013981627,0.00087574456,0.0015093448],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034721785,0.00057492894,0.0006443185,0.0020566217,0.0025101097,0.0017058233,0.0020236582,0.0006959157,0.037375577],"category_scores_gemma":[0.0013980096,0.00081237155,0.00016939653,0.008987734,0.00017210333,0.0040995413,0.0006859759,0.0027111385,0.00021849712],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080228194,0.000950366,0.022016387,0.0001498265,0.0001231737,0.00013565716,0.68279994,0.0015728308,0.0001406315,0.0063031637,0.0009888753,0.28473893],"study_design_scores_gemma":[0.00041587517,0.000089243294,0.022804864,0.0013106449,0.000059794595,0.000001067036,0.47978252,0.0006044534,0.000025993748,0.00008650079,0.49424544,0.0005736224],"about_ca_topic_score_codex":0.5708707,"about_ca_topic_score_gemma":0.97132003,"teacher_disagreement_score":0.49325657,"about_ca_system_score_codex":0.0043481626,"about_ca_system_score_gemma":0.0049744947,"threshold_uncertainty_score":0.9995896},"labels":[],"label_agreement":null},{"id":"W7115808160","doi":"","title":"The White Bronze Monument Phenomenon: The Study of Agency and Fashion Through a 19th Century Mortuary Trend","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"White (mutation); Agency (philosophy); Elite; Bronze; Bronze Age; Style (visual arts)","score_opus":0.023412869798633485,"score_gpt":0.21255936218698757,"score_spread":0.18914649238835407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17569272,0.0005878851,5.6503177e-7,0.00014015468,0.0006397178,0.0006065618,0.000041822055,0.000034940884,0.8222556],"genre_scores_gemma":[0.26147625,0.00061907264,0.0000023230527,0.000046294186,0.00007869706,0.000004137219,0.00008735682,0.000013101694,0.73767275],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875575,0.00014966543,0.00026113307,0.00033908576,0.00027016658,0.00022419491],"domain_scores_gemma":[0.9992777,0.000053144107,0.00025348662,0.00029639815,0.00007984088,0.000039407263],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006189058,0.00031046022,0.0002919674,0.000057748322,0.0009282368,0.00020805102,0.00046220547,0.00008567654,0.021173833],"category_scores_gemma":[0.000003349736,0.00018696363,0.00012383747,0.00013003503,0.00012364314,0.00021423768,0.00012281725,0.00027360625,0.00000931481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002262671,0.000323651,0.00013178943,0.00020100593,0.00050883053,0.000020931995,0.5253086,0.000009315539,0.000011554911,0.05013618,0.0031059834,0.42001587],"study_design_scores_gemma":[0.0004252206,0.00014236494,0.0010065817,0.00006948879,0.0001918159,2.5906766e-7,0.5173944,0.000006127645,0.0000014067157,0.000074778036,0.48054138,0.00014615964],"about_ca_topic_score_codex":0.0001449688,"about_ca_topic_score_gemma":0.035131957,"teacher_disagreement_score":0.4774354,"about_ca_system_score_codex":0.000053671625,"about_ca_system_score_gemma":0.000037745296,"threshold_uncertainty_score":0.9824744},"labels":[],"label_agreement":null},{"id":"W7115808188","doi":"","title":"Design, Simulation, Optimization, Techno-Economic Analyses and Life-Cycle Analyses of Solid-Oxide Fuel Cell Power Plants","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Electricity generation; Fossil fuel; Power station; Combined cycle; Sizing; Natural gas; Electricity; Life-cycle assessment","score_opus":0.02803952756755992,"score_gpt":0.2891016367925138,"score_spread":0.26106210922495393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808188","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0998518,0.0024575433,0.61270267,0.000027440774,0.0013467747,0.0018014661,0.0010664151,0.00041229613,0.2803336],"genre_scores_gemma":[0.60764337,0.0011116519,0.061549652,0.000075539574,0.00010868325,0.00000621339,0.00031119428,0.00019173205,0.32900196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99771833,0.00015962364,0.00061243324,0.00078704616,0.00031734532,0.00040522375],"domain_scores_gemma":[0.9978426,0.00024003325,0.0010139011,0.0005076433,0.00021655404,0.00017927714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015357915,0.0004910249,0.0007139133,0.0004603294,0.00017668762,0.000064201224,0.00061551627,0.00035580885,0.055284508],"category_scores_gemma":[0.000044566063,0.00048240335,0.00012610109,0.000286094,0.00016558291,0.0006731336,0.00016323353,0.00013907715,0.000120188095],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040570853,0.00006641752,0.00009823526,0.0002539916,0.00012695623,0.00001855424,0.00031410303,0.9032295,0.09446518,0.000015462896,0.000097654294,0.0009082444],"study_design_scores_gemma":[0.004790447,0.00038750653,0.00036675853,0.00081890164,0.0013867663,0.0000046081186,0.008421825,0.0777461,0.88680357,0.0007341942,0.015925774,0.0026135254],"about_ca_topic_score_codex":0.00011552801,"about_ca_topic_score_gemma":0.000054500746,"teacher_disagreement_score":0.8254834,"about_ca_system_score_codex":0.00020971966,"about_ca_system_score_gemma":0.00022573762,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W7115808200","doi":"","title":"The impact of diversity and inclusion on corporate reputation, communications strategy and social citizenship","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate communication; Conversation; Inclusion (mineral); Corporate social responsibility; Set (abstract data type); Diversity (politics); Content analysis","score_opus":0.05933656275648526,"score_gpt":0.26067935457156083,"score_spread":0.20134279181507558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7522647,0.00042837928,0.000046128254,0.00056605187,0.00029476624,0.00076769124,0.00005530358,0.000043777436,0.2455332],"genre_scores_gemma":[0.9034389,0.0007580134,0.000013300067,0.000030193845,0.00014059877,8.7356216e-7,0.00038546996,0.0000277947,0.09520485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998092,0.0001702047,0.00042499765,0.0005333905,0.00044369415,0.00033569618],"domain_scores_gemma":[0.99530685,0.00019998815,0.0030568568,0.0005636316,0.0008323306,0.00004035398],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005926652,0.00044822518,0.0004882512,0.0003094044,0.029932654,0.0007533383,0.0010904808,0.00037529168,0.001340585],"category_scores_gemma":[0.00007244215,0.000411063,0.00022991793,0.00047991032,0.000824354,0.0012210594,0.009160962,0.00048853207,0.000012645753],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038904648,0.00036871663,0.12955259,0.0017727934,0.0015677466,0.000101592195,0.011932395,0.0008318373,0.00031421726,0.08770075,0.0016576998,0.7603092],"study_design_scores_gemma":[0.00501495,0.00045649573,0.8506645,0.0010754024,0.0020296294,0.0000071656614,0.023927167,0.008862915,0.000023704324,0.08586388,0.020487012,0.0015871995],"about_ca_topic_score_codex":0.0041720695,"about_ca_topic_score_gemma":0.0040906146,"teacher_disagreement_score":0.758722,"about_ca_system_score_codex":0.00015675821,"about_ca_system_score_gemma":0.0001455864,"threshold_uncertainty_score":0.9998341},"labels":[],"label_agreement":null},{"id":"W7115808219","doi":"","title":"REIMAGINING POLICY AND MODELS OF SERVICE DELIVERY TO ENHANCE ACCESS AND ENGAGEMENT IN PUBLICLY FUNDED PEDIATRIC REHABILTATION SERVICES","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Telerehabilitation; Service delivery framework; Rehabilitation; Service (business); Consistency (knowledge bases); Telehealth; Service provider; Pulmonary rehabilitation","score_opus":0.038739686568795416,"score_gpt":0.3344560560839977,"score_spread":0.2957163695152023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6730593,0.00019412389,0.000054826407,0.00053738384,0.00012767897,0.00055552955,0.00003972823,0.000027578208,0.32540387],"genre_scores_gemma":[0.79744375,0.00020628434,0.0003498574,0.00044781697,0.000074463365,0.00001722707,0.00023973016,0.000030524865,0.20119032],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99797845,0.00030197194,0.00033735367,0.0007604712,0.00025695984,0.00036477158],"domain_scores_gemma":[0.998786,0.0002802764,0.00017579396,0.00034053554,0.00027350322,0.00014389986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032164808,0.00026692875,0.00037675005,0.0011569036,0.00009849199,0.00011213492,0.00052696106,0.00027185216,0.003922629],"category_scores_gemma":[0.000033410648,0.0002982455,0.000046250887,0.0019976373,0.000029632085,0.0007169999,0.0003925249,0.0004344106,0.000009142657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00331741,0.0005516173,0.2977876,0.010181062,0.00025006806,0.00007637511,0.03695765,0.0004905271,0.0002716784,0.012325054,0.0005435778,0.6372474],"study_design_scores_gemma":[0.0052798707,0.0007254465,0.630847,0.0016359081,0.0006171169,0.0000045681704,0.31367132,0.0020148223,0.0006632838,0.007096186,0.035300422,0.002144099],"about_ca_topic_score_codex":0.030929023,"about_ca_topic_score_gemma":0.06564786,"teacher_disagreement_score":0.6351033,"about_ca_system_score_codex":0.00013675436,"about_ca_system_score_gemma":0.00021947226,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W7115808246","doi":"","title":"Distinguishing Factors and Characteristics with Characteristic-Mimicking Portfolios","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Portfolio; Capital asset pricing model; Risk premium; Asset (computer security); Stock (firearms); Asset allocation; Modern portfolio theory; Diversification (marketing strategy); Investment theory","score_opus":0.021927138472361444,"score_gpt":0.1925190619811127,"score_spread":0.17059192350875127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3020307,0.00018585773,0.000040782732,0.000022741911,0.00058969605,0.00020139202,0.0002898188,0.000049626073,0.69658935],"genre_scores_gemma":[0.588057,0.0003236218,0.00014958558,0.000034683566,0.0001392251,0.0000016198838,0.00061792193,0.00007027802,0.4106061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985058,0.000013749012,0.00037643584,0.0006629053,0.00006275771,0.00037840675],"domain_scores_gemma":[0.9982185,0.000031693355,0.0012091799,0.00035472141,0.000057314424,0.00012859702],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000102690545,0.00045456472,0.00076487474,0.00023557317,0.000505333,0.0005080067,0.00040315322,0.0002916702,0.010447098],"category_scores_gemma":[0.00008303769,0.00048403765,0.00010116966,0.000115641975,0.00010898997,0.0005568873,0.00006282959,0.00035997998,0.00003449247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005429527,0.00014274646,0.686078,0.0011597223,0.00049002515,0.00053107133,0.0033195328,8.5733495e-7,0.000044519104,0.21295917,0.00047939955,0.094252],"study_design_scores_gemma":[0.00046142828,0.00011240601,0.5919657,0.0003964197,0.00007731372,0.000003889208,0.0013056004,0.000037111702,0.000019466448,0.00080287573,0.40406787,0.00074995385],"about_ca_topic_score_codex":0.0005632372,"about_ca_topic_score_gemma":0.000399064,"teacher_disagreement_score":0.40358847,"about_ca_system_score_codex":0.00011107484,"about_ca_system_score_gemma":0.00005886052,"threshold_uncertainty_score":0.9997611},"labels":[],"label_agreement":null},{"id":"W7115808344","doi":"","title":"Intergenerational Community in Multi-Unit Housing: A Strategy to Address Ageism","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Participatory action research; Redress; Thematic analysis; Focus group; Context (archaeology); Qualitative research; Social exclusion; Community-based participatory research; Psychosocial; Qualitative property","score_opus":0.10588925013454643,"score_gpt":0.3581835550627432,"score_spread":0.25229430492819677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808344","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2155278,0.00012717783,0.00066042057,0.000100480975,0.0007603179,0.0004342646,0.000070559494,0.00008047756,0.7822385],"genre_scores_gemma":[0.23653613,0.0000031429279,0.00018906203,0.00011247177,0.000035797362,0.000008381621,0.00056386105,0.000025889898,0.76252526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746615,0.0010732682,0.0002717817,0.0004990223,0.00018817415,0.0005016196],"domain_scores_gemma":[0.99891156,0.0001592983,0.00010667025,0.0005056894,0.00016589391,0.00015089313],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002467673,0.0003395963,0.0004249432,0.0007660359,0.00030093157,0.000060180508,0.00086996803,0.00059521716,0.065476075],"category_scores_gemma":[0.000032545468,0.000414586,0.000115778006,0.0007925903,0.000058231115,0.00009963263,0.00018685227,0.001632893,0.00027210102],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045439764,0.002494894,0.017172772,0.0006307486,0.0011492253,0.0019477407,0.047366664,0.0011412556,0.00028794643,0.015374605,0.025522096,0.8823681],"study_design_scores_gemma":[0.011100656,0.0011950395,0.15803055,0.001824934,0.0003625761,0.000019308889,0.3218205,0.0008493067,0.00035467907,0.00026230264,0.5015326,0.0026475291],"about_ca_topic_score_codex":0.005885917,"about_ca_topic_score_gemma":0.15221053,"teacher_disagreement_score":0.87972057,"about_ca_system_score_codex":0.00020022111,"about_ca_system_score_gemma":0.00024997644,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W7115808425","doi":"","title":"THE GUT MICROBIOME IN OBSESSIVE-COMPULSIVE DISORDER","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dysbiosis; Irritable bowel syndrome; Microbiome; Gut flora; Gut microbiome; Functional gastrointestinal disorder; Inflammation; Mucosal inflammation","score_opus":0.00833843299150328,"score_gpt":0.245075855995084,"score_spread":0.23673742300358072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1102733,0.0018916386,0.00007397802,0.0003073906,0.004743523,0.0011473295,0.000095900825,0.00015995737,0.881307],"genre_scores_gemma":[0.040648136,0.00016397094,0.000160659,0.00013768043,0.00027500154,0.000015947619,0.00062232505,0.00018677491,0.9577895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959669,0.00051099167,0.00058226706,0.0013603782,0.0003699881,0.0012094643],"domain_scores_gemma":[0.9975543,0.00029573747,0.0007139012,0.0010022285,0.0002522907,0.00018155026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001536658,0.00088018517,0.0007719711,0.00061765773,0.0006116273,0.00017583066,0.0018845886,0.0008035193,0.13092571],"category_scores_gemma":[0.00004129543,0.00082900043,0.00040940903,0.0017203963,0.00046582584,0.00025289704,0.00023257325,0.001065877,0.0025885971],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003967329,0.0010268502,0.023001578,0.00027815986,0.0016130599,0.001478829,0.0202,0.00003230393,0.00061480916,0.018229824,0.029155811,0.9004015],"study_design_scores_gemma":[0.0034680513,0.00022120906,0.072311535,0.00026399593,0.00018962569,0.000012873902,0.057784118,0.000018889554,0.000060496135,0.00065743906,0.86388505,0.0011267124],"about_ca_topic_score_codex":0.0012798889,"about_ca_topic_score_gemma":0.025573235,"teacher_disagreement_score":0.8992747,"about_ca_system_score_codex":0.00045110148,"about_ca_system_score_gemma":0.00022053214,"threshold_uncertainty_score":0.99941605},"labels":[],"label_agreement":null},{"id":"W7115808534","doi":"","title":"Experiencing Christ’s Presence in Pentecostal Praxis and the Performance of the Lord’s Supper","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supper; Praxis; Interpretation (philosophy); Interpretative phenomenological analysis; Reflexivity; Eucharist; Ecclesiology","score_opus":0.012673452009307718,"score_gpt":0.1832815261502828,"score_spread":0.17060807414097506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70982593,0.0018601103,0.0000052840855,0.00080155756,0.00037325107,0.00023157123,0.000031501757,0.000029563178,0.28684124],"genre_scores_gemma":[0.849459,0.0002468246,0.0000033486485,0.000049079597,0.000047840917,0.0000015629452,8.260475e-7,0.0000065310583,0.15018499],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933714,0.000062145475,0.000121236415,0.00017808769,0.00013562794,0.00016575755],"domain_scores_gemma":[0.99967307,0.000086564854,0.000037995676,0.0001512769,0.000030172389,0.000020910842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009520134,0.00011468031,0.00013757552,0.000052602776,0.0002776983,0.000105188185,0.00026804087,0.000021666883,0.010907824],"category_scores_gemma":[0.00001187802,0.00006894273,0.000063522704,0.00011262666,0.000731793,0.00033740475,0.0003117602,0.00015907477,0.000009770747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085692166,0.00016352384,0.017101154,0.0011538254,0.00029012028,0.00013769997,0.6806824,0.000059928345,0.00022018628,0.17806472,0.023415651,0.09785383],"study_design_scores_gemma":[0.00067089143,0.000041809115,0.0012469221,0.00021268462,0.000030527426,0.0000051868024,0.06547269,0.00085127965,0.00017173783,0.000054000393,0.93111914,0.00012310341],"about_ca_topic_score_codex":0.00095732696,"about_ca_topic_score_gemma":0.007185007,"teacher_disagreement_score":0.9077035,"about_ca_system_score_codex":0.000034960656,"about_ca_system_score_gemma":0.000027159193,"threshold_uncertainty_score":0.9899963},"labels":[],"label_agreement":null},{"id":"W7115808570","doi":"","title":"Extremity TLD Monitoring at OPG: Calibration, Quality Assurance, and Type Testing","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thermoluminescent dosimeter; Dosimetry; Quality assurance; Dosimeter; Chip; Monte Carlo method","score_opus":0.03148242738606393,"score_gpt":0.26966813906019527,"score_spread":0.23818571167413133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46488538,0.000657854,0.000048337075,0.00012091127,0.00041463823,0.00025828218,0.000010536295,0.00012557616,0.53347844],"genre_scores_gemma":[0.24611567,0.00018301507,0.0015335181,0.000065343615,0.00043239427,7.7193283e-7,0.00022354377,0.000045974695,0.75139976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986669,0.000075712356,0.0002721181,0.0004570707,0.0002777468,0.0002504919],"domain_scores_gemma":[0.99902254,0.00012510768,0.00025625213,0.00023346557,0.00018498543,0.00017762595],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010694845,0.00027154293,0.00038459466,0.0001646611,0.00023967838,0.00006198274,0.000115723895,0.00023605535,0.008253793],"category_scores_gemma":[0.0001406542,0.00030799818,0.000072264615,0.00052015105,0.000034189103,0.00039811112,0.000051203675,0.00032643432,0.000032656608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000380632,0.00005171036,0.663026,0.00043639934,0.00012537603,0.000074805,0.0006868212,0.00003128152,0.0043401737,0.0000531408,0.0009943476,0.32979935],"study_design_scores_gemma":[0.0018201336,0.00007375063,0.7284029,0.0007676733,0.00036743982,0.000026112932,0.003109935,0.0006432105,0.0046704807,0.000012762537,0.25952047,0.00058513315],"about_ca_topic_score_codex":0.0001393406,"about_ca_topic_score_gemma":0.00036438173,"teacher_disagreement_score":0.32921422,"about_ca_system_score_codex":0.00029126805,"about_ca_system_score_gemma":0.0001838406,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W7115808602","doi":"","title":"Bio-renewable hydrogel sorbents for removal of heavy metals from water","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Cellulose; Biopolymer; Sorption; Ethylenediaminetetraacetic acid; Carboxymethyl cellulose; Adsorption; Heavy metals","score_opus":0.021474409133379436,"score_gpt":0.25573813556452557,"score_spread":0.23426372643114612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3949482,0.0021319445,0.005290498,0.00010529238,0.001904095,0.0020403182,0.0019246192,0.00021372487,0.5914413],"genre_scores_gemma":[0.015059116,0.00017639031,0.005251784,0.000017918243,0.00008530915,0.000009298484,0.0010175534,0.000047552167,0.9783351],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977228,0.00009223696,0.0003687878,0.00075355725,0.0004428541,0.0006197647],"domain_scores_gemma":[0.9987378,0.00018141286,0.00023714172,0.00043505745,0.00029713073,0.00011145499],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016559873,0.00040399077,0.0007777938,0.00026057218,0.00025153355,0.00004663228,0.00074098876,0.00027580728,0.026766947],"category_scores_gemma":[0.000052369636,0.0003571836,0.00029666594,0.00029137114,0.000101776095,0.00028844157,0.0003019092,0.00016212638,0.00008535823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019123353,0.00017565145,0.000029441258,0.0011918141,0.0005218475,0.00015874911,0.0008172466,0.00053373555,0.96087825,0.00045153912,0.0010659762,0.032263428],"study_design_scores_gemma":[0.0009661686,0.000077526674,0.000009902684,0.0002762152,0.00026012032,7.602739e-7,0.0019474454,0.00007502282,0.7650394,0.0016336588,0.22939287,0.00032091976],"about_ca_topic_score_codex":0.0011550019,"about_ca_topic_score_gemma":0.0016556504,"teacher_disagreement_score":0.38689378,"about_ca_system_score_codex":0.00019520245,"about_ca_system_score_gemma":0.00016540795,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W7115808695","doi":"","title":"TYPE III SECRETION PROTEINS AS A CHLAMYDIA VACCINE CANDIDATE","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chlamydia; Chlamydia trachomatis; Tubal factor infertility; Pelvic inflammatory disease; Immunization; Chlamydiaceae; Antigen; Adjuvant; Chlamydiales","score_opus":0.010256906506958869,"score_gpt":0.241005581690409,"score_spread":0.23074867518345013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808695","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30301473,0.00060095114,0.000043240074,0.00006484419,0.0018964185,0.0013406198,0.000036440753,0.00015096657,0.6928518],"genre_scores_gemma":[0.1556488,0.00017394862,0.000018062441,0.000017420494,0.00006487726,0.000005543747,0.0020206738,0.00005253551,0.84199816],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980675,0.00028080138,0.00023764255,0.00081546314,0.000101047204,0.00049757573],"domain_scores_gemma":[0.9986187,0.00005580724,0.00024622082,0.0006054867,0.00042565877,0.000048124097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015080787,0.0003939966,0.00047520056,0.0004910424,0.00028233096,0.000043103402,0.0004508425,0.00082499225,0.26820683],"category_scores_gemma":[0.00006945445,0.00041846756,0.0001631572,0.00080267875,0.000058292644,0.00026766607,0.00011019684,0.0011101805,0.008992557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014123795,0.000879716,0.0071104467,0.00090557017,0.0033129249,0.00026817698,0.0036579692,0.00006738042,0.6009261,0.004974979,0.01240445,0.3513685],"study_design_scores_gemma":[0.002693276,0.00059925555,0.006767546,0.00019692004,0.00023739832,0.000055004162,0.0029130774,0.0000042465613,0.044940665,0.000049845483,0.9409252,0.0006175868],"about_ca_topic_score_codex":0.002095148,"about_ca_topic_score_gemma":0.0014448665,"teacher_disagreement_score":0.92852074,"about_ca_system_score_codex":0.0003337447,"about_ca_system_score_gemma":0.0004670185,"threshold_uncertainty_score":0.9998267},"labels":[],"label_agreement":null},{"id":"W7115808726","doi":"","title":"HIGH CONTENT QUANTITATIVE FRAMEWORK FOR UNDERSTANDING MITOCHONDRIAL DYSFUNCTION IN HUMAN CELLS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Mitochondrion; Mitochondrial DNA; Function (biology); Adaptation (eye); Mitochondrial disease; Perspective (graphical)","score_opus":0.08486082022225787,"score_gpt":0.27388879651214726,"score_spread":0.18902797628988938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808726","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57926047,0.00011984585,0.20669833,0.00028116355,0.016300237,0.0067349314,0.0011962262,0.0003586841,0.18905012],"genre_scores_gemma":[0.3175915,0.000044101434,0.0047583207,0.00029526977,0.00020189192,0.000034239198,0.0003661618,0.00010184672,0.6766067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975761,0.00030611627,0.00033002935,0.0010558534,0.00030973955,0.00042212394],"domain_scores_gemma":[0.99857956,0.0006142695,0.00031209036,0.00028483832,0.000103581,0.00010565201],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004357525,0.00043898835,0.00046904324,0.00050766324,0.00035375144,0.00011882714,0.00045367779,0.0003407509,0.0051812273],"category_scores_gemma":[0.00024631608,0.0005255143,0.00023419912,0.0007453274,0.000074962154,0.00018536585,0.00006935425,0.0004161122,0.000016701326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021128487,0.00024235022,0.000061745595,0.00038491553,0.000052981057,0.00007447057,0.0008231253,0.0011058945,0.546002,0.44558632,0.00075779896,0.0027955875],"study_design_scores_gemma":[0.0043129716,0.00064356864,0.00030271756,0.00093825586,0.0003294033,5.1400735e-7,0.018438222,0.00021489806,0.9389368,0.026982851,0.007897145,0.0010026462],"about_ca_topic_score_codex":0.00011558138,"about_ca_topic_score_gemma":0.0014893478,"teacher_disagreement_score":0.48755658,"about_ca_system_score_codex":0.00056338636,"about_ca_system_score_gemma":0.00018137068,"threshold_uncertainty_score":0.9997196},"labels":[],"label_agreement":null},{"id":"W7115808733","doi":"","title":"Twin-Screw Extrusion for a Functional Food Ingredient","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extrusion; Ingredient; Differential scanning calorimetry; Starch; Digestion (alchemy); Resistant starch; Iodine value; Functional food; Maize starch","score_opus":0.02679032603628105,"score_gpt":0.2184835421208608,"score_spread":0.19169321608457973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060192265,0.000518938,0.00067351386,0.00041088296,0.009118825,0.001189148,0.00016436636,0.0003770654,0.927355],"genre_scores_gemma":[0.117965505,0.000012262135,0.0017073079,0.0004996733,0.0009933905,0.000010893736,0.0016265147,0.0001186225,0.87706584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985324,0.00007218028,0.00022169991,0.00053577573,0.0002922784,0.0003456617],"domain_scores_gemma":[0.9990962,0.000045243476,0.00020596283,0.00023625931,0.0002954291,0.00012090772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006723172,0.00035154173,0.00030377644,0.00026759921,0.00045113338,0.00009492279,0.00028739608,0.000359907,0.041236293],"category_scores_gemma":[0.000013983784,0.00037678255,0.000268395,0.00029149023,0.000055889835,0.0002192244,0.000059906837,0.00024377336,0.00014644394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0284056,0.00023103743,0.000088731606,0.0008075781,0.00034040777,0.000014417904,0.0032437197,0.000025178058,0.0027272913,0.0011218477,0.03609509,0.9268991],"study_design_scores_gemma":[0.0015023875,0.002795056,0.00033195034,0.00038329756,0.00022436892,0.000005093439,0.003080328,0.00018709285,0.0059862407,0.00023336466,0.9847994,0.0004714327],"about_ca_topic_score_codex":0.000026128184,"about_ca_topic_score_gemma":0.000659622,"teacher_disagreement_score":0.9487043,"about_ca_system_score_codex":0.00023370198,"about_ca_system_score_gemma":0.00006566473,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W7115808780","doi":"","title":"Dating Apps, Sexually Transmitted Infections and Risky Sexual Behaviour","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Condom; Young adult; Sexual behavior; Mobile apps; Incidence (geometry); Sexually active; Safer sex; Romance","score_opus":0.02297218079808686,"score_gpt":0.2743810049191488,"score_spread":0.2514088241210619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35037374,0.00032250147,0.00024997862,0.00008986886,0.0012082706,0.00045974366,0.00014854154,0.000247174,0.6469002],"genre_scores_gemma":[0.1437193,0.000022383427,0.00021532872,0.00012706772,0.00020395058,0.00000971529,0.0013442998,0.00007983424,0.8542781],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978496,0.00026042628,0.0003217938,0.00096760335,0.00018126052,0.00041932205],"domain_scores_gemma":[0.9990231,0.00008206552,0.0002541639,0.000335622,0.00008460953,0.00022043224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008056854,0.00046250733,0.00043752562,0.0002920724,0.0004868912,0.000049121052,0.00036117758,0.0007885486,0.20370041],"category_scores_gemma":[0.000007713502,0.0005874867,0.00011241069,0.00043383075,0.00014722772,0.00021684787,0.000053722604,0.0010782919,0.00046527493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002116386,0.0019953325,0.23385148,0.0004333499,0.0015226507,0.0018810729,0.03618964,0.000008136538,0.00093814824,0.0258001,0.036186025,0.6590777],"study_design_scores_gemma":[0.003930207,0.0010239631,0.47956255,0.000120972014,0.0017043324,0.00010756914,0.051233348,0.000017703114,0.000016053838,0.00015262555,0.46075818,0.001372503],"about_ca_topic_score_codex":0.0002957693,"about_ca_topic_score_gemma":0.0018963537,"teacher_disagreement_score":0.6577052,"about_ca_system_score_codex":0.00007899781,"about_ca_system_score_gemma":0.000083175786,"threshold_uncertainty_score":0.99965763},"labels":[],"label_agreement":null},{"id":"W7115808858","doi":"","title":"Diabetes Distress and Pregnancy in Women with Pre-existing Diabetes","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Canadian Nurses Foundation; AstraZeneca","keywords":"Distress; Diabetes mellitus; Pregnancy; Type 2 diabetes; Type 1 diabetes; Qualitative research; Research design","score_opus":0.009997562247549848,"score_gpt":0.2318131936725919,"score_spread":0.22181563142504204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808858","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69370234,0.0017851325,0.0000026725934,0.000090897986,0.00006877442,0.0006839614,0.00004821521,0.00006638882,0.3035516],"genre_scores_gemma":[0.27949294,0.00027729583,0.00019559212,0.000044494547,0.000029846737,0.000030991676,0.0005199134,0.000058490987,0.7193504],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983079,0.00004828877,0.00017000717,0.00054848817,0.00035675013,0.0005685856],"domain_scores_gemma":[0.999358,0.00007396269,0.00008017081,0.00018122823,0.000085674794,0.00022094426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000679542,0.00030439868,0.0003900877,0.0003959149,0.00006518376,0.00009228054,0.00014517702,0.00013503406,0.0056317705],"category_scores_gemma":[0.000029629544,0.00028025222,0.00004374585,0.00054095016,0.00007088164,0.00016384647,0.0001051344,0.00040130026,0.000021632462],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055391673,0.00019631612,0.06473104,0.013535294,0.00063176645,0.0006125516,0.0029318228,0.000026942329,0.00037146077,0.0008475205,0.00031715687,0.9152442],"study_design_scores_gemma":[0.006025099,0.0022949546,0.7351824,0.042561512,0.00083732663,0.000001574123,0.023139197,0.0011380173,0.00064670393,0.0009338527,0.18577088,0.0014684871],"about_ca_topic_score_codex":0.0000354547,"about_ca_topic_score_gemma":0.00040914796,"teacher_disagreement_score":0.91377574,"about_ca_system_score_codex":0.000267698,"about_ca_system_score_gemma":0.000093325805,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W7115808878","doi":"","title":"Whole-Body Interindividual Radiation-Induced Bystander Effect in House Cricket (Acheta domesticus)","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Cricket; Bystander effect; Population; Disease","score_opus":0.009641203922809271,"score_gpt":0.2471853065829485,"score_spread":0.23754410266013923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59781367,0.00055281195,0.00013880251,0.0005442781,0.001772073,0.002607489,0.0000986123,0.000512682,0.39595962],"genre_scores_gemma":[0.5038074,0.000049141454,0.00011694648,0.00019811487,0.00016600525,0.000012058943,0.0010441467,0.000114842675,0.49449134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727094,0.00038075488,0.00045584145,0.00083917874,0.0005381905,0.00051511446],"domain_scores_gemma":[0.99829096,0.00040855896,0.0003267764,0.0005636591,0.00016152117,0.00024851138],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002717326,0.00065151893,0.0010061886,0.0012118721,0.00011581801,0.00008986006,0.00043391532,0.00081175857,0.009897065],"category_scores_gemma":[0.00026565784,0.0007025943,0.00032066499,0.0012858139,0.000036689475,0.0003281695,0.00009107205,0.0010473697,0.00018496615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007430789,0.0009672546,0.07316764,0.0061216555,0.0022680366,0.0038679035,0.005115634,0.00019266552,0.01155288,0.00087814004,0.016127402,0.87231],"study_design_scores_gemma":[0.044019055,0.0050340826,0.40681222,0.0066874283,0.0053751436,0.00007342695,0.008937256,0.0010523675,0.013572586,0.000110185276,0.5048506,0.0034756158],"about_ca_topic_score_codex":0.00017182967,"about_ca_topic_score_gemma":0.0008447127,"teacher_disagreement_score":0.8688344,"about_ca_system_score_codex":0.000824482,"about_ca_system_score_gemma":0.0005034089,"threshold_uncertainty_score":0.99954253},"labels":[],"label_agreement":null},{"id":"W7115808879","doi":"","title":"DRIVERS OF ISOTOPIC AND GEOCHEMICAL VARIABILITY IN SUBARCTIC PERMAFROST WATERSHEDS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Subarctic climate; Surface runoff; Lithology; Hydrology (agriculture); Storm; Groundwater; Dominance (genetics)","score_opus":0.013698091767910136,"score_gpt":0.1997949055135667,"score_spread":0.18609681374565656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69666123,0.00012644219,0.0000027284127,0.00005070848,0.00027014886,0.00021217826,0.0015058536,0.000014161723,0.30115655],"genre_scores_gemma":[0.7797008,0.0004759401,0.00006550639,0.00006573537,0.000053487038,3.5669902e-7,0.011130042,0.000008287471,0.2084998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988636,0.000120159544,0.00020432763,0.00040041847,0.00015034487,0.00026116797],"domain_scores_gemma":[0.9994345,0.00016322137,0.00009411512,0.00017422087,0.00004704859,0.000086894324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013362465,0.00022253559,0.00034880862,0.00020732175,0.000060682472,0.0000257619,0.00024536776,0.00029603104,0.12786175],"category_scores_gemma":[0.000019589035,0.00023091475,0.00008065587,0.0003503078,0.00007574188,0.00015494338,0.000029988316,0.00027646637,0.000016076398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022236018,0.000026877886,0.9358597,0.0007180591,0.000030248824,0.000051479437,0.0017544648,0.000013900647,0.00035476754,0.000052517964,0.00008231107,0.06083331],"study_design_scores_gemma":[0.0011928797,0.000097940385,0.95336264,0.00043555643,0.00017342178,0.000004182123,0.008793511,0.0009627718,0.00076512835,0.00030615635,0.033380106,0.0005256774],"about_ca_topic_score_codex":0.0054379255,"about_ca_topic_score_gemma":0.07648649,"teacher_disagreement_score":0.12784567,"about_ca_system_score_codex":0.000025331903,"about_ca_system_score_gemma":0.00007796998,"threshold_uncertainty_score":0.94164306},"labels":[],"label_agreement":null},{"id":"W7115808987","doi":"","title":"Assessing Environmental Sustainability in Canadian University Libraries’ Strategic Plans","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability; Strategic planning; Strategic environmental assessment; Sustainability organizations; Sustainability science; Purchasing; Strategic thinking","score_opus":0.01826508779620951,"score_gpt":0.2529957683834416,"score_spread":0.23473068058723212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808987","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45753267,0.000061127685,0.00004253156,0.004050937,0.00030575003,0.00032835585,0.00002525554,0.00012588884,0.5375275],"genre_scores_gemma":[0.8692565,0.00001228396,0.00007597937,0.000030250241,0.00006458354,2.768882e-7,0.000014489468,0.000010593381,0.13053505],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809307,0.00049081974,0.00011247157,0.00044240363,0.00021381934,0.00064744585],"domain_scores_gemma":[0.99920464,0.00017663326,0.000028634027,0.00019127678,0.00003254046,0.00036630884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039564702,0.00014586953,0.00013000233,0.0003875535,0.00049669115,0.00040084484,0.00041162857,0.00018917698,0.031764925],"category_scores_gemma":[0.000035036894,0.00019511112,0.00006753547,0.0011977595,0.0004615232,0.0019101885,0.00007956424,0.00029192408,0.0000413889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058881713,0.0001888264,0.44820568,0.0001928403,0.000052232113,0.0019214709,0.04767667,0.000472221,0.000015500373,0.41261816,0.0005534397,0.08804408],"study_design_scores_gemma":[0.00013278023,0.000013498005,0.026844202,0.0000190217,0.000017105594,9.0515454e-7,0.32086855,0.00014187116,0.0000028938416,0.0036375208,0.6481439,0.00017776352],"about_ca_topic_score_codex":0.42762893,"about_ca_topic_score_gemma":0.6420735,"teacher_disagreement_score":0.64759046,"about_ca_system_score_codex":0.00839046,"about_ca_system_score_gemma":0.00497772,"threshold_uncertainty_score":0.99541616},"labels":[],"label_agreement":null},{"id":"W7115808992","doi":"","title":"Investigating the Role of Interleukin 17 in HIV and TB Infections","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Proinflammatory cytokine; Tuberculosis; Cytokine; Disease; Human immunodeficiency virus (HIV); Interleukin 17; Viral load; Antiretroviral therapy; Lung","score_opus":0.008866036990350873,"score_gpt":0.19881120278765158,"score_spread":0.1899451657973007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115808992","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59507084,0.004242801,0.0000020335685,0.000045310833,0.0004519605,0.00021289621,0.00005738551,0.0000397157,0.39987704],"genre_scores_gemma":[0.35182977,0.00013143255,0.000024559482,0.000013487621,0.000019603085,0.0000033185681,0.0003494053,0.000019847075,0.6476086],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999264,0.00013411079,0.00016305194,0.00025566167,0.00002378654,0.00015937614],"domain_scores_gemma":[0.9996152,0.00009298539,0.00011334105,0.00013668166,0.000027128739,0.000014643248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006015282,0.00019394288,0.00024045832,0.00021536658,0.00009978336,0.000015943644,0.00016120957,0.0003037443,0.0066969027],"category_scores_gemma":[0.00001187574,0.00016257005,0.00008827504,0.00033100828,0.00009546574,0.00006823279,0.00006894627,0.00030270123,0.00007783165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024057963,0.00019010229,0.055249434,0.00032122503,0.0012614927,0.00004416477,0.018724525,0.000018806206,0.041345857,0.00715551,0.0017980316,0.87365025],"study_design_scores_gemma":[0.0021673492,0.0002519406,0.024107583,0.0011864391,0.0012216145,0.00003215533,0.057828795,0.00002999119,0.027611503,0.0015402245,0.8834234,0.000598988],"about_ca_topic_score_codex":0.0004144964,"about_ca_topic_score_gemma":0.0051996848,"teacher_disagreement_score":0.88162535,"about_ca_system_score_codex":0.000054892316,"about_ca_system_score_gemma":0.00006346299,"threshold_uncertainty_score":0.99421114},"labels":[],"label_agreement":null},{"id":"W7115809062","doi":"","title":"Carbon, Water, and Energy Exchanges in a Sweet Potato Agricultural Field in the Great Lakes Region","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Eddy covariance; Tonne; Agriculture; Hydrology (agriculture); Carbon sink; Ecosystem; Crop yield; Crop","score_opus":0.006267954504454012,"score_gpt":0.16527258158718477,"score_spread":0.15900462708273078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809062","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52128214,0.000063255255,0.0000052121804,0.0001957856,0.00007421996,0.00009007833,0.00000442083,0.000011207977,0.47827372],"genre_scores_gemma":[0.4043876,0.0002541629,0.000012293801,0.00009275587,0.000012533284,0.0000036513893,0.0002600511,0.000006697355,0.5949703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917376,0.00006596957,0.00011798121,0.0002985962,0.00013084104,0.00021287151],"domain_scores_gemma":[0.9997606,0.000035196674,0.000044456177,0.00012577097,0.000004784928,0.000029185723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000444706,0.00018761588,0.00016594288,0.00010935547,0.000057926667,0.000037074267,0.00025484274,0.00020719002,0.0014916529],"category_scores_gemma":[0.0000020869172,0.00012693743,0.000039298826,0.00032910498,0.000023884777,0.00011458873,0.00008753943,0.0001980273,0.0000025970437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010070642,0.00041279095,0.18666169,0.00048754484,0.00018527664,0.003461349,0.044795573,0.004954252,0.0033355271,0.0067445976,0.0030821313,0.7448722],"study_design_scores_gemma":[0.004312482,0.000438049,0.1601599,0.0013998864,0.00043741876,0.00013704321,0.036006883,0.008877963,0.0016291995,0.0028702954,0.78105074,0.002680144],"about_ca_topic_score_codex":0.0049389196,"about_ca_topic_score_gemma":0.14683081,"teacher_disagreement_score":0.7779686,"about_ca_system_score_codex":0.00010931854,"about_ca_system_score_gemma":0.000005409751,"threshold_uncertainty_score":0.9994211},"labels":[],"label_agreement":null},{"id":"W7115809072","doi":"","title":"GIS AND REMOTE SENSING OF LANDSCAPE-LEVEL DISTURBANCES","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Ecosystem; Wetland; Biomass (ecology); Biodiversity; Satellite imagery; Disturbance (geology); Terrestrial ecosystem","score_opus":0.00873795675627613,"score_gpt":0.1828177817467384,"score_spread":0.17407982499046226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809072","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2841307,0.000144918,0.0006390127,0.000018364794,0.00024480934,0.00013787921,0.00006630078,0.000024253319,0.71459377],"genre_scores_gemma":[0.15627931,0.00013712274,0.0027599959,0.0000119129145,0.000028659153,3.3897585e-8,0.00027046102,0.00003068921,0.8404818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895173,0.00005154612,0.00017103102,0.00040546042,0.00022138454,0.00019885683],"domain_scores_gemma":[0.9994626,0.000035102537,0.00019787761,0.00020464584,0.000017570736,0.00008222402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053201235,0.00021656591,0.00032100637,0.000052369025,0.000090518544,0.000031670763,0.00017297007,0.00017404178,0.027098043],"category_scores_gemma":[0.000009745802,0.00023460783,0.00008446685,0.0003182358,0.000051869978,0.00013054599,0.00020926476,0.0001546861,0.00002725279],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011822164,0.0000190265,0.009875862,0.00035053218,0.000072343566,0.00016183335,0.0010194416,0.00008274567,0.00078615354,0.00002871617,0.00050201954,0.9869831],"study_design_scores_gemma":[0.003999333,0.00035956627,0.27372202,0.003257579,0.0010872049,0.00014209925,0.059293028,0.040482514,0.0022870009,0.00063791685,0.61131614,0.0034155592],"about_ca_topic_score_codex":0.0016964127,"about_ca_topic_score_gemma":0.049358595,"teacher_disagreement_score":0.98356754,"about_ca_system_score_codex":0.00009179703,"about_ca_system_score_gemma":0.000019296986,"threshold_uncertainty_score":0.9737913},"labels":[],"label_agreement":null},{"id":"W7115809162","doi":"","title":"A study of Canadian best practices in employee engagement communication: Practitioner, academic and consultant views together with a guide for organizations","year":2012,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Employee engagement; Best practice; Internal communications; Conversation; Employee research; Work (physics); Productivity; Employee morale","score_opus":0.08524005512539816,"score_gpt":0.34284313299700925,"score_spread":0.2576030778716111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809162","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29038626,0.0025445435,0.00021419133,0.0021837568,0.00015752196,0.006115873,0.00010450969,0.000035107038,0.6982582],"genre_scores_gemma":[0.88531274,0.006768887,0.002008306,0.000054948254,0.000039828887,0.000073968054,0.00038433698,0.00005242814,0.105304584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962099,0.0016986176,0.0007456856,0.0004914318,0.0004061361,0.00044821252],"domain_scores_gemma":[0.99515533,0.000842214,0.0020626078,0.000726162,0.00091731246,0.00029636928],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012989047,0.00035067857,0.00049911154,0.0011576476,0.001543839,0.0001467134,0.0008495833,0.0004628765,0.0049921847],"category_scores_gemma":[0.0005865193,0.00038087892,0.000049194707,0.0045842845,0.00025737533,0.001648228,0.00016210238,0.0008194031,0.000009220358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005290419,0.002871187,0.2915392,0.0003020202,0.0010464672,0.000013554997,0.601905,0.00026463417,0.0001842343,0.029135685,0.0011326134,0.0710764],"study_design_scores_gemma":[0.0015390081,0.0002581201,0.016710104,0.00025233353,0.00058961957,0.0000021491512,0.50464195,0.00003497018,0.000008850861,0.00002699889,0.47561494,0.00032098877],"about_ca_topic_score_codex":0.33339167,"about_ca_topic_score_gemma":0.92014325,"teacher_disagreement_score":0.5949265,"about_ca_system_score_codex":0.000392312,"about_ca_system_score_gemma":0.001647607,"threshold_uncertainty_score":0.99986434},"labels":[],"label_agreement":null},{"id":"W7115809221","doi":"","title":"(The Problem with) UN SDGs as a Measure of Sustainability in Academic Libraries, and an Exploration of Alternatives","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sustainability; Sustainable development; Action (physics); Order (exchange); Sustainability science; Scope (computer science)","score_opus":0.027557079136758596,"score_gpt":0.29467854781820596,"score_spread":0.26712146868144737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921752,0.0006189853,0.0006939152,0.0072496706,0.000087455,0.0011171873,0.0000039847478,0.00007652481,0.06840031],"genre_scores_gemma":[0.98449963,0.00006537863,0.00031076602,0.0000067781575,0.000030702715,0.00000413094,0.000001608755,0.000007641576,0.015073331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986313,0.0005025384,0.00016777069,0.00024393876,0.0002679033,0.00018653504],"domain_scores_gemma":[0.9991746,0.00027300406,0.000087060296,0.00014171241,0.00025833887,0.000065311484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062225084,0.00008991751,0.00012273349,0.00011467148,0.0001619259,0.00006443741,0.0002748171,0.00009554467,0.000631275],"category_scores_gemma":[0.00011574723,0.00007739451,0.000023468174,0.0010112096,0.00075626175,0.0021533924,0.00006657795,0.0001850296,6.0076866e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027873722,0.00009184058,0.060696144,0.0002918655,0.0000393687,0.000012075211,0.18240234,0.00014589986,0.00004640204,0.4593332,0.000018988163,0.29664314],"study_design_scores_gemma":[0.0004901534,0.00031012885,0.008950842,0.00016385349,0.000052762374,8.520172e-7,0.61924,0.00010390074,0.0005937642,0.2080001,0.16187924,0.00021440619],"about_ca_topic_score_codex":0.002835769,"about_ca_topic_score_gemma":0.0024724742,"teacher_disagreement_score":0.43683764,"about_ca_system_score_codex":0.0003311061,"about_ca_system_score_gemma":0.00086864433,"threshold_uncertainty_score":0.69120187},"labels":[],"label_agreement":null},{"id":"W7115809269","doi":"","title":"SEXUAL CONFLICT, SOCIAL NETWORKS, AND POLYANDRY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Sexual conflict; Mating; Antagonistic Coevolution; Reproductive success; Insemination; Sexual selection; Sexual behavior; Social animal; Odds","score_opus":0.017120047664661985,"score_gpt":0.24872173690383098,"score_spread":0.231601689239169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809269","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050759736,0.0018599182,0.00009117218,0.00039964163,0.00042088376,0.00035069825,0.00008113006,0.00018568787,0.94585115],"genre_scores_gemma":[0.06369726,0.00021660356,0.00003859389,0.00034436816,0.00020641106,0.0000013888874,0.0010577693,0.000037034,0.93440056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990781,0.00003147078,0.00015112926,0.0003571684,0.00015292998,0.0002292147],"domain_scores_gemma":[0.9995573,0.000028004864,0.000070298294,0.000096247095,0.00006623302,0.00018187228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019481207,0.00023610001,0.0003393649,0.00012311686,0.00015061356,0.00006696184,0.000078183206,0.00032044965,0.028262611],"category_scores_gemma":[0.0000075537314,0.00022843447,0.000117237505,0.0002742176,0.0000732842,0.00008946408,0.00004768057,0.00036239866,0.000113467184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017573687,0.0003378246,0.00476423,0.0027878114,0.0012080477,0.003693746,0.0026956291,0.000016746695,0.00013477865,0.021970324,0.07494784,0.8856856],"study_design_scores_gemma":[0.0011088034,0.00016186773,0.02611436,0.00021222347,0.0012549177,0.000041807627,0.009496252,0.0007112232,0.0000069294647,0.000076514174,0.96044683,0.00036826934],"about_ca_topic_score_codex":0.000049351285,"about_ca_topic_score_gemma":0.00011189409,"teacher_disagreement_score":0.885499,"about_ca_system_score_codex":0.000053178646,"about_ca_system_score_gemma":0.00009848875,"threshold_uncertainty_score":0.9726257},"labels":[],"label_agreement":null},{"id":"W7115809290","doi":"","title":"Functional Outcomes of Proximal Femur Limb Salvage Surgery","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medius; Gait; Greater trochanter; Gait analysis; Femur; Prosthesis; Reduction (mathematics); Kinematics","score_opus":0.03098447799790861,"score_gpt":0.23963123934274055,"score_spread":0.20864676134483195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809290","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68240887,0.0004776748,0.000008262826,0.00036930575,0.0013584243,0.00078335986,0.000106820116,0.00023994646,0.31424737],"genre_scores_gemma":[0.14837633,0.00014318543,0.00010107705,0.00006931682,0.00009887456,0.0000066862044,0.0015138412,0.00007469727,0.849616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985191,0.000046720113,0.0002983434,0.00042992845,0.00042978124,0.00027610254],"domain_scores_gemma":[0.9988754,0.00029140367,0.00025542633,0.0002865652,0.00015745286,0.00013376045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068566726,0.00033765443,0.0007967505,0.0004477855,0.000075264594,0.000015156352,0.000106597225,0.00028612383,0.038532056],"category_scores_gemma":[0.00004262916,0.00031685212,0.000595678,0.0005236848,0.00004061602,0.00007979285,0.000046742447,0.00022806693,0.00020230566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013687289,0.0009276275,0.8021379,0.00076524704,0.00169576,0.0014269175,0.0002633994,0.000004344371,0.00011844623,0.00043752487,0.01273047,0.17812364],"study_design_scores_gemma":[0.0013941245,0.0001230875,0.9396095,0.00037824217,0.00097581523,0.000008726008,0.0024596658,0.0000051321413,0.00076438714,0.000022355054,0.053986605,0.00027232576],"about_ca_topic_score_codex":0.00015437532,"about_ca_topic_score_gemma":0.00041608367,"teacher_disagreement_score":0.5353686,"about_ca_system_score_codex":0.00017785867,"about_ca_system_score_gemma":0.0002530962,"threshold_uncertainty_score":0.99992836},"labels":[],"label_agreement":null},{"id":"W7115809292","doi":"","title":"Perinatal Care for Women Living with HIV in Ontario","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Ethnography; Childbirth; Psychological intervention; Qualitative research; Human immunodeficiency virus (HIV); Ideology","score_opus":0.05258994507594951,"score_gpt":0.3504033847496149,"score_spread":0.2978134396736654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093287155,0.00006553144,0.00029805535,0.000088709996,0.0001888731,0.000688142,0.000028593468,0.000027611091,0.9053273],"genre_scores_gemma":[0.03518563,0.0000262469,0.0019861928,0.000015558693,0.000040836116,0.000008824263,0.00006261808,0.000027975026,0.9626461],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99783874,0.0006232087,0.00012128272,0.00041097592,0.00043613583,0.00056965364],"domain_scores_gemma":[0.9986535,0.0006503138,0.00011211975,0.00014124536,0.00029727674,0.00014556645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081657927,0.00019898843,0.00033100622,0.0002053409,0.00039740416,0.000103308674,0.000413604,0.00034623357,0.03075501],"category_scores_gemma":[0.00014118187,0.00020878558,0.00008636831,0.00036227933,0.00018229734,0.00029292764,0.000048735987,0.00065653183,0.000024173718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004597253,0.00003734622,0.01790277,0.0008880259,0.00007630526,0.000038539805,0.85446584,0.000018080113,0.000008533047,0.019005347,0.000060605274,0.1070389],"study_design_scores_gemma":[0.0003472738,0.00011811027,0.0038905097,0.00030928076,0.000009827474,7.318273e-8,0.51843816,0.0000032664282,0.000003076192,0.00012681376,0.47655204,0.00020154314],"about_ca_topic_score_codex":0.071056336,"about_ca_topic_score_gemma":0.91685635,"teacher_disagreement_score":0.8458,"about_ca_system_score_codex":0.0022789214,"about_ca_system_score_gemma":0.002133059,"threshold_uncertainty_score":0.97013104},"labels":[],"label_agreement":null},{"id":"W7115809334","doi":"","title":"Caregiver (Current and Bereaved) Perceptions of a Psychoeducation Program","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychoeducation; Dementia; Thematic analysis; Respite care; Preparedness; Perception; Qualitative research; Data collection; Unit (ring theory)","score_opus":0.01564356378475602,"score_gpt":0.3063224897211546,"score_spread":0.2906789259363986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38952017,0.0003185548,0.00006501206,0.00011993787,0.00022932465,0.0010564688,0.00003987351,0.0000479352,0.60860276],"genre_scores_gemma":[0.2804387,0.00073465507,0.0001724053,0.000010810466,0.00008903092,0.000011959204,0.00042316,0.000027526368,0.7180917],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887514,0.000057862177,0.0001602211,0.00037237932,0.0003013346,0.00023304562],"domain_scores_gemma":[0.9991468,0.00002286517,0.000128741,0.00018281404,0.00034971593,0.00016906679],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048442114,0.0002047273,0.00028228122,0.00029705034,0.00008519405,0.000020268826,0.00010377828,0.00014906633,0.046741728],"category_scores_gemma":[0.000010444968,0.00018174008,0.00013300875,0.00026823732,0.00010288739,0.000115498384,0.00003758429,0.00021550407,0.000050554434],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044814087,0.0004300045,0.03830431,0.0006941435,0.00014539971,0.000011980052,0.0010311021,1.0500874e-8,0.00088944373,0.00013765114,0.0007291562,0.95717865],"study_design_scores_gemma":[0.0036737248,0.0010667093,0.6027108,0.0019612198,0.0009852108,0.000011537439,0.016669681,0.000006171986,0.0007752113,0.00008595526,0.37167275,0.00038104958],"about_ca_topic_score_codex":0.00004636244,"about_ca_topic_score_gemma":0.00013398181,"teacher_disagreement_score":0.9567976,"about_ca_system_score_codex":0.00010533958,"about_ca_system_score_gemma":0.00021182235,"threshold_uncertainty_score":0.9541297},"labels":[],"label_agreement":null},{"id":"W7115809407","doi":"","title":"Preventing Elderly Orphans: Transnational Caregiving of Romanian Older Adults","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Romanian; Sociocultural evolution; Immigration; Context (archaeology); Communism; Politics; Communist state; Identity (music); Value (mathematics)","score_opus":0.008214983901690766,"score_gpt":0.22950410110364183,"score_spread":0.22128911720195107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29619154,0.00010972473,0.0004273067,0.00020733132,0.0019276441,0.00055534655,0.00010283792,0.00015396233,0.7003243],"genre_scores_gemma":[0.42524457,0.000037315836,0.00017850126,0.000010404596,0.00014644781,0.000002254111,0.00035605696,0.00003696555,0.5739875],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981713,0.00015945321,0.0002827377,0.00041315722,0.00063848856,0.0003348398],"domain_scores_gemma":[0.9989858,0.000105385305,0.000290598,0.00013271699,0.0003943453,0.00009112659],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021540468,0.00022924355,0.00027817496,0.00028275308,0.0004476205,0.00007215266,0.00048229817,0.00033247206,0.016270032],"category_scores_gemma":[0.000032958702,0.0002942879,0.00026482402,0.0006286716,0.00006360557,0.00026941637,0.000033345015,0.0002341037,0.00001534905],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025908547,0.00019423391,0.0022103474,0.0011926445,0.0005742617,0.00013626635,0.14863719,0.00041101963,0.0006150927,0.37873432,0.0011789233,0.4658566],"study_design_scores_gemma":[0.0025176154,0.00024430495,0.02310746,0.0041516237,0.00055852556,0.0000019624927,0.7145393,0.0021275138,0.00035208292,0.0012560626,0.2491332,0.002010337],"about_ca_topic_score_codex":0.0016273318,"about_ca_topic_score_gemma":0.090142325,"teacher_disagreement_score":0.5659021,"about_ca_system_score_codex":0.00024137774,"about_ca_system_score_gemma":0.00040366256,"threshold_uncertainty_score":0.99995095},"labels":[],"label_agreement":null},{"id":"W7115809510","doi":"","title":"SCHOOL HEALTH SUPPORT SERVICES FOR CHILDREN WITH DIABETES","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Set (abstract data type); Ethnography; Health care; Work (physics); Social work","score_opus":0.016089857769601274,"score_gpt":0.26731867574587737,"score_spread":0.2512288179762761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809510","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15475331,0.00012859616,0.000041691215,0.0008635157,0.00056753465,0.0019816426,0.00025103657,0.00017070751,0.84124196],"genre_scores_gemma":[0.08083545,0.0000915787,0.00020940098,0.00016530053,0.00042802648,0.00000688957,0.001918277,0.000041202413,0.9163039],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844676,0.00010184466,0.00016297893,0.000442435,0.00033840758,0.0005075546],"domain_scores_gemma":[0.99874,0.000032207554,0.0004926494,0.00027806117,0.00016599034,0.00029108816],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020178838,0.0002527784,0.00034893246,0.00012171216,0.0016652095,0.0002826302,0.00059108407,0.00024362058,0.02480937],"category_scores_gemma":[0.000009951824,0.00023123836,0.00012127109,0.00015754101,0.00009849745,0.0005128664,0.0000202664,0.0001831431,0.000058968068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056722626,0.00022459652,0.22664294,0.00060753035,0.0008020572,0.000009385381,0.028255327,0.000022730303,0.000009071795,0.013349172,0.0081750825,0.7213349],"study_design_scores_gemma":[0.0010228778,0.00026676466,0.09193127,0.00026592636,0.0002053133,1.7211168e-7,0.0054836553,0.000008030924,0.000055582303,0.00019065637,0.90011245,0.0004573087],"about_ca_topic_score_codex":0.004509834,"about_ca_topic_score_gemma":0.1527436,"teacher_disagreement_score":0.8919374,"about_ca_system_score_codex":0.00018765478,"about_ca_system_score_gemma":0.00077588833,"threshold_uncertainty_score":0.9996345},"labels":[],"label_agreement":null},{"id":"W7115809545","doi":"","title":"‘Smart’ Magnetic Nanocomposite Hydrogels for Drug Delivery","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Drug delivery; Self-healing hydrogels; Nanocomposite; Magnetic nanoparticles; Superparamagnetism; Polymer; Nanoparticle; Magnetic hyperthermia","score_opus":0.010442044397625047,"score_gpt":0.20958400423447301,"score_spread":0.19914195983684796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34548917,0.0034120113,0.0004546403,0.00016685949,0.000612562,0.0022899692,0.00042836645,0.00010953963,0.6470369],"genre_scores_gemma":[0.08919852,0.00034867664,0.0010530341,0.00008600861,0.00023329699,0.00004807376,0.0018372079,0.000120298544,0.90707487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981087,0.0000792664,0.00026144146,0.00087819167,0.00018229296,0.0004901379],"domain_scores_gemma":[0.9983313,0.000020694635,0.0003256608,0.0009421605,0.00020120687,0.00017893995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010666831,0.00046756322,0.00038734498,0.00012706108,0.00051193044,0.00010862352,0.0010648307,0.00050485827,0.004534577],"category_scores_gemma":[0.000023816643,0.0005435072,0.0003702747,0.00009726133,0.00012525439,0.000019463683,0.00014169789,0.00018393119,0.000118137716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008486508,0.00017043967,0.00033312757,0.00037656006,0.00040109083,0.00002129576,0.00027628898,0.000024227063,0.37584656,0.000110059904,0.007074962,0.61451674],"study_design_scores_gemma":[0.00070050044,0.0001239541,0.00016623178,0.00009333775,0.00027325514,0.0000044635162,0.00032737726,0.00004214691,0.18145443,0.000038602146,0.81623393,0.0005417593],"about_ca_topic_score_codex":0.00026401877,"about_ca_topic_score_gemma":0.0022982568,"teacher_disagreement_score":0.809159,"about_ca_system_score_codex":0.00008234493,"about_ca_system_score_gemma":0.0002567854,"threshold_uncertainty_score":0.9997016},"labels":[],"label_agreement":null},{"id":"W7115809616","doi":"","title":"Canadian Respiratory Therapists During the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Anxiety; Extant taxon; Distress; Psychological distress; Health care; Adverse effect","score_opus":0.04929480867614539,"score_gpt":0.3279681398710126,"score_spread":0.2786733311948672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809616","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11476158,0.0016267877,0.0000050512363,0.00048558682,0.002381165,0.0009029762,0.00026705046,0.00017158606,0.8793982],"genre_scores_gemma":[0.06294496,0.00007837572,0.0000026149912,0.00597377,0.00015297558,0.000015211383,0.000261307,0.0000673164,0.9305035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761224,0.00052829256,0.00023793173,0.00067500013,0.00028491605,0.0006616206],"domain_scores_gemma":[0.99836034,0.00015275252,0.00022169521,0.0005926231,0.00003202662,0.00064054725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026271728,0.00035062202,0.00029035084,0.0004068817,0.0011627165,0.000038652353,0.00086451025,0.0003385697,0.537437],"category_scores_gemma":[0.000015007899,0.00034799782,0.00018313536,0.00063431746,0.00006123775,0.00007644706,0.00008424242,0.0009029818,0.00025121594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00570177,0.0003715551,0.31947422,0.0026124646,0.0013431757,0.0060319076,0.09586262,0.00011958543,0.00038781727,0.015618456,0.054242972,0.49823344],"study_design_scores_gemma":[0.00109517,0.000082119324,0.021042228,0.00001855385,0.00006118438,0.000018968862,0.02880867,6.393413e-7,0.0000031597488,0.00003951012,0.9484928,0.00033696578],"about_ca_topic_score_codex":0.3684249,"about_ca_topic_score_gemma":0.87599826,"teacher_disagreement_score":0.89424986,"about_ca_system_score_codex":0.0070729395,"about_ca_system_score_gemma":0.0034010014,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W7115809647","doi":"","title":"The NLRP3 Inflammasome Contributes to Statin Myopathy","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Inflammasome; Fluvastatin; Myopathy; Statin; Prenylation; Atorvastatin; Protein kinase B; Ubiquitin","score_opus":0.00750134549493122,"score_gpt":0.21675189112013965,"score_spread":0.20925054562520842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809647","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06359305,0.002404318,0.00088301353,0.002572483,0.0014739672,0.0028372358,0.000111896275,0.00020584051,0.92591816],"genre_scores_gemma":[0.0152495075,0.00051136373,0.00014462856,0.00037817346,0.00040412133,0.000011578056,0.00016254015,0.000071800554,0.98306626],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801046,0.00014286727,0.0002924498,0.00049611373,0.000518663,0.00053942273],"domain_scores_gemma":[0.99838835,0.00010403944,0.00017127958,0.000694148,0.0003341295,0.0003080693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031826043,0.00035312824,0.00059183117,0.00018706467,0.00040530588,0.00007224975,0.00034106683,0.00031393205,0.008196349],"category_scores_gemma":[0.00009299818,0.00024175351,0.0004018072,0.0004859279,0.000053695254,0.00009190179,0.00008578608,0.000380092,0.00037239754],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014861857,0.000038875507,0.00070412335,0.00030866067,0.000645541,0.00033391925,0.00032081007,0.0000011956467,0.0007100293,0.0026935867,0.00359533,0.98916173],"study_design_scores_gemma":[0.0022872323,0.00022447694,0.009941671,0.0006177922,0.0003936555,0.000009962482,0.0026640967,0.0000020664475,0.0013736314,0.00011958437,0.982078,0.0002877855],"about_ca_topic_score_codex":0.00020731593,"about_ca_topic_score_gemma":0.0011278513,"teacher_disagreement_score":0.98887396,"about_ca_system_score_codex":0.00039365917,"about_ca_system_score_gemma":0.00047157437,"threshold_uncertainty_score":0.9927103},"labels":[],"label_agreement":null},{"id":"W7115809740","doi":"","title":"“Canadian History and Creative Remembrance”","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social research; Social history (medicine); Creativity; Oral history","score_opus":0.011402125227514362,"score_gpt":0.1797858868217603,"score_spread":0.16838376159424595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809740","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000030627068,0.0010972453,0.000046212237,0.000091131085,0.00039253093,0.000391259,0.0005438058,0.00040874796,0.997026],"genre_scores_gemma":[0.00003637636,0.00016013504,0.0002807937,0.00015321921,0.00023027389,9.4654416e-7,0.000026489091,0.0009827362,0.998129],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980068,0.00017210648,0.00013085661,0.0008058896,0.00024330556,0.0006409946],"domain_scores_gemma":[0.9985135,0.000027878388,0.00025517133,0.00050663156,0.00005406476,0.0006427358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007028169,0.00055276556,0.00050909474,0.0014604805,0.000085805994,0.00002435329,0.0005235157,0.00052568514,0.88712955],"category_scores_gemma":[0.000011710337,0.0005693498,0.000116476964,0.00023688898,0.0004178846,0.00019594045,0.0001590833,0.0002833346,0.013604765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059241596,0.000014271292,0.0002996406,0.00006629988,0.00021529413,0.0003516884,0.00013349914,1.1946547e-7,0.00007400767,0.007455347,0.9338541,0.057476506],"study_design_scores_gemma":[0.0011711672,0.000033706885,0.00010369387,0.00041714258,0.00014940707,0.0000086257705,0.00019535226,0.0000018293165,0.000007943866,0.000027244387,0.99718606,0.0006977951],"about_ca_topic_score_codex":0.0665158,"about_ca_topic_score_gemma":0.37128592,"teacher_disagreement_score":0.8735248,"about_ca_system_score_codex":0.003953459,"about_ca_system_score_gemma":0.0006052679,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W7115809792","doi":"","title":"“Memory, Memorialization, Imagining Community”","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural studies; Social research; Context (archaeology); Ethnography","score_opus":0.01718248949486072,"score_gpt":0.22224600680554812,"score_spread":0.2050635173106874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000024287456,0.00012910938,0.0023511276,0.000086625274,0.0012694563,0.000523453,0.0005020195,0.0017745616,0.99336123],"genre_scores_gemma":[0.00007740981,0.000038885693,0.0006596494,0.00012018291,0.00092266186,0.0000013643611,0.0001546401,0.0019881742,0.996037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968314,0.0010585567,0.00028178183,0.00062264403,0.00050470757,0.00070090103],"domain_scores_gemma":[0.9975591,0.00011461995,0.0006046848,0.0012962268,0.00014074206,0.00028467798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026925522,0.0007618139,0.00070657517,0.0013451197,0.00035361006,0.000119568715,0.001670349,0.00055033696,0.79045665],"category_scores_gemma":[0.00004442872,0.0007859038,0.0002333305,0.0011580283,0.00043813518,0.00032652702,0.00077866914,0.0007420195,0.030070784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087531305,0.000098246135,0.00014460187,0.00012963645,0.00034430943,0.00013384012,0.00045951587,0.0000044228555,0.00022855628,0.003011782,0.9179465,0.07741101],"study_design_scores_gemma":[0.0023705468,0.000038803817,0.000015654412,0.0006266973,0.00025180395,0.0000123555155,0.0012451271,0.00000696303,0.00008957432,0.00009567732,0.99432164,0.0009251522],"about_ca_topic_score_codex":0.0013649494,"about_ca_topic_score_gemma":0.001874462,"teacher_disagreement_score":0.7603859,"about_ca_system_score_codex":0.0005235321,"about_ca_system_score_gemma":0.00019030612,"threshold_uncertainty_score":0.9994592},"labels":[],"label_agreement":null},{"id":"W7115809809","doi":"","title":"Examining the relationship between emotion dysregulation and subjective & objective sleep from late pregnancy to early postpartum","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sleep (system call); Pittsburgh Sleep Quality Index; Sleep onset; Actigraphy; Pregnancy; Sleep onset latency; Psychosocial; Sleep diary","score_opus":0.02378866102472598,"score_gpt":0.24547169637909896,"score_spread":0.22168303535437298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71461785,0.0008089747,0.00017041246,0.00013682131,0.0011909592,0.0007486067,0.0000723577,0.00014103246,0.282113],"genre_scores_gemma":[0.6871435,0.000013084809,0.000031654534,0.000020594076,0.00011401113,0.0000071511663,0.00045934794,0.00006341598,0.3121472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978423,0.00037144413,0.0002816123,0.0008943486,0.00025031634,0.00035995437],"domain_scores_gemma":[0.9985617,0.0006092681,0.00022776514,0.00035890567,0.00010853084,0.00013387602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010206706,0.00042349787,0.0003370214,0.00040904348,0.00035745712,0.00013193008,0.0002848197,0.00076041266,0.0061516813],"category_scores_gemma":[0.0000462479,0.0003941327,0.00012208497,0.00097072596,0.00009855476,0.00025587904,0.000085638625,0.00087489,0.00054998987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008546694,0.00008778819,0.44613248,0.000103459366,0.0027206277,0.00013085114,0.15613891,0.000104875595,0.0000420409,0.006020557,0.0003298891,0.38733384],"study_design_scores_gemma":[0.00090880535,0.00025038095,0.9350691,0.0008264219,0.0013557554,0.0000013517229,0.057308197,0.00003148609,0.000017211887,0.0023187276,0.0014585247,0.00045403387],"about_ca_topic_score_codex":0.0016885038,"about_ca_topic_score_gemma":0.0015313771,"teacher_disagreement_score":0.4889366,"about_ca_system_score_codex":0.00017686056,"about_ca_system_score_gemma":0.000045421068,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W7115809820","doi":"","title":"Machine Learning to Predict Cardiovascular Disease with Nutrition","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disease; Cardiovascular health; Public health; MEDLINE; Support vector machine","score_opus":0.009903681033065517,"score_gpt":0.19516626425539857,"score_spread":0.18526258322233305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809820","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011812547,0.010718392,0.0007435327,0.0021091243,0.0003714145,0.0029764038,0.00035202468,0.0004850224,0.97043157],"genre_scores_gemma":[0.07119442,0.0025453484,0.0017476083,0.00054640195,0.0008705368,0.000031138563,0.0071750083,0.00017518134,0.9157144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984267,0.000052114632,0.00014030578,0.0005768576,0.0005429982,0.00026101962],"domain_scores_gemma":[0.99901307,0.000019252066,0.00006889719,0.00021232083,0.0001842801,0.0005021595],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003454394,0.0003271476,0.00055582967,0.00014314153,0.00020558348,0.000027745893,0.00012484845,0.00012760142,0.009598936],"category_scores_gemma":[0.000024911831,0.0003182308,0.00038753287,0.0005369644,0.000027202432,0.00007916702,0.000059420156,0.00041305108,0.00009809255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11873126,0.0036749921,0.059871797,0.025667984,0.025793152,0.029883424,0.0032219586,0.0027208575,0.00048941403,0.0033146127,0.03725982,0.68937075],"study_design_scores_gemma":[0.0032247936,0.0006951568,0.0050121727,0.0010777623,0.0019868936,0.00000896531,0.0025091586,0.00011527282,0.00003738773,0.000013842195,0.9849773,0.00034126287],"about_ca_topic_score_codex":0.0001174377,"about_ca_topic_score_gemma":0.00010125701,"teacher_disagreement_score":0.9477175,"about_ca_system_score_codex":0.00017071262,"about_ca_system_score_gemma":0.00010004217,"threshold_uncertainty_score":0.999927},"labels":[],"label_agreement":null},{"id":"W7115809849","doi":"","title":"Seneca's Medea as Reception of Ovid: The Characterization of Medea as Magician, Criminal, and Collector of Magical Materials","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Characterization (materials science); The arts; Key (lock); Relation (database)","score_opus":0.02258281013843494,"score_gpt":0.2131371696749889,"score_spread":0.19055435953655397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36002684,0.00030763927,0.000005556342,0.00033821524,0.00072129763,0.00041320565,0.0003032855,0.000022516775,0.63786143],"genre_scores_gemma":[0.3931193,0.0014410608,0.000012571114,0.00006894511,0.00021412202,0.0000029231512,0.00039441016,0.000022266608,0.6047244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986557,0.00016084083,0.00044932854,0.00028294988,0.00029719423,0.00015403361],"domain_scores_gemma":[0.99872667,0.000115001814,0.00055965036,0.00017523274,0.00037690919,0.00004654408],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009006874,0.00026128988,0.0006369086,0.0002350428,0.00025067956,0.00003842519,0.00024226571,0.00020609533,0.032290064],"category_scores_gemma":[0.000041863295,0.00021335747,0.00013011503,0.0002120885,0.00029462573,0.00009311609,0.00007377346,0.00014565,0.000011623121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007473358,0.0010564333,0.00029423452,0.010492301,0.0017724951,0.00006364758,0.108747914,0.0000050668345,0.11150244,0.6642884,0.0074935756,0.086810134],"study_design_scores_gemma":[0.00090718974,0.0007577577,0.0007952024,0.0008550487,0.0012534538,0.0000022442653,0.01268695,0.0000051148254,0.014412895,0.0035359708,0.9643079,0.00048026448],"about_ca_topic_score_codex":0.0013495876,"about_ca_topic_score_gemma":0.0013165871,"teacher_disagreement_score":0.95681435,"about_ca_system_score_codex":0.00007077595,"about_ca_system_score_gemma":0.00009197802,"threshold_uncertainty_score":0.96859455},"labels":[],"label_agreement":null},{"id":"W7115809915","doi":"","title":"PSYCHOSOCIAL IMPACT OF GIG WORK ON ONTARIO’S NEW IMMIGRANTS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Psychosocial; Work (physics); Qualitative research; Gig economy; Settlement (finance)","score_opus":0.014576025006759735,"score_gpt":0.24536408650913963,"score_spread":0.2307880615023799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809915","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053690244,0.000028024395,0.000040828163,0.00008688894,0.000813956,0.00031691522,0.000028027434,0.00004398505,0.9449511],"genre_scores_gemma":[0.13147016,0.0000325838,0.00004880675,0.000026119787,0.00009351015,4.835501e-7,0.00016411352,0.000010401768,0.8681538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988749,0.0000697253,0.00023127861,0.00027112052,0.00025309337,0.00029987638],"domain_scores_gemma":[0.9993556,0.000044834313,0.00023078591,0.00014287543,0.00007950262,0.00014640491],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000087188506,0.00023841747,0.00034150545,0.00023232811,0.00024527436,0.00009297562,0.00042821365,0.00039643006,0.05402637],"category_scores_gemma":[0.00001068073,0.00027116472,0.00042054255,0.0007318016,0.00005062068,0.00047691556,0.0000118944035,0.00029232446,0.00008269613],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012585017,0.00011703769,0.004641687,0.000048681664,0.00022258118,0.0000072404355,0.027281472,0.00006252191,9.2782255e-7,0.014434468,0.010907862,0.94101703],"study_design_scores_gemma":[0.0011594606,0.0001984975,0.028704967,0.00080904446,0.00016385342,6.767408e-8,0.011664043,7.4914146e-7,0.000024080748,0.0015715705,0.9552242,0.00047943532],"about_ca_topic_score_codex":0.11550948,"about_ca_topic_score_gemma":0.67525053,"teacher_disagreement_score":0.9443164,"about_ca_system_score_codex":0.00078949204,"about_ca_system_score_gemma":0.0016980959,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W7115809962","doi":"","title":"Landscape-level conservation of freshwater turtles","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Habitat; Wetland; Overwintering; Turtle (robot); Range (aeronautics); Bay; Wildlife conservation; Introduced species","score_opus":0.01823231079339699,"score_gpt":0.20368134429454204,"score_spread":0.18544903350114506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115809962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1481321,0.000036099034,0.00004729741,0.0001265229,0.00033694296,0.0001740243,0.000096733194,0.000030130555,0.85102016],"genre_scores_gemma":[0.069205806,0.000027967355,0.00033427976,0.000079578866,0.00003393138,0.0000010851581,0.0006329037,0.000016264263,0.9296682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991159,0.000061174665,0.00016390052,0.00032224227,0.00016225151,0.00017455289],"domain_scores_gemma":[0.9992389,0.000029417693,0.00035770913,0.0002972484,0.000028275223,0.00004846643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070092916,0.00020000241,0.00023114009,0.00005722178,0.00017503966,0.000020886315,0.00045640196,0.00036957843,0.20962916],"category_scores_gemma":[0.000016264992,0.00020063944,0.00009597188,0.00010220244,0.00013000202,0.00025473503,0.0000711996,0.00017154953,0.00027750808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010814051,0.00014951926,0.36063182,0.0002033155,0.0002137257,0.00007284018,0.0015190241,0.00006919576,0.01228152,0.0014175447,0.042707212,0.57965285],"study_design_scores_gemma":[0.0005356482,0.00005330145,0.25769302,0.000080308935,0.00009839608,0.0000017956188,0.0008507256,0.00008632195,0.0034759599,0.00033830013,0.7364915,0.00029473615],"about_ca_topic_score_codex":0.0008487609,"about_ca_topic_score_gemma":0.022210719,"teacher_disagreement_score":0.6937843,"about_ca_system_score_codex":0.00005890237,"about_ca_system_score_gemma":0.000033628545,"threshold_uncertainty_score":0.9956314},"labels":[],"label_agreement":null},{"id":"W7115810046","doi":"","title":"Ecohydrological Thresholds to High Peat Burn Severity","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Boreal; Black spruce; Hydrology (agriculture); Ecosystem; Carbon fibers; Ecosystem respiration; Water content; Permafrost","score_opus":0.008233828632345654,"score_gpt":0.19652565672062797,"score_spread":0.18829182808828232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810046","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41515478,0.000007707672,0.000052389893,0.00011655911,0.00041108462,0.00026705238,0.0000281644,0.000054072232,0.5839082],"genre_scores_gemma":[0.3731388,0.00001812248,0.0001479952,0.00028158794,0.0000522133,0.0000015589474,0.00029465684,0.00002215663,0.62604296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981406,0.0000832676,0.00018300317,0.00079498335,0.0002831026,0.0005150683],"domain_scores_gemma":[0.99921983,0.00003768711,0.00012215888,0.00036805723,0.000013999422,0.00023824956],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000087210145,0.000370832,0.00044639994,0.00009578811,0.00016319129,0.00004469472,0.0007034105,0.0005474565,0.41344395],"category_scores_gemma":[0.000008718281,0.00035878542,0.00015390725,0.0003914762,0.000058241443,0.00017333467,0.00036867298,0.00037634495,0.0040159295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002625166,0.0006183954,0.5836747,0.00019076315,0.00032000535,0.0014765863,0.0023784668,0.004799731,0.0024482785,0.0012732836,0.05668224,0.3435124],"study_design_scores_gemma":[0.0009457091,0.00041495234,0.19210668,0.000033361506,0.00011045393,0.000012581761,0.00050246954,0.0002217887,0.00011503006,0.00020234902,0.80459726,0.00073735986],"about_ca_topic_score_codex":0.00073706545,"about_ca_topic_score_gemma":0.0059125153,"teacher_disagreement_score":0.747915,"about_ca_system_score_codex":0.00034386,"about_ca_system_score_gemma":0.000025672187,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W7115810084","doi":"","title":"BEST PRACTICES FOR DATA QUALITY ASSURANCE FOR HOSPITAL ELECTRONIC MEDICAL RECORD RESEARCH PLATFORMS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Data quality; Quality assurance; Best practice; Data collection; Quality (philosophy); Medical record; Quality management; Scale (ratio)","score_opus":0.24533605274498735,"score_gpt":0.5122893774843007,"score_spread":0.2669533247393133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810084","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021584472,0.002671514,0.008954028,0.0070695654,0.011338673,0.02491052,0.002431783,0.00046061364,0.92057884],"genre_scores_gemma":[0.0020491607,0.0011418426,0.0011275281,0.00019949029,0.0013013179,0.00036361103,0.005325685,0.00012776114,0.9883636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121934,0.0014407935,0.0013936862,0.001832993,0.0013080816,0.0028051196],"domain_scores_gemma":[0.9833191,0.010570077,0.0022711533,0.0016793372,0.0016778412,0.0004825041],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008856596,0.0005622395,0.0012001084,0.0005017008,0.002215129,0.000057913458,0.0032190306,0.0022318063,0.014053086],"category_scores_gemma":[0.00863111,0.00058144925,0.000237279,0.0011345177,0.00008387994,0.00081662915,0.0005025224,0.00441237,0.00017708208],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057570385,0.000458561,0.0043989257,0.028187804,0.00075892144,0.000022432616,0.002260276,7.316291e-7,0.000015468308,0.027010392,0.15091406,0.7802154],"study_design_scores_gemma":[0.003038909,0.00091622345,0.00016268945,0.002907316,0.0001725718,7.1740993e-7,0.021606825,0.000592953,0.000007903563,0.0009635548,0.9690908,0.0005395381],"about_ca_topic_score_codex":0.010871574,"about_ca_topic_score_gemma":0.27610773,"teacher_disagreement_score":0.81817675,"about_ca_system_score_codex":0.0026255061,"about_ca_system_score_gemma":0.022508709,"threshold_uncertainty_score":0.9997196},"labels":[],"label_agreement":null},{"id":"W7115810112","doi":"","title":"A Study of Christian Witness in the Field of International Development","year":2021,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Christian Theology and Mission","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Witness; Meaning (existential); Identity (music); Criticism; Faith; Field (mathematics); International development; Work (physics); Perception","score_opus":0.0219005765417448,"score_gpt":0.22256241286690126,"score_spread":0.20066183632515647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53934044,0.000034482448,0.000062778054,0.00019159756,0.00014138638,0.000068628244,0.0000025458407,0.000004427478,0.46015373],"genre_scores_gemma":[0.91929865,0.0000022410786,0.000030046713,0.000066349334,0.000021930446,2.8236457e-7,0.000003165924,0.0000020872221,0.08057525],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958134,0.000068589885,0.000110873814,0.000092104914,0.00008768465,0.0000594123],"domain_scores_gemma":[0.9997108,0.00007122341,0.000057592657,0.00009048307,0.000059100566,0.000010811221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062233,0.00005100921,0.00009230578,0.000053161406,0.00005513059,0.000008087,0.00019897288,0.000022125198,0.052495714],"category_scores_gemma":[0.000013702374,0.000041322513,0.000022770684,0.00006175294,0.00006198494,0.000052439325,0.00008265473,0.00006981478,0.0000037786199],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053842843,0.0026405037,0.061600514,0.00011109271,0.00029150286,0.00089495024,0.58940285,0.00004288632,0.00015943871,0.19259576,0.0023038727,0.14941822],"study_design_scores_gemma":[0.0013182731,0.00013709045,0.008907411,0.00006790161,0.00002718164,0.000003976867,0.31717998,0.000007895227,0.0010016662,0.00021079578,0.6710425,0.00009533416],"about_ca_topic_score_codex":0.00022193951,"about_ca_topic_score_gemma":0.006068419,"teacher_disagreement_score":0.66873866,"about_ca_system_score_codex":0.00001245462,"about_ca_system_score_gemma":0.000040206032,"threshold_uncertainty_score":0.94837046},"labels":[],"label_agreement":null},{"id":"W7115810122","doi":"","title":"Barriers and Facilitators to Optimal Anticoagulation Management: A Focus Group Study Protocol","year":2017,"lang":"","type":"article","venue":"MacSphere (McMaster University)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Randomized controlled trial; Health care; Qualitative research; Protocol (science); Intervention (counseling); Descriptive research; Perspective (graphical); Clinical trial","score_opus":0.035196075582266666,"score_gpt":0.2965998443981453,"score_spread":0.2614037688158786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810122","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1342857,0.000027704105,0.0064559155,0.0026701614,0.0008470615,0.30936322,0.000039836086,0.00023847452,0.54607195],"genre_scores_gemma":[0.5867191,0.000008565549,0.0012959742,0.00006404903,0.00034021778,0.0003105794,0.0000036854196,0.000052144624,0.4112057],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971385,0.0002153482,0.0004561321,0.0009955382,0.000578117,0.00061636884],"domain_scores_gemma":[0.99781877,0.000048230002,0.00037377278,0.0009656031,0.00009525402,0.0006983925],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039912027,0.00052870705,0.0006588464,0.00047596532,0.0014515449,0.00053731765,0.0005678524,0.00015987818,0.03837191],"category_scores_gemma":[0.000082252845,0.0005682031,0.00020000781,0.00042841714,0.0002291119,0.001023667,0.0014302527,0.00020331459,0.00019254714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030196765,0.000048596426,0.62547356,0.00037850786,0.0008110009,0.00048472494,0.0021026342,0.000116438016,0.000026390555,0.0022438522,0.00028165584,0.36501297],"study_design_scores_gemma":[0.015340864,0.0016304615,0.40992463,0.00023275462,0.0011482172,0.0000023454575,0.027410964,0.0007977959,0.000019018631,0.000039902305,0.5428152,0.0006378651],"about_ca_topic_score_codex":0.00017615243,"about_ca_topic_score_gemma":0.00016650165,"teacher_disagreement_score":0.5425335,"about_ca_system_score_codex":0.00022307846,"about_ca_system_score_gemma":0.000037875405,"threshold_uncertainty_score":0.9998484},"labels":[],"label_agreement":null},{"id":"W7115810128","doi":"","title":"Safety Transients in Helical Coil Steam Generators","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boiler (water heating); Modular design; Heat recovery steam generator; Pressurized water reactor; Safety valve; Superheater; Relief valve; Electromagnetic coil; Boiler feedwater","score_opus":0.005505424794491794,"score_gpt":0.17458442411407366,"score_spread":0.16907899931958187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16234985,0.00042285415,0.0002544443,0.000014760402,0.0019239776,0.00039125435,0.00010094733,0.0007247402,0.8338172],"genre_scores_gemma":[0.34965092,0.00070879393,0.00076875935,0.00008869244,0.00027005535,0.000009576752,0.0013495956,0.00071476685,0.64643884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985488,0.000065174085,0.00027166028,0.0003844486,0.00029614117,0.0004337843],"domain_scores_gemma":[0.99946886,0.000025015534,0.00004530908,0.00029928001,0.000022310645,0.00013922504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007164039,0.00041550092,0.0004082127,0.00034875935,0.00007685085,0.0000286529,0.00051191397,0.00033227267,0.061926454],"category_scores_gemma":[0.0000040803025,0.000578412,0.00015071328,0.0007301925,0.000017416534,0.0001553139,0.000055019784,0.0008483168,0.00011101033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048548155,0.00016780251,0.00022194552,0.0008733639,0.00038506833,0.000884574,0.0035628884,0.514215,0.0030808102,0.00078646484,0.0025805552,0.47275606],"study_design_scores_gemma":[0.0011813333,0.000049964354,0.0016229028,0.00010258289,0.000074302385,0.000004949383,0.0017530045,0.00921184,0.00054616487,0.000008144942,0.9846894,0.0007554143],"about_ca_topic_score_codex":0.00004240475,"about_ca_topic_score_gemma":0.0010190852,"teacher_disagreement_score":0.98210883,"about_ca_system_score_codex":0.00072268397,"about_ca_system_score_gemma":0.000045675693,"threshold_uncertainty_score":0.99966675},"labels":[],"label_agreement":null},{"id":"W7115810133","doi":"","title":"Hunting and the Quest for Power: The James Bay Cree and Whitemen in the Twentieth Century (Title used with modifications in earlier editions).","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Bay; Tribute; Commons; George (robot)","score_opus":0.010417276346639333,"score_gpt":0.19891354517057613,"score_spread":0.1884962688239368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023142368,0.00042386417,0.00032826336,0.0007704073,0.00008828818,0.0011094902,0.00013241461,0.000046784382,0.9968691],"genre_scores_gemma":[0.0155910645,0.00009972854,0.00031872428,0.00016288838,0.00012330507,0.000019068872,0.000038450835,0.00020064165,0.9834461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888706,0.00029047707,0.00011976411,0.0003068002,0.00016609141,0.0002297818],"domain_scores_gemma":[0.9991294,0.0002502633,0.00017229596,0.00038684777,0.000030793024,0.000030376175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000370701,0.00021262867,0.00021606311,0.00019385664,0.00015564894,0.00012562747,0.0004054318,0.00012549675,0.008846423],"category_scores_gemma":[0.00002150834,0.00012041423,0.000043435964,0.00046799306,0.0004235131,0.00009511253,0.00010164819,0.0002825395,0.00010807456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047800734,0.00022854206,0.0146889165,0.0002438277,0.00041613673,0.000020693658,0.00995923,0.00005068571,0.0000188172,0.113643326,0.84261173,0.017640114],"study_design_scores_gemma":[0.0017673352,0.00002216493,0.0016225005,0.00015639563,0.000089614776,0.0000025907332,0.0049103945,0.000112331276,5.751324e-7,0.00010127509,0.991046,0.00016879704],"about_ca_topic_score_codex":0.00031315885,"about_ca_topic_score_gemma":0.0052250912,"teacher_disagreement_score":0.14843433,"about_ca_system_score_codex":0.000047767604,"about_ca_system_score_gemma":0.00004462349,"threshold_uncertainty_score":0.99205965},"labels":[],"label_agreement":null},{"id":"W7115810172","doi":"","title":"Fecal metabolomic analysis of irritable bowel syndrome using multisegment injection-capillary electrophoresis-mass spectrometry","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metabolome; Metabolomics; Irritable bowel syndrome; Metabolite; Feces; Biomarker discovery; Constipation; Biomarker; Microbiome","score_opus":0.008226976316687075,"score_gpt":0.22207817464130689,"score_spread":0.21385119832461982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508471,0.00877138,0.001129534,0.000009612726,0.0006733042,0.00045889895,0.00032601174,0.00002974788,0.037754435],"genre_scores_gemma":[0.6201255,0.005201566,0.0056886277,0.000051994015,0.000149191,0.0000112821745,0.003963711,0.00016267724,0.36464548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973365,0.00021151864,0.00047230755,0.0009783582,0.00043780313,0.00056350685],"domain_scores_gemma":[0.9985729,0.000026114929,0.0005785294,0.0005351581,0.00015561588,0.0001316858],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019411366,0.0005469933,0.0010974421,0.0013469382,0.00032762167,0.000036331374,0.00056286855,0.0003820324,0.02649206],"category_scores_gemma":[0.000030421814,0.0006448701,0.0008054958,0.0025379464,0.00007284687,0.000015682524,0.00026656783,0.0004045345,0.000004132133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011931851,0.0003013223,0.0042692795,0.00020795116,0.016644511,0.00012978667,0.00013480951,0.0030928236,0.97087944,0.00041899012,0.0003806436,0.0023472756],"study_design_scores_gemma":[0.0072882846,0.0049032453,0.08284932,0.00016062986,0.052188408,0.0001466518,0.023273053,0.0033527613,0.44210088,0.0002130139,0.37741202,0.006111723],"about_ca_topic_score_codex":0.000525674,"about_ca_topic_score_gemma":0.0008120744,"teacher_disagreement_score":0.52877855,"about_ca_system_score_codex":0.0002901681,"about_ca_system_score_gemma":0.0002191977,"threshold_uncertainty_score":0.99960023},"labels":[],"label_agreement":null},{"id":"W7115810212","doi":"","title":"Businesses under close watch: Examining the factors that affect reputation repair","year":2015,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Affect (linguistics); Reputation management; Representation (politics); Measure (data warehouse); Quality (philosophy)","score_opus":0.0478225283075143,"score_gpt":0.22960729187378992,"score_spread":0.18178476356627563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76304895,0.00058647123,0.0011147447,0.00058161706,0.005147451,0.0017133072,0.000021474509,0.0006422326,0.22714376],"genre_scores_gemma":[0.6312657,0.00013334962,0.00006563196,0.00019248253,0.0006828975,0.0000039813576,0.0014927795,0.00012690677,0.36603627],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955675,0.00026638084,0.0006876018,0.0014088883,0.0012191278,0.0008505104],"domain_scores_gemma":[0.99540746,0.0003105569,0.002043171,0.00074610714,0.0014081992,0.0000844818],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008667587,0.0010828163,0.0008461698,0.00057397434,0.0017353075,0.0017381003,0.0009422292,0.00076954137,0.026787657],"category_scores_gemma":[0.00021194354,0.0009521982,0.0005274219,0.0032527165,0.00025450002,0.0053101433,0.00054506777,0.0008204507,0.00055546453],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004036812,0.0014292991,0.52184683,0.010765862,0.0044265916,0.0014764426,0.01196877,0.026976522,0.00080473884,0.016088055,0.03929175,0.3608883],"study_design_scores_gemma":[0.0031148312,0.00015164344,0.32083547,0.0018020897,0.0043189493,0.000012974146,0.16569808,0.002912032,0.00015785477,0.005868081,0.49236313,0.0027648662],"about_ca_topic_score_codex":0.0046849158,"about_ca_topic_score_gemma":0.010628613,"teacher_disagreement_score":0.45307136,"about_ca_system_score_codex":0.00048800567,"about_ca_system_score_gemma":0.00037822124,"threshold_uncertainty_score":0.9995643},"labels":[],"label_agreement":null},{"id":"W7115810299","doi":"","title":"DDT, its Metabolites, and PAHs in Soils and Sediments from Cootes Paradise","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Topsoil; Contamination; Sediment; Wetland; Soil water; Watershed; Pollutant; Marsh; Pollution","score_opus":0.008502319321559511,"score_gpt":0.20114845113516272,"score_spread":0.1926461318136032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66338253,0.0018357006,0.0000134739485,0.000082634564,0.00028079544,0.00041990413,0.0006807553,0.000054644857,0.33324957],"genre_scores_gemma":[0.52920485,0.0005241126,0.00022496995,0.00011155684,0.000022602382,6.7410383e-7,0.00006690283,0.000028238861,0.4698161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852073,0.00011704014,0.00018724681,0.0006100637,0.00022113134,0.0003437862],"domain_scores_gemma":[0.999384,0.000092415445,0.00012781577,0.00020799146,0.0000021882058,0.00018560178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081450075,0.00033346366,0.00037497794,0.00012268014,0.000090644615,0.000062038904,0.0002805503,0.00026514247,0.058837645],"category_scores_gemma":[0.00003443411,0.00036484562,0.00004125421,0.00043890518,0.00007046032,0.00036842393,0.00021636218,0.0002694132,0.00007486021],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023846483,0.00009145525,0.024936747,0.000052999174,0.00014084148,0.0001863717,0.0017466929,0.00001095664,0.0064774496,0.000075414646,0.00044574362,0.96559685],"study_design_scores_gemma":[0.003235879,0.000078468816,0.79378,0.0004060764,0.00047440693,0.0000051033903,0.0036239906,0.0005293514,0.007739354,0.0005777639,0.18843988,0.0011097232],"about_ca_topic_score_codex":0.0009910465,"about_ca_topic_score_gemma":0.005071143,"teacher_disagreement_score":0.96448714,"about_ca_system_score_codex":0.00021718504,"about_ca_system_score_gemma":0.000047129954,"threshold_uncertainty_score":0.9998804},"labels":[],"label_agreement":null},{"id":"W7115810311","doi":"","title":"Clinical Utility of Lymph Node Features during EBUS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Endobronchial ultrasound; Receiver operating characteristic; Gold standard (test); Nomogram; Logistic regression; Malignancy; Ultrasound; Lymph node","score_opus":0.017427144308274606,"score_gpt":0.28151557145605316,"score_spread":0.2640884271477786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810311","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4570854,0.00041911806,0.0000033547055,0.000054264096,0.0006077975,0.0003111834,0.00005339458,0.00005002525,0.54141545],"genre_scores_gemma":[0.36676416,0.00046810397,0.0004870489,0.00005329794,0.00028112327,0.0000017985184,0.0003075258,0.00004195334,0.631595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844116,0.0000712703,0.0003457972,0.0005746244,0.00030671016,0.00026044232],"domain_scores_gemma":[0.9987546,0.00005300041,0.00030961138,0.00047916366,0.00022011943,0.00018348197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008100136,0.00031079125,0.00071762403,0.00013327294,0.000086768865,0.000013189768,0.00019780749,0.00045693663,0.050068658],"category_scores_gemma":[0.000023662009,0.0002928715,0.0004341728,0.00026018065,0.000109619985,0.000070770395,0.00006368725,0.00026300957,0.00005820752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058769193,0.0013316948,0.6375565,0.0031216766,0.0020570355,0.0006872832,0.00077151885,9.08614e-7,0.00009565904,0.00012544917,0.0067242356,0.34165114],"study_design_scores_gemma":[0.004414149,0.00022486124,0.9059269,0.0013125521,0.0014069811,0.000010874128,0.0012300377,0.0000063841853,0.0027060835,0.000014463433,0.08248193,0.00026478444],"about_ca_topic_score_codex":0.00029430207,"about_ca_topic_score_gemma":0.0006251624,"teacher_disagreement_score":0.34138635,"about_ca_system_score_codex":0.00024738297,"about_ca_system_score_gemma":0.0002700742,"threshold_uncertainty_score":0.9999523},"labels":[],"label_agreement":null},{"id":"W7115810361","doi":"","title":"Microbial Carbon Cycling and Isotope Biosignatures","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbonate; Microbial population biology; Carbon cycle; Carbon fibers; Dissolved organic carbon; Microbial mat; Carbon dioxide; Abiotic component; Isotopes of carbon","score_opus":0.007734906048798844,"score_gpt":0.18587079188018416,"score_spread":0.17813588583138532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810361","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21295588,0.004978791,0.000001783266,0.000033019107,0.00034894768,0.00013184483,0.00003483143,0.000044069053,0.78147084],"genre_scores_gemma":[0.8237761,0.00049766514,0.0005264036,0.00008642988,0.00017934317,8.674221e-8,0.0002933277,0.0000042339293,0.17463638],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998944,0.00008148977,0.0001388265,0.00042006132,0.00012165461,0.0002939813],"domain_scores_gemma":[0.9995608,0.00004625166,0.00012650943,0.00011932319,0.000027309785,0.000119826684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054004864,0.0002730549,0.0002903618,0.00019043294,0.00021043935,0.00006013556,0.0002574335,0.0004936521,0.008198007],"category_scores_gemma":[0.0000053296058,0.00028058296,0.00009765189,0.0002265672,0.00007876287,0.00014008922,0.0000018388124,0.00041665634,0.000007244917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026781563,0.000010450759,0.034196686,0.000050471208,0.00006502786,0.00016124755,0.0003173265,0.000008824609,0.00026478685,0.000055247943,0.00013189644,0.9644702],"study_design_scores_gemma":[0.00051592715,0.00015528343,0.97195905,0.0001235957,0.00013984261,0.00001431171,0.0010977822,0.00011054398,0.0003951415,0.0002071685,0.024810178,0.00047114925],"about_ca_topic_score_codex":0.0013099405,"about_ca_topic_score_gemma":0.05916254,"teacher_disagreement_score":0.9639991,"about_ca_system_score_codex":0.000004070636,"about_ca_system_score_gemma":0.00005699623,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W7115810370","doi":"","title":"Respiratory Diseases and Viral Infections","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respiratory system; Asthma; Respiratory tract infections; Respiratory tract; Respiratory disease; Rhinovirus; Virus; Disease","score_opus":0.02323977927314051,"score_gpt":0.28857365920346123,"score_spread":0.2653338799303207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810370","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26040244,0.0011949237,0.00004931262,0.00005552862,0.00038844568,0.00081059535,0.000053210675,0.00025149813,0.73679405],"genre_scores_gemma":[0.07706037,0.0002017524,0.000069151385,0.00024715276,0.0003059474,0.0000091710035,0.00021173005,0.00009984046,0.9217949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837965,0.00011039447,0.00022747225,0.00056993874,0.00035608647,0.00035648159],"domain_scores_gemma":[0.9989029,0.00004314277,0.00012041978,0.00035481478,0.0002108786,0.00036779777],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059277994,0.00034946023,0.00043373965,0.00071090175,0.000330672,0.00008245549,0.00013866163,0.00040303104,0.03517925],"category_scores_gemma":[0.00006632759,0.00037904302,0.00019317475,0.00069890433,0.00016202017,0.00030588184,0.00008300264,0.00070495903,0.0001954972],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002585656,0.0015151581,0.12315988,0.0029727188,0.0012331993,0.0023283202,0.00071973016,0.00007649152,0.007273669,0.0076600257,0.0046484047,0.84582675],"study_design_scores_gemma":[0.0027880876,0.0010879954,0.087604485,0.0004759482,0.00062537676,0.000028141945,0.0011345824,0.000008320313,0.00080122007,0.00017298078,0.904773,0.0004998804],"about_ca_topic_score_codex":0.00019256414,"about_ca_topic_score_gemma":0.0004935434,"teacher_disagreement_score":0.90012455,"about_ca_system_score_codex":0.0005474991,"about_ca_system_score_gemma":0.00066972064,"threshold_uncertainty_score":0.9998661},"labels":[],"label_agreement":null},{"id":"W7115810376","doi":"","title":"Sarcopenia - Agreement and association with falls","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sarcopenia; Muscle mass; Association (psychology); Muscle strength; Odds; Odds ratio","score_opus":0.017713536709794652,"score_gpt":0.24474330779986095,"score_spread":0.2270297710900663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026529774,0.00025531914,0.000053900243,0.002240923,0.00018917302,0.0006906236,0.000019446174,0.00008911451,0.9699317],"genre_scores_gemma":[0.018970767,0.0003075089,0.0013626142,0.0010788133,0.00012640214,0.0000015790358,0.00045834237,0.000034525445,0.97765946],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894756,0.000042814263,0.00014700551,0.00032960266,0.0003208577,0.00021217961],"domain_scores_gemma":[0.99932724,0.000025592315,0.00020163809,0.000101861864,0.0001222743,0.00022140506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057768437,0.00019413616,0.00035028896,0.00011940076,0.00011304285,0.000031264033,0.00006870115,0.00021090475,0.027682541],"category_scores_gemma":[0.000010437966,0.00019560277,0.000050061517,0.0002625681,0.000013883102,0.000088962326,0.000024206254,0.0003857054,0.00009632195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0102891615,0.0005621343,0.19381344,0.011007506,0.0017299567,0.0022504807,0.010454649,0.0000029891494,0.0032262334,0.00439922,0.033609092,0.72865516],"study_design_scores_gemma":[0.0034682744,0.00037362936,0.015939126,0.00085888995,0.00042938345,0.00000850589,0.005074656,0.000028692912,0.00045695264,0.00001678092,0.973092,0.00025311037],"about_ca_topic_score_codex":0.00005484286,"about_ca_topic_score_gemma":0.00042823667,"teacher_disagreement_score":0.9394829,"about_ca_system_score_codex":0.00036853566,"about_ca_system_score_gemma":0.00014926086,"threshold_uncertainty_score":0.9732063},"labels":[],"label_agreement":null},{"id":"W7115810409","doi":"","title":"Equity and Accessibility in Last-Mile Crowdshipping Delivery","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Procurement; Earnings; Sociotechnical system; Purchasing; Donation; Intermediary; Resilience (materials science)","score_opus":0.025196838698172425,"score_gpt":0.21616914613536883,"score_spread":0.1909723074371964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810409","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083054006,0.00083764707,0.00079157884,0.0000054397515,0.0005410576,0.00022179898,0.00006719413,0.0002081164,0.91427314],"genre_scores_gemma":[0.73076797,0.00047135804,0.00034712814,0.000028159406,0.00004810402,0.0000014744062,0.0003231398,0.000039835133,0.26797283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892455,0.000028827239,0.0002259029,0.00037024904,0.0001390126,0.00031147286],"domain_scores_gemma":[0.99956965,0.000050496346,0.00004367772,0.00020569755,0.000042891035,0.00008758572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007637285,0.00029963913,0.0003517481,0.00024988418,0.00006340175,0.00006165849,0.0003351705,0.00037276553,0.0063681714],"category_scores_gemma":[0.000007960638,0.000372119,0.000075487456,0.00035912136,0.00003754608,0.00020771922,0.00009938448,0.00047248282,0.000009031145],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004052046,0.00014094333,0.048436936,0.0061885044,0.00031553878,0.00073014095,0.0018896088,0.002623089,0.00066909957,0.0029677586,0.0012648371,0.9343683],"study_design_scores_gemma":[0.0053859623,0.00013890528,0.46068147,0.0032754228,0.0009308067,0.0000051484003,0.007694361,0.01794389,0.0022657912,0.0027189874,0.4952288,0.0037304454],"about_ca_topic_score_codex":0.000118257434,"about_ca_topic_score_gemma":0.013866885,"teacher_disagreement_score":0.9306379,"about_ca_system_score_codex":0.0002338602,"about_ca_system_score_gemma":0.000073155585,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W7115810447","doi":"","title":"ProNGF and BDNF transport in basal forebrain neurons","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Neurotrophin; Basal forebrain; Axoplasmic transport; Neurotrophic factors; Low-affinity nerve growth factor receptor; Nerve growth factor; Brain-derived neurotrophic factor; Tropomyosin receptor kinase A","score_opus":0.016153554729183537,"score_gpt":0.22151600887001782,"score_spread":0.2053624541408343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810447","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56724,0.00009287512,0.000033376524,0.00023587873,0.0007822129,0.00050708716,0.00005924054,0.00010682428,0.4309425],"genre_scores_gemma":[0.30690378,0.00005052685,0.000037052763,0.000110122135,0.00006792415,0.0000024037624,0.00008742928,0.000039857623,0.6927009],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985353,0.0001097962,0.00019104077,0.00070195406,0.00019622006,0.00026568497],"domain_scores_gemma":[0.9996235,0.000042953747,0.00007546838,0.0001557696,0.000016433698,0.000085901134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060068694,0.00027859263,0.0002367707,0.00029988767,0.00011235706,0.00005996336,0.00023169226,0.00025751904,0.0058695814],"category_scores_gemma":[0.000013829976,0.00028867144,0.00009301786,0.00056340854,0.0000671645,0.00029835323,0.00003256898,0.0004614899,0.00004551959],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018901431,0.00048314864,0.0029709,0.0028888541,0.00007988293,0.006755878,0.0115333535,0.00035203985,0.37638548,0.052075487,0.002712357,0.5418725],"study_design_scores_gemma":[0.0033224144,0.0007436004,0.010781536,0.0013316292,0.0004629821,0.000059266487,0.0066739474,0.0027780526,0.32823315,0.003305454,0.63984317,0.0024647687],"about_ca_topic_score_codex":0.00006616393,"about_ca_topic_score_gemma":0.0038008108,"teacher_disagreement_score":0.63713086,"about_ca_system_score_codex":0.000064498214,"about_ca_system_score_gemma":0.00009860281,"threshold_uncertainty_score":0.99995655},"labels":[],"label_agreement":null},{"id":"W7115810468","doi":"","title":"INTEGRATING WEARABLE GAIT ANALYSIS FOR INFORMED DECISION MAKING IN LATE-STAGE OSTEOARTHRITIS: A FRAMEWORK FOR FREE-LIVING ASSESSMENT","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Inertial measurement unit; Wearable computer; Kinematics; Gait analysis; Motion capture; Gait; Units of measurement; Motion analysis","score_opus":0.021782903387709794,"score_gpt":0.3415198715121106,"score_spread":0.31973696812440083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810468","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072496176,0.00048246756,0.48562774,0.000073245756,0.0024337412,0.006433509,0.0008113246,0.00024438792,0.4313974],"genre_scores_gemma":[0.10075301,0.0002598144,0.1376918,0.00024411829,0.00021532983,0.00028992668,0.0015658842,0.00009583329,0.7588843],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99702835,0.00028895336,0.00088411185,0.0007197295,0.00030115942,0.0007776888],"domain_scores_gemma":[0.9950662,0.0031137043,0.0008747977,0.0005061396,0.00034359816,0.000095540025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006625806,0.00044154088,0.00093251973,0.0010466747,0.00086312555,0.00008076711,0.0006254115,0.0011054531,0.0037008421],"category_scores_gemma":[0.0006855514,0.000502543,0.0005470131,0.001718925,0.000019762485,0.00042296195,0.00020474254,0.0011975275,0.000009259019],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025287573,0.00047613145,0.04735626,0.0083273705,0.0014260961,0.00003121958,0.011849889,0.00087154226,0.00018630645,0.03093964,0.0011406966,0.8948661],"study_design_scores_gemma":[0.01735968,0.0009738546,0.2581713,0.13222389,0.0050752945,3.029497e-7,0.24614002,0.056479197,0.000010482951,0.033152614,0.24712722,0.0032861505],"about_ca_topic_score_codex":0.00030255943,"about_ca_topic_score_gemma":0.07510501,"teacher_disagreement_score":0.8915799,"about_ca_system_score_codex":0.00094010425,"about_ca_system_score_gemma":0.00081704877,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W7115810477","doi":"","title":"The Politics of Child Health Technologies","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Health policy; Health technology; Public health; Normative; Social determinants of health; Politics; Resource (disambiguation); Relevance (law)","score_opus":0.1079648179375418,"score_gpt":0.32994443405579466,"score_spread":0.22197961611825284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036026998,0.0130583225,0.00045775226,0.033417515,0.001847995,0.0011246661,0.00067118654,0.00022918313,0.9455907],"genre_scores_gemma":[0.012828765,0.0018969835,0.00117539,0.0020885242,0.00027162486,0.0000082262595,0.00029796115,0.000093264396,0.9813393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964255,0.00019583314,0.0021880276,0.0005501026,0.000114607246,0.0005259363],"domain_scores_gemma":[0.99500054,0.0003417998,0.0037397132,0.0007087345,0.00012335143,0.00008583598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026796379,0.00028952459,0.0010355393,0.00038709672,0.0007275613,0.00006385038,0.0008889037,0.00040024662,0.006747531],"category_scores_gemma":[0.00061382074,0.00032887142,0.00021086197,0.0004137347,0.0002133484,0.0002145632,0.00009851599,0.00036255317,0.0006602677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009029415,0.00013485111,0.002636417,0.0020293193,0.0004867564,0.0000036010997,0.0046765953,0.000012990537,6.1255844e-7,0.79043394,0.12735777,0.072136834],"study_design_scores_gemma":[0.00036930866,0.000110750254,0.0011120214,0.0002922829,0.0000126485465,0.0000015693873,0.022884483,0.00007468811,0.000016698727,0.0066488823,0.9681972,0.00027941316],"about_ca_topic_score_codex":0.000766046,"about_ca_topic_score_gemma":0.0016940922,"teacher_disagreement_score":0.8408395,"about_ca_system_score_codex":0.0006761693,"about_ca_system_score_gemma":0.00031816153,"threshold_uncertainty_score":0.9999163},"labels":[],"label_agreement":null},{"id":"W7115810592","doi":"","title":"NAVIGATING FAILURE: HOW LEADERS DEFINE, DETECT, AND MANAGE FAILURE IN HEALTHCARE QUALITY IMPROVEMENT","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health care; Conceptual framework; Qualitative research; Quality management; Quality (philosophy); Conceptual model; Process (computing)","score_opus":0.16509147488725023,"score_gpt":0.4769325548537398,"score_spread":0.3118410799664896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810592","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6346997,0.0004080522,0.0013651544,0.17725654,0.0027320469,0.011990906,0.0011519394,0.0007056261,0.16969003],"genre_scores_gemma":[0.27141535,0.00027814478,0.006811739,0.014335437,0.00025388642,0.00013288317,0.0006940908,0.00013119393,0.7059473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947369,0.0014596849,0.00093325553,0.001035839,0.0005790735,0.0012552505],"domain_scores_gemma":[0.9970541,0.00086924934,0.0009167384,0.00048071556,0.00029140073,0.00038778177],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098759,0.0005046002,0.000738753,0.00036319168,0.0010198625,0.00006173488,0.00057042215,0.00070231286,0.005028839],"category_scores_gemma":[0.00035428023,0.0005844652,0.000104519764,0.001626296,0.00009791677,0.00046484527,0.00026993584,0.0024318262,0.00004427835],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003189487,0.00003128355,0.029710757,0.015690792,0.00009069264,0.00008815173,0.039504815,0.000007401101,0.0005906371,0.004464559,0.0073838336,0.90211815],"study_design_scores_gemma":[0.0037114415,0.0001647703,0.020200085,0.0029824844,0.00006616953,9.87452e-7,0.38093945,0.000043914333,0.000116538446,0.00041068761,0.59049034,0.0008731048],"about_ca_topic_score_codex":0.0104714725,"about_ca_topic_score_gemma":0.3580558,"teacher_disagreement_score":0.901245,"about_ca_system_score_codex":0.0012081696,"about_ca_system_score_gemma":0.0010769172,"threshold_uncertainty_score":0.9998696},"labels":[],"label_agreement":null},{"id":"W7115810605","doi":"","title":"EXPANDING THE CONTINUUM OF TRAVEL ASSIMILATION: UNCOVERING NEW MEASURES AND SOCIAL PRACTICE THEORY INSIGHTS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Immigration; Travel behavior; Public transport; Thematic analysis; Phenomenon; Salient; Transportation planning","score_opus":0.02457008816659656,"score_gpt":0.264992508679143,"score_spread":0.24042242051254642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045014244,0.00056078646,0.00068994425,0.00033218833,0.00049107225,0.00032425582,0.000012778459,0.00003577147,0.95253897],"genre_scores_gemma":[0.45710286,0.00008552947,0.00006648282,0.000052213476,0.00019069458,4.897428e-7,0.00003620284,0.000009567338,0.542456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986251,0.00034022998,0.00020513473,0.00029102407,0.0003561752,0.00018231175],"domain_scores_gemma":[0.9989711,0.00035622274,0.00032865748,0.000113534625,0.00017717107,0.000053334763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036509143,0.00017586193,0.00027701943,0.0000929628,0.00074184337,0.00009731374,0.00034865222,0.0002703384,0.0034319155],"category_scores_gemma":[0.00008523201,0.00015801418,0.00011637712,0.00042338582,0.00015636226,0.00054356497,0.000028934908,0.00027964127,0.0000010184255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019073688,0.0001367893,0.012274324,0.00050523726,0.0006506843,0.000040814153,0.28454813,0.000008327162,0.00044285943,0.06494004,0.0019923656,0.63255304],"study_design_scores_gemma":[0.0010753426,0.000032015345,0.037520796,0.0003052783,0.00090749166,1.6508632e-7,0.32485276,0.0000029265448,0.0008807365,0.006693998,0.62727845,0.00045002854],"about_ca_topic_score_codex":0.0016305466,"about_ca_topic_score_gemma":0.04205693,"teacher_disagreement_score":0.632103,"about_ca_system_score_codex":0.000102108694,"about_ca_system_score_gemma":0.0005305021,"threshold_uncertainty_score":0.9974791},"labels":[],"label_agreement":null},{"id":"W7115810632","doi":"","title":"Brasidas and Derkylidas: The Impact of Character and Command on Sparta in the Peloponnesian War","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Character (mathematics); Narrative; Doctrine; Language change; Spartan; Function (biology); Ideal (ethics); Class (philosophy); Military intelligence","score_opus":0.021838343613112907,"score_gpt":0.2796918445321636,"score_spread":0.2578535009190507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810632","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48895603,0.00017620272,0.0000010897003,0.0029446748,0.00007391201,0.00036706796,0.000019215768,0.000010811399,0.507451],"genre_scores_gemma":[0.69412357,0.00060254935,0.0000050930926,0.00010911237,0.000059847935,0.0000012483948,0.000017785076,0.000007747416,0.30507308],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988553,0.0003390094,0.000129034,0.00023963545,0.00021881433,0.00021824092],"domain_scores_gemma":[0.99913156,0.0004960056,0.00012565497,0.00015400379,0.000051332558,0.000041435957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023481736,0.00018491985,0.00028025074,0.000106637126,0.0004465715,0.00006338396,0.00036518674,0.00016029675,0.0012692942],"category_scores_gemma":[0.00006747289,0.00011657929,0.000091617745,0.00043027144,0.00028235553,0.000107026965,0.00008161849,0.0003032794,0.0000026868465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012779513,0.00045655775,0.14045347,0.0005110402,0.0006859568,0.00013920316,0.27167416,0.000007790004,0.00007447936,0.056788616,0.009006898,0.5189239],"study_design_scores_gemma":[0.0007325002,0.00017464241,0.56098825,0.0004499883,0.00016625637,8.843912e-7,0.16308914,0.000016633243,0.000023650002,0.00068905734,0.27335995,0.0003090336],"about_ca_topic_score_codex":0.0034083447,"about_ca_topic_score_gemma":0.1158148,"teacher_disagreement_score":0.5186148,"about_ca_system_score_codex":0.000071689894,"about_ca_system_score_gemma":0.00010448197,"threshold_uncertainty_score":0.9996437},"labels":[],"label_agreement":null},{"id":"W7115810639","doi":"","title":"THE PRIVATE PROVISION OF LOW-COST RENTAL UNITS: A CASE STUDY","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Public housing; Subsidy; Subsidized housing; Disinvestment; Housing tenure; Rental housing; Economic rent; Investment (military)","score_opus":0.021349202660811875,"score_gpt":0.2118589951573573,"score_spread":0.19050979249654543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64092666,0.00040844292,0.000027830929,0.000013574929,0.00082932715,0.000926168,0.00025195366,0.000036971607,0.3565791],"genre_scores_gemma":[0.53650576,0.0001937378,0.00002650429,0.00001796267,0.00004418848,0.00000779055,0.00015775778,0.000053993484,0.46299234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998341,0.00007776465,0.0005624271,0.00058130926,0.00010156215,0.000335904],"domain_scores_gemma":[0.9983841,0.000057723046,0.0008950561,0.0005154875,0.000072645875,0.00007495037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024729565,0.00031293006,0.0005285123,0.0003018283,0.0006080597,0.00007944475,0.00060816616,0.00016727376,0.014922673],"category_scores_gemma":[0.000011459927,0.00033740385,0.00016012408,0.0010394315,0.00006364875,0.00022075154,0.00019670073,0.00045585414,0.000054766402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029629434,0.0030908207,0.041709855,0.0012626845,0.0015161565,0.016165253,0.088239826,0.00033929705,0.00006687375,0.12030052,0.004658995,0.71968675],"study_design_scores_gemma":[0.0015061348,0.00026394,0.0012631612,0.000065762164,0.00005652378,0.000045097153,0.041597966,0.000091026166,0.00004874082,0.00009628163,0.9545102,0.00045516575],"about_ca_topic_score_codex":0.0024301638,"about_ca_topic_score_gemma":0.004903435,"teacher_disagreement_score":0.9498512,"about_ca_system_score_codex":0.00028327282,"about_ca_system_score_gemma":0.000095845855,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W7115810656","doi":"","title":"Polluting the discourse: How misinformation impacts climate change advocacy","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Misinformation; Climate change; Social media; Dissemination; Scientific consensus; Information Dissemination; Empirical evidence; Public opinion","score_opus":0.1947646513223557,"score_gpt":0.3679856843967484,"score_spread":0.17322103307439268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064799234,0.0006158911,0.000088801775,0.016318412,0.0036386661,0.0028587473,0.00027377225,0.0005835486,0.9108229],"genre_scores_gemma":[0.297656,0.040641308,0.000046240308,0.00055573956,0.0011389254,0.000017326856,0.0019640715,0.0001293606,0.65785104],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9957121,0.0011442947,0.0004845248,0.0005868902,0.0009019482,0.0011702672],"domain_scores_gemma":[0.9969109,0.00042559602,0.0011622296,0.000813681,0.00034501098,0.00034252583],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012903054,0.00064644683,0.00051868503,0.00044972214,0.004199406,0.0009220073,0.0017364416,0.000684802,0.05641855],"category_scores_gemma":[0.00016011058,0.00060782157,0.0004626625,0.0026955607,0.00048305903,0.0019871844,0.0004892231,0.00085877144,0.0013242736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002050123,0.000055283737,0.0006284555,0.0002790193,0.00008049369,0.000009479079,0.29375046,0.000007476993,0.000045248195,0.002423894,0.00055062555,0.70196456],"study_design_scores_gemma":[0.0006637373,0.000068889276,0.013528418,0.0008074625,0.00031549582,0.0000018121634,0.7111802,0.0006313161,0.000008590246,0.00005487885,0.27211738,0.0006217906],"about_ca_topic_score_codex":0.0028797311,"about_ca_topic_score_gemma":0.025766367,"teacher_disagreement_score":0.70134276,"about_ca_system_score_codex":0.0006467252,"about_ca_system_score_gemma":0.00025734032,"threshold_uncertainty_score":0.9996373},"labels":[],"label_agreement":null},{"id":"W7115810791","doi":"","title":"A CAMERA-LIDAR FUSION FRAMEWORK","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Sensor fusion; Modular design; Ranging; Lidar; Pipeline (software); Intelligent transportation system; Tracking system; Tracking (education)","score_opus":0.006155638138778303,"score_gpt":0.19290824355458513,"score_spread":0.18675260541580682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810791","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015190531,0.00055699964,0.014357001,0.000029064928,0.0021765872,0.000284384,0.000025762154,0.008614242,0.9724369],"genre_scores_gemma":[0.11175272,0.0008996676,0.0017196712,0.000056074485,0.00020275767,0.00000444921,0.00029168243,0.0001346055,0.88493836],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990632,0.00001839624,0.00015157455,0.0003279638,0.0001951145,0.00024375401],"domain_scores_gemma":[0.9995977,0.000015306976,0.000035025932,0.00023665362,0.000026998585,0.0000882856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034057004,0.0003176681,0.00023273281,0.0003502516,0.00006686678,0.00008437647,0.00030830287,0.00043515148,0.02190429],"category_scores_gemma":[0.0000032419366,0.00037532643,0.00015175965,0.00049790466,0.000016821718,0.00014119573,0.0000575034,0.0006137404,0.0004108679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047802572,0.000026402762,0.000012736015,0.0010594979,0.00028883794,0.00026612208,0.0013303999,0.00035669815,0.00027492704,0.010214864,0.12014278,0.86597896],"study_design_scores_gemma":[0.00012929676,0.000028680404,0.000076410084,0.0006163468,0.00018919927,0.0000016990205,0.0020750551,0.002812882,0.0003828175,0.0002389814,0.99305725,0.00039135874],"about_ca_topic_score_codex":0.00002325685,"about_ca_topic_score_gemma":0.0002160856,"teacher_disagreement_score":0.8729145,"about_ca_system_score_codex":0.00017573463,"about_ca_system_score_gemma":0.000020885744,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W7115810793","doi":"","title":"Tectono-Geomorphic Mapping of Neotectonic Bedrock Structures","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lineament; Intraplate earthquake; Fault scarp; Fault (geology); Bedrock; Shear zone; Transform fault; Precambrian; Mylonite; Basement","score_opus":0.01453788461900359,"score_gpt":0.1895019557436899,"score_spread":0.1749640711246863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11445401,0.0030619078,0.000044266453,0.000028516659,0.0008046101,0.00029756723,0.0001801867,0.00008669835,0.88104224],"genre_scores_gemma":[0.49836683,0.00036816212,0.00028145796,0.00003781954,0.00006945242,2.1550333e-7,0.00053675624,0.000009822497,0.5003295],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984422,0.000084311825,0.00029412247,0.0004953036,0.00029560667,0.000388458],"domain_scores_gemma":[0.999089,0.00014246514,0.0002944041,0.0002877545,0.00010400927,0.00008235675],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006902337,0.00037217158,0.0005599416,0.00042035378,0.00024784,0.000035122983,0.00053252606,0.0003278226,0.16301699],"category_scores_gemma":[0.000024886298,0.00037325104,0.00023468274,0.00080035324,0.00007035763,0.00013423403,0.00003697165,0.0004367699,0.00007272773],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022346879,0.00001594682,0.018970193,0.00073832367,0.00047418932,0.00008894087,0.00068527967,0.00068727456,0.000054753295,0.00035542855,0.0005765832,0.97712964],"study_design_scores_gemma":[0.0016864147,0.00032684,0.48747078,0.0010478584,0.00050987396,0.0000119352135,0.01267702,0.0005116079,0.0014537675,0.0014634572,0.49158615,0.00125432],"about_ca_topic_score_codex":0.0032661215,"about_ca_topic_score_gemma":0.028300693,"teacher_disagreement_score":0.9758753,"about_ca_system_score_codex":0.000018304661,"about_ca_system_score_gemma":0.00024008505,"threshold_uncertainty_score":0.99987197},"labels":[],"label_agreement":null},{"id":"W7115810821","doi":"","title":"SQUEEZE Trial Protocol V6","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Protocol (science); Randomized controlled trial; Septic shock; Key (lock); Shock (circulatory)","score_opus":0.02503440423199759,"score_gpt":0.24398070200038496,"score_spread":0.21894629776838737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810821","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.5766658e-7,0.0000042340184,0.000095835814,0.000026039503,0.00066665426,0.11900608,0.0003776695,0.0051200776,0.87470305],"genre_scores_gemma":[6.1353376e-7,0.0000024307183,0.00036748318,0.000034477158,0.0012441942,0.004441117,0.00003527011,0.0052333483,0.9886411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965385,0.000348832,0.00032957908,0.0011878554,0.0007216527,0.0008735676],"domain_scores_gemma":[0.99794984,0.00007073528,0.00059337966,0.0009932875,0.000065302804,0.00032743745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017614798,0.0008664966,0.0008411084,0.0014433917,0.00012665444,0.000117965246,0.001267863,0.00095710024,0.72260183],"category_scores_gemma":[0.000041861833,0.0009653382,0.00044407367,0.0025027578,0.00024354453,0.00021913683,0.0006010962,0.0006781414,0.06355691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012668807,0.00019577492,0.00004842057,0.00015808479,0.00037374577,0.00073750585,0.000053090407,0.000005681379,0.000014508165,0.0014459273,0.9137725,0.070525944],"study_design_scores_gemma":[0.058661524,0.00029769464,0.000007886097,0.00040099132,0.00018493042,0.0000036581787,0.0001345843,0.000016126683,0.00001902125,0.000024322168,0.93930745,0.000941821],"about_ca_topic_score_codex":0.0007080449,"about_ca_topic_score_gemma":0.005111987,"teacher_disagreement_score":0.6590449,"about_ca_system_score_codex":0.0006449574,"about_ca_system_score_gemma":0.00028306493,"threshold_uncertainty_score":0.99927974},"labels":[],"label_agreement":null},{"id":"W7115810884","doi":"","title":"Multichannel 3-D Ground-Penetrating Radar (GPR) Imaging of Tree Root Architecture for Biomass Estimation","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ground-penetrating radar; Radar; Azimuth; Root (linguistics); Root system; Biomass (ecology)","score_opus":0.010413811416166116,"score_gpt":0.22852978817721512,"score_spread":0.218115976761049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810884","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25426027,0.0002819953,0.48761222,0.00007273213,0.001164953,0.0020217954,0.0003384332,0.0006192604,0.25362834],"genre_scores_gemma":[0.48001647,0.000011615359,0.42515916,0.000017097957,0.00057691697,0.00003909734,0.0018875835,0.00028097996,0.09201108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989718,0.000031387994,0.00025246813,0.0003272133,0.0001474916,0.00026959414],"domain_scores_gemma":[0.9992736,0.00011859342,0.00016554022,0.0002420326,0.00012217574,0.00007804466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000066340974,0.0003087512,0.0003319518,0.00017354492,0.00013006543,0.00003943258,0.0003013028,0.00017003431,0.0007786326],"category_scores_gemma":[0.000018525085,0.0003521831,0.0001825353,0.0003861129,0.000042426214,0.00013095699,0.000026185366,0.00018303836,0.000010707636],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076404016,0.00005343913,0.000046345536,0.0014111038,0.00013915105,0.00000326642,0.00092914305,0.00053737574,0.09403566,0.0011048849,0.00017903838,0.9014842],"study_design_scores_gemma":[0.011966472,0.0010254735,0.08449359,0.00503971,0.003800074,0.000021956454,0.024242653,0.32555184,0.1356896,0.03539374,0.3648188,0.007956076],"about_ca_topic_score_codex":0.000080612284,"about_ca_topic_score_gemma":0.0005789763,"teacher_disagreement_score":0.8935281,"about_ca_system_score_codex":0.00007521092,"about_ca_system_score_gemma":0.000027597795,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W7115811000","doi":"","title":"EXPLORING NON-PREGNANT PARTNER SUPPORT DURING PERICONCEPTION: A QUALITATIVE STUDY","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Qualitative research; Social support; Psychological intervention; Perception; Health care; Set (abstract data type); Health literacy; Public health","score_opus":0.07109246110313172,"score_gpt":0.3239042031674184,"score_spread":0.2528117420642867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811000","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65466356,0.00013342219,0.000008479265,0.00004159344,0.0010247832,0.0012983445,0.000030003768,0.00011260328,0.3426872],"genre_scores_gemma":[0.3559454,0.00017772261,0.00004684231,0.000036297963,0.00010101199,0.00003233947,0.00017498099,0.000033680866,0.64345175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977075,0.00020498534,0.00044158136,0.0007156824,0.00042797055,0.0005022713],"domain_scores_gemma":[0.9988904,0.000050729093,0.00025986828,0.00039904262,0.00014026609,0.00025967497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013331877,0.00047504512,0.0007157429,0.00034450524,0.00031063866,0.00003984291,0.00024897084,0.00019309371,0.032996092],"category_scores_gemma":[0.0000107202,0.00049455895,0.00021998357,0.00047369595,0.000033686636,0.00034543977,0.00011197965,0.0005868394,0.00016852212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024408441,0.004213252,0.017713893,0.070293404,0.0026141165,0.011637234,0.7137866,0.000027220593,0.0007558475,0.00075080234,0.00032369088,0.15347548],"study_design_scores_gemma":[0.011370094,0.0030785892,0.084329456,0.041681737,0.0017254399,0.000058351212,0.7820824,0.000017601235,0.0062278775,0.000022193411,0.06782827,0.001577992],"about_ca_topic_score_codex":0.00022381391,"about_ca_topic_score_gemma":0.00035101472,"teacher_disagreement_score":0.30076453,"about_ca_system_score_codex":0.00038927532,"about_ca_system_score_gemma":0.00027079598,"threshold_uncertainty_score":0.9997506},"labels":[],"label_agreement":null},{"id":"W7115811005","doi":"","title":"BROADLY PROTECTIVE APPROACHES FOR PANDEMIC PREVENTION","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Disease; Population; Oseltamivir; Vaccination; Neuraminidase; Effector; Infectious disease (medical specialty); Neuraminidase inhibitor","score_opus":0.06090792136194934,"score_gpt":0.30601861991302043,"score_spread":0.2451106985510711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085967295,0.0013197309,0.0027425997,0.00008511805,0.0005798565,0.005461686,0.000056518104,0.00040483326,0.90338236],"genre_scores_gemma":[0.023126433,0.000010590553,0.00046695414,0.0006636366,0.0003928161,0.00009996177,0.00032676038,0.00014641916,0.97476643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823636,0.0000679792,0.00020771414,0.0007354294,0.00036362946,0.00038886062],"domain_scores_gemma":[0.99931043,0.00005867342,0.000121036246,0.00027786993,0.00017783839,0.000054172913],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015683491,0.0003493064,0.00045138205,0.0004119937,0.000120415876,0.00006725137,0.0002513617,0.00054032716,0.0016061895],"category_scores_gemma":[0.00004099638,0.0003504893,0.00041437193,0.00059944,0.00005269121,0.00014615734,0.00006670832,0.0006666906,0.00015411626],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052765016,0.00028617217,0.0013713192,0.00563006,0.001043034,0.00018402064,0.002227092,0.0000014945954,0.0057501947,0.0014847633,0.0011998236,0.9755455],"study_design_scores_gemma":[0.0026270237,0.0007968589,0.0005774057,0.0011639387,0.0009724867,0.000020429963,0.008877232,0.0005666988,0.011211643,0.001598342,0.97110337,0.00048457907],"about_ca_topic_score_codex":0.000096809716,"about_ca_topic_score_gemma":0.0007909759,"teacher_disagreement_score":0.97506094,"about_ca_system_score_codex":0.0004884001,"about_ca_system_score_gemma":0.0006261749,"threshold_uncertainty_score":0.99989474},"labels":[],"label_agreement":null},{"id":"W7115811059","doi":"","title":"Informatics Competencies for Service Innovation in Paramedicine","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Software deployment; Service delivery framework; Informatics; Health informatics; Health care; Phase (matter); Information technology; Information system","score_opus":0.05766481475381398,"score_gpt":0.3598525386962761,"score_spread":0.3021877239424621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046636444,0.00012806787,0.0003539143,0.00060838996,0.0024208804,0.0036578977,0.00007668622,0.00012153522,0.94599617],"genre_scores_gemma":[0.008129888,0.00009861905,0.0008166052,0.0010360184,0.0003999636,0.000062933694,0.0017876583,0.000073250034,0.9875951],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971069,0.00024179342,0.0012146578,0.00029617694,0.00030014466,0.000840304],"domain_scores_gemma":[0.9962812,0.0004364024,0.00184249,0.0004960909,0.000835516,0.00010827534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082047604,0.00035249357,0.0007461584,0.00065107655,0.00081508886,0.000021099826,0.0006522151,0.000880563,0.0083055785],"category_scores_gemma":[0.00024157591,0.00037634032,0.000063361105,0.00091053784,0.000029187695,0.0003669167,0.000057242127,0.0012768282,0.00018729309],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026833888,0.00018776316,0.027873239,0.051134627,0.00030049734,0.000047807785,0.07718336,0.00005921075,0.0002761019,0.04074955,0.022277951,0.7772265],"study_design_scores_gemma":[0.0027500135,0.00013486133,0.0038890566,0.002951063,0.00005701083,8.6079245e-7,0.056092728,0.0005004353,0.000010637519,0.00031888473,0.93295676,0.00033769963],"about_ca_topic_score_codex":0.002582187,"about_ca_topic_score_gemma":0.06624607,"teacher_disagreement_score":0.9106788,"about_ca_system_score_codex":0.0010905709,"about_ca_system_score_gemma":0.0021377236,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W7115811089","doi":"","title":"PESSIMISM, WELL-BEING, AND THE GOODNESS OF LIVES","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pessimism; Value (mathematics); German; German philosophy; Human life; Principle of sufficient reason; State (computer science); The good life","score_opus":0.015693442894742865,"score_gpt":0.2056361753891572,"score_spread":0.18994273249441435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811089","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039390507,0.00042186963,0.000004922422,0.00043007467,0.0004971655,0.00017455526,0.000023850671,0.000027713884,0.9944808],"genre_scores_gemma":[0.31708696,0.00020027242,0.0000037855082,0.00013157341,0.0001152841,7.303144e-7,0.00004007714,0.000012394482,0.6824089],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912894,0.00014058134,0.00017633016,0.000248724,0.00016146661,0.00014396843],"domain_scores_gemma":[0.99917984,0.0002596514,0.00018824202,0.00019217597,0.00013698013,0.00004308319],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013865641,0.00021229628,0.000355413,0.000116524665,0.00031683737,0.00008596521,0.00035807205,0.00015188877,0.042775664],"category_scores_gemma":[0.00002000675,0.00016054804,0.00015157899,0.000070374364,0.0005283607,0.00010131184,0.00009916129,0.0004231978,0.000011365896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038489798,0.000028703853,0.0000044579074,0.00040334847,0.00014696122,0.000010823682,0.025102448,9.990451e-7,0.0000028104716,0.9539775,0.00008275134,0.0198543],"study_design_scores_gemma":[0.0011911028,0.000037849582,0.000018228917,0.00048428995,0.00032861318,4.587457e-7,0.036712766,0.000034366018,0.00006256514,0.32825348,0.63264066,0.000235627],"about_ca_topic_score_codex":0.00028497097,"about_ca_topic_score_gemma":0.0020200112,"teacher_disagreement_score":0.63255787,"about_ca_system_score_codex":0.000016709704,"about_ca_system_score_gemma":0.00007815294,"threshold_uncertainty_score":0.95809937},"labels":[],"label_agreement":null},{"id":"W7115811093","doi":"","title":"THEORY TO PRACTICE IN THE PHYSICAL DISABILITY COMMUNITY","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Social cognitive theory; Theory of change; Restructuring; Multidisciplinary approach; Behavior change methods; Behavior change; Rehabilitation; Test (biology)","score_opus":0.18793642767091157,"score_gpt":0.5269251279485784,"score_spread":0.3389887002776668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19147132,0.000003098992,0.00028779102,0.005806887,0.0005895578,0.0018734519,0.00006207494,0.00006370228,0.7998421],"genre_scores_gemma":[0.33906686,0.000007271618,0.0005869806,0.03557055,0.0004472489,0.00006625025,0.00016566028,0.0000573671,0.62403184],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9795778,0.01832098,0.00047744476,0.00038534147,0.0005450298,0.0006934428],"domain_scores_gemma":[0.9834738,0.014771639,0.00044158276,0.00086095463,0.00022583269,0.0002261851],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0051630014,0.0002741264,0.00039893642,0.00013465686,0.0014176072,0.000028237586,0.0013747516,0.000255447,0.01852811],"category_scores_gemma":[0.0033395858,0.00022989413,0.00008924377,0.0012426889,0.00013201793,0.0003544139,0.00021231273,0.0025538346,0.00095266534],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012236743,0.00051869126,0.0070140203,0.0011619723,0.000042615266,0.000020034451,0.53879297,0.000018313613,0.000052944557,0.030968307,0.016642967,0.4035435],"study_design_scores_gemma":[0.0004709811,0.000087584594,0.024245204,0.0001225351,0.000037783564,3.7821542e-7,0.26389438,0.0000067309993,0.000003123421,0.0006793425,0.7102825,0.00016943543],"about_ca_topic_score_codex":0.0037232144,"about_ca_topic_score_gemma":0.03265433,"teacher_disagreement_score":0.6936396,"about_ca_system_score_codex":0.0006068612,"about_ca_system_score_gemma":0.0005027123,"threshold_uncertainty_score":0.9998824},"labels":[],"label_agreement":null},{"id":"W7115811104","doi":"","title":"Effect of Load Rate on the Fracture Tolerance of the Tibia","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cadaveric spasm; Tibia; Biomechanics; Fracture (geology); Impulse (physics); Impact; Viscoelasticity; Automotive industry; Poison control","score_opus":0.009951921669972613,"score_gpt":0.2369483696078229,"score_spread":0.2269964479378503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3262419,0.00011953605,0.000011644481,0.00020099775,0.00049432594,0.0007899263,0.000049205646,0.000018110943,0.6720743],"genre_scores_gemma":[0.45781964,0.000022493377,0.0000027004053,0.00010392027,0.00005273542,5.1314055e-7,0.000025923127,0.000018660598,0.54195344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892783,0.00018446632,0.00016219885,0.00025454283,0.00031871715,0.0001522161],"domain_scores_gemma":[0.998359,0.00013645261,0.0005861804,0.0007074413,0.00017117396,0.000039714065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002020995,0.0002566096,0.0004816647,0.0000625842,0.00019032777,0.000013025462,0.0005513012,0.00027638706,0.020955129],"category_scores_gemma":[0.00006290498,0.0001460483,0.0003149953,0.00014950875,0.00011432231,0.000048619102,0.000047823087,0.00047049994,0.000029822222],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028672768,0.0006859334,0.003955852,0.008460044,0.0025840958,0.00030797592,0.008902755,0.000050844512,0.049500283,0.009675893,0.032820385,0.8543832],"study_design_scores_gemma":[0.003420397,0.002613614,0.020001417,0.004125647,0.0016501694,0.0000038395706,0.0011344006,0.000066176886,0.38165256,0.00015817951,0.58475167,0.00042192204],"about_ca_topic_score_codex":0.000064733336,"about_ca_topic_score_gemma":0.00016514274,"teacher_disagreement_score":0.8539612,"about_ca_system_score_codex":0.00009278374,"about_ca_system_score_gemma":0.00015920916,"threshold_uncertainty_score":0.9799399},"labels":[],"label_agreement":null},{"id":"W7115811120","doi":"","title":"A Phenomenology of Trauma amongst Canadian Pentecostal Clergy","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lament; Phenomenology (philosophy); Lived experience; Pastoral theology; Interpretative phenomenological analysis; Systematic theology","score_opus":0.027006510478186637,"score_gpt":0.1870173241216087,"score_spread":0.16001081364342207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079217434,0.000078792415,0.000004818329,0.0004558013,0.0003014487,0.00010992583,0.00030492534,0.00010836279,0.9194185],"genre_scores_gemma":[0.6256207,0.000054594715,0.000005958682,0.000084556435,0.000082024155,6.796397e-7,0.000038465198,0.000013924869,0.37409908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990903,0.000038144306,0.00014185724,0.00022120781,0.00010990725,0.0003985965],"domain_scores_gemma":[0.9995265,0.000029431769,0.00006876331,0.00015820665,0.00007828123,0.00013878665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047097146,0.00015178601,0.00021941819,0.0003315201,0.00034328425,0.000040717277,0.00028940671,0.000049110313,0.13216788],"category_scores_gemma":[0.0000069126972,0.0001648594,0.0000929695,0.00020825818,0.000322614,0.00018762624,0.00012600659,0.0001086031,0.00042858254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026289467,0.00023930623,0.0048145624,0.00024294863,0.00083321263,0.0010725438,0.06653712,0.000036662834,0.00013534611,0.38367534,0.18541612,0.35673395],"study_design_scores_gemma":[0.00048590946,0.00008943107,0.0017863561,0.00001755232,0.000031445034,0.0000016128807,0.03475392,0.00002345517,0.000029267208,0.00027441772,0.96233845,0.0001682086],"about_ca_topic_score_codex":0.08510868,"about_ca_topic_score_gemma":0.74119455,"teacher_disagreement_score":0.7769223,"about_ca_system_score_codex":0.00009347983,"about_ca_system_score_gemma":0.000056392833,"threshold_uncertainty_score":0.9209837},"labels":[],"label_agreement":null},{"id":"W7115811185","doi":"","title":"METRICS FOR AYA CANCER CARE IN CANADA","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oncofertility; Fertility preservation; Referral; Fertility; Scale (ratio); Cancer; MEDLINE; Young adult","score_opus":0.01666666003688796,"score_gpt":0.24214147331557326,"score_spread":0.2254748132786853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45269558,0.01269377,0.000036005542,0.00025934566,0.0023927526,0.0014837321,0.000365587,0.000033826684,0.5300394],"genre_scores_gemma":[0.21846585,0.0002812198,0.00020205231,0.0001433578,0.00016031071,0.000009311289,0.0016412762,0.000031722215,0.7790649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883676,0.00005235446,0.00016040179,0.0005628792,0.00013934931,0.00024827098],"domain_scores_gemma":[0.9991446,0.000048750833,0.00009990779,0.00026008193,0.00035890122,0.00008772805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000417539,0.00020879075,0.00045326125,0.00014970516,0.000059541777,0.000005621291,0.00012998332,0.00026737672,0.015820386],"category_scores_gemma":[0.000069959526,0.00022177736,0.00011579506,0.0006059819,0.000020587926,0.0000433378,0.000026428146,0.00031884402,0.000001753514],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009758317,0.00009481538,0.22763817,0.0022958717,0.00043003386,0.0005926727,0.0014492492,0.000023271483,0.00039129154,0.00007979967,0.002222678,0.75502384],"study_design_scores_gemma":[0.001717867,0.000100546895,0.30200595,0.00028693865,0.0003552272,0.000002517926,0.030182613,0.000014834481,0.0025310514,0.000008791353,0.66248834,0.00030531277],"about_ca_topic_score_codex":0.5475989,"about_ca_topic_score_gemma":0.9876604,"teacher_disagreement_score":0.75471854,"about_ca_system_score_codex":0.0018313518,"about_ca_system_score_gemma":0.003685412,"threshold_uncertainty_score":0.9850793},"labels":[],"label_agreement":null},{"id":"W7115811225","doi":"","title":"Contesting Catholicisms and Communistas at a Canadian Catholic Pilgrimage Shrine","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pilgrimage; Communitas; Narrative; Power (physics); Interpretation (philosophy); Everyday life; Normative","score_opus":0.013602258691626932,"score_gpt":0.23747653555697984,"score_spread":0.2238742768653529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811225","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16076945,0.0009900609,0.0000010531653,0.00031193675,0.00016103275,0.00028782772,0.00004735929,0.00008374047,0.83734757],"genre_scores_gemma":[0.13022605,0.0017778993,0.00023588643,0.00017195259,0.00019770014,0.0000014131064,0.00019243403,0.000037921076,0.8671588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998278,0.0002287366,0.00018050983,0.0003999541,0.00028851532,0.000624276],"domain_scores_gemma":[0.99878174,0.00010400468,0.00019117075,0.00027066784,0.0001243483,0.00052805385],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021009377,0.0003174126,0.0003740129,0.00030155326,0.0017040273,0.00020499736,0.0005536789,0.00039574414,0.009759128],"category_scores_gemma":[0.000043059998,0.0003803095,0.00009601915,0.0004011683,0.0002624984,0.00021690255,0.00009665487,0.00041119015,0.00009391287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030320685,0.000118319396,0.013168093,0.00036726255,0.00024746332,0.0025524928,0.35286555,0.000025804376,0.00046929065,0.018418673,0.03228091,0.5791829],"study_design_scores_gemma":[0.0003663602,0.000028518889,0.0015491238,0.000115313094,0.000096154254,0.0000077124705,0.02872633,0.000008064982,0.000025874557,0.000035370147,0.9686305,0.00041066576],"about_ca_topic_score_codex":0.6545547,"about_ca_topic_score_gemma":0.9877443,"teacher_disagreement_score":0.93634963,"about_ca_system_score_codex":0.00071747386,"about_ca_system_score_gemma":0.0006184249,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W7115811273","doi":"","title":"Preaching Ezra–Nehemiah’s Religious Minority-Group Narratives for Post-Christendom Congregations","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Sermon; Narrative; Exegesis; Focus group; Focus (optics); Order (exchange); Narrative inquiry; Mainstream","score_opus":0.01771603268767339,"score_gpt":0.2150375727583823,"score_spread":0.19732154007070893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005627044,0.0018858523,0.0033102832,0.0019430214,0.0008951909,0.000466445,0.0002018092,0.00028407003,0.9853863],"genre_scores_gemma":[0.4327203,0.00008688714,0.00066002784,0.0007453676,0.00069520745,0.000012384883,0.00010068873,0.000034951958,0.56494415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991068,0.000041903502,0.00016409592,0.00032701096,0.00011752947,0.00024265709],"domain_scores_gemma":[0.99945384,0.00016933311,0.000051125113,0.000112078356,0.00014592272,0.000067722416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006312426,0.00017829616,0.00017845767,0.0001548328,0.0005356433,0.00040443704,0.00017778174,0.000060581322,0.020551262],"category_scores_gemma":[0.00001831415,0.00016333656,0.00018965162,0.00013601375,0.00018456117,0.00054161105,0.000081803264,0.00016443086,0.00007840984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017011298,0.00007820198,0.000100686026,0.00028566032,0.00034214102,0.000026142414,0.073156364,0.000007503232,0.0002875997,0.6977802,0.06783968,0.1599257],"study_design_scores_gemma":[0.00039926084,0.00022757308,0.000024370023,0.000094945055,0.000064942025,0.0000022816787,0.030981045,0.0005373819,0.000024636513,0.0017157976,0.9657207,0.00020707338],"about_ca_topic_score_codex":0.00038634927,"about_ca_topic_score_gemma":0.0028682852,"teacher_disagreement_score":0.89788103,"about_ca_system_score_codex":0.00009209238,"about_ca_system_score_gemma":0.000024936946,"threshold_uncertainty_score":0.98034406},"labels":[],"label_agreement":null},{"id":"W7115811282","doi":"","title":"EXAMINING EVACUATION FOR BIRTH & CARE FOR FIRST NATIONS IN ONTARIO","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relocation; Referral; Health care; Indigenous; Reflexivity; Thematic analysis; Ethnography; Developing country","score_opus":0.025459485629011878,"score_gpt":0.2657059052046916,"score_spread":0.24024641957567974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811282","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053629644,0.00025192066,0.0001512925,0.000053845426,0.0022936168,0.002500804,0.0000707541,0.000074346324,0.94097376],"genre_scores_gemma":[0.032962535,0.00040475794,0.0005677659,0.0000072933085,0.00030420482,0.000013095343,0.0013047341,0.000035317447,0.9644003],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986784,0.00006693243,0.00021555206,0.0004254591,0.0002155169,0.000398157],"domain_scores_gemma":[0.9989878,0.00028747262,0.0001517353,0.00011836797,0.00036249548,0.00009216278],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002127015,0.00019181293,0.00022424918,0.0005238692,0.004252446,0.0001078655,0.0002656763,0.00038930765,0.0056368764],"category_scores_gemma":[0.00001113975,0.00021562274,0.00011369812,0.00060648815,0.000038138205,0.00026108825,0.0000016325743,0.0002150972,0.00002453525],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008971757,0.000043721448,0.00068053236,0.0010070567,0.000035228422,0.0000028554389,0.88488513,0.00003518753,4.5437352e-7,0.10437437,0.00012369353,0.008722037],"study_design_scores_gemma":[0.00033688138,0.00006230477,0.00060181494,0.00029237126,0.00007653977,1.0146782e-7,0.18761405,0.000011852392,0.0000064727305,0.00040571694,0.810386,0.00020589087],"about_ca_topic_score_codex":0.46041173,"about_ca_topic_score_gemma":0.99994636,"teacher_disagreement_score":0.8102623,"about_ca_system_score_codex":0.0025108177,"about_ca_system_score_gemma":0.01514972,"threshold_uncertainty_score":0.9970439},"labels":[],"label_agreement":null},{"id":"W7115811338","doi":"","title":"Movement Ecology of Early Juvenile Round Goby","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diel vertical migration; Biological dispersal; Juvenile; Pelagic zone; Goby; Benthic zone; Round goby; Population; Zooplankton","score_opus":0.007232882345782787,"score_gpt":0.1885919534053538,"score_spread":0.18135907105957103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08743057,0.0000151923105,0.000030548228,0.0000938132,0.00045892515,0.00030381553,0.000015864227,0.000030139896,0.91162115],"genre_scores_gemma":[0.041194733,0.00006157974,0.00014881176,0.0002369423,0.000011692703,0.0000033703234,0.00006530096,0.000010744811,0.9582668],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891984,0.000060644386,0.00019797757,0.00040410509,0.00015290004,0.00026452335],"domain_scores_gemma":[0.99947786,0.000043960095,0.00021593737,0.0002072546,0.000015682519,0.000039324124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006754969,0.00022087077,0.000340482,0.000105151186,0.00016389882,0.000009567325,0.00042067672,0.00023810069,0.19547157],"category_scores_gemma":[0.000008711564,0.0002557056,0.00010595866,0.00033835004,0.000101911224,0.00014211364,0.0003770218,0.00018028883,0.00024985403],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011006321,0.0009235156,0.5380986,0.00090059824,0.001590366,0.0002784025,0.0033549443,0.0008713627,0.00034630878,0.010506158,0.24981847,0.19221067],"study_design_scores_gemma":[0.00076597073,0.00025423008,0.46095917,0.000055947137,0.0003104189,1.4671313e-7,0.0029565906,0.000017550203,0.00022596399,0.000690034,0.5334313,0.0003326791],"about_ca_topic_score_codex":0.0005721913,"about_ca_topic_score_gemma":0.042890593,"teacher_disagreement_score":0.28361282,"about_ca_system_score_codex":0.00025269325,"about_ca_system_score_gemma":0.000025256963,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W7115811387","doi":"","title":"In the Company of Caterpillars: Lessons on Language and Life from Insects","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Feeling; Disgust; Reading (process); Relation (database); Diction; Storytelling; Negotiation","score_opus":0.014046406434585077,"score_gpt":0.1987061632104685,"score_spread":0.18465975677588342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811387","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33822215,0.00043374722,1.872756e-7,0.00016724171,0.00019017767,0.000103712766,0.00033683676,0.000007078661,0.66053885],"genre_scores_gemma":[0.6476306,0.00005033247,0.000005301835,0.000454601,0.000071340466,5.9628854e-7,0.00040886755,0.000008212927,0.35137016],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994177,0.000067246874,0.00010851873,0.0001928616,0.00010319726,0.00011047385],"domain_scores_gemma":[0.9996777,0.000077564204,0.00006166295,0.0001472017,0.000009817253,0.0000260181],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024559062,0.00015758054,0.00020593122,0.00010303184,0.00008839743,0.00006913771,0.00020476438,0.00009553188,0.023452666],"category_scores_gemma":[0.0000043196083,0.00012982341,0.000048956368,0.000048457732,0.000060286715,0.00010797244,0.000031300835,0.00022728607,0.000014593484],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007767573,0.00052766973,0.0013158075,0.0010923141,0.00027601476,0.00051312783,0.63081735,0.000014642707,0.00030078017,0.30324668,0.014759365,0.046359517],"study_design_scores_gemma":[0.00069466274,0.000069276386,0.005810904,0.00058393006,0.00011691965,3.0494277e-7,0.23924465,0.000007112786,0.00016501339,0.0004073356,0.7526525,0.00024735057],"about_ca_topic_score_codex":0.0013316704,"about_ca_topic_score_gemma":0.012291351,"teacher_disagreement_score":0.73789316,"about_ca_system_score_codex":0.000023376539,"about_ca_system_score_gemma":0.00001650589,"threshold_uncertainty_score":0.97744006},"labels":[],"label_agreement":null},{"id":"W7115811454","doi":"","title":"Instruments for the Energy: Reiki, Authenticity, and Meaning","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religious Studies and Spiritual Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Meaning (existential); Energy (signal processing); Attunement; Agency (philosophy); Therapeutic touch; Complementary therapy","score_opus":0.025258307708940646,"score_gpt":0.22150508415700296,"score_spread":0.19624677644806232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024637722,0.00062123843,0.000023996821,0.00038225178,0.00075295765,0.0002338302,0.00003427847,0.000043577314,0.9954441],"genre_scores_gemma":[0.08191129,0.0011077437,0.00004674518,0.00021335128,0.00051856664,0.0000036681238,0.000059418227,0.000031604148,0.9161076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911636,0.000030603565,0.00015658658,0.0002923419,0.00016115683,0.00024297595],"domain_scores_gemma":[0.999352,0.00013416809,0.0002203761,0.00014300924,0.000104179984,0.00004631098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006518007,0.00024245803,0.00023810814,0.000073088464,0.0011545431,0.00031753763,0.00026484887,0.00009973058,0.017549707],"category_scores_gemma":[0.000012692162,0.00019039071,0.00012043599,0.00003862986,0.000109348184,0.0002612706,0.000092096176,0.00016920379,0.00001314964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002556491,0.00003864902,0.00003982496,0.00012980419,0.00051883515,0.0000066338484,0.023912238,0.0000035165235,0.0000047267918,0.4398027,0.01113891,0.5241485],"study_design_scores_gemma":[0.00043285548,0.00007515872,0.000022226253,0.00007106882,0.00036222668,8.254567e-7,0.05501213,0.00013847825,0.00001208771,0.0008990344,0.94275147,0.000222434],"about_ca_topic_score_codex":0.0010213034,"about_ca_topic_score_gemma":0.040486824,"teacher_disagreement_score":0.93161255,"about_ca_system_score_codex":0.000047440626,"about_ca_system_score_gemma":0.000026505952,"threshold_uncertainty_score":0.98334837},"labels":[],"label_agreement":null},{"id":"W7115811504","doi":"","title":"Reuniting Accessibility Measures with Spatial Interaction Principles","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Measure (data warehouse); Proportionality (law); Relation (database); Empirical measure; Transportation planning","score_opus":0.03615656009199272,"score_gpt":0.27370402308332387,"score_spread":0.23754746299133114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811504","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2090608,0.000050113114,0.00040957014,0.00006310492,0.0005600207,0.0004193896,0.000022056043,0.00017137916,0.7892436],"genre_scores_gemma":[0.50571036,0.00002272315,0.00010552357,0.00001608683,0.00014178101,0.0000016964395,0.00018059382,0.000014083977,0.49380714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777544,0.00030042077,0.00029487748,0.0006945495,0.0005428902,0.00039181788],"domain_scores_gemma":[0.99867207,0.00010749375,0.00038439056,0.00032037837,0.0003760998,0.00013957293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032480803,0.00032020983,0.00037765052,0.00021807429,0.0008415387,0.00022365125,0.0007166042,0.0003954456,0.031196961],"category_scores_gemma":[0.000075277065,0.00032304128,0.00015492333,0.00075550226,0.00014578996,0.000799692,0.00004754127,0.00056530524,0.000012150667],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015208151,0.00019251584,0.15051427,0.0004809963,0.00020949605,0.00008459872,0.00882315,0.00004113144,0.000043308977,0.0016922002,0.000110093344,0.83628744],"study_design_scores_gemma":[0.001033431,0.000084748164,0.14248529,0.0011427451,0.00054764585,2.5575673e-7,0.08501148,0.00005302094,0.0005794687,0.0002557672,0.76790804,0.00089808466],"about_ca_topic_score_codex":0.0151698245,"about_ca_topic_score_gemma":0.511411,"teacher_disagreement_score":0.8353893,"about_ca_system_score_codex":0.00046893163,"about_ca_system_score_gemma":0.0008753022,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W7115811508","doi":"","title":"School of Hard Knocks: Exploring how and to what extent universities and colleges in Ontario balance the reputational risks and benefits associated with contact intercollegiate sports","year":2020,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Context (archaeology); Stakeholder; Value (mathematics); Higher education; Balance (ability); Stakeholder engagement","score_opus":0.037824086892932346,"score_gpt":0.19155273185390417,"score_spread":0.15372864496097183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314916,0.0006085226,0.000044215878,0.00077797816,0.0003060227,0.00086680066,0.000017073062,0.000023735789,0.0042065107],"genre_scores_gemma":[0.9436742,0.0010426146,0.00008207971,0.00012366474,0.000052526364,0.000004596841,0.00013905803,0.000030566465,0.054850716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816835,0.000067743196,0.00032639416,0.0007090582,0.0004241494,0.00030428573],"domain_scores_gemma":[0.9984532,0.00011724533,0.0007883277,0.00013440983,0.00042644938,0.00008037945],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023266187,0.00043664008,0.00060104247,0.00046481795,0.0004598289,0.0010473698,0.00020301262,0.00017879902,0.0015414172],"category_scores_gemma":[0.000043160126,0.00042387057,0.00006716325,0.0009831049,0.00012373377,0.0046785693,0.00032073772,0.00042969853,0.000002456112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036485163,0.00013780253,0.94659054,0.0011315973,0.0007079097,0.0005251485,0.012229513,0.0031229581,0.00007202393,0.002742436,0.00012344254,0.028968101],"study_design_scores_gemma":[0.002113471,0.00013700516,0.8261483,0.004018123,0.00047338713,0.000003838871,0.1598869,0.00068159524,0.000015378027,0.00008372969,0.005969576,0.00046870584],"about_ca_topic_score_codex":0.013413228,"about_ca_topic_score_gemma":0.23987812,"teacher_disagreement_score":0.22646488,"about_ca_system_score_codex":0.00037550053,"about_ca_system_score_gemma":0.00029089977,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W7115811518","doi":"","title":"The new organizational gatekeeper: Enhancing reputation management through data","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Reputation; Value (mathematics); Analytics; Best practice; Public sector; Private sector; Reputation management","score_opus":0.022379865052193523,"score_gpt":0.218080913622362,"score_spread":0.19570104857016848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811518","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004430223,0.0011007261,0.034698963,0.003913387,0.013961962,0.0034373128,0.000081679784,0.001087167,0.9372886],"genre_scores_gemma":[0.006543213,0.0015029206,0.0007460733,0.0002984438,0.0020352197,0.0000026528178,0.009523192,0.00018684757,0.97916144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558127,0.00009620425,0.0008825935,0.0015522173,0.0010939979,0.00079374254],"domain_scores_gemma":[0.99640685,0.00018150463,0.0014879581,0.0011598088,0.00070523005,0.00005864763],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062274444,0.0007113167,0.00048199168,0.00040242463,0.0029826972,0.0025761332,0.0022513212,0.00041791605,0.03135548],"category_scores_gemma":[0.00014757631,0.00073151005,0.00019576689,0.0046696276,0.00012555087,0.0051530497,0.0019037891,0.00053269387,0.003929706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010687481,0.00027019667,0.002054872,0.0032213705,0.0025249051,0.00086960406,0.0023213995,0.009355961,0.00023284586,0.14812802,0.10416672,0.7257854],"study_design_scores_gemma":[0.0015823422,0.000022566608,0.003950031,0.0009029116,0.001690432,0.0000039117663,0.031015463,0.005459147,0.00005023876,0.0168851,0.9373556,0.0010823037],"about_ca_topic_score_codex":0.002164146,"about_ca_topic_score_gemma":0.020637017,"teacher_disagreement_score":0.83318883,"about_ca_system_score_codex":0.00030661433,"about_ca_system_score_gemma":0.00035085235,"threshold_uncertainty_score":0.99951357},"labels":[],"label_agreement":null},{"id":"W7115811523","doi":"","title":"Perceptions of barriers and facilitators to opioid reduction after total joint arthroplasty among orthopedic surgeons practicing in Canada, Japan, and the Netherlands: A qualitative description study - data","year":2023,"lang":"","type":"dataset","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Joint arthroplasty; Arthroplasty; Qualitative research; Opioid; Pain management; Patient satisfaction","score_opus":0.027080807079703537,"score_gpt":0.2514010684340711,"score_spread":0.22432026135436758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6097471,0.0000726526,0.00005078905,0.00009782823,0.00054905505,0.0028924602,0.38647142,0.000027079688,0.00009162982],"genre_scores_gemma":[0.91554487,0.0003905244,0.00007621707,0.00002901786,0.00010535693,0.00006380192,0.07048256,0.00019402844,0.013113619],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9874804,0.006347719,0.0014563445,0.0023764411,0.0012610803,0.001077999],"domain_scores_gemma":[0.994763,0.0009547421,0.0011312973,0.0018688285,0.00036893316,0.00091318786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034293034,0.00115529,0.0017140236,0.0013777644,0.00077501865,0.00027233438,0.0007158946,0.00035646616,0.007547483],"category_scores_gemma":[0.0011679481,0.0011250958,0.00014556955,0.0033863143,0.0018162603,0.0022866298,0.0028943957,0.0015988828,0.00012574099],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01811862,0.00082246435,0.41233128,0.0013399657,0.003965232,0.0011948445,0.35630912,0.0026707528,0.00007645963,0.000012073038,0.18441464,0.018744536],"study_design_scores_gemma":[0.005008159,0.00051401136,0.18823507,0.0007245892,0.0014295299,0.000045954243,0.77847224,0.00054188335,5.789803e-7,0.000004084571,0.02410029,0.0009235685],"about_ca_topic_score_codex":0.9421452,"about_ca_topic_score_gemma":0.99369097,"teacher_disagreement_score":0.42216316,"about_ca_system_score_codex":0.0022429815,"about_ca_system_score_gemma":0.0026757473,"threshold_uncertainty_score":0.99911994},"labels":[],"label_agreement":null},{"id":"W7115811618","doi":"","title":"Facile and Flexible Glucose Sensors Based on Copper Thin Films","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Texas at Dallas; McMaster University","keywords":"Electrode; Biosensor; Fabrication; Electrochemistry; Glucose oxidase; Amperometry; Copper","score_opus":0.008416779378920028,"score_gpt":0.18639744161416477,"score_spread":0.17798066223524475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44206816,0.00014229755,0.000012930432,0.000039972783,0.00044468918,0.00031328792,0.00010933886,0.0010160499,0.5558533],"genre_scores_gemma":[0.11124964,0.000230738,0.000249516,0.000075980744,0.00007387842,0.000001599885,0.00058205397,0.00014166231,0.8873949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867445,0.000034529894,0.00017074602,0.00044128066,0.0002474273,0.00043158632],"domain_scores_gemma":[0.9994217,0.000091682625,0.000052332056,0.00022491883,0.00004238618,0.00016694829],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003895448,0.00042934745,0.00036622948,0.0002223883,0.000107003005,0.000059866226,0.00020026439,0.00047141785,0.011758897],"category_scores_gemma":[0.000012706844,0.00045458798,0.00013513284,0.00049696845,0.00003345093,0.00007094211,0.000024272318,0.0005126178,0.00030528338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032682947,0.0004307814,0.00093556044,0.0053589903,0.0013738659,0.0021655303,0.0037841809,0.14200917,0.2809703,0.0010792619,0.1830805,0.37554356],"study_design_scores_gemma":[0.0029119535,0.00047470946,0.0013234371,0.001014208,0.00038073224,0.000007719517,0.0062858476,0.09466539,0.3403253,0.00008697043,0.54968697,0.0028367974],"about_ca_topic_score_codex":0.000059378308,"about_ca_topic_score_gemma":0.0001848458,"teacher_disagreement_score":0.37270677,"about_ca_system_score_codex":0.000112345835,"about_ca_system_score_gemma":0.000023428944,"threshold_uncertainty_score":0.9997906},"labels":[],"label_agreement":null},{"id":"W7115811692","doi":"","title":"Are we getting through? Content analysis of Canada Revenue Agency media clippings","year":2010,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Content analysis; Revenue; Frame analysis","score_opus":0.048459456620248864,"score_gpt":0.2690683280442675,"score_spread":0.22060887142401864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811692","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60883385,0.0005996033,0.00006793829,0.0009873537,0.004179927,0.000634891,0.0010405311,0.00003295326,0.38362297],"genre_scores_gemma":[0.26705965,0.0017157373,0.0003275957,0.000681851,0.00063352793,0.000002798774,0.00035518178,0.000056509652,0.72916716],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954708,0.00045388378,0.0008972915,0.0008056185,0.0013135343,0.0010588677],"domain_scores_gemma":[0.9947971,0.00060538255,0.0026770812,0.00054933486,0.0008560176,0.0005150489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041505048,0.00058097194,0.0013770007,0.00044240922,0.0008832926,0.00007786772,0.0013445127,0.00090877526,0.07502584],"category_scores_gemma":[0.00055212126,0.0006954516,0.0006446049,0.0035404563,0.00050898874,0.0004755874,0.00013440142,0.001066864,0.00001681816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004676465,0.00043012042,0.17159432,0.0024136617,0.010921635,0.0014798788,0.62731504,0.0005371662,0.0017578178,0.019952767,0.01029316,0.15283678],"study_design_scores_gemma":[0.00050791894,0.000034579363,0.02287162,0.00073951524,0.005196366,5.285988e-7,0.28129408,0.00009923003,0.00041260888,0.00020133704,0.6877563,0.00088592543],"about_ca_topic_score_codex":0.6934506,"about_ca_topic_score_gemma":0.98536724,"teacher_disagreement_score":0.6774631,"about_ca_system_score_codex":0.00055132137,"about_ca_system_score_gemma":0.0027353389,"threshold_uncertainty_score":0.9995497},"labels":[],"label_agreement":null},{"id":"W7115811757","doi":"","title":"GENERATIVE LARGE LANGUAGE MODELS FOR TRANSPARENT ARTIFICIAL INTELLIGENCE IN CLINICAL RESEARCH","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; Mitacs; Queen's University","keywords":"Generative grammar; Generative model; Language model; Feature (linguistics); Units of measurement; Automation; Metric (unit); Correlation","score_opus":0.33715274521748273,"score_gpt":0.48262319870757386,"score_spread":0.14547045349009113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811757","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17260258,0.0023273681,0.11723367,0.0037563068,0.0055445572,0.008926162,0.0004151854,0.0002139756,0.6889802],"genre_scores_gemma":[0.36185354,0.0006614143,0.0022775643,0.0002588812,0.0008044383,0.000048362188,0.0016597968,0.00005607522,0.63237995],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973349,0.00032551578,0.0007497337,0.0006939816,0.0003364106,0.00055945077],"domain_scores_gemma":[0.99829906,0.0005095067,0.00013181055,0.00031646853,0.0005682214,0.00017490964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097018894,0.00024200077,0.0005357634,0.00061121874,0.00021097521,0.00003759535,0.00026897772,0.0006203311,0.006478057],"category_scores_gemma":[0.00020121882,0.0002656976,0.00024221129,0.00094475364,0.0000646329,0.00013816499,0.00003139894,0.001028562,0.000040694533],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024431907,0.00058644766,0.0003636301,0.0007111176,0.00007203193,0.000072033974,0.011274699,0.0002588371,0.000060925508,0.017569494,0.0006561921,0.9659314],"study_design_scores_gemma":[0.000809018,0.0025419632,0.0011478593,0.005292916,0.00076288613,0.000005323496,0.66542274,0.10699182,0.025162948,0.044571288,0.14573069,0.0015605241],"about_ca_topic_score_codex":0.0008646616,"about_ca_topic_score_gemma":0.02731279,"teacher_disagreement_score":0.9643709,"about_ca_system_score_codex":0.0004233663,"about_ca_system_score_gemma":0.0011416035,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W7115811842","doi":"","title":"Virtual Rehabilitation Services for Individuals with Spinal Cord Injury","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spinal cord injury; Rehabilitation; Psychological intervention; Qualitative research; Health care; Mainstream; Telerehabilitation","score_opus":0.01941210553667698,"score_gpt":0.3112797834282797,"score_spread":0.29186767789160273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811842","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51968133,0.00020678056,0.00057761004,0.0008223906,0.00061000313,0.004452232,0.00038717783,0.00025735344,0.4730051],"genre_scores_gemma":[0.036497593,0.000029032753,0.0058755386,0.00018298939,0.00016221042,0.000030182864,0.0017110909,0.000075376476,0.955436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978152,0.00009310154,0.00029324388,0.0007437234,0.00061291025,0.00044181437],"domain_scores_gemma":[0.9983121,0.00014942524,0.00023792866,0.00042773207,0.0006823951,0.00019041415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001794206,0.00041963803,0.0006126622,0.0007493206,0.00020414982,0.00007201524,0.00041301583,0.00043013168,0.010566024],"category_scores_gemma":[0.00005943191,0.0004146119,0.00021576344,0.0010334383,0.00007613192,0.000273909,0.00008480307,0.0005464491,0.000044272023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15526007,0.00025406576,0.008048535,0.0048313355,0.0006220237,0.00006603488,0.00028260518,0.000002782385,0.0005614481,0.0021043075,0.0024778575,0.8254889],"study_design_scores_gemma":[0.004571826,0.059074193,0.018172324,0.004135286,0.0012683811,0.000008846624,0.024914324,0.00005673914,0.0011941646,0.0001427429,0.88578284,0.0006783294],"about_ca_topic_score_codex":0.00013190832,"about_ca_topic_score_gemma":0.0007442828,"teacher_disagreement_score":0.883305,"about_ca_system_score_codex":0.000360138,"about_ca_system_score_gemma":0.00068579766,"threshold_uncertainty_score":0.99983054},"labels":[],"label_agreement":null},{"id":"W7115811847","doi":"","title":"Resources and barriers of antimicrobial stewardship interventions in sub-Saharan Africa: a mixed methods research protocol","year":2025,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University; Eli Lilly and Company","keywords":"Antimicrobial stewardship; Protocol (science); Psychological intervention; Stewardship (theology); Antimicrobial; Intervention (counseling); Defined daily dose","score_opus":0.039986843162141336,"score_gpt":0.3263090277475714,"score_spread":0.2863221845854301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28316012,0.015681798,0.0028284225,0.00049359456,0.0029901403,0.13628681,0.0011057198,0.00017327025,0.5572801],"genre_scores_gemma":[0.05997097,0.0010601331,0.002035792,0.000016658736,0.000040280214,0.00048215163,0.00018681625,0.000072633986,0.9361346],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99165475,0.005103525,0.0010123698,0.0011530904,0.00015115856,0.0009251305],"domain_scores_gemma":[0.99761593,0.0006793226,0.00059908023,0.0005325224,0.000449776,0.00012337824],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017584504,0.00058647216,0.0012439274,0.0017480326,0.0006572081,0.00006577087,0.00095423235,0.0015121103,0.015263572],"category_scores_gemma":[0.00029258983,0.00063699763,0.00050817087,0.0022064412,0.0011988019,0.00021098577,0.00059701235,0.0018147487,0.000027446224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02740183,0.002242666,0.0053910804,0.03677657,0.0039331485,0.00046077606,0.023891775,0.000031867625,0.39895377,0.0034818961,0.014070249,0.48336437],"study_design_scores_gemma":[0.009197914,0.0009874689,0.0057432423,0.020483436,0.0007292795,0.000013158535,0.04747676,0.000019333671,0.11752894,0.00018761163,0.7965611,0.001071736],"about_ca_topic_score_codex":0.0005691207,"about_ca_topic_score_gemma":0.004706596,"teacher_disagreement_score":0.78249085,"about_ca_system_score_codex":0.00021655756,"about_ca_system_score_gemma":0.00063211925,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W7115811892","doi":"","title":"Dialogue Summary: Soutenir des approches optimales de dépistage au Canada","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Government (linguistics); State (computer science); Field (mathematics); Perspective (graphical)","score_opus":0.012703127460917358,"score_gpt":0.1809177566654448,"score_spread":0.16821462920452743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811892","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031614993,0.0011506176,0.0029993497,0.00007032542,0.00084173394,0.0020709333,0.0032815174,0.0005025959,0.98592144],"genre_scores_gemma":[0.0067110686,0.00028438517,0.007660239,0.00017059728,0.0010399803,0.0000127383655,0.00051744335,0.002232925,0.9813706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890901,0.0013836081,0.00093793654,0.002950823,0.001396707,0.0042408146],"domain_scores_gemma":[0.9934706,0.00040718418,0.0014794813,0.0019786193,0.00043726637,0.0022268647],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004354269,0.0030062608,0.0023762134,0.001130146,0.0012991929,0.0005565798,0.0040343376,0.0018138697,0.58910245],"category_scores_gemma":[0.00013401268,0.0036631294,0.0008169153,0.002552409,0.0031038807,0.0010546745,0.0020594092,0.0017993806,0.0076660234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019998287,0.0013753857,0.06597992,0.005690443,0.007804093,0.010253804,0.0072128107,0.0032231188,0.0016487433,0.009014809,0.669368,0.216429],"study_design_scores_gemma":[0.0030210873,0.00019718778,0.0019456679,0.0015141873,0.0013358665,0.00006713483,0.01035912,0.00068185,0.00021813158,0.000058022928,0.9769516,0.003650131],"about_ca_topic_score_codex":0.91781294,"about_ca_topic_score_gemma":0.9844985,"teacher_disagreement_score":0.5814364,"about_ca_system_score_codex":0.016421502,"about_ca_system_score_gemma":0.014593931,"threshold_uncertainty_score":0.9996091},"labels":[],"label_agreement":null},{"id":"W7115811941","doi":"","title":"The power and influence of Canadian not-for-profits: Organizational listening and citizen voice","year":2021,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Government (linguistics); Power (physics); Transactional leadership; Informational listening; Dialogic; Strategic communication; Democracy","score_opus":0.011901920072205195,"score_gpt":0.19575361598609511,"score_spread":0.18385169591388992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69759834,0.0005686151,0.000023145292,0.00075493817,0.00023703203,0.00046619878,0.00009676671,0.000023248262,0.3002317],"genre_scores_gemma":[0.83135444,0.00038653388,0.00009583241,0.0008759382,0.00015142537,0.0000025862187,0.00024771152,0.000048661615,0.16683689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982662,0.000031228017,0.0003761722,0.00053214905,0.00024947355,0.00054474425],"domain_scores_gemma":[0.9976091,0.00019397365,0.0004193314,0.00021064414,0.0014604448,0.000106552776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015234486,0.0003842862,0.00038011742,0.00046311677,0.0010356349,0.0008849397,0.00039739563,0.00029104005,0.0030554037],"category_scores_gemma":[0.0002062605,0.00038091786,0.000080611804,0.0015610707,0.00040372094,0.0013172216,0.000194536,0.00026375975,0.000014211398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006483573,0.00003657206,0.09018145,0.0032432063,0.0007279377,0.00019345942,0.0019654364,0.0002883088,0.0027553611,0.86465317,0.0005150028,0.034791734],"study_design_scores_gemma":[0.0027587959,0.00013385229,0.30408955,0.0022785596,0.0013760488,0.000016419772,0.13476528,0.0009425205,0.00070973666,0.008178774,0.5425756,0.0021748587],"about_ca_topic_score_codex":0.039436433,"about_ca_topic_score_gemma":0.0929661,"teacher_disagreement_score":0.8564744,"about_ca_system_score_codex":0.000066293185,"about_ca_system_score_gemma":0.00056581007,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W7115811961","doi":"","title":"Toolkit for amphibian habitat monitoring in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Habitat; Threatened species; Amphibian; Wetland; Endangered species; Biodiversity; Ecosystem; Resource (disambiguation)","score_opus":0.014540321810436145,"score_gpt":0.20480069977656518,"score_spread":0.19026037796612902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3479447,0.000047625756,0.000029603976,0.00002570497,0.0008918825,0.00036292308,0.000008641317,0.00002936206,0.65065956],"genre_scores_gemma":[0.04631756,0.000018145282,0.0010233354,0.0000270839,0.00006751138,0.0000037735854,0.00022536228,0.000030362058,0.95228684],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861157,0.000049858452,0.00019014628,0.00061502325,0.00014908327,0.00038433497],"domain_scores_gemma":[0.99949944,0.00003985885,0.000121984565,0.000219813,0.00001430672,0.000104609004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006014348,0.00027168973,0.00031832463,0.00008357553,0.00010988066,0.000033463377,0.00034423673,0.0004039358,0.109328106],"category_scores_gemma":[0.000009881874,0.00030642346,0.00017147069,0.00025593818,0.00006324829,0.0001641962,0.00012360916,0.00032190423,0.00015690201],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041067429,0.00014606601,0.764489,0.000094901705,0.000071109935,0.00031505738,0.0029435016,0.00019937554,0.0031770808,0.00012131536,0.001809058,0.22622289],"study_design_scores_gemma":[0.00095918763,0.00010012848,0.29033315,0.00017960918,0.00005673361,0.0000039089578,0.0059633576,0.000013398873,0.00089655013,0.000053603726,0.7009043,0.0005360429],"about_ca_topic_score_codex":0.01392713,"about_ca_topic_score_gemma":0.81241995,"teacher_disagreement_score":0.79849285,"about_ca_system_score_codex":0.0011553807,"about_ca_system_score_gemma":0.00010289969,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W7115811987","doi":"","title":"SAFETY ASSESSMENT OF DIFFERENT BIKE INFRASTRUCTURE TYPES","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Poison control; Level crossing; Roundabout; Bayesian probability; Cycling","score_opus":0.005674036012152929,"score_gpt":0.1979569660253018,"score_spread":0.19228293001314886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115811987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0586591,0.00012132738,0.00085393665,0.000011472132,0.0022845413,0.0003150338,0.00017101284,0.00067155174,0.936912],"genre_scores_gemma":[0.35333598,0.00059381133,0.00046791974,0.000005786984,0.000118012555,0.000001102807,0.0009487048,0.00013275325,0.64439595],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989821,0.000031120493,0.00024212805,0.00025792947,0.00023519012,0.00025157424],"domain_scores_gemma":[0.9994946,0.000038979084,0.00009683778,0.00023290164,0.000051685805,0.00008501192],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028129392,0.00033914408,0.00043891324,0.0002090805,0.00006602267,0.000014232249,0.00032342918,0.0003725998,0.021020511],"category_scores_gemma":[0.0000023971315,0.0003351076,0.00017217151,0.00040340895,0.00002673053,0.000071321345,0.000050392933,0.00041373205,0.000033043343],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022083079,0.000076434204,0.00603762,0.0024123997,0.0013262448,0.00011722853,0.0017912727,0.07662444,0.00072957063,0.0045783543,0.006235408,0.8998502],"study_design_scores_gemma":[0.0017483594,0.00012570724,0.58742183,0.00074806827,0.00060045806,0.0000027044468,0.0072809993,0.010560265,0.00053493696,0.00014022025,0.38960594,0.0012304793],"about_ca_topic_score_codex":0.00001759698,"about_ca_topic_score_gemma":0.000552115,"teacher_disagreement_score":0.8986197,"about_ca_system_score_codex":0.00020361338,"about_ca_system_score_gemma":0.000060444072,"threshold_uncertainty_score":0.9999101},"labels":[],"label_agreement":null},{"id":"W7115812062","doi":"","title":"Canadian Protestant Churches and the Second World War, 1939– 1945.","year":2022,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protestantism; Custodians; Nazism; Presupposition; Doctrine; World War II","score_opus":0.010097516074381746,"score_gpt":0.17251546892617114,"score_spread":0.1624179528517894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812062","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035367368,0.0002493485,0.0000027719202,0.0065973853,0.00019242408,0.00032124546,0.00007078293,0.000027891563,0.9890014],"genre_scores_gemma":[0.051737178,0.000032831795,0.000021619448,0.00065397535,0.00005586631,0.0000031896736,0.0000023045686,0.000007484583,0.94748557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892795,0.00028818898,0.00007018776,0.00019335351,0.0002055266,0.00031478115],"domain_scores_gemma":[0.9994643,0.000059954193,0.000046906018,0.00012731599,0.000022499056,0.00027904476],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031617942,0.00007378557,0.0001092117,0.0005682306,0.0036678086,0.00016099004,0.00037069857,0.000029635852,0.30749854],"category_scores_gemma":[0.000013861065,0.00008724417,0.000054381082,0.00077005965,0.00070801924,0.00017078752,0.000120356184,0.00024277848,0.000030907046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029157958,0.000055262943,0.005133705,0.000059280206,0.00014388059,0.0007659239,0.10046026,0.00003715382,0.000018663586,0.45135567,0.20948675,0.23219186],"study_design_scores_gemma":[0.00048303237,0.000009763983,0.00036154973,0.0000033514007,0.000016588207,0.0000022230247,0.016638782,0.000008944573,6.22421e-7,0.00042899122,0.98192894,0.00011721371],"about_ca_topic_score_codex":0.947343,"about_ca_topic_score_gemma":0.99973774,"teacher_disagreement_score":0.7724422,"about_ca_system_score_codex":0.0019477769,"about_ca_system_score_gemma":0.0015195897,"threshold_uncertainty_score":0.9976293},"labels":[],"label_agreement":null},{"id":"W7115812063","doi":"","title":"Cobalt Germanide Contacts","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Semiconductor materials and interfaces","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Germanide; Cobalt; Germanium; Ohmic contact; Monoclinic crystal system; Phase (matter); Crystal (programming language); Epitaxy","score_opus":0.011435725076608519,"score_gpt":0.2138296978005382,"score_spread":0.20239397272392967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29481864,0.000047028927,0.000016736234,0.0000074370046,0.0013140715,0.0001946844,0.00009479379,0.00003715408,0.70346946],"genre_scores_gemma":[0.3698714,0.0000048799498,0.000019701996,0.00002463439,0.00016573223,6.011716e-7,0.00048546967,0.00003364451,0.62939394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988987,0.000048895978,0.00018998816,0.000411109,0.00014930288,0.00030204642],"domain_scores_gemma":[0.9992925,0.000024063509,0.00025405345,0.00025485936,0.000085675296,0.00008886946],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000030690775,0.0003405723,0.00040798032,0.000088268374,0.00008349593,0.000112859576,0.00039261545,0.00016420921,0.41845277],"category_scores_gemma":[0.0000010557285,0.00036470327,0.0001669327,0.0001201614,0.00001953456,0.0002589905,0.00005967227,0.00023109559,0.001215004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019044316,0.00063906756,0.024071066,0.001315647,0.0029989118,0.00014520048,0.006244825,0.0000781389,0.27986482,0.109442435,0.05667624,0.5166192],"study_design_scores_gemma":[0.0009941732,0.00007968902,0.00093862345,0.00025483884,0.00019396261,6.468305e-7,0.008705203,0.000019687406,0.04285891,0.00019625263,0.94508016,0.0006778639],"about_ca_topic_score_codex":0.00068015023,"about_ca_topic_score_gemma":0.00008285909,"teacher_disagreement_score":0.8884039,"about_ca_system_score_codex":0.00006549064,"about_ca_system_score_gemma":0.000102069585,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W7115812119","doi":"","title":"A Phenomenological Study of Henri Nouwen’s Life and Writings","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Extant taxon; Existentialism; Chose; Socioeconomic status; Work (physics); Phenomenology (philosophy); Social mobility","score_opus":0.021257200236383764,"score_gpt":0.25358903186763704,"score_spread":0.23233183163125326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.471083,0.00019647738,0.000021583912,0.00014640385,0.00014458431,0.0002376101,0.0000023663672,0.000056564226,0.5281114],"genre_scores_gemma":[0.77023417,0.00052854785,0.00007509378,0.00002027519,0.00014574254,1.8357677e-7,8.6428355e-7,0.000006309083,0.22898884],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989621,0.0002018724,0.00012894736,0.00025577474,0.00018525771,0.00026605194],"domain_scores_gemma":[0.99955064,0.00009474749,0.000045145396,0.000089761976,0.00006148666,0.00015820298],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023773985,0.00008958443,0.00014960216,0.00011180153,0.0013269967,0.000060899798,0.00018066299,0.00008984172,0.012020837],"category_scores_gemma":[0.0000032006878,0.00008004868,0.00003113414,0.00043324975,0.00020731715,0.0002085511,0.000007648432,0.00012769752,0.000027738184],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003181927,0.00034040897,0.0033487575,0.000091794616,0.000057860292,0.000048572823,0.72588027,0.0000020014106,0.000002750236,0.2521288,0.00009950706,0.017967435],"study_design_scores_gemma":[0.00022138872,0.00018449797,0.0005164,0.000021090762,0.000025569238,7.760492e-7,0.22949338,0.000008626043,0.0000015785323,0.00024314411,0.7691942,0.00008936999],"about_ca_topic_score_codex":0.024391057,"about_ca_topic_score_gemma":0.21497227,"teacher_disagreement_score":0.76909465,"about_ca_system_score_codex":0.00011723717,"about_ca_system_score_gemma":0.0015742412,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W7115812221","doi":"","title":"Implementation in mental health systems","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stakeholder; Process (computing); Health policy; Perspective (graphical); Public policy; Public health; Service provider","score_opus":0.17102414737498822,"score_gpt":0.5161830693251549,"score_spread":0.3451589219501667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06597054,0.00022603532,0.00015967706,0.0039876117,0.007648589,0.008857971,0.0009162899,0.00022056153,0.9120127],"genre_scores_gemma":[0.04157649,0.00024790585,0.00015414426,0.0032464645,0.00019589234,0.00003779957,0.001491978,0.00008116103,0.9529682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99462974,0.001668631,0.0011545761,0.00070929865,0.00063461415,0.0012031586],"domain_scores_gemma":[0.9976058,0.0003075269,0.0012298661,0.00037416272,0.00016244795,0.0003202091],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011009491,0.0003705322,0.0006577915,0.00074897317,0.0007054066,0.000033382054,0.0005308546,0.00036623128,0.10220346],"category_scores_gemma":[0.00003235113,0.00043205434,0.000087513305,0.0011513312,0.00002858313,0.00046496562,0.00011281646,0.00091269874,0.001572014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082120573,0.00013750691,0.15149772,0.0100107035,0.00015240109,0.00005143232,0.21962954,0.00008083513,0.00025620378,0.014397094,0.19431062,0.40865472],"study_design_scores_gemma":[0.0022027302,0.00009613893,0.013206547,0.0005333834,0.000010114769,6.9336573e-7,0.23621285,0.00006994933,0.0000050563754,0.0000092482305,0.74737173,0.00028157062],"about_ca_topic_score_codex":0.01278985,"about_ca_topic_score_gemma":0.047202542,"teacher_disagreement_score":0.55306107,"about_ca_system_score_codex":0.0029252863,"about_ca_system_score_gemma":0.003054323,"threshold_uncertainty_score":0.99981314},"labels":[],"label_agreement":null},{"id":"W7115812274","doi":"","title":"B CELL RESPONSES IN ALLERGIC ASTHMA","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Degranulation; Immunoglobulin E; Asthma; Regulatory B cells; Allergic asthma; Allergic inflammation; Allergen; Inhalation","score_opus":0.010178104041435819,"score_gpt":0.20478356979050172,"score_spread":0.1946054657490659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058822244,0.002142807,0.0000032916696,0.000034550627,0.0010220984,0.00021737361,0.000056786706,0.00004695178,0.9376539],"genre_scores_gemma":[0.075266585,0.00025590096,0.000027066637,0.000020916832,0.000026682923,0.0000011705015,0.0007073713,0.000034785404,0.9236595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860924,0.00018782617,0.00021689587,0.0005286438,0.000047616228,0.00040979698],"domain_scores_gemma":[0.99909246,0.000058080466,0.00030084004,0.00045534718,0.000058338996,0.000034916073],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009541578,0.000349083,0.00046040388,0.00034265613,0.00026466287,0.000038377362,0.000670866,0.0007459467,0.25700402],"category_scores_gemma":[0.000014577344,0.00039318163,0.00015914389,0.00013314017,0.000105734245,0.00012322067,0.00007696116,0.0006113504,0.0012563874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013112206,0.0011319165,0.0037937062,0.0012374683,0.00059103075,0.0028673043,0.0063847685,0.000025654026,0.1080265,0.003022724,0.052348256,0.80745846],"study_design_scores_gemma":[0.001957194,0.00011586984,0.0048773014,0.00014338728,0.00004622251,0.0000065560257,0.002235181,0.0000010358167,0.0049124267,0.000018602379,0.985288,0.00039821852],"about_ca_topic_score_codex":0.0006208877,"about_ca_topic_score_gemma":0.007327479,"teacher_disagreement_score":0.93293977,"about_ca_system_score_codex":0.00011012548,"about_ca_system_score_gemma":0.00016180957,"threshold_uncertainty_score":0.999852},"labels":[],"label_agreement":null},{"id":"W7115812318","doi":"","title":"Memory CD4+ T cells in Food Allergy","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Allergy; Immunoglobulin E; Priming (agriculture); Allergen; Cytotoxic T cell; Antibody; T cell; Food allergy; Allergic response","score_opus":0.020125490941319896,"score_gpt":0.2420291335086504,"score_spread":0.2219036425673305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07583034,0.00030664308,0.0000033106526,0.00016469686,0.00060439564,0.0004388236,0.000027793918,0.00015854085,0.92246544],"genre_scores_gemma":[0.039187603,0.00045811318,0.00005345145,0.000066498236,0.00013464062,0.0000026168009,0.00048955815,0.00008885055,0.9595187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804157,0.00009183152,0.00024196687,0.0006067677,0.00048315275,0.00053468783],"domain_scores_gemma":[0.9991479,0.0000613992,0.000100271514,0.0003456055,0.00011511457,0.00022971492],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009763056,0.0003488618,0.0005120438,0.0007975142,0.000091558,0.000029275025,0.00035667905,0.00052836305,0.062398925],"category_scores_gemma":[0.000020937607,0.00038755083,0.0002499905,0.0012737354,0.00005415849,0.00010709791,0.000102287806,0.0008467508,0.00075883453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040994766,0.000697257,0.00018079624,0.002130118,0.0015011381,0.006429956,0.0032980694,0.00017640139,0.0057908082,0.00084601843,0.020061959,0.954788],"study_design_scores_gemma":[0.0030743403,0.00087876077,0.0053138053,0.0008323144,0.000020120688,0.0000058095156,0.014425408,0.00006883597,0.0058654943,0.000063995256,0.96889997,0.0005511526],"about_ca_topic_score_codex":0.0003581751,"about_ca_topic_score_gemma":0.020108722,"teacher_disagreement_score":0.95423687,"about_ca_system_score_codex":0.00022031991,"about_ca_system_score_gemma":0.00031624516,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W7115812438","doi":"","title":"ELECTROPLATING NICKEL ONTO GALLIUM ARSENIDE AND GALLIUM PHOSPHIDE NANOWIRES FOR BETAVOLTAIC APPLICATIONS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Carleton University","funders":"","keywords":"Electroplating; Gallium arsenide; Nanowire; Gallium phosphide; Plating (geology); Nickel; Indium phosphide; Gallium","score_opus":0.00779658081413998,"score_gpt":0.20519607287597513,"score_spread":0.19739949206183516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812438","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060222833,0.0016305518,0.10557453,0.00024758631,0.00057367573,0.001263055,0.0001393002,0.0014813539,0.88306767],"genre_scores_gemma":[0.023333235,0.00049841235,0.012253289,0.00007147571,0.00012425974,0.000115922856,0.0012960347,0.00010987702,0.9621975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836326,0.000014536088,0.00032650342,0.00065693184,0.00014980925,0.00048896205],"domain_scores_gemma":[0.99893665,0.00012590311,0.00023545754,0.0004172759,0.00021512213,0.00006956474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037856964,0.00045212253,0.00042935813,0.0003353386,0.00038272998,0.00006075164,0.0004439772,0.00050333544,0.0014052079],"category_scores_gemma":[0.000043435804,0.00054641714,0.00015712879,0.00089619687,0.000046287794,0.00018802682,0.000095685304,0.00039691632,0.000006509422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014294016,0.0000621962,0.00012791353,0.0005690488,0.00034275168,0.0000084595995,0.00009673554,0.011869392,0.0061851363,0.40816668,0.00096384616,0.5714649],"study_design_scores_gemma":[0.00065736123,0.00007106007,0.00017314553,0.00020961773,0.0002279594,0.0000019917493,0.0023264787,0.0018299429,0.005194564,0.002809581,0.98586714,0.00063115224],"about_ca_topic_score_codex":0.00051666604,"about_ca_topic_score_gemma":0.009917913,"teacher_disagreement_score":0.9849033,"about_ca_system_score_codex":0.00025948344,"about_ca_system_score_gemma":0.0001272875,"threshold_uncertainty_score":0.99969876},"labels":[],"label_agreement":null},{"id":"W7115812446","doi":"","title":"QUALITY OF PRIMARY CARE FOR CHRONIC KIDNEY DISEASE","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Primary care; Adverse effect; Cohort; Cohort study; Angiotensin Receptor Blockers; Creatinine; Health care","score_opus":0.014845570750274772,"score_gpt":0.24928205758104857,"score_spread":0.2344364868307738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059668843,0.0075521283,0.00008278313,0.00011816244,0.00085060275,0.0028094193,0.002977524,0.00013026694,0.9258103],"genre_scores_gemma":[0.07053714,0.00019313768,0.00018747538,0.00037172405,0.0002660032,0.000008989584,0.02347286,0.000097846074,0.90486485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834013,0.000055454366,0.00032951444,0.00056336593,0.00035434248,0.00035721363],"domain_scores_gemma":[0.99803644,0.000083079445,0.00033188882,0.00055680535,0.00033707608,0.0006547254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056875957,0.0003617171,0.00085572177,0.00018716906,0.00007590882,0.0000143451925,0.00024891557,0.0002898208,0.025121102],"category_scores_gemma":[0.00007998554,0.00039035192,0.00065162143,0.00024368144,0.000059472208,0.00012424371,0.00005929195,0.00020959073,0.000049746675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021437665,0.0010406249,0.04689658,0.22206795,0.0020855158,0.00013885801,0.0022484679,0.000029413097,0.0071432674,0.0030650843,0.0207343,0.6731123],"study_design_scores_gemma":[0.013894023,0.0005942619,0.05172961,0.0040880893,0.0028379662,5.305932e-7,0.0054922793,0.000054744254,0.0016480853,0.00006705083,0.9187297,0.0008636317],"about_ca_topic_score_codex":0.0000673811,"about_ca_topic_score_gemma":0.00008749943,"teacher_disagreement_score":0.8979954,"about_ca_system_score_codex":0.0009805557,"about_ca_system_score_gemma":0.004862637,"threshold_uncertainty_score":0.99985486},"labels":[],"label_agreement":null},{"id":"W7115812465","doi":"","title":"Investigating Aerobic and Anaerobic Methane Oxidation in Oil Sands Tailings Facilities","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tailings; Methanogenesis; Methane; Oil sands; Anaerobic oxidation of methane; Anoxic waters; Population; Isotope analysis; Surface mining","score_opus":0.01164967748228535,"score_gpt":0.19822503010278722,"score_spread":0.18657535262050187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812465","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6361365,0.0007811088,0.00022590345,0.000054795713,0.0002576476,0.00012045606,0.000013284098,0.00025173152,0.36215863],"genre_scores_gemma":[0.24718358,0.00081038015,0.00050564925,0.00002479799,0.000031016494,0.0000041132635,0.0008230516,0.000036520894,0.7505809],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988748,0.00007997037,0.00028688283,0.0003458668,0.00017441943,0.00023805517],"domain_scores_gemma":[0.99954945,0.00004676005,0.0000779895,0.00017266833,0.00005577907,0.00009733981],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008301859,0.00031641356,0.00040835593,0.000706516,0.00007402215,0.00007052144,0.00019479865,0.0003318146,0.0032815912],"category_scores_gemma":[0.000029201643,0.00037693002,0.00009437995,0.0010498912,0.000034336626,0.00032219762,0.000038240865,0.00039466764,0.000011906677],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015660291,0.00009224605,0.0019272156,0.008197818,0.0012788231,0.00014751097,0.023851182,0.13560478,0.07395512,0.001982227,0.00088689796,0.75191957],"study_design_scores_gemma":[0.008168409,0.00021079586,0.0021719057,0.005503422,0.0016433835,0.0000073743067,0.20124161,0.28043035,0.043660093,0.0011999527,0.4502559,0.005506803],"about_ca_topic_score_codex":0.0004482544,"about_ca_topic_score_gemma":0.01173594,"teacher_disagreement_score":0.74641275,"about_ca_system_score_codex":0.00017023165,"about_ca_system_score_gemma":0.000064525455,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W7115812487","doi":"","title":"Genetic diversity and the risk for dysglycemia","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Single-nucleotide polymorphism; Type 2 diabetes; Genetic variation; Obesity; Cohort; Cohort study; Genome-wide association study; Allele; Genetic architecture","score_opus":0.011538147959987102,"score_gpt":0.2201370443421272,"score_spread":0.20859889638214008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812487","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8637115,0.0019229954,0.002712885,0.00015249396,0.0006318517,0.0010712298,0.00022439142,0.000023730756,0.12954895],"genre_scores_gemma":[0.34792146,0.0014820477,0.0025098503,0.00018321897,0.00036208174,0.000009188844,0.00072101806,0.000047433503,0.6467637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988765,0.00021111437,0.00015078094,0.00041886928,0.00009765786,0.00024507148],"domain_scores_gemma":[0.99914193,0.000067007735,0.00026958177,0.00025278245,0.00017647864,0.00009222442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026739892,0.00022221998,0.00028985896,0.00004234169,0.00065590674,0.000015789365,0.00032269474,0.0004342179,0.00056084775],"category_scores_gemma":[0.00015266039,0.00018986869,0.00016649578,0.00008537109,0.00012440754,0.000002954221,0.00040658948,0.00015805972,0.0000060279017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0106525505,0.00013878613,0.3874903,0.00031837815,0.0024872448,0.000019002788,0.004657733,0.00081196794,0.00075586216,0.0013764618,0.068586096,0.5227056],"study_design_scores_gemma":[0.008763334,0.000437638,0.14111918,0.000028953875,0.0012599389,0.000007676527,0.0061028386,0.0005402312,0.000102007994,0.003153359,0.8377501,0.00073478563],"about_ca_topic_score_codex":0.0002993597,"about_ca_topic_score_gemma":0.0016929768,"teacher_disagreement_score":0.76916397,"about_ca_system_score_codex":0.000040386494,"about_ca_system_score_gemma":0.000088930596,"threshold_uncertainty_score":0.7742621},"labels":[],"label_agreement":null},{"id":"W7115812516","doi":"","title":"NEW INSIGHTS INTO THE CONTROLS ON HYDROCHEMICAL BEHAVIOUR AND ECOHYDROLOGICAL DYNAMICS IN A COLD ALPINE CATCHMENT, SOUTHERN YUKON","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Precipitation; Snow; Climate change; Drainage basin; Hydrology (agriculture); Dissolved organic carbon; Snowmelt; STREAMS","score_opus":0.005614433233619413,"score_gpt":0.18080047880672612,"score_spread":0.1751860455731067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084846,0.000050135353,0.00007897818,0.0006230591,0.00012845521,0.00047425998,0.000013954967,0.000050655446,0.090095945],"genre_scores_gemma":[0.8869425,0.00006342059,0.00012539318,0.0003525793,0.000047874426,0.0000037832024,0.00029843376,0.00003574271,0.112130284],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843377,0.00009127279,0.00022066406,0.0006499881,0.00030053477,0.0003037567],"domain_scores_gemma":[0.99936247,0.000054811037,0.00014713612,0.00021883562,0.000006729215,0.00021000039],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044764205,0.00036764448,0.00034917312,0.000065936,0.00012754048,0.00005379013,0.0004983019,0.0003667665,0.0027638727],"category_scores_gemma":[0.000008725376,0.0002939163,0.00009800659,0.00037503312,0.00010811417,0.00010274561,0.00022872996,0.00055837486,0.00015367092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036639094,0.00066567014,0.8613232,0.000112204674,0.00020456298,0.0009985775,0.02548945,0.0012780583,0.0018966077,0.0032494983,0.0014298974,0.099688366],"study_design_scores_gemma":[0.036935143,0.0051212306,0.09963779,0.0012820595,0.0023149054,0.00004063088,0.07203749,0.23191208,0.005759677,0.02451431,0.51158476,0.008859924],"about_ca_topic_score_codex":0.0021468706,"about_ca_topic_score_gemma":0.012325656,"teacher_disagreement_score":0.7616854,"about_ca_system_score_codex":0.0006040572,"about_ca_system_score_gemma":0.000025108951,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W7115812554","doi":"","title":"DWELLING SATISFACTION OF DISABLED HOUSEHOLDS IN ONTARIO","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Stock (firearms); Life satisfaction; Descriptive statistics; Public housing; Accommodation; Survey data collection; Census","score_opus":0.04983072353966261,"score_gpt":0.3211778192988696,"score_spread":0.271347095759207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812554","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3565986,0.000033200817,0.000049551287,0.00004495698,0.00048347376,0.00058672566,0.000023110093,0.00010033511,0.64208007],"genre_scores_gemma":[0.43630686,0.000041551233,0.00022217739,0.000028924082,0.000008018025,0.000013625053,0.00022455893,0.000024800169,0.5631295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980769,0.00057859754,0.00047837375,0.0003757983,0.00019880987,0.0002915253],"domain_scores_gemma":[0.99843425,0.0002316275,0.0005924131,0.0005918672,0.00009945899,0.000050411323],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028610782,0.00021906517,0.00044973305,0.0002638812,0.00044646312,0.0000029036435,0.0004806287,0.0005852653,0.2824472],"category_scores_gemma":[0.000034837376,0.00026734394,0.00011107585,0.00052227883,0.00006928353,0.00011091901,0.00022743107,0.0022656873,0.000038667073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005654857,0.00010591747,0.9489438,0.0002634053,0.000068470006,0.000012685068,0.0051421076,0.000064997315,0.000087835004,0.002779567,0.0005100468,0.04145569],"study_design_scores_gemma":[0.0010275211,0.000055724984,0.66061395,0.00023975682,0.00007063426,2.3082418e-7,0.034355603,0.000017165583,0.000026594686,0.00019204312,0.3031755,0.00022527135],"about_ca_topic_score_codex":0.09554223,"about_ca_topic_score_gemma":0.87666726,"teacher_disagreement_score":0.781125,"about_ca_system_score_codex":0.0020060774,"about_ca_system_score_gemma":0.0007251266,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W7115812577","doi":"","title":"An Evaluation of the Relationship Between Income and Health","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Probit; Ordered probit; Logit; Probit model; Logistic regression; Bootstrapping (finance); Association (psychology); Standard error","score_opus":0.10637550747428036,"score_gpt":0.33979430333163235,"score_spread":0.23341879585735198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812577","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38918942,0.00017255683,0.000016868406,0.00029351717,0.00036211204,0.00053228,0.000037207523,0.000030654475,0.6093654],"genre_scores_gemma":[0.83586246,0.000030622432,0.000034342487,0.000027627524,0.00011468334,5.834919e-7,0.000069120084,0.000010707623,0.16384988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971667,0.0013758297,0.00024169068,0.00025904554,0.0007482335,0.0002085268],"domain_scores_gemma":[0.99881816,0.00014392028,0.0004306887,0.00025401666,0.0002402698,0.00011297009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015200685,0.0001428179,0.00024870515,0.00011158254,0.0007542772,0.000041409683,0.00038973143,0.00027363395,0.008578111],"category_scores_gemma":[0.00012657979,0.00013525493,0.000082006365,0.0005425328,0.00013495042,0.0003354648,0.000031663803,0.00026418877,0.000007629725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015110161,0.000036712765,0.8379453,0.00011477584,0.000026823922,3.0789334e-7,0.019398648,0.0000074466548,0.0000011990262,0.02267069,0.0001506905,0.119632296],"study_design_scores_gemma":[0.00040284768,0.000050278235,0.95995957,0.0001399947,0.00013769066,6.8605004e-8,0.01723389,0.000038086117,0.0000057669868,0.0023507401,0.01951678,0.00016430998],"about_ca_topic_score_codex":0.0055330754,"about_ca_topic_score_gemma":0.032382924,"teacher_disagreement_score":0.446673,"about_ca_system_score_codex":0.00043648112,"about_ca_system_score_gemma":0.00046856346,"threshold_uncertainty_score":0.99232817},"labels":[],"label_agreement":null},{"id":"W7115812655","doi":"","title":"Gendered Participation Patterns in a Business Incubator Program: Theoretical Explanations from the Literature","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incubator; Mentorship; Context (archaeology); Entrepreneurship; Small business; Focus (optics); Women entrepreneurs","score_opus":0.02869127830662211,"score_gpt":0.2679484394854613,"score_spread":0.23925716117883922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023616185,0.00076790486,0.0010332688,0.0013909861,0.0013106609,0.0034556135,0.008038898,0.0007335078,0.95965296],"genre_scores_gemma":[0.4787223,0.00083787995,0.00067356793,0.00028851815,0.0009951711,0.00015304025,0.013698331,0.00033811296,0.5042931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995655,0.0008213993,0.00059214677,0.0010897588,0.0011126123,0.00072907883],"domain_scores_gemma":[0.9968676,0.00043398186,0.00045031853,0.0009944817,0.0010743728,0.00017923709],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042728987,0.0007172087,0.00072463875,0.00075518945,0.00025305356,0.0004485018,0.0011498064,0.00087851303,0.040695563],"category_scores_gemma":[0.00037841045,0.0006115368,0.00025882278,0.0048875026,0.00031305908,0.00043364658,0.00061809516,0.0012268446,0.00018765354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015114831,0.002878838,0.130698,0.0015388908,0.0022700073,0.0038357184,0.01150781,0.0004891536,0.0001131903,0.051097333,0.06498771,0.72907186],"study_design_scores_gemma":[0.0017080851,0.000040484178,0.09078088,0.0024794051,0.00070738606,0.000010955013,0.0016336018,0.000418473,0.000018536186,0.00054075255,0.90085405,0.00080740696],"about_ca_topic_score_codex":0.0014091537,"about_ca_topic_score_gemma":0.008044033,"teacher_disagreement_score":0.83586633,"about_ca_system_score_codex":0.0014460975,"about_ca_system_score_gemma":0.001370308,"threshold_uncertainty_score":0.9996336},"labels":[],"label_agreement":null},{"id":"W7115812716","doi":"","title":"Impacts and Tradeoffs of Mining in Igluligaarjuk, Nunavut","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; McKnight Foundation","keywords":"Snowball sampling; Work (physics); Citizen journalism; Stressor; Qualitative research; Participatory action research","score_opus":0.03209657836890506,"score_gpt":0.3020720214565905,"score_spread":0.26997544308768545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812716","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6205556,0.0002108372,7.6837955e-7,0.00006218732,0.00062073173,0.00047032474,0.000026216234,0.00003873137,0.37801465],"genre_scores_gemma":[0.23387338,0.0009594212,0.00008580398,0.00008701063,0.00010570638,0.0000063444427,0.00014570303,0.00006956605,0.76466703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982026,0.00018212605,0.0003771104,0.00033662043,0.0001212575,0.00078026444],"domain_scores_gemma":[0.99901956,0.00029066062,0.00035013672,0.00014897344,0.000100052675,0.00009060054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022465427,0.00023722698,0.00058063667,0.00035410264,0.0007132878,0.000003967567,0.00018699709,0.00057040196,0.0124642635],"category_scores_gemma":[0.0000504972,0.00025888503,0.000075268945,0.00051227666,0.00004260458,0.000073805626,0.00014560504,0.00057101646,0.00008031694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010964494,0.0001378317,0.39156032,0.006202265,0.00044717744,0.00052428746,0.5401986,0.000016089953,0.00024598994,0.0012803337,0.0052594794,0.053031165],"study_design_scores_gemma":[0.0016066672,0.00019214644,0.17627016,0.0010699487,0.00011809143,9.0510486e-7,0.77045995,0.00001920336,0.000018219598,0.0000444038,0.049866606,0.0003336992],"about_ca_topic_score_codex":0.004715487,"about_ca_topic_score_gemma":0.48518094,"teacher_disagreement_score":0.48046547,"about_ca_system_score_codex":0.00031264502,"about_ca_system_score_gemma":0.00041921608,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W7115812723","doi":"","title":"The Metaphysics of Constitutional Precommitment","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precommitment; Metaphysics; Rationality; Capital (architecture); Economic Justice","score_opus":0.026570253428206805,"score_gpt":0.26186766972581715,"score_spread":0.23529741629761036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039675075,0.00076655945,0.000035421213,0.0002799768,0.0010034558,0.0002261314,0.000041806736,0.00002066051,0.9972292],"genre_scores_gemma":[0.12118912,0.0010486132,0.00003690085,0.00001400157,0.00021049479,0.0000021255707,0.000044025684,0.0000047873923,0.8774499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989822,0.000101300444,0.00013456229,0.00018141874,0.00039491724,0.000205591],"domain_scores_gemma":[0.9991113,0.00012904749,0.00030946048,0.00015373885,0.00023972621,0.00005674263],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015746923,0.00013994405,0.0002173858,0.000036211113,0.0028656817,0.00006555506,0.0005881019,0.00013083828,0.0077479314],"category_scores_gemma":[0.000059598966,0.00011895542,0.00018042712,0.00012986269,0.002005888,0.0001473936,0.000049229526,0.00015485506,0.00003596132],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062942,0.000028200795,0.00033726788,0.000010186976,0.00021666505,0.0000053791173,0.00091321557,0.0000029306784,0.000005201584,0.8099753,0.0011072671,0.1873354],"study_design_scores_gemma":[0.00016051334,0.000014224085,0.0009795063,0.00007215832,0.0001425012,1.1452871e-7,0.011547914,5.831363e-7,0.000047344623,0.008404439,0.97849935,0.00013133146],"about_ca_topic_score_codex":0.002881676,"about_ca_topic_score_gemma":0.027944839,"teacher_disagreement_score":0.9773921,"about_ca_system_score_codex":0.00013064871,"about_ca_system_score_gemma":0.0007436356,"threshold_uncertainty_score":0.99843246},"labels":[],"label_agreement":null},{"id":"W7115812743","doi":"","title":"Addressing the Factors That Shape Parent Involvement in the McMaster Children and Youth University (MCYU)","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Socioeconomic status; Grounded theory; Positive Youth Development; Data collection; Qualitative research; Social inequality","score_opus":0.1008603699766231,"score_gpt":0.29366298197423385,"score_spread":0.19280261199761076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7700976,0.00031989743,0.0000027728483,0.00029065754,0.00062084483,0.0009826807,0.00017876815,0.000049150705,0.2274576],"genre_scores_gemma":[0.8265701,0.00043012042,0.000011865002,0.00015783378,0.000080082784,0.0000021896046,0.0015064692,0.000027184105,0.17121416],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99694896,0.0010205066,0.00018594778,0.0005666846,0.00080555776,0.00047233334],"domain_scores_gemma":[0.9990534,0.000161556,0.0003369193,0.00028999776,0.000050029765,0.0001080698],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004971161,0.00034435524,0.0002571036,0.00023501126,0.0017529224,0.00024376407,0.0013199267,0.0002031956,0.03498428],"category_scores_gemma":[0.000017339888,0.00028707116,0.00014007086,0.00084962766,0.00026619973,0.00050366414,0.0002499734,0.00064390985,0.000008939747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018898751,0.00045856152,0.30066302,0.00006294902,0.00020738051,0.000021849308,0.6360328,0.000023597599,0.00001588279,0.0036464515,0.0012540704,0.057424422],"study_design_scores_gemma":[0.0003434432,0.00003187589,0.19241527,0.000083861814,0.00016752402,2.6117772e-7,0.7063187,0.000006411729,0.000013039989,0.000047816353,0.10028861,0.00028322113],"about_ca_topic_score_codex":0.025640927,"about_ca_topic_score_gemma":0.095938355,"teacher_disagreement_score":0.108247764,"about_ca_system_score_codex":0.0008821198,"about_ca_system_score_gemma":0.00024658066,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W7115812870","doi":"","title":"Foundational Skills and SSH","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Perception; Social skills; Soft skills; Skills management; People skills","score_opus":0.010524726014344241,"score_gpt":0.20339529264199027,"score_spread":0.19287056662764604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812870","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032793992,0.00045142826,0.00023944906,0.000044697576,0.00026792032,0.00024286313,0.0002598865,0.0003021058,0.9981589],"genre_scores_gemma":[0.000034866654,0.00008784613,0.0021135479,0.000092199254,0.0002716481,5.5484946e-7,0.00037988237,0.0006729492,0.99634653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828315,0.0001434827,0.00013062931,0.0007314507,0.00034257586,0.00036872664],"domain_scores_gemma":[0.99909496,0.000047931386,0.00021105258,0.0003850156,0.000063318075,0.0001976915],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005586405,0.00042979393,0.00041844734,0.0005700629,0.00009524904,0.0001069804,0.00034503423,0.00039250532,0.84647626],"category_scores_gemma":[0.000015116308,0.0005266454,0.000120429446,0.0008418794,0.00022757339,0.000114663744,0.00041090636,0.00028631368,0.0024135541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003149832,0.00023176534,0.0027849588,0.00021722449,0.0006290653,0.00070166396,0.00017573539,0.000004595737,0.00013011177,0.013447351,0.8724833,0.10916272],"study_design_scores_gemma":[0.001063586,0.000020847843,0.00060654804,0.00031281714,0.00013756882,0.000025112859,0.00021537853,0.000008773589,0.000012491762,0.000041710635,0.99701554,0.00053962355],"about_ca_topic_score_codex":0.00018883849,"about_ca_topic_score_gemma":0.0019167945,"teacher_disagreement_score":0.84406275,"about_ca_system_score_codex":0.00021090581,"about_ca_system_score_gemma":0.00016104763,"threshold_uncertainty_score":0.9997185},"labels":[],"label_agreement":null},{"id":"W7115812921","doi":"","title":"NON-COMMUNICABLE DISEASE PREVENTION: EVIDENCE FOR DIABETES AND TOBACCO CONTROL POLICIES IN ECUADOR","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Tobacco control; Disease; Population; Disease burden; Inequality; Burden of disease; Population health; Public health","score_opus":0.05801906473789934,"score_gpt":0.23176232049135514,"score_spread":0.1737432557534558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.811275,0.004032715,0.00016151031,0.000318468,0.00029630633,0.0011367963,0.00025924767,0.00002238138,0.18249756],"genre_scores_gemma":[0.5769582,0.00066662714,0.00015674843,0.000113062415,0.000027838949,0.000021306027,0.00017449187,0.000017036016,0.42186472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989672,0.00002163277,0.00033791183,0.00041965066,0.000022877302,0.00023076998],"domain_scores_gemma":[0.99926704,0.00011208374,0.00027682076,0.0002580395,0.000012112239,0.00007392247],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018653228,0.00020379087,0.00045079406,0.00023393407,0.000115175986,0.000062971376,0.00027528018,0.00015765625,0.0061771777],"category_scores_gemma":[0.000037516842,0.00028558949,0.00013449855,0.00013298354,0.000034311983,0.00034002642,0.00006848349,0.00013323707,0.000044377608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030124362,0.0001125097,0.95382625,0.0005093278,0.00013864352,0.000003025915,0.000375704,0.00038804873,0.0000072750954,0.004735241,0.0005514167,0.039051294],"study_design_scores_gemma":[0.0033721253,0.00013303105,0.9422802,0.0009915956,0.00015709171,9.840252e-8,0.0019102001,0.0022612405,0.00004563993,0.0051854006,0.042990122,0.0006732724],"about_ca_topic_score_codex":0.00020695661,"about_ca_topic_score_gemma":0.0010541697,"teacher_disagreement_score":0.23936716,"about_ca_system_score_codex":0.00027001117,"about_ca_system_score_gemma":0.000042155025,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W7115812925","doi":"","title":"Adsorption of Se(-II) and Tc(IV)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Thallium and Germanium Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bentonite; Adsorption; Ionic strength; Ionic bonding; Dispose pattern","score_opus":0.012375587488700528,"score_gpt":0.2040752289310393,"score_spread":0.19169964144233878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812925","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40572476,0.000067111934,0.0000065141626,0.000029456294,0.0002300259,0.00013978968,0.000019436315,0.000055210407,0.5937277],"genre_scores_gemma":[0.17673317,0.00022140314,0.000054506538,0.0000116723895,0.00002333911,6.541794e-7,0.00006413603,0.000020855763,0.82287025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991273,0.000029381627,0.00012664957,0.0003313169,0.00020089542,0.00018442232],"domain_scores_gemma":[0.99963224,0.000022891169,0.00013926186,0.00013561407,0.000011905545,0.00005806475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045412628,0.00019206185,0.00023074962,0.000067594905,0.00013115672,0.000009799505,0.00018203261,0.0001618848,0.041656855],"category_scores_gemma":[0.0000044793296,0.00020763883,0.00007175647,0.00031553573,0.00009311552,0.00013846466,0.0002572721,0.0001301935,0.0002468373],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011044656,0.00039414043,0.0686449,0.0014282226,0.00067074475,0.00021130737,0.040639926,0.00040761044,0.04117593,0.0021177165,0.038703475,0.80450153],"study_design_scores_gemma":[0.0012750758,0.00032723774,0.35778204,0.00027552247,0.0004234776,0.00000461526,0.021125335,0.000121483594,0.002581414,0.0004544608,0.6146687,0.0009605905],"about_ca_topic_score_codex":0.0006554558,"about_ca_topic_score_gemma":0.0054768454,"teacher_disagreement_score":0.80354095,"about_ca_system_score_codex":0.00007182116,"about_ca_system_score_gemma":0.000008162798,"threshold_uncertainty_score":0.9592192},"labels":[],"label_agreement":null},{"id":"W7115812930","doi":"","title":"Popular Film and the Effects of Technological Gender","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depiction; Subjectivity; Space (punctuation); Popular culture; Social constructionism; Control (management); Critical theory; Popular media","score_opus":0.02844758304572396,"score_gpt":0.28992874920021316,"score_spread":0.2614811661544892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057810828,0.0005648401,0.00003415566,0.00014971876,0.0010941123,0.0003364319,0.000007602146,0.00003794466,0.93996435],"genre_scores_gemma":[0.17567194,0.00010800791,0.000047939608,0.000046327077,0.00003244474,0.000003505565,0.000031714375,0.000009239178,0.8240489],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915236,0.00014467082,0.0001075773,0.0003029212,0.00012853868,0.00016391242],"domain_scores_gemma":[0.99916077,0.00011084484,0.00019630436,0.0004313418,0.0000492587,0.00005149556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001157705,0.00015025692,0.00022537961,0.00012853363,0.00027330435,0.000035032524,0.0005409386,0.00032555542,0.09154739],"category_scores_gemma":[0.00007727445,0.00011313522,0.000098799006,0.00017201033,0.0004974146,0.000068576905,0.00004044914,0.0002749324,0.00012994697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004033905,0.00016382134,0.003093242,0.00022494179,0.00020472804,0.00004769345,0.0143437395,7.411356e-7,0.00022248206,0.15930535,0.0060699563,0.81591994],"study_design_scores_gemma":[0.002424229,0.00008627433,0.0983355,0.000124163,0.0003238601,0.000013097412,0.05388557,0.0000075288053,0.000089775785,0.0015646365,0.84280014,0.0003452206],"about_ca_topic_score_codex":0.00015038544,"about_ca_topic_score_gemma":0.00019433627,"teacher_disagreement_score":0.8367302,"about_ca_system_score_codex":0.000022752787,"about_ca_system_score_gemma":0.000039553084,"threshold_uncertainty_score":0.90928304},"labels":[],"label_agreement":null},{"id":"W7115812931","doi":"","title":"An environmental history of the Ontario cheese industry","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Elite; Rhetoric; Rural area; State (computer science); Rural sociology; Modernity; Work (physics); Rural history","score_opus":0.012676270854447126,"score_gpt":0.1901265841359584,"score_spread":0.17745031328151128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13639587,0.00009338012,9.722631e-8,0.000030931325,0.0014318179,0.00012717655,0.00002667226,0.000011520887,0.8618825],"genre_scores_gemma":[0.06543999,0.00002816625,0.000004845264,0.000023486456,0.00008005146,3.32613e-7,0.000029280862,0.000012750643,0.93438107],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989979,0.00015719452,0.00010024023,0.00023556409,0.00031867693,0.0001903702],"domain_scores_gemma":[0.9991252,0.000008110141,0.00030802804,0.0003894427,0.000020037603,0.00014919406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114127324,0.00012335261,0.00017246587,0.00026815484,0.0007678136,0.000076463795,0.0009818947,0.0006056327,0.28331],"category_scores_gemma":[0.000010597799,0.00015870544,0.00015340373,0.0000632726,0.0006826039,0.00033290774,0.000030478242,0.00061203964,0.000039933067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007270303,0.00046391477,0.026038611,0.0001513846,0.00028511128,0.00020373598,0.5006303,0.000014448727,0.0025019809,0.0044466886,0.07506961,0.38946715],"study_design_scores_gemma":[0.00015885022,0.000017184908,0.05271729,0.000041830997,0.00007472058,2.0323874e-7,0.014369149,2.2539908e-7,0.000007328389,0.000012798621,0.93244505,0.00015534365],"about_ca_topic_score_codex":0.8606431,"about_ca_topic_score_gemma":0.99793863,"teacher_disagreement_score":0.85737544,"about_ca_system_score_codex":0.01076979,"about_ca_system_score_gemma":0.0047029345,"threshold_uncertainty_score":0.9930277},"labels":[],"label_agreement":null},{"id":"W7115812993","doi":"","title":"The Role of Strategic Communications in Organizational Strategy Development and Implementation","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Leverage (statistics); Strategic planning; Strategic communication; Stakeholder; Strategic thinking; Strategic management; Work (physics); Function (biology); Organizational communication; Strategic alignment","score_opus":0.03706657548905471,"score_gpt":0.29857046864152964,"score_spread":0.2615038931524749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115812993","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24801806,0.0019242216,0.0000311041,0.00064804044,0.0001736982,0.0011370458,0.000033228443,0.00005999188,0.74797463],"genre_scores_gemma":[0.90642613,0.0057065818,0.00034840088,0.0000061512674,0.000018770585,0.000010005744,0.00079663284,0.000029767338,0.08665757],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975692,0.00065724994,0.0006675962,0.00033412647,0.00043881743,0.00033297998],"domain_scores_gemma":[0.9978488,0.00043026797,0.00065381924,0.0005508838,0.00041840045,0.00009781849],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069171423,0.00024056499,0.00025711826,0.00032302373,0.0017870052,0.000232113,0.001332618,0.00027590687,0.004776651],"category_scores_gemma":[0.000025097039,0.00025271112,0.000059604474,0.0024531726,0.00037200435,0.0004174262,0.00033351188,0.0003752508,0.000028614622],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035841607,0.00010573564,0.013080821,0.00003421466,0.00012535932,9.543123e-7,0.033094525,0.00006033321,0.00008366508,0.4046102,0.000017168817,0.5487512],"study_design_scores_gemma":[0.00055201276,0.000038321505,0.031356268,0.00009252316,0.0000705653,3.484246e-7,0.8048835,0.0009251803,0.00008983271,0.0066220616,0.15508182,0.00028760463],"about_ca_topic_score_codex":0.00312677,"about_ca_topic_score_gemma":0.10758483,"teacher_disagreement_score":0.77178895,"about_ca_system_score_codex":0.00029619996,"about_ca_system_score_gemma":0.001273525,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W7115813029","doi":"","title":"Changes In Primary Care Of Older Adults Since COVID-19","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Pandemic; Chronic disease; Disease; Chronic care; Disease management; Preventive care; Coronavirus disease 2019 (COVID-19)","score_opus":0.018771605867492182,"score_gpt":0.2966540120131934,"score_spread":0.27788240614570126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13276275,0.0022329339,0.000012045984,0.0004323975,0.0028770159,0.0018488544,0.00041905287,0.00013988068,0.8592751],"genre_scores_gemma":[0.06890653,0.00043867267,0.00010960676,0.00041604773,0.00016653097,0.000021868482,0.004450923,0.000082476814,0.92540735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791414,0.00044761927,0.00032964867,0.0005181208,0.00035224392,0.00043824088],"domain_scores_gemma":[0.9986338,0.0002237545,0.00048227908,0.0003336992,0.00015836909,0.00016811806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120497214,0.0002918212,0.0005722283,0.00054623676,0.00038787964,0.0000051913125,0.00043823136,0.0004704227,0.111344784],"category_scores_gemma":[0.000031378902,0.00034644056,0.00013110392,0.00092286075,0.000037120346,0.000084145264,0.00016767124,0.0008431899,0.000027010241],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064060423,0.00031315873,0.03580149,0.030691318,0.00014736915,0.0005596772,0.3922912,0.000040291805,0.00011937598,0.0006361062,0.016011242,0.51698273],"study_design_scores_gemma":[0.0025105719,0.0001257414,0.029637493,0.0010419703,0.000108522,6.7320167e-7,0.45067775,0.000001346343,0.000021468,0.000010052493,0.5155316,0.0003327927],"about_ca_topic_score_codex":0.0039417,"about_ca_topic_score_gemma":0.053131364,"teacher_disagreement_score":0.51664996,"about_ca_system_score_codex":0.0018262521,"about_ca_system_score_gemma":0.0013353291,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W7115813070","doi":"","title":"ON SEROTONERGIC SIGNALING AND BREAST TUMOR INITIATING CELLS","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serotonergic; Breast tumor; Tumor cells; Affect (linguistics); Signal transduction; Breast cancer","score_opus":0.009176082627554955,"score_gpt":0.21199896994603953,"score_spread":0.20282288731848458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813070","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67982197,0.00042437384,0.000010727236,0.00005041648,0.0004453343,0.00070090534,0.00004263961,0.00008766978,0.31841597],"genre_scores_gemma":[0.25729707,0.00015237804,0.00010187401,0.00027356457,0.00025532916,0.0000025821853,0.00025651633,0.000099954756,0.74156076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985207,0.00009773579,0.00022860688,0.0005236401,0.00029151794,0.00033780513],"domain_scores_gemma":[0.99904954,0.00014078803,0.00025845141,0.00028892374,0.00010832625,0.00015396668],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007722657,0.00039938727,0.00058961665,0.0002961629,0.00014642689,0.000056688557,0.00015687848,0.00025269078,0.018745199],"category_scores_gemma":[0.000012408188,0.00042328527,0.00018482767,0.00028779672,0.000050744864,0.00013419667,0.000038200404,0.0004896192,0.0001257514],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.046665613,0.0008843301,0.0064173318,0.009653162,0.0015105556,0.0053686355,0.008840324,0.0005099101,0.06091485,0.0011877678,0.0028277817,0.8552197],"study_design_scores_gemma":[0.029990513,0.0050396174,0.03353274,0.026133602,0.0046398453,0.0018616541,0.107092455,0.0018290897,0.075501084,0.00009789102,0.7087061,0.005575455],"about_ca_topic_score_codex":0.00017263759,"about_ca_topic_score_gemma":0.000061024468,"teacher_disagreement_score":0.8496443,"about_ca_system_score_codex":0.00017409648,"about_ca_system_score_gemma":0.0002509156,"threshold_uncertainty_score":0.9998219},"labels":[],"label_agreement":null},{"id":"W7115813093","doi":"","title":"Public relations, marketing and fundraising in Canadian nonprofits: Who is better at relationship?","year":2016,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Quality (philosophy); Function (biology); Sustainability; Nonprofit organization; Key (lock); Survey data collection","score_opus":0.028825448904117285,"score_gpt":0.24902621367581138,"score_spread":0.2202007647716941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813093","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17706206,0.0008474822,0.00008160623,0.013684648,0.00030246566,0.0006841027,0.000070312286,0.00004830489,0.807219],"genre_scores_gemma":[0.505202,0.00069398625,0.0002215008,0.00018964104,0.00007213205,0.000004551548,0.00018436094,0.000041774005,0.49339005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99454296,0.0018605223,0.0007792423,0.0010181398,0.0006013961,0.0011977337],"domain_scores_gemma":[0.99629676,0.001045785,0.0007159431,0.00070652744,0.00043392694,0.00080105686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019248486,0.000533579,0.0005212689,0.001654178,0.004158108,0.0006124374,0.0009456192,0.0012249253,0.094748266],"category_scores_gemma":[0.0005547336,0.000629221,0.0001911936,0.0027522051,0.00039953674,0.002573861,0.00030226973,0.00092386955,0.00034752194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063143205,0.00003120583,0.76738346,0.00005509139,0.00007645146,0.000013999178,0.011785268,0.0000026280138,0.000009737993,0.010878786,0.0012223435,0.20847788],"study_design_scores_gemma":[0.00071760436,0.000017283572,0.3744521,0.0005941964,0.00009101063,0.000002243834,0.016040485,0.00030426835,0.0000023551847,0.00051795604,0.6066459,0.00061462633],"about_ca_topic_score_codex":0.12397076,"about_ca_topic_score_gemma":0.7839386,"teacher_disagreement_score":0.65996784,"about_ca_system_score_codex":0.003269389,"about_ca_system_score_gemma":0.0015957744,"threshold_uncertainty_score":0.9996159},"labels":[],"label_agreement":null},{"id":"W7115813149","doi":"","title":"Peirce the Logician: Pragmati(ci)st Anticipations of Modern Logic","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Interpretation (philosophy); Philosophy of logic; Term logic; Philosophical logic; Epistemic modal logic; Natural (archaeology)","score_opus":0.0396855262074908,"score_gpt":0.23680573617880663,"score_spread":0.19712020997131582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813149","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025554802,0.0003926765,0.00020234173,0.0007445225,0.0012040446,0.00039134818,0.0002478415,0.00006522216,0.99419653],"genre_scores_gemma":[0.25678834,0.00006667059,0.00006657687,0.00017829897,0.00024250864,0.0000049569708,0.0006535451,0.000018711808,0.7419804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987974,0.00013638988,0.00030174427,0.00030393942,0.00023413506,0.00022637402],"domain_scores_gemma":[0.99877834,0.00014416932,0.00040562893,0.00036094524,0.00026946334,0.000041459047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000097898715,0.0002745911,0.00032123644,0.0002137115,0.00057630136,0.000110071975,0.0005811684,0.00017877319,0.06731528],"category_scores_gemma":[0.00003330032,0.00023039193,0.00017722561,0.00019431997,0.00015699417,0.0002613254,0.00006325469,0.00032789365,0.00006887668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008673554,0.00018054544,0.000037397946,0.0005276614,0.00019613934,0.00000667151,0.033227894,0.00011970273,0.000018196637,0.8507937,0.0058581033,0.10894725],"study_design_scores_gemma":[0.00042795998,0.0000994047,0.00046063674,0.00059608236,0.000663565,0.0000011557736,0.040960114,0.00042416947,0.00008782019,0.09869101,0.8570802,0.0005078448],"about_ca_topic_score_codex":0.00025576836,"about_ca_topic_score_gemma":0.0042836093,"teacher_disagreement_score":0.85122216,"about_ca_system_score_codex":0.00007384238,"about_ca_system_score_gemma":0.00018900364,"threshold_uncertainty_score":0.939511},"labels":[],"label_agreement":null},{"id":"W7115813177","doi":"","title":"Investigating the Role of Energy Metabolism In the Radiation-Induced Bystander Effect","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Bystander effect; Oxidative phosphorylation; Mitochondrion; Glycolysis; NAD+ kinase; Phosphorylation; Extracellular; Transfection; Signal transduction","score_opus":0.0065540153758352525,"score_gpt":0.21635934060099382,"score_spread":0.20980532522515857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813177","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2840753,0.0024413026,0.000022942098,0.0005500683,0.00041476596,0.0010748346,0.000018361392,0.000052034673,0.7113504],"genre_scores_gemma":[0.87575984,0.00007116553,0.000054263528,0.00038512496,0.0001442602,0.000010558125,0.00030529412,0.00003307487,0.12323641],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812555,0.0006069279,0.00028893707,0.0003175291,0.00043394355,0.00022711279],"domain_scores_gemma":[0.9983775,0.0006799834,0.0003367347,0.00042917673,0.00011744929,0.00005915594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003547461,0.00029586747,0.0005063557,0.00032299783,0.00012760826,0.000031039675,0.00043961717,0.00032647367,0.0018003618],"category_scores_gemma":[0.00020948666,0.00020387418,0.00020826212,0.0011123904,0.00004108831,0.0001217414,0.00003443729,0.0005217652,0.0000042920847],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005525979,0.0001463716,0.018598365,0.00090038386,0.00074214546,0.000065142835,0.0073863855,0.00019394717,0.009405869,0.024047533,0.0012458164,0.9367154],"study_design_scores_gemma":[0.009647553,0.0007768633,0.14652017,0.0019022229,0.0033597236,0.000019468815,0.03191609,0.0015975112,0.055913914,0.0011912384,0.7461633,0.0009919559],"about_ca_topic_score_codex":0.0005908037,"about_ca_topic_score_gemma":0.0012728946,"teacher_disagreement_score":0.9357235,"about_ca_system_score_codex":0.00012209493,"about_ca_system_score_gemma":0.00031677846,"threshold_uncertainty_score":0.9991121},"labels":[],"label_agreement":null},{"id":"W7115813180","doi":"","title":"Dialogue Summary: Engaging Health System Decision-makers in Supporting Comprehensive Chronic Pain Management in Provincial and Territorial Healthcare Systems in Canada","year":2011,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Healthcare system; Stakeholder; Health care; Key (lock); Chronic disease; Stakeholder engagement","score_opus":0.01391569671458389,"score_gpt":0.21221339389638705,"score_spread":0.19829769718180315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813180","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07810884,0.05975555,0.0019179049,0.0012352266,0.05514756,0.09248478,0.010749925,0.0013486079,0.6992516],"genre_scores_gemma":[0.8988224,0.0016584614,0.0008643198,0.0003064111,0.002647951,0.00012436208,0.0006735066,0.0024122486,0.09249032],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97926885,0.008643087,0.00319474,0.0034386169,0.001611697,0.003843025],"domain_scores_gemma":[0.99361867,0.000879426,0.002906582,0.0012175739,0.00018185169,0.0011958823],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003359658,0.0021418075,0.0038087247,0.0040501137,0.00046720234,0.000244071,0.0016276174,0.0009789298,0.004348435],"category_scores_gemma":[0.00007696016,0.002806187,0.00022773724,0.0035936907,0.00029931046,0.00060037046,0.0016643129,0.0028261852,0.00008845453],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0041147876,0.00044628757,0.16650805,0.034611713,0.0007603867,0.03389804,0.0069723725,0.0041182074,0.000007950858,0.0020546296,0.009049503,0.73745805],"study_design_scores_gemma":[0.02126152,0.00074695714,0.01051097,0.058525838,0.00019370488,0.000071433504,0.19134988,0.010461852,0.0000010942697,0.000014497654,0.7032656,0.0035966425],"about_ca_topic_score_codex":0.9921936,"about_ca_topic_score_gemma":0.9993098,"teacher_disagreement_score":0.8207136,"about_ca_system_score_codex":0.08419865,"about_ca_system_score_gemma":0.014954592,"threshold_uncertainty_score":0.99947435},"labels":[],"label_agreement":null},{"id":"W7115813202","doi":"","title":"DOAC-Stop Reversal of FXIa Inhibitors","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Rivaroxaban; Partial thromboplastin time; Coagulation; Discovery and development of direct thrombin inhibitors; Thrombin; Serine protease; Dabigatran; Protein C","score_opus":0.012294136120145672,"score_gpt":0.22727598583806458,"score_spread":0.2149818497179189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813202","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06968389,0.0011048452,0.00005121284,0.00015955896,0.0012656987,0.00057470653,0.000059751903,0.00013326743,0.9269671],"genre_scores_gemma":[0.0834995,0.00014686426,0.00031206905,0.00008959519,0.0001899965,9.3391355e-7,0.000706029,0.000040515653,0.9150145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983601,0.000054313245,0.00039803673,0.00050720334,0.00037193112,0.00030842933],"domain_scores_gemma":[0.9987858,0.000069790614,0.00034115725,0.00038357964,0.00025960634,0.00016005768],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007451156,0.0003828045,0.00070845836,0.00045636654,0.000109738394,0.000018877565,0.00024091249,0.000498049,0.02765076],"category_scores_gemma":[0.000037381604,0.00042591518,0.00041714884,0.0008031918,0.0000659625,0.00015226248,0.00006928941,0.00033865075,0.000041458126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045807804,0.0006811306,0.042629533,0.0053545535,0.001677071,0.00060035416,0.0054295873,0.000051165556,0.003592087,0.010624469,0.04252988,0.8822494],"study_design_scores_gemma":[0.004536338,0.00038267547,0.027510766,0.0032853887,0.001999615,0.000016469869,0.0086084865,0.00008958391,0.013334483,0.00015898189,0.93926185,0.0008153497],"about_ca_topic_score_codex":0.0005802155,"about_ca_topic_score_gemma":0.0007094224,"teacher_disagreement_score":0.896732,"about_ca_system_score_codex":0.00018373493,"about_ca_system_score_gemma":0.0004765227,"threshold_uncertainty_score":0.9998193},"labels":[],"label_agreement":null},{"id":"W7115813212","doi":"","title":"THE ‘POOR COUSIN’ OF HEALTH POLICY - COMPARING HOME CARE POLICY CHANGE IN ONTARIO AND SASKATCHEWAN IN THE ERA OF AUSTERITY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad Surcolombiana; Health Canada; Ontario Medical Association; World Health Organization","keywords":"Austerity; Health care; Public policy; Health policy; Health care reform; Social policy; Home health; Healthcare policy","score_opus":0.041274145845232854,"score_gpt":0.332794582176431,"score_spread":0.2915204363311981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902125,0.0025150492,0.0000011395362,0.0034614047,0.0007544142,0.0014264392,0.000065695946,0.000024248533,0.08962663],"genre_scores_gemma":[0.94207954,0.00041444317,0.000015915539,0.00016594959,0.00014165678,0.0000078818675,0.00017301456,0.000028339626,0.05697327],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978869,0.0005714477,0.000528244,0.0003031425,0.0002454145,0.00046487342],"domain_scores_gemma":[0.9988994,0.00018895412,0.00043726916,0.0002913422,0.00012124735,0.00006176762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037747217,0.00024998837,0.00064118527,0.0004472163,0.0003222134,0.000019708054,0.00038695172,0.00030004926,0.0006772364],"category_scores_gemma":[0.000014152686,0.00019392477,0.0000899492,0.0011725739,0.00008845951,0.0000903069,0.00013394994,0.0012808591,0.0000038537883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044685917,0.00005676554,0.055824295,0.0025858907,0.00004734287,0.000020242976,0.7045086,0.000002359996,0.000008358693,0.0010152464,0.00039666373,0.23508735],"study_design_scores_gemma":[0.0008955449,0.00012038346,0.39124122,0.0015708114,0.000051421466,0.0000010906559,0.5384857,0.0000052523446,0.000003457069,0.00014952863,0.0673092,0.00016637745],"about_ca_topic_score_codex":0.8373394,"about_ca_topic_score_gemma":0.98745805,"teacher_disagreement_score":0.3354169,"about_ca_system_score_codex":0.0013713355,"about_ca_system_score_gemma":0.003297733,"threshold_uncertainty_score":0.79080224},"labels":[],"label_agreement":null},{"id":"W7115813364","doi":"","title":"A Story That Carried Me with It: An Exploratory Analysis of COVID-19 Information Sources among Members of Six Nations of the Grand River","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Indigenous; Descriptive statistics; Reputation; Perception; Exploratory analysis; Exploratory research; Information source (mathematics); Social media","score_opus":0.01532594392940895,"score_gpt":0.2491443181673089,"score_spread":0.23381837423789995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6513731,0.00004092087,0.00008762589,0.000041524992,0.0002407405,0.00057183276,0.00012824949,0.000018667051,0.34749737],"genre_scores_gemma":[0.8047834,0.00035181674,0.000057767986,0.000027304288,0.000023228247,0.0000013317488,0.0004354635,0.000009186364,0.19431049],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822545,0.0005685123,0.00027813125,0.00018415914,0.00055936235,0.00018438733],"domain_scores_gemma":[0.9978874,0.00018160064,0.00096636906,0.00026933927,0.00056335557,0.00013196272],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039694837,0.00016285964,0.00038926865,0.0009788529,0.0019289737,0.000020347803,0.0004912664,0.0002561057,0.0026472076],"category_scores_gemma":[0.000016173375,0.00013131974,0.00018645308,0.0025195675,0.00048966805,0.0007800235,0.000004639905,0.00017064405,5.068702e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015044368,0.00007256918,0.014755856,0.0005097481,0.0006766797,5.39396e-7,0.9651159,0.001489184,0.0000013355454,0.01671281,0.00005018672,0.00046477024],"study_design_scores_gemma":[0.0004418184,0.000048631184,0.010188616,0.00013766145,0.0017592951,3.9668286e-8,0.6131393,0.000030530096,0.00014467319,0.000037712103,0.37388483,0.00018693789],"about_ca_topic_score_codex":0.10707946,"about_ca_topic_score_gemma":0.9749328,"teacher_disagreement_score":0.86785334,"about_ca_system_score_codex":0.00043449947,"about_ca_system_score_gemma":0.010883434,"threshold_uncertainty_score":0.9993704},"labels":[],"label_agreement":null},{"id":"W7115813374","doi":"","title":"Influencing Factors on Rural Maternity Care Practice","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Maternity care; Thematic analysis; Work (physics); Interpersonal communication; Rural health; Primary care; Public health; Rural area","score_opus":0.029171286984828276,"score_gpt":0.3451038702648179,"score_spread":0.31593258327998963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36949092,0.0013428433,0.0000066061752,0.0003522797,0.006817014,0.002136626,0.00033821785,0.00046520177,0.6190503],"genre_scores_gemma":[0.40457293,0.00058305106,0.00014703888,0.00080474955,0.00044386974,0.0000064281207,0.00085233484,0.00022737123,0.5923622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907588,0.0023165555,0.0014248102,0.0017289926,0.0014042645,0.0023666183],"domain_scores_gemma":[0.99352324,0.0014267217,0.0015025473,0.0011306254,0.0012919243,0.0011249234],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0003934847,0.0017041308,0.0014594682,0.0008462573,0.0027299363,0.0002554571,0.0013889227,0.0026675093,0.19188091],"category_scores_gemma":[0.00033614627,0.0018251541,0.00057444785,0.0021006118,0.00016923383,0.001272203,0.00067237613,0.0056125666,0.009181473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009829445,0.0006330106,0.03989669,0.03912766,0.0016751577,0.0030604037,0.63908345,0.0010782923,0.0001195464,0.010724161,0.009078046,0.24569413],"study_design_scores_gemma":[0.00082137936,0.00042114162,0.0020141997,0.010049726,0.0007545022,0.0000033928554,0.51731455,0.00003808948,0.00007743171,0.00002919611,0.4676301,0.000846315],"about_ca_topic_score_codex":0.013387566,"about_ca_topic_score_gemma":0.0066624247,"teacher_disagreement_score":0.45855203,"about_ca_system_score_codex":0.005612326,"about_ca_system_score_gemma":0.0017199384,"threshold_uncertainty_score":0.9995705},"labels":[],"label_agreement":null},{"id":"W7115813378","doi":"","title":"Hospitals and the Digital Divide: Senior-Friendly Communication in the Age of Social Media and the Internet","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Checklist; The Internet; Focus group; Health professionals; Health care","score_opus":0.010226885611712425,"score_gpt":0.23501676176909134,"score_spread":0.22478987615737892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5584442,0.0012333031,0.000029952465,0.0079921875,0.00033626935,0.0018702954,0.00008009503,0.000047843452,0.42996585],"genre_scores_gemma":[0.939261,0.0009745804,0.000012731444,0.00005614409,0.000051951592,0.000006806441,0.00007216781,0.000018789748,0.059545834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967911,0.0013847231,0.0004361166,0.000471077,0.00053103577,0.00038590757],"domain_scores_gemma":[0.99611104,0.0020283535,0.00094776927,0.0007333855,0.00013337823,0.000046073914],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0010460729,0.000383884,0.00067052623,0.00014219801,0.0014092225,0.00062152557,0.0032056847,0.0005694151,0.0009172822],"category_scores_gemma":[0.0006104278,0.0002389203,0.00020436727,0.00048789888,0.009986604,0.0006836545,0.0007021748,0.0009473007,0.0000061421865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011489268,0.00008048329,0.008301291,0.00008609954,0.00024774243,0.0000326619,0.573005,3.7735245e-7,0.000004106236,0.11791837,0.0005751427,0.29859975],"study_design_scores_gemma":[0.01114925,0.00008746108,0.09430149,0.0004253689,0.00059619406,0.000006515401,0.72436106,0.0000416507,0.000017402675,0.010336231,0.15810698,0.0005704065],"about_ca_topic_score_codex":0.0026559539,"about_ca_topic_score_gemma":0.049181163,"teacher_disagreement_score":0.38081682,"about_ca_system_score_codex":0.00007032493,"about_ca_system_score_gemma":0.00010850735,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W7115813384","doi":"","title":"Demonstrating value: How and to what extent public relations practitioners can better measure the impact of their work.","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Measure (data warehouse); Set (abstract data type); Data collection","score_opus":0.03369693144497759,"score_gpt":0.27198568354429575,"score_spread":0.23828875209931816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6095786,0.0013187065,0.0016727885,0.07653831,0.0010061858,0.0032306206,0.00011420789,0.00021440463,0.30632615],"genre_scores_gemma":[0.87550414,0.0011410635,0.000312335,0.00007577471,0.00008576204,0.0000129957,0.00022718987,0.0000464341,0.12259433],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99621916,0.0014458188,0.00045600225,0.00061026315,0.0006964301,0.0005723319],"domain_scores_gemma":[0.99647355,0.0007506572,0.0009322779,0.00072795426,0.0007627594,0.00035277288],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010896802,0.00045618316,0.00045213036,0.0005300403,0.0024391352,0.0015119,0.0010740679,0.00051675877,0.0048634643],"category_scores_gemma":[0.0002852148,0.00038399734,0.00042096022,0.0044292808,0.00040583475,0.0025222846,0.00026365594,0.0008416342,0.00002580737],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001152322,0.00019975759,0.029017327,0.000045793433,0.0011266988,0.0000059858994,0.10062386,0.0013858818,0.00016255239,0.010350241,0.002276393,0.85469025],"study_design_scores_gemma":[0.0006448513,0.00018474738,0.11494299,0.0008677325,0.0004410374,0.0000029387838,0.8281329,0.0010960803,0.000015172282,0.0007648713,0.0521373,0.0007693658],"about_ca_topic_score_codex":0.002741277,"about_ca_topic_score_gemma":0.007382188,"teacher_disagreement_score":0.85392094,"about_ca_system_score_codex":0.00061084295,"about_ca_system_score_gemma":0.0009601277,"threshold_uncertainty_score":0.9998612},"labels":[],"label_agreement":null},{"id":"W7115813444","doi":"","title":"Dialogue Summary: Organizing a Care System for Older Adults in Ontario","year":2011,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Stakeholder; Older people; Long-term care; Qualitative research; Health care","score_opus":0.01355818036403662,"score_gpt":0.17454256986517167,"score_spread":0.16098438950113506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813444","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024661685,0.0013233612,0.00047592798,0.000007843603,0.0023735466,0.007882294,0.0017153712,0.00063318096,0.9831223],"genre_scores_gemma":[0.046768796,0.00003361292,0.0015423521,0.00003506712,0.0004042929,0.000026066093,0.0008813252,0.0027352043,0.9475733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99062103,0.00078936527,0.00123069,0.0037454825,0.00082787825,0.0027855427],"domain_scores_gemma":[0.9945823,0.00019337167,0.0016533192,0.0019262937,0.0007516035,0.0008930897],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003276173,0.0027000613,0.0029041215,0.002523973,0.00052064384,0.00026534067,0.002926906,0.0026999882,0.50578016],"category_scores_gemma":[0.00003774755,0.0034558498,0.001007428,0.002691447,0.0004254506,0.0008500915,0.0014924074,0.001987915,0.009359377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028096315,0.0035272476,0.21883044,0.03727596,0.006657609,0.012784305,0.30107933,0.00014291151,0.00026602848,0.0075868913,0.06644792,0.31730503],"study_design_scores_gemma":[0.018191481,0.00043085433,0.0038219509,0.018033179,0.0014776622,0.00003460077,0.08249794,0.000036073863,0.0001402549,0.000004169555,0.8720524,0.0032794909],"about_ca_topic_score_codex":0.30892822,"about_ca_topic_score_gemma":0.9530972,"teacher_disagreement_score":0.8056044,"about_ca_system_score_codex":0.017937964,"about_ca_system_score_gemma":0.0026886058,"threshold_uncertainty_score":0.9985947},"labels":[],"label_agreement":null},{"id":"W7115813447","doi":"","title":"Environmental Controls on Growth in Different-Age Pine Plantation Forests","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dendrochronology; Precipitation; Climate change; Ecosystem; Forest ecology; Global warming; δ13C; Forest management","score_opus":0.00898562498441509,"score_gpt":0.18467099685888091,"score_spread":0.1756853718744658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78538257,0.00006303639,0.0000053532176,0.000018757164,0.00034219457,0.00036336025,0.00035306165,0.000039192084,0.21343246],"genre_scores_gemma":[0.8137601,0.00007589204,0.00001685516,0.000030849777,0.000040959818,3.0172833e-7,0.002754616,0.000012945491,0.18330745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849916,0.0001486108,0.00019924462,0.0004722684,0.00031948983,0.00036124804],"domain_scores_gemma":[0.99931955,0.00023543477,0.0001719864,0.00016548263,0.000007226912,0.00010033448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000049903232,0.00035574875,0.00038580425,0.00034833714,0.00007875547,0.00006165157,0.00032706204,0.000251277,0.05363315],"category_scores_gemma":[0.000011622212,0.0003359192,0.00010741784,0.00016717582,0.000035614896,0.00021528784,0.000013549525,0.00031354817,0.00077958184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038887411,0.0000963459,0.85396314,0.00019352695,0.000076827564,0.0006816608,0.000608052,0.00065846014,0.00026020207,0.00010313301,0.00007967686,0.13939022],"study_design_scores_gemma":[0.0016395457,0.00027777153,0.98996425,0.0001915575,0.00005086477,0.000003424098,0.0011412401,0.00039888173,0.0001987337,0.00003108288,0.0057405713,0.00036209825],"about_ca_topic_score_codex":0.0006987069,"about_ca_topic_score_gemma":0.03819531,"teacher_disagreement_score":0.13902812,"about_ca_system_score_codex":0.00006228834,"about_ca_system_score_gemma":0.00003191035,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W7115813451","doi":"","title":"Dialogue Summary: Promoting Healthy Weights Using Population-based Interventions in Canada","year":2012,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Key (lock); Stakeholder; Intervention (counseling)","score_opus":0.03128910023643187,"score_gpt":0.23277620139067623,"score_spread":0.20148710115424437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030187143,0.0029792162,0.0015545208,0.0003008396,0.0046597715,0.0060564093,0.003534836,0.00038029862,0.95034695],"genre_scores_gemma":[0.22762692,0.00003609148,0.0031762656,0.00018352199,0.00071068585,0.0000062375802,0.0015194995,0.0017226742,0.7650181],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904857,0.0022248295,0.001623327,0.0018882881,0.0011285057,0.0026492963],"domain_scores_gemma":[0.9946602,0.00029910414,0.0024425194,0.0011881975,0.00022369636,0.0011862941],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000587249,0.0017113265,0.0019222229,0.002593567,0.000713269,0.00016754058,0.0014913616,0.00089039054,0.47784472],"category_scores_gemma":[0.000070878,0.0022569196,0.0008446508,0.0042036003,0.00019786546,0.0009236161,0.00065935653,0.0016534944,0.00081520615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00090475706,0.0014985871,0.899108,0.004688385,0.0008284907,0.0011497919,0.00065658434,0.0049641463,0.000046719455,0.0009605609,0.0031386192,0.08205536],"study_design_scores_gemma":[0.007964505,0.00023606519,0.039997146,0.017634057,0.0015115143,0.00002223874,0.0019367856,0.02043,0.00002756907,0.000041022635,0.9062096,0.003989524],"about_ca_topic_score_codex":0.982257,"about_ca_topic_score_gemma":0.99848783,"teacher_disagreement_score":0.9030709,"about_ca_system_score_codex":0.026299197,"about_ca_system_score_gemma":0.008417987,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W7115813493","doi":"","title":"Effect of wildfire burn severity on dissolved organic carbon concentration and dissolved organic matter composition export from Boreal Shield peatlands 3- to 5-years post-wildfire","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Boreal; Dissolved organic carbon; Carbon sink; Taiga; Hydrology (agriculture); Water table; Total organic carbon","score_opus":0.00322824892248091,"score_gpt":0.18657178515756698,"score_spread":0.18334353623508606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92893595,0.000020222871,0.000018633535,0.00012725811,0.00026113229,0.0005981504,0.00010720014,0.000045878387,0.069885574],"genre_scores_gemma":[0.969388,0.00003656269,0.000024333911,0.00015841046,0.00005162729,0.000004137914,0.003813446,0.0000343613,0.026489127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798846,0.00021005074,0.00031753938,0.00079024676,0.0003158826,0.00037780468],"domain_scores_gemma":[0.9990425,0.00014514386,0.00025359128,0.00034292467,0.000015409121,0.0002003993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010640665,0.00045938077,0.0006316905,0.00008415907,0.00015063833,0.000051968742,0.0003545729,0.00045785538,0.0150890825],"category_scores_gemma":[0.00001436163,0.00046386212,0.00012197021,0.00040661637,0.000073531926,0.00016372443,0.00017612279,0.00034764278,0.000035244822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004573103,0.0002226421,0.90317774,0.00016652573,0.00025080526,0.00019679066,0.0028897058,0.000016825717,0.044802397,0.000007804155,0.00089198834,0.042803645],"study_design_scores_gemma":[0.0022715952,0.0012439014,0.985035,0.0003370333,0.0004576069,0.0000040769487,0.0007362551,0.00022086967,0.0073164497,0.000015511523,0.0017578754,0.00060384115],"about_ca_topic_score_codex":0.0023507376,"about_ca_topic_score_gemma":0.00595763,"teacher_disagreement_score":0.08185722,"about_ca_system_score_codex":0.0003325267,"about_ca_system_score_gemma":0.000042375796,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W7115813574","doi":"","title":"Intergenerational Voices: Exploring South Asian Multigenerational Living","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Thematic analysis; Perspective (graphical); Autonomy; Life course approach; Identity (music); Qualitative research; Focus group; Power (physics)","score_opus":0.025942671912434354,"score_gpt":0.24223571838988506,"score_spread":0.2162930464774507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813574","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021916611,0.0001249756,0.0026277073,0.00019339535,0.0042740596,0.0003091256,0.000096892145,0.00013518,0.9703221],"genre_scores_gemma":[0.13402864,0.00011707761,0.000828278,0.00011916095,0.0010436343,0.000012157738,0.0007271264,0.000033280015,0.86309063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768305,0.00027713343,0.00032740572,0.00062173174,0.00065859157,0.0004320617],"domain_scores_gemma":[0.9988446,0.00012090281,0.00023088382,0.00018921318,0.00045685458,0.00015751574],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025719506,0.0003521548,0.00029842337,0.00041646764,0.0013594531,0.00033214042,0.0005956531,0.00037257592,0.047146223],"category_scores_gemma":[0.00012823932,0.00045007368,0.00027930006,0.00056107587,0.00006260696,0.00060773885,0.00009929821,0.00039624693,0.000063419815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016007415,0.00019521134,0.002364206,0.0002752149,0.000661486,0.00007557499,0.09456707,0.004126782,0.000824671,0.64411116,0.0051097167,0.24752882],"study_design_scores_gemma":[0.0003604513,0.00003826334,0.0017102276,0.0009699343,0.00016777006,5.225575e-7,0.13149789,0.003844443,0.000121325684,0.00022409672,0.86006886,0.0009962532],"about_ca_topic_score_codex":0.0008811566,"about_ca_topic_score_gemma":0.07528674,"teacher_disagreement_score":0.85495913,"about_ca_system_score_codex":0.0006316874,"about_ca_system_score_gemma":0.0010507161,"threshold_uncertainty_score":0.99994063},"labels":[],"label_agreement":null},{"id":"W7115813582","doi":"","title":"Desire for Control, Self-Efficacy, and Tinnitus Distress","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tinnitus; Distress; Perception; Psychological intervention; Personality; Quality of life (healthcare)","score_opus":0.029065754626445083,"score_gpt":0.24635435932564306,"score_spread":0.21728860469919797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43600157,0.00025672093,0.0015047005,0.00018014132,0.0026959144,0.004364804,0.0009058516,0.0017397027,0.5523506],"genre_scores_gemma":[0.2505205,0.00019240535,0.0005385224,0.00015509143,0.00019355658,0.000009333893,0.0001848223,0.00018303008,0.74802274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975686,0.00015774377,0.00028665186,0.0010094909,0.00034174862,0.00063577195],"domain_scores_gemma":[0.99841326,0.00054053986,0.00027224267,0.00040192084,0.00012037361,0.00025168483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000105190375,0.00046988452,0.0004819858,0.00024741335,0.00040081167,0.00017882229,0.00060837786,0.000430311,0.002051993],"category_scores_gemma":[0.00026097608,0.0005624249,0.00014600337,0.0005844191,0.00010037338,0.00014731233,0.00014061046,0.00039355343,0.0001375244],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031237595,0.0008801424,0.0010493188,0.003355873,0.00039462594,0.0012131192,0.0040173503,0.0003892465,0.023127833,0.011543897,0.004437135,0.9464677],"study_design_scores_gemma":[0.011712179,0.00077916944,0.014879073,0.00071266684,0.0011085268,0.000029669654,0.004999864,0.003098411,0.018981554,0.00059076963,0.94060594,0.0025021636],"about_ca_topic_score_codex":0.000043338445,"about_ca_topic_score_gemma":0.0002597212,"teacher_disagreement_score":0.94396555,"about_ca_system_score_codex":0.00013847707,"about_ca_system_score_gemma":0.00016075917,"threshold_uncertainty_score":0.9996827},"labels":[],"label_agreement":null},{"id":"W7115813607","doi":"","title":"Power Saving and Load Balancing for Solar WLAN","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Load balancing (electrical power); Wireless; Impossibility; Power saving; Bandwidth (computing); Service (business); Service provider; Wireless lan; Admission control","score_opus":0.004483121824684228,"score_gpt":0.1806488204607827,"score_spread":0.1761656986360985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813607","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19778122,0.0007359695,0.0018461194,0.000027163793,0.00065493747,0.0006562864,0.000045530258,0.00036434756,0.79788846],"genre_scores_gemma":[0.48698524,0.000050808336,0.0008844557,0.000019963778,0.00013316702,0.0000027870435,0.00012252406,0.00009087733,0.51171017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902314,0.000017732844,0.00015231363,0.000316739,0.00013800494,0.00035205935],"domain_scores_gemma":[0.9995034,0.00004448898,0.00004768775,0.00018430238,0.00011366585,0.00010647836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083443476,0.00029337723,0.000298772,0.00010734292,0.00012569278,0.000059361748,0.000179768,0.000303351,0.007497857],"category_scores_gemma":[0.000016722517,0.00035754876,0.000114825394,0.00015358227,0.000020504332,0.00021087122,0.000031432864,0.00025864216,0.000010219457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059912953,0.00008643292,0.012993921,0.0050931927,0.00062129856,0.00017918255,0.01144648,0.0012397955,0.0025443544,0.0017840724,0.0039268755,0.9594853],"study_design_scores_gemma":[0.0013564384,0.00008592378,0.011902568,0.00022869509,0.00018981959,0.000004554814,0.018668251,0.0038219446,0.0003121774,0.00017317494,0.9622954,0.0009610243],"about_ca_topic_score_codex":0.00003470124,"about_ca_topic_score_gemma":0.0018877672,"teacher_disagreement_score":0.9585242,"about_ca_system_score_codex":0.00042020425,"about_ca_system_score_gemma":0.00007014399,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W7115813716","doi":"","title":"Special Health Need among Canadian Kindergarten Children: A Pre-Post COVID-19 Onset Analysis Using the Early Development Instrument","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Mental health; Socioeconomic status; Pandemic; Association (psychology); Odds; Odds ratio; Census; El Niño","score_opus":0.02995252925955651,"score_gpt":0.2909889051208591,"score_spread":0.2610363758613026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813716","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70432013,0.00005028966,0.00010497486,0.0006342272,0.00088634226,0.0013584488,0.0003569759,0.00005317133,0.29223543],"genre_scores_gemma":[0.31274167,0.000006698255,0.00017137024,0.0013359418,0.0003254402,0.000012008212,0.003979462,0.000044031236,0.6813834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963424,0.0006830771,0.00050137384,0.0009598439,0.00053423364,0.0009790703],"domain_scores_gemma":[0.9977627,0.00012032922,0.00030126658,0.00073701254,0.00014861312,0.0009300793],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042641565,0.00047787305,0.0006433181,0.001340983,0.0011417468,0.00017930179,0.0009894472,0.0005037849,0.1313142],"category_scores_gemma":[0.000044618984,0.0004683251,0.00036578233,0.0025474343,0.00016758512,0.00014821143,0.00013883675,0.0008084629,0.00008135307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009709454,0.0002500686,0.8311469,0.00018360191,0.004629609,0.00018239736,0.034730576,0.00023480998,0.0000010558233,0.00049603946,0.010096094,0.117077895],"study_design_scores_gemma":[0.00091095007,0.000095646916,0.8081136,0.000059150298,0.00057861296,0.0000036155388,0.05654374,0.000028163904,0.000003439275,0.000012439936,0.13318485,0.00046583527],"about_ca_topic_score_codex":0.7148857,"about_ca_topic_score_gemma":0.96960527,"teacher_disagreement_score":0.39157847,"about_ca_system_score_codex":0.0027287176,"about_ca_system_score_gemma":0.007428939,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W7115813723","doi":"","title":"DOMAIN-SPECIFIC ADAPTATION AND MULTI-HOP REASONING IN CHEMISTRY AND BIOMEDICINE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Graph Neural Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alliance de recherche numérique du Canada; Mitacs; McMaster University","keywords":"Biomedicine; Adaptation (eye); Pipeline (software); Bridge (graph theory); Embedding; Domain (mathematical analysis)","score_opus":0.013363919174536894,"score_gpt":0.21094524971601417,"score_spread":0.19758133054147728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813723","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089522354,0.00947964,0.70176935,0.0004075936,0.0011515212,0.0010674539,0.000019711697,0.00041018432,0.19617216],"genre_scores_gemma":[0.028718444,0.0045606256,0.29893276,0.00016278184,0.00015225542,0.000006646961,0.00033421876,0.0000689878,0.6670633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986646,0.00004977618,0.00018563583,0.00068808644,0.00015444472,0.00025744538],"domain_scores_gemma":[0.99935466,0.000074401716,0.00015738545,0.0002566731,0.00005842456,0.00009843288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006527372,0.00027460215,0.00029096028,0.00016154468,0.00011331072,0.00007342035,0.00038980637,0.00024463166,0.0003068966],"category_scores_gemma":[0.0000048876573,0.00031585846,0.000037451326,0.0010064207,0.000056799665,0.0003794716,0.00017295286,0.0003706254,0.0000013076783],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011165722,0.00003378894,0.0004955572,0.00023944471,0.000029505623,0.00027499293,0.0018703192,0.00012824993,0.001762757,0.0051477384,0.00007912823,0.98982686],"study_design_scores_gemma":[0.010689801,0.00021423682,0.019263694,0.0049746395,0.00012159992,0.000060799335,0.026936868,0.066922516,0.0018265119,0.0027726667,0.86371684,0.0024998442],"about_ca_topic_score_codex":0.000033720084,"about_ca_topic_score_gemma":0.00042315436,"teacher_disagreement_score":0.98732704,"about_ca_system_score_codex":0.000090775495,"about_ca_system_score_gemma":0.000046494642,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W7115813756","doi":"","title":"PRoud and fabulous: The career experiences of gay male public relations practitioners in Canada","year":2016,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Focus group; Gender relations; Lived experience; Focus (optics); Intersectionality","score_opus":0.022161923727826084,"score_gpt":0.23987103026018977,"score_spread":0.2177091065323637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813756","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31207076,0.0005709503,0.000102881044,0.003498615,0.0003763954,0.0006871168,0.0000280621,0.000012285927,0.68265295],"genre_scores_gemma":[0.7628933,0.00077900116,0.000056426,0.000030090318,0.000027357,0.000014692421,0.000055241835,0.000012590307,0.23613128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714756,0.00083754736,0.00049988745,0.00044819427,0.0006451701,0.00042164468],"domain_scores_gemma":[0.9976875,0.0004672272,0.0007844436,0.00047492897,0.00042446473,0.00016139663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004469947,0.00027043358,0.00032888938,0.00027271712,0.0011869541,0.00015120838,0.00097516814,0.00028211297,0.047812738],"category_scores_gemma":[0.00014664841,0.00022666345,0.00009082043,0.0016590336,0.0005062197,0.0013551335,0.0001578436,0.00041537205,0.000010214865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015184312,0.0002432248,0.11138578,0.00012471683,0.00031641935,0.000023897319,0.5089707,0.0000862188,0.000064541164,0.06652245,0.0024619421,0.30964828],"study_design_scores_gemma":[0.00035707038,0.000024154324,0.008631135,0.00013774897,0.00005787529,0.0000016992476,0.7258496,0.00012103692,0.000010990078,0.00011147327,0.26445082,0.0002463563],"about_ca_topic_score_codex":0.6467725,"about_ca_topic_score_gemma":0.96266204,"teacher_disagreement_score":0.45082256,"about_ca_system_score_codex":0.001036071,"about_ca_system_score_gemma":0.0044468218,"threshold_uncertainty_score":0.9530577},"labels":[],"label_agreement":null},{"id":"W7115813841","doi":"","title":"Reputation and representation: Study of Ontario public relations and its Black female practitioners","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Diversity (politics); White (mutation); Black women; Public opinion; Black female; Black male","score_opus":0.05221759484000206,"score_gpt":0.2947017440110176,"score_spread":0.24248414917101557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6099204,0.00012806847,0.0001070136,0.00039161777,0.00017171467,0.0010182975,0.000008891704,0.00003173905,0.38822225],"genre_scores_gemma":[0.6194822,0.0003395074,0.0003073725,0.000009924471,0.000043049735,0.000005345091,0.00019686257,0.000018523211,0.3795972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99653316,0.000931797,0.000704449,0.00083693926,0.0006660778,0.00032760686],"domain_scores_gemma":[0.9964002,0.0002684405,0.0013762406,0.00051817205,0.001185773,0.00025118224],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006168076,0.00035328127,0.0004697646,0.000588097,0.0017151228,0.0003786401,0.00045364528,0.00048316972,0.030131474],"category_scores_gemma":[0.00021048923,0.0004454475,0.00010186783,0.0018782255,0.00041573594,0.0029171954,0.0002334306,0.0005108936,0.000040631425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040476458,0.0017403876,0.114255175,0.00016029476,0.0009477092,0.00001531418,0.7571537,0.00017066472,0.000056886856,0.033284534,0.00060478284,0.09120577],"study_design_scores_gemma":[0.0019939232,0.0005924009,0.09800618,0.00014359741,0.00072068017,0.0000031038878,0.70080763,0.0009917464,0.000014374465,0.0004329801,0.19575131,0.00054208736],"about_ca_topic_score_codex":0.025579596,"about_ca_topic_score_gemma":0.27585208,"teacher_disagreement_score":0.25027248,"about_ca_system_score_codex":0.0006259429,"about_ca_system_score_gemma":0.0011040227,"threshold_uncertainty_score":0.9997997},"labels":[],"label_agreement":null},{"id":"W7115813863","doi":"","title":"Uncovering religious and occupational stereotypes using implicit face perception measures","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Ingroups and outgroups; Perception; Preference; Set (abstract data type); Affect (linguistics); Social identity theory; Face (sociological concept); Identity (music); Social perception","score_opus":0.0400705197837864,"score_gpt":0.26720441428989705,"score_spread":0.22713389450611066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8142107,0.0000673108,0.0015262298,0.000037057198,0.000584933,0.00041259037,0.00013018878,0.0001530636,0.18287791],"genre_scores_gemma":[0.63386035,0.0008762204,0.00056749943,0.00028532234,0.00010807931,0.000002135289,0.00028454314,0.000049268183,0.36396658],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984447,0.0001518065,0.00020044536,0.00064161397,0.00030912962,0.0002523517],"domain_scores_gemma":[0.9994131,0.00007457199,0.00016516104,0.00016106956,0.00009355079,0.000092556314],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058313453,0.0003133158,0.00026224728,0.0003413303,0.00031291434,0.00013898688,0.00019772117,0.00031240378,0.0101335915],"category_scores_gemma":[0.00005103647,0.0003689459,0.00011082197,0.0004233026,0.000043293996,0.0003505085,0.00006869864,0.0003031407,0.00007175693],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011754143,0.0000878692,0.0019499874,0.0006116704,0.000057985544,0.0000511023,0.0030278086,0.0011625297,0.23839937,0.0004123626,0.00048255076,0.75258136],"study_design_scores_gemma":[0.009039015,0.0007196634,0.07926297,0.0049959132,0.001837211,0.00018046383,0.07332264,0.013408501,0.050173823,0.0028728337,0.7576402,0.006546777],"about_ca_topic_score_codex":0.00029100987,"about_ca_topic_score_gemma":0.0008464501,"teacher_disagreement_score":0.7571576,"about_ca_system_score_codex":0.000296501,"about_ca_system_score_gemma":0.00016259354,"threshold_uncertainty_score":0.99987626},"labels":[],"label_agreement":null},{"id":"W7115813867","doi":"","title":"Component CO2 Emissions of Planted Pine Forests","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Carbon sink; Carbon flux; Forest ecology; Growing season; Global warming; Climate change; Carbon cycle; Sink (geography)","score_opus":0.013498416230920886,"score_gpt":0.19833166083950002,"score_spread":0.18483324460857914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813867","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78167856,0.00013285858,0.0000017776322,0.0001119414,0.00012529115,0.00025713324,0.00028135965,0.00008997426,0.21732108],"genre_scores_gemma":[0.38624957,0.00012879797,0.000045187782,0.000043158434,0.00007483244,6.3355736e-7,0.0041711507,0.0000028880484,0.60928375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986858,0.00011238171,0.00023769932,0.0003695577,0.00028761526,0.00030695196],"domain_scores_gemma":[0.9992205,0.00015076282,0.00029061286,0.000083923915,0.00010162649,0.00015255967],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052974425,0.00028952837,0.00039384674,0.000058321864,0.00014294563,0.000024035857,0.0005444597,0.00035180413,0.032307506],"category_scores_gemma":[0.000018444985,0.00014305463,0.00017574016,0.00056855625,0.000034925524,0.00008886543,0.000052316056,0.00027397016,0.00004228861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022864765,0.00026779325,0.0014954725,0.000072969924,0.00012552287,0.00029626733,0.00012532699,0.000024504712,0.31251466,0.00029113406,0.0041524577,0.6783474],"study_design_scores_gemma":[0.00061033346,0.00049605564,0.20320511,0.0005924891,0.00015524396,0.000020848858,0.001397167,0.00008511462,0.012924475,0.0000801904,0.77982765,0.0006053296],"about_ca_topic_score_codex":0.00039072183,"about_ca_topic_score_gemma":0.011601602,"teacher_disagreement_score":0.7756752,"about_ca_system_score_codex":0.000063144325,"about_ca_system_score_gemma":0.000036044676,"threshold_uncertainty_score":0.9685771},"labels":[],"label_agreement":null},{"id":"W7115813873","doi":"","title":"Teenage Syrian Refugees: Stress, Support, and Coping","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Refugee; Stressor; Psychosocial; Acculturation; Interpretative phenomenological analysis; Syrian refugees; Mental health","score_opus":0.014911269456866147,"score_gpt":0.26253332176985544,"score_spread":0.24762205231298928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813873","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011989434,0.0006327385,0.00008676682,0.00025335018,0.0009933431,0.00050899776,0.00015617024,0.0001608846,0.9852183],"genre_scores_gemma":[0.03943732,0.00015726223,0.00016245818,0.00048268682,0.00024939128,0.0000033658644,0.0016245581,0.000067728404,0.95781523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826986,0.00014335685,0.00028503584,0.00069869694,0.0001830693,0.00041998393],"domain_scores_gemma":[0.9990119,0.00005005829,0.00026529995,0.00028497863,0.0000622353,0.00032554055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055142482,0.00035031044,0.0004048485,0.00017994859,0.00022486354,0.000059998732,0.00028710073,0.00046286892,0.13967475],"category_scores_gemma":[0.000009090023,0.00040654448,0.00009949804,0.00035146362,0.00004581171,0.00015589032,0.000042249794,0.0004829903,0.00041775304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029159093,0.00037367805,0.01618838,0.0043924926,0.0011231357,0.002753959,0.08717427,0.000005249081,0.00010341924,0.07505352,0.12503304,0.68488294],"study_design_scores_gemma":[0.0011802258,0.00018714095,0.0069261296,0.0001547522,0.0001645658,0.000007215836,0.020410258,0.0000063916523,0.000039787617,0.00004119174,0.97049046,0.00039189804],"about_ca_topic_score_codex":0.0003914726,"about_ca_topic_score_gemma":0.0054141553,"teacher_disagreement_score":0.84545743,"about_ca_system_score_codex":0.00007316163,"about_ca_system_score_gemma":0.00013447188,"threshold_uncertainty_score":0.99983865},"labels":[],"label_agreement":null},{"id":"W7115813899","doi":"","title":"Becoming-Artwork","year":2008,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phenomenon; Compromise; Order (exchange); Improvisation; Musical; Production (economics); Natural (archaeology)","score_opus":0.03069330501435983,"score_gpt":0.2643684868881959,"score_spread":0.2336751818738361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813899","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01770482,0.0002784226,0.000167168,0.0004092826,0.0021895897,0.00054172566,0.00003241755,0.00013565147,0.9785409],"genre_scores_gemma":[0.14066122,0.00193414,0.00012018466,0.00021939064,0.0005654914,0.0000011906145,0.00011182809,0.00007458022,0.856312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957856,0.00057998765,0.0004410834,0.0011242783,0.0009799537,0.0010891223],"domain_scores_gemma":[0.99773085,0.00028934213,0.00069746526,0.00046342507,0.00032672717,0.0004922104],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034053737,0.00073753874,0.00076840556,0.00031973195,0.0035284355,0.00028212118,0.0014836832,0.0013041801,0.2475448],"category_scores_gemma":[0.00004881933,0.0009365071,0.00059053017,0.0013824133,0.00078226125,0.00069763546,0.00021907393,0.0015108187,0.0010059696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008255377,0.00089846976,0.0018941485,0.00037223307,0.00088946806,0.001610218,0.22794747,0.00009168494,0.00026967382,0.0928202,0.0077039693,0.6646769],"study_design_scores_gemma":[0.00083174487,0.00012565355,0.00060564565,0.0003317946,0.00022179175,0.0000045214756,0.07406929,0.00006267518,0.00009646555,0.00066715933,0.92198855,0.0009946966],"about_ca_topic_score_codex":0.003481062,"about_ca_topic_score_gemma":0.011135183,"teacher_disagreement_score":0.9142846,"about_ca_system_score_codex":0.00051007734,"about_ca_system_score_gemma":0.0009919812,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W7115813979","doi":"","title":"TRANSIENTS IN A SMALL LEAD COOLED REACTOR","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering; McMaster University","keywords":"Coolant; Flow (mathematics); Modular design; Lead (geology); Heat transfer; Sensitivity (control systems); Mass flow; Computational fluid dynamics; Natural circulation","score_opus":0.011919778002094763,"score_gpt":0.17973866170634462,"score_spread":0.16781888370424985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115813979","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32741612,0.000119159726,0.00023774175,0.0000137337065,0.0018895417,0.00045732857,0.00004105443,0.0017115292,0.66811377],"genre_scores_gemma":[0.18111046,0.0001917499,0.0004373093,0.000017764245,0.00012953763,0.0000040808463,0.00044619988,0.0005181103,0.8171448],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987965,0.000030793675,0.00022705636,0.00035215062,0.00014711161,0.00044638713],"domain_scores_gemma":[0.9994909,0.00003773034,0.000045586745,0.00028938468,0.000030579202,0.00010578165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053995056,0.00040960475,0.00040050235,0.00045404912,0.000025423646,0.00003795964,0.0004512095,0.0004500646,0.005436758],"category_scores_gemma":[0.000008548523,0.00055475184,0.00013866101,0.0008135608,0.000014847646,0.0001252099,0.000028922661,0.0006177615,0.0006113595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078997266,0.00023355083,0.0005891977,0.0042709517,0.0010215131,0.003132986,0.01284671,0.12579201,0.025337148,0.0006271961,0.005076456,0.82028234],"study_design_scores_gemma":[0.0044555087,0.00013653203,0.020869434,0.0019375363,0.0003634744,0.000009365105,0.00636333,0.044045698,0.0030962387,0.00007768264,0.91561955,0.0030256698],"about_ca_topic_score_codex":0.000094089206,"about_ca_topic_score_gemma":0.005581142,"teacher_disagreement_score":0.9105431,"about_ca_system_score_codex":0.00032497247,"about_ca_system_score_gemma":0.0000304851,"threshold_uncertainty_score":0.9996904},"labels":[],"label_agreement":null},{"id":"W7115814000","doi":"","title":"Methane Cycling in Oil Sands Pit Lakes: Influence and Impact of Carbon Sources, Temperature, and Microbial Communities","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Tailings; Methane; Water column; Biogeochemical cycle; Petroleum; Greenhouse gas; Carbon cycle; Anaerobic oxidation of methane","score_opus":0.006827564418659725,"score_gpt":0.2155498661335836,"score_spread":0.20872230171492387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8299361,0.0014565737,1.7183301e-7,0.0000047476087,0.0000147257915,0.00000610473,0.00005489922,0.000022157461,0.1685045],"genre_scores_gemma":[0.6542373,0.0005735051,0.000021284477,0.0000054743296,0.000014312392,3.5394635e-7,0.00019659703,0.000013476697,0.34493774],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991089,0.000057007852,0.00023292803,0.00027033003,0.00011949363,0.00021133997],"domain_scores_gemma":[0.9993399,0.00008899208,0.0002240076,0.0001973911,0.00008642285,0.00006329947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007159973,0.00030386556,0.000547753,0.00034998724,0.000091777234,0.000072173556,0.00025774012,0.0003843366,0.0010855416],"category_scores_gemma":[0.000018000494,0.00032209125,0.00011720108,0.00041962077,0.00008884954,0.00011668155,0.00008326616,0.00054575776,1.587163e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013878824,0.0001939812,0.1415277,0.008773715,0.001394141,0.00012599782,0.014084625,0.001224742,0.56579167,0.000028320726,0.00001775428,0.26544946],"study_design_scores_gemma":[0.032266438,0.0007054503,0.04362676,0.06910244,0.010651046,0.00010372876,0.49176988,0.004268772,0.28570879,0.0002377483,0.051700152,0.0098588],"about_ca_topic_score_codex":0.0056790905,"about_ca_topic_score_gemma":0.009432827,"teacher_disagreement_score":0.47768527,"about_ca_system_score_codex":0.000097815166,"about_ca_system_score_gemma":0.00017796668,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W7115814038","doi":"","title":"eCurriculum and Online Assessment in Clinical Pharmacology & Toxicology: Developing a Virtual OSCE for Medical Students","year":2022,"lang":"","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical pharmacology; Online learning; Coronavirus disease 2019 (COVID-19); Pandemic; Online assessment; Objective structured clinical examination; Educational measurement; Curriculum","score_opus":0.04778034325836181,"score_gpt":0.3828014771186906,"score_spread":0.33502113386032883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814038","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8034579,0.0020832177,0.0067161475,0.0052755186,0.036175545,0.021504398,0.007002346,0.0008148965,0.11696998],"genre_scores_gemma":[0.06590511,0.026175942,0.018164337,0.008230431,0.0068336823,0.0003766841,0.005334878,0.0020503174,0.86692864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97838825,0.0054855393,0.004074195,0.0044922833,0.004820756,0.0027389508],"domain_scores_gemma":[0.9907219,0.0030096627,0.0029324116,0.00080712885,0.0008095887,0.0017192999],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009201927,0.0020515146,0.0043423604,0.0019634098,0.0009867932,0.00025260382,0.0050552846,0.0030984422,0.2797882],"category_scores_gemma":[0.00085813756,0.0025827272,0.0010124312,0.0031597642,0.0017248361,0.0006295619,0.013497195,0.0075594247,0.00009611175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0049442262,0.017123116,0.39959368,0.001492464,0.006854881,0.032498226,0.00086664484,0.0003109282,0.000108741544,0.0010715956,0.027997587,0.5071379],"study_design_scores_gemma":[0.025489956,0.0037364624,0.04619494,0.00079219847,0.0023344804,0.00064288784,0.010185325,0.0031907533,0.0000057385564,0.000019838022,0.90508586,0.0023215513],"about_ca_topic_score_codex":0.0003125472,"about_ca_topic_score_gemma":0.007196379,"teacher_disagreement_score":0.8770883,"about_ca_system_score_codex":0.010630811,"about_ca_system_score_gemma":0.017651137,"threshold_uncertainty_score":0.9992227},"labels":[],"label_agreement":null},{"id":"W7115814125","doi":"","title":"The gathering storm? An examination of diatoms as paleoenvironmental indicators of tropical cyclone activity that may have precipitated the Classic Maya Decline","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Tropical cyclone; Diatom; Benthic zone; Yucatan peninsula; Precipitation; Tropics; Abundance (ecology); Sediment; Water column","score_opus":0.01409360473570513,"score_gpt":0.2221552850828937,"score_spread":0.20806168034718858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95791435,0.00020383946,0.000050343202,0.0001105414,0.00017248697,0.00036215677,0.000089760084,0.000017964223,0.04107856],"genre_scores_gemma":[0.95533913,0.00031708207,0.000036113222,0.000009985404,0.00004125671,9.386714e-7,0.00021805326,0.0000075986122,0.04402982],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99787444,0.000512354,0.00024962024,0.00037893775,0.0006438192,0.00034080746],"domain_scores_gemma":[0.9988059,0.00041189347,0.000285111,0.00032091225,0.000034287965,0.00014189536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012767912,0.0002540113,0.00033164682,0.00013971985,0.00031943896,0.00005414794,0.0007949401,0.00027140818,0.011290695],"category_scores_gemma":[0.0000313259,0.00016442995,0.0001635602,0.00041482266,0.0003244285,0.00022212297,0.00007324528,0.0005411685,0.00001742818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006106229,0.00007069879,0.40546766,0.00007218717,0.00008024452,0.000011019909,0.00029982108,0.00006783911,0.00009051472,0.00014065321,0.0000068063514,0.59308195],"study_design_scores_gemma":[0.00043585966,0.00034301725,0.98145676,0.000052426145,0.000081830316,8.8574285e-7,0.0034543115,0.0004117095,0.0011386764,0.00006821445,0.012393247,0.00016307563],"about_ca_topic_score_codex":0.002131533,"about_ca_topic_score_gemma":0.051068675,"teacher_disagreement_score":0.5929189,"about_ca_system_score_codex":0.00003782711,"about_ca_system_score_gemma":0.000086073094,"threshold_uncertainty_score":0.9896131},"labels":[],"label_agreement":null},{"id":"W7115814189","doi":"","title":"Carbon dynamics of agricultural and forest ecosystems and remote sensing","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon sequestration; Agriculture; Ecosystem; Climate change; Eddy covariance; Ecosystem services; Terrestrial ecosystem; Global warming","score_opus":0.003936696435908774,"score_gpt":0.16036792455450238,"score_spread":0.1564312281185936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69380313,0.000079371726,0.000035961268,0.00001609078,0.00014205948,0.00011943849,0.000031015476,0.000021535803,0.30575138],"genre_scores_gemma":[0.53772956,0.00012367567,0.00044885243,0.0000034220238,0.000017674873,4.421473e-8,0.00035008407,0.000022518714,0.46130416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923515,0.000023054685,0.00014151994,0.00031149614,0.0001414346,0.00014732948],"domain_scores_gemma":[0.99969965,0.000016624117,0.000110091496,0.000097522476,0.000009579081,0.000066554625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003849993,0.00019356419,0.00021264282,0.000067338675,0.0000551693,0.000039889037,0.000088095054,0.00019999896,0.0005672227],"category_scores_gemma":[0.0000017072985,0.00017826061,0.00004538547,0.00021648855,0.00005461925,0.00008790361,0.00010961178,0.00018132727,0.0000061876453],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023810388,0.00004549656,0.03263004,0.002163377,0.0005084631,0.0003950444,0.0066727335,0.006090489,0.0040747025,0.0035228434,0.00017387752,0.94348484],"study_design_scores_gemma":[0.0010020217,0.00018219149,0.06521524,0.0015368845,0.001003608,0.00022107924,0.011062077,0.8955889,0.00018069122,0.001845956,0.020732906,0.0014284756],"about_ca_topic_score_codex":0.002441432,"about_ca_topic_score_gemma":0.06045991,"teacher_disagreement_score":0.94205636,"about_ca_system_score_codex":0.00016418096,"about_ca_system_score_gemma":0.000006897648,"threshold_uncertainty_score":0.95668423},"labels":[],"label_agreement":null},{"id":"W7115814190","doi":"","title":"Decoding digital trust: A multi-dimensional analysis of tech influencer credibility on YouTube","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Credibility; Reputation management; Representation (politics); Content analysis; Measure (data warehouse)","score_opus":0.019863956886953665,"score_gpt":0.22537345235550663,"score_spread":0.20550949546855296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84691864,0.00020843193,0.0004989747,0.00008198922,0.0015097682,0.00073199393,0.0002010596,0.00016442245,0.14968471],"genre_scores_gemma":[0.75699246,0.000021802896,0.00013648391,0.00008256756,0.00023513462,0.0000018601727,0.0015199047,0.00005942022,0.24095038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99626994,0.00004612287,0.0009074328,0.001352807,0.00088996283,0.000533734],"domain_scores_gemma":[0.99730855,0.00011698582,0.0011657779,0.00049551204,0.000848905,0.00006426492],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032807663,0.00073153665,0.0010569338,0.0027607125,0.00048746378,0.0010613413,0.00061883265,0.0005904981,0.048793845],"category_scores_gemma":[0.00013107403,0.00079427817,0.0011004932,0.007834148,0.00019819854,0.0024832091,0.00047376685,0.00066516583,0.0005464762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046277503,0.0027598906,0.3622522,0.009122787,0.020845596,0.0010895552,0.003065554,0.17876859,0.0013103228,0.011442201,0.0010673038,0.40364823],"study_design_scores_gemma":[0.0050152936,0.00028775187,0.23908733,0.0047964077,0.048031658,0.000004166567,0.027813341,0.55460155,0.00031519184,0.0017568634,0.11418912,0.0041013397],"about_ca_topic_score_codex":0.0012200776,"about_ca_topic_score_gemma":0.0036171344,"teacher_disagreement_score":0.3995469,"about_ca_system_score_codex":0.00034640808,"about_ca_system_score_gemma":0.00020053195,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W7115814248","doi":"","title":"Investigating macrophage dysfunction in pulmonary fibrosis","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Macrophage; Fibrosis; Lung; Interstitial lung disease; Pulmonary function testing","score_opus":0.010269714083366516,"score_gpt":0.21663969996179494,"score_spread":0.20636998587842842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15192744,0.001607005,0.000027207907,0.00013999321,0.0009324991,0.00055028975,0.000091817165,0.00012599553,0.84459776],"genre_scores_gemma":[0.2051726,0.00020222495,0.00042214402,0.0001845047,0.00030775677,0.0000046477867,0.0025188497,0.00008557336,0.7911017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979788,0.00012399133,0.00036018374,0.0007392989,0.00037218197,0.0004255595],"domain_scores_gemma":[0.99898463,0.000035450594,0.00020424316,0.00033410508,0.0001617512,0.00027978947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000075452874,0.00043025208,0.0006077862,0.00037128283,0.00013941119,0.000055661138,0.0001872135,0.00054601097,0.047452535],"category_scores_gemma":[0.000039161772,0.00050649093,0.00036931515,0.00087927276,0.000060090282,0.00024754056,0.00008837129,0.00073066435,0.00008289024],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01297966,0.0013906806,0.02325943,0.01040271,0.0006625554,0.019277627,0.0022185426,0.00012066176,0.090290464,0.0012239327,0.0035323647,0.8346414],"study_design_scores_gemma":[0.010640177,0.0048978645,0.21635586,0.036245488,0.0044023492,0.0006093947,0.07278696,0.004959418,0.009692971,0.00042690415,0.6341966,0.0047860495],"about_ca_topic_score_codex":0.00052580505,"about_ca_topic_score_gemma":0.0004332763,"teacher_disagreement_score":0.8298553,"about_ca_system_score_codex":0.00050232565,"about_ca_system_score_gemma":0.0003857102,"threshold_uncertainty_score":0.9997387},"labels":[],"label_agreement":null},{"id":"W7115814253","doi":"","title":"Toxicity of Metals to Chironomids, Cd Trophic Transfer from Chironomids to Zebrafish","year":2007,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chironomus riparius; Trophic level; Midge; Toxicity; Zebrafish; Ingestion; Aquatic ecosystem; Ecotoxicology; Aquatic animal; Larva","score_opus":0.009717901447297166,"score_gpt":0.20889357716684168,"score_spread":0.1991756757195445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7050884,0.000017947148,0.00041307404,0.00006979475,0.00039151675,0.0006696104,0.00014286875,0.000038315637,0.29316851],"genre_scores_gemma":[0.5376464,0.00002179277,0.0021339008,0.0007894435,0.000102153346,0.000009154221,0.00026657246,0.00007976697,0.4589508],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972854,0.00014767757,0.0005070033,0.0010830996,0.00030255562,0.00067425804],"domain_scores_gemma":[0.9987452,0.00008423019,0.00015082127,0.0005184968,0.000007128767,0.00049413706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017688794,0.0005722492,0.0008270728,0.0002737698,0.00021352763,0.00002294358,0.0009702708,0.0007809671,0.38602364],"category_scores_gemma":[0.000014177803,0.0006747896,0.00031569388,0.0006475595,0.00020800474,0.0002518283,0.0003074262,0.00046747059,0.0017952636],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076740473,0.0024341252,0.038064662,0.00018836779,0.0012802025,0.00033912293,0.009112227,0.015239304,0.6299429,0.00053062395,0.008277022,0.28691736],"study_design_scores_gemma":[0.002384878,0.0014849935,0.30130297,0.00012686537,0.0006442093,0.0000046500436,0.003941705,0.000036481946,0.24690752,0.00017998379,0.44102407,0.0019616853],"about_ca_topic_score_codex":0.00047565222,"about_ca_topic_score_gemma":0.013228796,"teacher_disagreement_score":0.43274704,"about_ca_system_score_codex":0.0006658693,"about_ca_system_score_gemma":0.000027640206,"threshold_uncertainty_score":0.9995703},"labels":[],"label_agreement":null},{"id":"W7115814272","doi":"","title":"ARTIFICIAL GENETIC MODULATION OF MAGNETITE CRYSTALS IN AMB-1","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Magnetite; Modulation (music); Crystal (programming language); Magnetite Nanoparticles","score_opus":0.008338360660021272,"score_gpt":0.2054704626930427,"score_spread":0.19713210203302142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74110883,0.0038003637,0.00006858953,0.000037632788,0.0005326921,0.00037623133,0.00008817845,0.000020349067,0.2539671],"genre_scores_gemma":[0.5375886,0.0007201413,0.0003397058,0.00001308711,0.00014996839,0.0000032604482,0.00063898996,0.000043171574,0.46050307],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859554,0.00007360222,0.0003263756,0.00055114715,0.00018240602,0.00027095614],"domain_scores_gemma":[0.9994357,0.000010076856,0.00015161042,0.00026727066,0.00007994513,0.00005538476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057405377,0.0003088944,0.00031831034,0.0002441913,0.000045244462,0.000024390445,0.0002455357,0.0004057941,0.0060307253],"category_scores_gemma":[0.000012336706,0.00036472615,0.00015873233,0.00035662958,0.00006454083,0.000006829786,0.00010531203,0.00016589141,0.00003817741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010939346,0.00021271982,0.0065349257,0.0017304338,0.00028668996,0.0002669572,0.0017418471,0.0013657763,0.5238595,0.0005407322,0.002841746,0.45952475],"study_design_scores_gemma":[0.0018795693,0.0022745528,0.31365618,0.0010655099,0.0007086359,0.000020500116,0.007758442,0.0006802452,0.034680564,0.0011966232,0.63376796,0.0023111864],"about_ca_topic_score_codex":0.00019221327,"about_ca_topic_score_gemma":0.006516664,"teacher_disagreement_score":0.63092625,"about_ca_system_score_codex":0.000021728978,"about_ca_system_score_gemma":0.00008445694,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W7115814299","doi":"","title":"EXPANDING ACCESS TO PUBLICLY-FUNDED PSYCHOTHERAPY: A COMPARATIVE POLICY ANALYSIS IN ONTARIO AND BRITISH COLUMBIA","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insider; Policy analysis; Elite; Mental health; Politics; Comparative case; Qualitative comparative analysis; Qualitative research; Policy development","score_opus":0.04102265778514165,"score_gpt":0.32407133538675004,"score_spread":0.2830486776016084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2650702,0.000042207317,0.00012664396,0.00030349346,0.000101436766,0.00038425336,0.000020871996,0.00004779835,0.7339031],"genre_scores_gemma":[0.25893602,0.00017571921,0.00006227987,0.00025016817,0.00004789859,0.0000041536478,0.00008273287,0.000010979319,0.74043006],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813473,0.0003087469,0.00021226816,0.0005915768,0.00027588694,0.00047681443],"domain_scores_gemma":[0.9993375,0.00008473524,0.00008921038,0.0001454888,0.0001094382,0.00023361559],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018983819,0.0001916065,0.0005583989,0.00094856665,0.0005746237,0.0016262522,0.0005955942,0.00028474178,0.046667736],"category_scores_gemma":[0.000017822755,0.00034535024,0.00014451519,0.004704565,0.00006673071,0.0005512092,0.000035338686,0.00046242453,0.000004289077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029585196,0.00013980069,0.56556803,0.000068596884,0.0011468094,0.000072111456,0.15824793,0.000115345196,0.000009305879,0.002135234,0.002212935,0.26998803],"study_design_scores_gemma":[0.0009067031,0.000036686703,0.37579533,0.00020893698,0.0002946863,2.7741703e-7,0.03108759,0.0000075986163,0.0000028006016,0.0005290406,0.59066576,0.00046458532],"about_ca_topic_score_codex":0.983599,"about_ca_topic_score_gemma":0.999951,"teacher_disagreement_score":0.5884528,"about_ca_system_score_codex":0.00082248606,"about_ca_system_score_gemma":0.0009997986,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null},{"id":"W7115814382","doi":"","title":"Technical challenges and solutions for high-fidelity patient simulation in support of telemedicine research in remote and extreme environments","year":2010,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Software portability; Videoconferencing; Medical simulation; Telehealth; Health care; Health Insurance Portability and Accountability Act; Remote evaluation","score_opus":0.12806852160665377,"score_gpt":0.3181435068945739,"score_spread":0.1900749852879201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30627418,0.00840695,0.0024699764,0.010767576,0.0008745695,0.014195648,0.000280752,0.0002611971,0.65646917],"genre_scores_gemma":[0.7911912,0.0037315283,0.0025608072,0.000056594647,0.00012634535,0.0000063702128,0.00012630485,0.00005214591,0.20214869],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851227,0.00008980046,0.0003543108,0.0004342794,0.00025465677,0.00035466545],"domain_scores_gemma":[0.9991159,0.0003131659,0.0001271367,0.00027093917,0.00006388762,0.00010898882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056665734,0.00016990285,0.00044418726,0.0006234572,0.00006836501,0.0000019217557,0.000089116074,0.0007997811,0.0003282378],"category_scores_gemma":[0.00008181492,0.00018371824,0.00002997461,0.00013540925,0.0003585538,0.00006374814,0.0002369266,0.0010640662,0.0000012151386],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051687413,0.0001298823,0.0040913764,0.0008183201,0.000022153903,0.0001235556,0.00043514106,0.000011966784,0.00036232406,0.0015925542,0.00010428851,0.99179155],"study_design_scores_gemma":[0.007983957,0.0045247697,0.058245946,0.0028399588,0.00017647941,0.000030031713,0.0014200045,0.0006719173,0.000173351,0.006422013,0.9169762,0.0005353736],"about_ca_topic_score_codex":0.00015445947,"about_ca_topic_score_gemma":0.0014975731,"teacher_disagreement_score":0.9912562,"about_ca_system_score_codex":0.00032731664,"about_ca_system_score_gemma":0.00014483384,"threshold_uncertainty_score":0.7491813},"labels":[],"label_agreement":null},{"id":"W7115814393","doi":"","title":"Art Crawl Map","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.011910951477693351,"score_gpt":0.18632095247535585,"score_spread":0.1744100009976625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814393","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027392625,0.00091807893,0.00132966,0.0002991414,0.0025171891,0.002662411,0.0007161178,0.0010296134,0.9905004],"genre_scores_gemma":[0.00010952239,0.00020195937,0.0019703584,0.00033158093,0.0011581613,0.0000049364385,0.00024964262,0.0032323506,0.99274147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901569,0.0010886667,0.0009285732,0.0034008566,0.0015200018,0.0029049881],"domain_scores_gemma":[0.9933725,0.00016177735,0.0016361836,0.0027975398,0.00041422868,0.0016177458],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00027625315,0.0029338226,0.0023078646,0.002085447,0.0005858145,0.0007024947,0.003850973,0.0025864108,0.9951992],"category_scores_gemma":[0.00003236008,0.0036532658,0.0012714163,0.002938315,0.0014181237,0.0013247934,0.0023392073,0.0021656086,0.8162748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003395608,0.00055666384,0.0008131273,0.0005782678,0.0016876411,0.0014003222,0.00028640247,0.000051330422,0.00036920703,0.0053958017,0.8414257,0.14709596],"study_design_scores_gemma":[0.00469062,0.0003243486,0.00017468612,0.0013477366,0.0013656211,0.00004320464,0.0017895672,0.0003806487,0.000092047856,0.00007134615,0.9861216,0.0035985538],"about_ca_topic_score_codex":0.0004605438,"about_ca_topic_score_gemma":0.0010444885,"teacher_disagreement_score":0.1789244,"about_ca_system_score_codex":0.0021692454,"about_ca_system_score_gemma":0.0006154692,"threshold_uncertainty_score":0.9987084},"labels":[],"label_agreement":null},{"id":"W7115814438","doi":"","title":"GIS-based Episode Reconstruction Using GPS Data","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Global Positioning System; Suite; USable; Focus (optics); Process (computing); TRIPS architecture; Preprocessor; Information system","score_opus":0.019665365369042703,"score_gpt":0.21193845704897574,"score_spread":0.19227309167993303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814438","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016102005,0.00008134611,0.3027482,0.000011527516,0.0017949548,0.0003250078,0.00008576103,0.0045531043,0.6887899],"genre_scores_gemma":[0.4497479,0.00049984397,0.059807707,0.00022141158,0.0009934166,0.0000073374003,0.009814867,0.00057710864,0.4783304],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896014,0.000035553217,0.00019296976,0.00041162712,0.0001656814,0.00023404662],"domain_scores_gemma":[0.9991709,0.000016382846,0.000097916956,0.00059514947,0.000039564686,0.00008009074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007831707,0.00029261608,0.00025822717,0.00033249936,0.00009789984,0.000059429647,0.000606413,0.00030720068,0.007189162],"category_scores_gemma":[0.000005706447,0.00037822765,0.0000772932,0.00030829152,0.0000289263,0.00034890638,0.00006537291,0.00030567424,0.00003857815],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005071162,0.000019075744,0.00009696839,0.00048071294,0.00014908366,0.000022243636,0.000039065726,0.007391785,0.00031527222,0.00051546586,0.018290164,0.9726294],"study_design_scores_gemma":[0.0004978679,0.00002160129,0.000108738735,0.00030364742,0.0002482339,0.0000035654282,0.00036058764,0.32722178,0.0006800381,0.000020331188,0.6700637,0.00046989982],"about_ca_topic_score_codex":0.00008324953,"about_ca_topic_score_gemma":0.0010698222,"teacher_disagreement_score":0.97215956,"about_ca_system_score_codex":0.00018216572,"about_ca_system_score_gemma":0.000030389592,"threshold_uncertainty_score":0.99986696},"labels":[],"label_agreement":null},{"id":"W7115814547","doi":"","title":"A Practical Theology of Funeral Preaching","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Sermon; Gospel; Denial; Qualitative research; Funeral Rites; Content (measure theory); Hermeneutics; Lived experience","score_opus":0.028504903078070905,"score_gpt":0.3086489312428608,"score_spread":0.2801440281647899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814547","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042021196,0.000044984783,0.004851559,0.00069699547,0.000547406,0.00022176631,0.000009845708,0.00004692053,0.9515593],"genre_scores_gemma":[0.47710207,0.000006528155,0.00075917685,0.00042466447,0.000026052596,8.957201e-7,0.0000052771034,0.0000072792423,0.5216681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988579,0.00026638727,0.00017603817,0.00029336553,0.000086940316,0.00031935112],"domain_scores_gemma":[0.9993977,0.00012770478,0.00010483819,0.00025522488,0.000031926997,0.000082594765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013771233,0.00012833333,0.000213575,0.00013836675,0.00009113704,0.000007131077,0.00019086048,0.00012810019,0.061824925],"category_scores_gemma":[0.000010561529,0.00013246822,0.00007805229,0.000300826,0.00012705087,0.00010532919,0.00015180583,0.00022713823,0.00008730901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077790517,0.0005407571,0.0331074,0.00014902318,0.0002426663,0.00013007279,0.0017940567,0.0000031640818,0.00042118804,0.82914966,0.00904668,0.124637455],"study_design_scores_gemma":[0.0053199376,0.00065831305,0.029451644,0.00017632174,0.00024566439,0.000037964277,0.01453608,0.000069384696,0.0007463674,0.0034544973,0.9449477,0.00035607943],"about_ca_topic_score_codex":0.0005994356,"about_ca_topic_score_gemma":0.00028309692,"teacher_disagreement_score":0.93590105,"about_ca_system_score_codex":0.0000884978,"about_ca_system_score_gemma":0.000084175015,"threshold_uncertainty_score":0.9390327},"labels":[],"label_agreement":null},{"id":"W7115814583","doi":"","title":"PSYCHOMETRIC PROPERTIES OF THE LIFE-SPACE ASSESSMENT AMONG CANADIAN COMMUNITY-DWELLING ADULTS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Percentile; Predictive validity; Convergent validity; Construct validity; Correlation; Receiver operating characteristic; Criterion validity; Psychometrics; Test validity","score_opus":0.04201291487620192,"score_gpt":0.2976888498800009,"score_spread":0.255675935003799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41370344,0.00030947488,0.000014106613,0.00031790312,0.0019784546,0.0013091401,0.00006531706,0.000070269445,0.5822319],"genre_scores_gemma":[0.5185411,0.000101921825,0.00003885573,0.00010067803,0.000044288736,0.000008235567,0.00003767006,0.000030814605,0.48109648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967033,0.0013082653,0.0005152484,0.00039166678,0.00041086305,0.0006706284],"domain_scores_gemma":[0.99736357,0.0003066605,0.00066127855,0.00083136186,0.0006069912,0.00023014468],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034786013,0.00044044212,0.0006556508,0.0008809101,0.002715674,0.000023568935,0.0012857483,0.0005666868,0.0059350524],"category_scores_gemma":[0.00027040832,0.00036596498,0.00022825753,0.0021813354,0.00012474706,0.00016687336,0.00033009442,0.0027641736,0.000027621812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015193535,0.00016725349,0.93608254,0.007992682,0.0008368039,0.000005870399,0.030302646,0.00010273977,0.000045859124,0.00051832484,0.0067937123,0.01699966],"study_design_scores_gemma":[0.0013872985,0.00006580864,0.6960728,0.013963021,0.00048759396,1.3286414e-7,0.1919232,0.00008769548,0.00007267703,0.000026819958,0.09538877,0.00052416255],"about_ca_topic_score_codex":0.3925777,"about_ca_topic_score_gemma":0.9652136,"teacher_disagreement_score":0.57263595,"about_ca_system_score_codex":0.0008266465,"about_ca_system_score_gemma":0.0021979215,"threshold_uncertainty_score":0.99987924},"labels":[],"label_agreement":null},{"id":"W7115814709","doi":"","title":"Fantasy: The Literature of Repetition – An Examination of Lady Éowyn, Hermione Granger, and Keladry of Mindelan","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Harry potter; Fantasy; Narrative; Knight; Repetition (rhetorical device); Narrative structure; Order (exchange); Performative utterance","score_opus":0.008826668720062759,"score_gpt":0.192513077634222,"score_spread":0.18368640891415924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814709","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2655859,0.0018581037,0.000020957512,0.00004841711,0.0004200897,0.00032034848,0.0007508889,0.000026550593,0.7309688],"genre_scores_gemma":[0.5858061,0.0001942579,0.000043419896,0.00001055801,0.00013240578,7.9775816e-7,0.0006291606,0.00002126506,0.41316208],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988327,0.00019819496,0.00031820536,0.000275131,0.0002545475,0.00012121807],"domain_scores_gemma":[0.99841267,0.00009593031,0.000643206,0.00035220647,0.0004604017,0.000035576606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015365313,0.00022180392,0.00039864768,0.00031230517,0.000116106916,0.000046271205,0.00028525302,0.00021040751,0.017325291],"category_scores_gemma":[0.000015564632,0.0001613628,0.00015618556,0.00018638413,0.00023476327,0.00041843986,0.00003765968,0.0001827333,0.0000015169876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008290585,0.00033648754,0.00037163877,0.00222236,0.00092830125,0.000033544413,0.18636185,0.0000023651637,0.006143541,0.23224802,0.00046280152,0.57006],"study_design_scores_gemma":[0.0032890253,0.0014421454,0.012813933,0.009780148,0.0038239397,0.000014809413,0.14789891,0.000043535965,0.016951742,0.0044983136,0.79783726,0.0016062445],"about_ca_topic_score_codex":0.00006963074,"about_ca_topic_score_gemma":0.0016653081,"teacher_disagreement_score":0.7973744,"about_ca_system_score_codex":0.000026119542,"about_ca_system_score_gemma":0.00002577298,"threshold_uncertainty_score":0.983573},"labels":[],"label_agreement":null},{"id":"W7115814727","doi":"","title":"From enrolment to alumni: The marketing and management of university-student relations: A study of U.S. and Canadian best practices","year":2013,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relationship marketing; Best practice; Order (exchange); Customer relationship management; Component (thermodynamics); Work (physics); Key (lock); Database transaction","score_opus":0.024251586496009194,"score_gpt":0.24444728769171611,"score_spread":0.22019570119570692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8611254,0.00036428813,0.000007317573,0.00080011477,0.00020661413,0.0021157842,0.000037537277,0.000014052896,0.13532889],"genre_scores_gemma":[0.83567065,0.0005321183,0.00018886942,0.00017819322,0.0000997994,0.0000035782175,0.0000906487,0.000038712955,0.1631974],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99734694,0.00037643628,0.0005300581,0.0008065743,0.00054022984,0.0003997729],"domain_scores_gemma":[0.9970218,0.00034201497,0.001614581,0.00048992265,0.00040624588,0.00012545672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080127025,0.0004673304,0.0005739638,0.0007176152,0.0007409321,0.00030341337,0.00078001583,0.00020998067,0.014619104],"category_scores_gemma":[0.000038846974,0.0004929484,0.00009298189,0.0013395621,0.00010142142,0.0012211578,0.0008103877,0.0003442025,0.00006619754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038000774,0.002781167,0.34308553,0.007700777,0.006609827,0.00046811296,0.06551282,0.00056628365,0.00007274552,0.0046513737,0.0013798667,0.5633714],"study_design_scores_gemma":[0.001430346,0.00008486304,0.26918444,0.00090183504,0.002115016,3.7538663e-7,0.52375275,0.0002470239,0.0000014385193,0.000011609539,0.20189981,0.00037049653],"about_ca_topic_score_codex":0.59081376,"about_ca_topic_score_gemma":0.5742328,"teacher_disagreement_score":0.5630009,"about_ca_system_score_codex":0.00020652366,"about_ca_system_score_gemma":0.000094203875,"threshold_uncertainty_score":0.9997522},"labels":[],"label_agreement":null},{"id":"W7115814746","doi":"","title":"Ventilation Phenotypes of Severe Asthma","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ventilation (architecture); Mechanical ventilation; Sputum; Asthma; Phenotype; Lung","score_opus":0.01666828479737958,"score_gpt":0.23390213898875947,"score_spread":0.2172338541913799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814746","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19331218,0.0001273827,0.0001017183,0.000021340824,0.001064364,0.0005591739,0.000038245118,0.00018951559,0.80458605],"genre_scores_gemma":[0.040886275,0.000032591368,0.0003164916,0.000029195995,0.00010549869,8.5842595e-7,0.00083035487,0.00006183724,0.9577369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889094,0.000029651539,0.00022951841,0.00032733261,0.0003154174,0.00020715428],"domain_scores_gemma":[0.9991967,0.000019014029,0.0002534519,0.00024846382,0.00016938128,0.00011297509],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064074135,0.00023099715,0.00042659536,0.00030295688,0.00005592579,0.000010362028,0.0001440658,0.00034357185,0.060044967],"category_scores_gemma":[0.000013700605,0.00025273167,0.00022583677,0.00049777265,0.000022137385,0.00010385622,0.000033693297,0.00022901085,0.00026035224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041738763,0.00020335335,0.0039202995,0.0023760214,0.0006128768,0.0007394242,0.0018853049,0.000030112582,0.01530548,0.0017509531,0.0046402477,0.964362],"study_design_scores_gemma":[0.0022026803,0.0005938329,0.032040343,0.0009774016,0.00068795716,0.000012738279,0.011285334,0.000035078563,0.015763171,0.0001475394,0.9357531,0.0005007935],"about_ca_topic_score_codex":0.000043234533,"about_ca_topic_score_gemma":0.00027658447,"teacher_disagreement_score":0.9638612,"about_ca_system_score_codex":0.00007959932,"about_ca_system_score_gemma":0.00021318861,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W7115814779","doi":"","title":"Dialogue Summary: Supporting Optimal Screening Approaches in Canada","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Stakeholder; Focus (optics); Context (archaeology)","score_opus":0.030125657489175405,"score_gpt":0.1902881477474408,"score_spread":0.1601624902582654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002585411,0.0005783213,0.001708307,0.00012524163,0.00070298644,0.0026024163,0.0010629937,0.00022569671,0.9904086],"genre_scores_gemma":[0.02094724,0.00006867368,0.0061716265,0.00010743688,0.00046261985,0.000008966882,0.0006041368,0.0019015954,0.9697277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98827595,0.0014010398,0.001545269,0.0032566546,0.001573078,0.0039480175],"domain_scores_gemma":[0.99424964,0.00032564474,0.0023564114,0.0015622748,0.00016700865,0.0013390286],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00064009597,0.0025789475,0.0026753957,0.0018703504,0.0004658473,0.00039881983,0.003217611,0.0013123418,0.7179297],"category_scores_gemma":[0.00009302534,0.003362878,0.00056891097,0.0038720781,0.0006085504,0.0013138019,0.0024310057,0.0027250028,0.003931386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010217209,0.00049636187,0.13334945,0.0011168286,0.0021243293,0.009317067,0.0015481988,0.02459027,0.00009255953,0.0014049939,0.12847382,0.6964644],"study_design_scores_gemma":[0.0044663306,0.0001166391,0.002706447,0.0016690337,0.000547262,0.00003743913,0.023171594,0.02119306,0.000055536675,0.0000046234277,0.9425543,0.0034777473],"about_ca_topic_score_codex":0.97402984,"about_ca_topic_score_gemma":0.9937492,"teacher_disagreement_score":0.8140805,"about_ca_system_score_codex":0.008500824,"about_ca_system_score_gemma":0.0069763884,"threshold_uncertainty_score":0.99998415},"labels":[],"label_agreement":null},{"id":"W7115814812","doi":"","title":"Women and HIV Care in New Brunswick and Nova Scotia, Canada","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Referral; Health care; Human immunodeficiency virus (HIV); Qualitative research; Service (business); Service delivery framework; Theme (computing)","score_opus":0.010282172197191483,"score_gpt":0.23332049336454927,"score_spread":0.22303832116735778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46339676,0.0010563837,0.000008391057,0.00015599029,0.00008953635,0.00041712637,0.00003513019,0.00001290881,0.53482777],"genre_scores_gemma":[0.077214964,0.00008391757,0.000053679374,0.0000478459,0.00003587106,1.8851644e-7,0.00030311613,0.000024426105,0.92223597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988495,0.00004314981,0.00015127551,0.00036723458,0.00023560831,0.00035324675],"domain_scores_gemma":[0.9992823,0.000026044198,0.00006289277,0.00017875212,0.00008996496,0.00036006665],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003477753,0.00020806216,0.0003631442,0.00026923037,0.000041924133,0.00003356736,0.00011927185,0.00017153274,0.038695283],"category_scores_gemma":[0.000022627491,0.00022681686,0.00005136331,0.00030408558,0.00003239054,0.00011826208,0.000064865315,0.0004048046,0.00003891689],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016577045,0.00008475219,0.18690577,0.0037429158,0.00033508023,0.0009787814,0.010699214,0.0000025362056,0.00019427961,0.0004919029,0.04123403,0.753673],"study_design_scores_gemma":[0.006281479,0.0014397532,0.086494625,0.0020283419,0.00013483883,0.00002489544,0.11830224,0.000095190975,0.00012934518,0.0000130837925,0.7844976,0.0005586117],"about_ca_topic_score_codex":0.607306,"about_ca_topic_score_gemma":0.9890194,"teacher_disagreement_score":0.7531144,"about_ca_system_score_codex":0.0005899683,"about_ca_system_score_gemma":0.003276356,"threshold_uncertainty_score":0.9621835},"labels":[],"label_agreement":null},{"id":"W7115814831","doi":"","title":"Performance Modeling and Capacity Planning for SAAS Applications","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Capacity planning; Key (lock); Task (project management); Microservices; Quality (philosophy); Service (business); Software as a service; Discrete event simulation; Quality of service","score_opus":0.020934933891474484,"score_gpt":0.22457887481904462,"score_spread":0.20364394092757013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814831","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06393539,0.0004052652,0.69616425,0.00005578502,0.00072367635,0.0015223685,0.000030968808,0.00038982148,0.23677248],"genre_scores_gemma":[0.32283708,0.00025260818,0.041447002,0.00011853585,0.00025103657,0.000100664634,0.00025988068,0.000049150083,0.634684],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870116,0.00002954409,0.00021763114,0.00061715866,0.00015658588,0.0002779548],"domain_scores_gemma":[0.99910045,0.00007369589,0.0001363682,0.00042369348,0.000185111,0.00008069493],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013601502,0.0002565564,0.00029945452,0.00020018575,0.0004410565,0.00010283905,0.0007001639,0.00027928152,0.00014292287],"category_scores_gemma":[0.000008604068,0.00027318092,0.00010033553,0.00044808074,0.000022663062,0.0005023226,0.00012668721,0.00023723848,0.0000068417576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011705999,0.00005568517,0.0036918777,0.0033521992,0.0001209781,0.0000032435948,0.0024201856,0.0070304265,0.00004240989,0.004931636,0.00022945288,0.9780049],"study_design_scores_gemma":[0.0011378847,0.00012018284,0.0011261154,0.0010004337,0.00015484594,0.0000057048387,0.0018361411,0.7434368,0.00027246008,0.00065348105,0.24937868,0.0008772664],"about_ca_topic_score_codex":0.000046192985,"about_ca_topic_score_gemma":0.000054192697,"teacher_disagreement_score":0.97712755,"about_ca_system_score_codex":0.00011898898,"about_ca_system_score_gemma":0.00016126719,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W7115814869","doi":"","title":"Integrated Treatment for Persons with Concurrent Disorders","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Assertive community treatment; Substance abuse; Mental health; Case management; Supportive housing; Addiction; Mental illness; Quality of life (healthcare); Substance use","score_opus":0.03567957096501514,"score_gpt":0.32467128307882326,"score_spread":0.28899171211380814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814869","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087900504,0.0004005235,0.00083579426,0.000075652046,0.0015726716,0.002983462,0.0004559107,0.00017474164,0.9056007],"genre_scores_gemma":[0.08775357,0.00025452365,0.00017144677,0.000020705409,0.00008669058,0.00006026121,0.0014340653,0.00007927431,0.91013944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983484,0.00026332634,0.00022641472,0.00046759483,0.0001591523,0.0005350735],"domain_scores_gemma":[0.9990248,0.00015258565,0.0002810645,0.00018351983,0.00019738711,0.00016061318],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005573446,0.00042582542,0.00070550264,0.0001400667,0.00086134585,0.000019511092,0.00019703036,0.00050520676,0.04172855],"category_scores_gemma":[0.000010733168,0.00035507124,0.00019310492,0.0003503875,0.000053177788,0.00010062222,0.0000140237735,0.00039075257,0.00006782107],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014728339,0.00048273022,0.018902732,0.0013670278,0.0009564741,0.000035140358,0.07972815,0.000011055954,0.000016794873,0.013475204,0.0012792114,0.88227266],"study_design_scores_gemma":[0.002051624,0.00028880578,0.00026054351,0.00030608542,0.0002520228,1.8956444e-8,0.38497972,0.000014028289,0.000012168543,0.000026217309,0.6115173,0.0002914383],"about_ca_topic_score_codex":0.0017139147,"about_ca_topic_score_gemma":0.19362706,"teacher_disagreement_score":0.8819812,"about_ca_system_score_codex":0.00069162616,"about_ca_system_score_gemma":0.0006613154,"threshold_uncertainty_score":0.99989015},"labels":[],"label_agreement":null},{"id":"W7115814877","doi":"","title":"Strength Training for Stroke Recovery: The What, How, and Who?","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Physiotherapy Foundation of Canada","keywords":"Stroke (engine); Muscle strength; Strength training; Chronic stroke; Physical strength; Quality of life (healthcare); Resistance training; Physical fitness","score_opus":0.018970803987010308,"score_gpt":0.240160145399907,"score_spread":0.22118934141289667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30629796,0.00793529,0.00021390695,0.0054135323,0.0054652514,0.0030397214,0.0003444077,0.00027425552,0.6710157],"genre_scores_gemma":[0.0138350995,0.0012773408,0.0004440311,0.00016744832,0.00030663944,0.000007084946,0.00031126192,0.00006227524,0.9835888],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988147,0.00005304664,0.00016010179,0.00048251837,0.00021742674,0.00027220562],"domain_scores_gemma":[0.99906623,0.00035947497,0.00012094055,0.00022136522,0.000104821396,0.00012713447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113131,0.0003017191,0.00044897245,0.0002555655,0.00015777124,0.0002604381,0.00013820965,0.00031909163,0.0044285334],"category_scores_gemma":[0.000064946864,0.00023516183,0.0003602354,0.0002590404,0.00007499428,0.00031572054,0.000033647306,0.00041776214,0.000013604792],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009255172,0.00003284013,0.00020000795,0.001253372,0.0005821483,0.000038997616,0.005189945,0.0000032613038,0.0002706165,0.0011869897,0.00562573,0.98469055],"study_design_scores_gemma":[0.001334243,0.0004738252,0.0023129976,0.0014339165,0.0008650934,0.0000140504335,0.1426913,0.00020000935,0.00012866719,0.00013375178,0.8501376,0.00027457363],"about_ca_topic_score_codex":0.000014573172,"about_ca_topic_score_gemma":0.0003707961,"teacher_disagreement_score":0.984416,"about_ca_system_score_codex":0.0001311947,"about_ca_system_score_gemma":0.0002204891,"threshold_uncertainty_score":0.99648154},"labels":[],"label_agreement":null},{"id":"W7115814961","doi":"","title":"A Framework for Christian Spiritual Formation","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Formative assessment; Spiritual formation; Experiential learning; Praxis; Craft; Narrative; Action (physics); Spirituality; Process (computing)","score_opus":0.028863562680288876,"score_gpt":0.30203634747157987,"score_spread":0.273172784791291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004439808,0.0001398257,0.17565377,0.007032192,0.00074443937,0.00039343737,0.00001302957,0.00011304817,0.81147045],"genre_scores_gemma":[0.36059827,0.00015122471,0.012127588,0.0043552895,0.0006263875,0.0000072496673,0.000024851703,0.000020273364,0.62208885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903476,0.0001483782,0.00013772963,0.00023522806,0.00012770531,0.00031618951],"domain_scores_gemma":[0.99940115,0.00017838964,0.00007100802,0.00016433447,0.00009683266,0.000088288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023170293,0.00010512449,0.00014988279,0.00012788379,0.0005688127,0.000070373986,0.00034786013,0.00023617635,0.008483264],"category_scores_gemma":[0.000089358735,0.00012275166,0.000111147085,0.0005707222,0.00020387347,0.00025863928,0.00004623092,0.00012539102,0.00005337054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012568317,0.000060258517,0.0024818317,0.00004729776,0.00003623806,0.0000062674067,0.009395632,0.000005595706,0.000011233216,0.80659103,0.03637811,0.14486079],"study_design_scores_gemma":[0.0005389044,0.00003994403,0.00084726856,0.000047296784,0.00003186379,3.5207893e-7,0.019571912,0.000020653812,0.000024344494,0.032584615,0.9461628,0.00013004875],"about_ca_topic_score_codex":0.0019133794,"about_ca_topic_score_gemma":0.005846096,"teacher_disagreement_score":0.9097847,"about_ca_system_score_codex":0.00012874341,"about_ca_system_score_gemma":0.00010576213,"threshold_uncertainty_score":0.9924231},"labels":[],"label_agreement":null},{"id":"W7115814979","doi":"","title":"Synthesis & Synergy: Finding Connection Across Spinocerebellar Ataxia Type 1, Knowledge Translation, and Higher Education Research","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Krembil Foundation; McMaster University","keywords":"Discipline; Higher education; Socialization; Spinocerebellar ataxia; Institutionalisation; Disability studies; Educational research","score_opus":0.16749335026576895,"score_gpt":0.4210363863892988,"score_spread":0.25354303612352985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814979","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2234624,0.001543389,0.0000479423,0.00074756134,0.0036449607,0.00083912973,0.00009671273,0.00016504542,0.76945287],"genre_scores_gemma":[0.24116962,0.000106441265,0.000054981323,0.000007657465,0.0003098909,0.000009289037,0.00020879619,0.00004703879,0.7580863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555135,0.000904463,0.0004772708,0.0010752545,0.0013764264,0.0006152304],"domain_scores_gemma":[0.99515754,0.0015185629,0.00025685795,0.0005191024,0.0023051053,0.00024280453],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019382322,0.000326485,0.00041964132,0.0011271957,0.0013021604,0.0008261594,0.0008344477,0.0005207378,0.030009206],"category_scores_gemma":[0.0005710535,0.00032485853,0.0001253192,0.0055730026,0.0001544489,0.0007966714,0.00023412789,0.0006238535,0.0013942478],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010017458,0.0001234998,0.00080799416,0.0001812638,0.00010626226,0.000031609557,0.0063731703,0.000022613896,0.0007427441,0.002561805,0.031908125,0.95613915],"study_design_scores_gemma":[0.00043205832,0.00025943868,0.014936235,0.0004346368,0.00006797769,0.0000040972054,0.090145335,0.00044498345,0.000979648,0.002545835,0.889207,0.0005427502],"about_ca_topic_score_codex":0.0001723047,"about_ca_topic_score_gemma":0.009290193,"teacher_disagreement_score":0.9555964,"about_ca_system_score_codex":0.0003874032,"about_ca_system_score_gemma":0.00083120685,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W7115814984","doi":"","title":"Resistance Training and Cardiac Rehabilitation","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rehabilitation; Intervention (counseling); Randomized controlled trial; Resistance training; Quality of life (healthcare); Clinical trial; Orientation (vector space); Strength training","score_opus":0.012179102687694635,"score_gpt":0.25415428709543425,"score_spread":0.24197518440773963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115814984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10952644,0.0011784831,0.000009289688,0.0002920991,0.00055295415,0.00078262633,0.000059606802,0.000077971774,0.88752055],"genre_scores_gemma":[0.036758423,0.0002070946,0.0014428828,0.00011145102,0.00021163064,0.000003444199,0.0008707458,0.000044036755,0.9603503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986335,0.00009352516,0.00023456202,0.0004427464,0.0002536733,0.0003419845],"domain_scores_gemma":[0.9991808,0.000099372584,0.00014304752,0.00019236901,0.00009270219,0.00029169887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014839965,0.00023528455,0.0005491738,0.00019315966,0.00015575076,0.000015728216,0.000050266546,0.00029233986,0.0021462329],"category_scores_gemma":[0.000025154384,0.00027308668,0.00017340452,0.00030805427,0.0000470974,0.00009508256,0.000015133267,0.00033838474,0.000015647109],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002990952,0.00012336034,0.011089892,0.008211082,0.00010939626,0.00018408525,0.006374026,0.0000013857166,0.00032880704,0.0021485642,0.016382935,0.9520555],"study_design_scores_gemma":[0.0013205904,0.0002462153,0.060205124,0.0008418604,0.00027241898,0.0000040537598,0.015319247,0.0000028016073,0.000037949452,0.00005730976,0.92144245,0.00024997225],"about_ca_topic_score_codex":0.0003287874,"about_ca_topic_score_gemma":0.0013119428,"teacher_disagreement_score":0.95180553,"about_ca_system_score_codex":0.00039530115,"about_ca_system_score_gemma":0.000398683,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W7115815037","doi":"","title":"Phenotyping low phosphate responses of Eutrema salsugineum ecotypes and their recombinant inbred lines","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecotype; Shoot; Abiotic component; Abiotic stress; Inbred strain; Phosphate; Crop; Seedling","score_opus":0.014685986537732582,"score_gpt":0.1909677030682537,"score_spread":0.1762817165305211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815037","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93973964,0.0040820576,0.0000019745466,0.00015397831,0.0006877477,0.00028062955,0.00024821004,0.000065531305,0.054740228],"genre_scores_gemma":[0.19535428,0.007372099,0.00004870104,0.00007614668,0.00011925494,0.0000016524093,0.00076867896,0.000003957484,0.79625523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988653,0.00011178683,0.00023848661,0.000413503,0.000110625515,0.00026028656],"domain_scores_gemma":[0.99923813,0.00022761758,0.00025678947,0.00007565938,0.00012016276,0.0000816467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009972397,0.00030363846,0.00049060164,0.000072535026,0.00016081642,0.000040185423,0.0003238042,0.00027028623,0.0036515507],"category_scores_gemma":[0.00003233952,0.0001445145,0.00014069989,0.00051275577,0.000038170627,0.0001463508,0.0000882613,0.00017714576,0.000005961217],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010374286,0.000088093046,0.0007506062,0.00014100409,0.000087651824,0.00001686974,0.0003106837,0.0000012998522,0.049100477,0.000561518,0.0003380945,0.9475663],"study_design_scores_gemma":[0.0005557998,0.00012746158,0.026583528,0.0008617301,0.00013892364,0.0000026836476,0.004109603,0.000045134188,0.029577348,0.00028857202,0.93725985,0.00044936457],"about_ca_topic_score_codex":0.00024195279,"about_ca_topic_score_gemma":0.0022536693,"teacher_disagreement_score":0.9471169,"about_ca_system_score_codex":0.000019264367,"about_ca_system_score_gemma":0.000037119193,"threshold_uncertainty_score":0.99725926},"labels":[],"label_agreement":null},{"id":"W7115815054","doi":"","title":"Rural nurses experiences during covid-19","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Content analysis; Qualitative research; Social support; Psychological resilience; Distress; Primary care; Rural health; Coding (social sciences)","score_opus":0.030817457125077483,"score_gpt":0.34121386676711635,"score_spread":0.31039640964203885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4101346,0.0010612293,0.0000098213595,0.00014071807,0.0054184278,0.0003842568,0.00004062581,0.00026586754,0.58254445],"genre_scores_gemma":[0.14284977,0.0000729374,0.000011874936,0.0003184591,0.00022737295,0.000012954706,0.00022301762,0.000052930453,0.8562307],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980763,0.00012724729,0.0002537757,0.0007133282,0.000275848,0.0005534801],"domain_scores_gemma":[0.9989414,0.00007998656,0.00015874776,0.00034608511,0.000031176878,0.00044260887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000061884835,0.00040957244,0.00037070722,0.000373557,0.00035828986,0.00007517762,0.0005090698,0.00040274984,0.3461599],"category_scores_gemma":[0.000012221348,0.00044564222,0.00022248346,0.0005977297,0.00009504013,0.00015928426,0.00008358162,0.00046568448,0.0013311596],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004375765,0.00048868154,0.005133043,0.005823164,0.0006833074,0.0050787656,0.60224265,0.000017338942,0.000433421,0.013746046,0.028469268,0.33350855],"study_design_scores_gemma":[0.00065187464,0.00008906315,0.0010523768,0.00015828558,0.00010074404,0.00001649092,0.41561452,0.000002327041,0.000102739505,0.000061204155,0.5818003,0.00035011076],"about_ca_topic_score_codex":0.0036007531,"about_ca_topic_score_gemma":0.0048647346,"teacher_disagreement_score":0.553331,"about_ca_system_score_codex":0.0011039396,"about_ca_system_score_gemma":0.00067364826,"threshold_uncertainty_score":0.99979955},"labels":[],"label_agreement":null},{"id":"W7115815103","doi":"","title":"The Healthy or Chronically Ill Immigrant","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Logistic regression; Race and health; Population; Depression (economics); Stepwise regression; Descriptive statistics; Ordinary least squares","score_opus":0.016899052113579283,"score_gpt":0.2740496098610656,"score_spread":0.2571505577474863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019565927,0.0026605004,0.00015276989,0.0012945901,0.0035231605,0.0011803632,0.00007374675,0.0002027053,0.97134626],"genre_scores_gemma":[0.019052504,0.00059829245,0.000098647724,0.000779914,0.000299346,0.000009554197,0.00035308057,0.000069375346,0.97873926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975218,0.00024194323,0.0004551214,0.000675096,0.00031395783,0.00079207076],"domain_scores_gemma":[0.99829763,0.00018545304,0.00038504708,0.0006002103,0.0002119724,0.0003196701],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018087887,0.00041763086,0.00040458684,0.00014697028,0.00076889206,0.00007217412,0.00071534753,0.0005933352,0.14313106],"category_scores_gemma":[0.00002553697,0.00031885577,0.00022298693,0.0005598196,0.00009403661,0.00010639765,0.000033824977,0.00074141595,0.0011801977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011117371,0.00035116108,0.0002841655,0.0005169856,0.00042300887,0.00047169003,0.018781697,0.00001549133,0.000007281644,0.040843617,0.019909432,0.9072781],"study_design_scores_gemma":[0.0023449885,0.00054995855,0.00706554,0.00012342625,0.00011286705,0.000016376505,0.023216585,0.000004159632,0.0000064405326,0.00017116699,0.9660138,0.0003746887],"about_ca_topic_score_codex":0.0039170086,"about_ca_topic_score_gemma":0.16941139,"teacher_disagreement_score":0.94610435,"about_ca_system_score_codex":0.00045003393,"about_ca_system_score_gemma":0.0010415509,"threshold_uncertainty_score":0.9999263},"labels":[],"label_agreement":null},{"id":"W7115815244","doi":"","title":"Water dynamics in managed pine plantation forests","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thinning; Forest ecology; Ecosystem; Evapotranspiration; Forest management; Carbon sink; Water balance; Climate change; Crown (dentistry)","score_opus":0.0048326984611777495,"score_gpt":0.17275423102842077,"score_spread":0.16792153256724301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815244","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35235676,0.000011034792,0.00018825183,0.000031048487,0.00021271643,0.00018591805,0.00003972427,0.000033927634,0.6469406],"genre_scores_gemma":[0.1629942,0.00005144043,0.00020249838,0.000025648073,0.000015165024,0.0000017421451,0.0058819926,0.00003085638,0.8307964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987204,0.00005671489,0.00020150177,0.00045163886,0.00024483507,0.0003248851],"domain_scores_gemma":[0.9996177,0.000014383925,0.0000853177,0.00020113494,0.000010209766,0.00007123469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063542444,0.00025604232,0.00023753871,0.00015334577,0.00009166971,0.0000528159,0.0002850134,0.0002884163,0.057792976],"category_scores_gemma":[0.0000022240001,0.00025295457,0.00008733461,0.000373095,0.000032059586,0.00026520854,0.00012510423,0.0003224995,0.00026942242],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012094944,0.00068210816,0.40100268,0.0006777641,0.0003576273,0.006890212,0.009105242,0.07982236,0.0031607028,0.0064481734,0.0007943157,0.48984933],"study_design_scores_gemma":[0.007197582,0.00026761438,0.2826485,0.0011350986,0.0007694968,0.000118234035,0.017180301,0.33217713,0.0024967112,0.0031058365,0.34827438,0.0046291286],"about_ca_topic_score_codex":0.0008718635,"about_ca_topic_score_gemma":0.16455105,"teacher_disagreement_score":0.4852202,"about_ca_system_score_codex":0.0008062426,"about_ca_system_score_gemma":0.000012689236,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W7115815285","doi":"","title":"Early Exposures, Body Composition and the Gut Microbiome","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Microbiome; Bifidobacterium; Gut flora; Gut microbiome; Bacteroides; Feces; Antibiotics; Anthropometry; Pregnancy; Immune system","score_opus":0.005178310761185234,"score_gpt":0.2051978378506321,"score_spread":0.20001952708944684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815285","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7756829,0.0046699275,0.00005446059,0.00032388256,0.0008122408,0.0006687701,0.00013177768,0.000044841345,0.21761118],"genre_scores_gemma":[0.30274877,0.0006263295,0.00009097485,0.00018354112,0.00019664557,0.0000018400942,0.0015992876,0.000047905676,0.6945047],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989955,0.000102615886,0.00015116952,0.00044648524,0.00007567336,0.00022858438],"domain_scores_gemma":[0.9995307,0.000009934723,0.000099128345,0.00023202776,0.000058275833,0.00006994952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000795609,0.00025226193,0.00022119984,0.00008541264,0.00017362658,0.00009249697,0.00023722019,0.00036233096,0.0015668435],"category_scores_gemma":[0.0000022304037,0.00021579888,0.00013317136,0.00014046826,0.00011369324,0.0000057715497,0.000107835855,0.00025341372,0.000056935292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014553571,0.00004638985,0.00014635714,0.00048261072,0.00032375517,0.000051523148,0.0009924032,0.0000014706214,0.9705913,0.0016734623,0.009357366,0.014877972],"study_design_scores_gemma":[0.0024346677,0.00022392179,0.0044168993,0.00023844947,0.00036449335,0.00003905441,0.001520514,0.000007540256,0.012584952,0.00006641942,0.97760004,0.0005030587],"about_ca_topic_score_codex":0.00018962623,"about_ca_topic_score_gemma":0.00046631863,"teacher_disagreement_score":0.96824265,"about_ca_system_score_codex":0.00003325932,"about_ca_system_score_gemma":0.00008967609,"threshold_uncertainty_score":0.99934584},"labels":[],"label_agreement":null},{"id":"W7115815295","doi":"","title":"Navigating the Vulnerable: Threats of National Security to the Global Sanctuary Effort","year":2023,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citizenship; National security; Nexus (standard); Deportation; Politics; Context (archaeology); State (computer science); International security; Securitization","score_opus":0.017298573772556322,"score_gpt":0.2549150566186854,"score_spread":0.23761648284612907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019619327,0.00024616698,0.00008038781,0.00045016772,0.0005186814,0.000926876,0.0021220571,0.0006774538,0.99478203],"genre_scores_gemma":[0.006558068,0.000028231818,0.0001685746,0.00024785998,0.00047036205,0.0000052919545,0.00006539747,0.0007517484,0.99170446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969206,0.00042827794,0.00028594295,0.0006750319,0.0011363561,0.0005538145],"domain_scores_gemma":[0.99821603,0.00027152302,0.00044915214,0.00072322687,0.00018953321,0.00015055787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006752379,0.0005350306,0.0004891281,0.00011990146,0.00043243612,0.00006809572,0.0016268746,0.0003418489,0.07016962],"category_scores_gemma":[0.00009646196,0.00038308004,0.00026496185,0.0033608822,0.0003031939,0.0001341097,0.00083061075,0.0011879111,0.0030654154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019810301,0.000119256954,0.0071050134,0.00016569025,0.0010544786,0.00010297571,0.0013301552,0.0009534712,0.0000127322755,0.024550408,0.8846513,0.079756394],"study_design_scores_gemma":[0.000641203,0.000049747567,0.00064735673,0.00067239703,0.00015320076,0.000010542442,0.0017361946,0.000096316624,0.00002341359,0.0011817506,0.9943452,0.00044271036],"about_ca_topic_score_codex":0.0015139087,"about_ca_topic_score_gemma":0.017550623,"teacher_disagreement_score":0.10969384,"about_ca_system_score_codex":0.0007402373,"about_ca_system_score_gemma":0.000282267,"threshold_uncertainty_score":0.99986213},"labels":[],"label_agreement":null},{"id":"W7115815331","doi":"","title":"The Symbol, The Self, and the Passing of Time: A Transatlantic Analysis of Social and Temporal Variation in 18th to 20th Century Gravestone Symbols","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Symbol (formal); Identity (music); Variation (astronomy); The Symbolic; Social identity theory; Selection (genetic algorithm); Immigration; Epitaph","score_opus":0.010570604235088243,"score_gpt":0.25945842852340917,"score_spread":0.24888782428832093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91619426,0.00045411088,0.00008080884,0.0007868621,0.0003005446,0.0012370963,0.00009870312,0.000017096128,0.080830514],"genre_scores_gemma":[0.9248121,0.00024537614,0.00002810191,0.00007605957,0.000024993076,0.0000052624946,0.00014455721,0.000013025488,0.07465052],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984644,0.0004990167,0.00033422952,0.00029248363,0.00018727533,0.00022256382],"domain_scores_gemma":[0.999112,0.0002572664,0.00032394988,0.00020434214,0.000058619342,0.000043808606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039375015,0.00019255374,0.0004787076,0.0002684579,0.000288553,0.000032812924,0.00024677286,0.00016231694,0.0007870854],"category_scores_gemma":[0.0000057703,0.0001252936,0.00012761839,0.0010931593,0.00011932848,0.000047007907,0.00004024424,0.00022543673,0.0000013027002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012001723,0.0010649185,0.052714027,0.0024878497,0.012227329,0.000044902867,0.49595365,0.00004703498,0.00096873543,0.16360271,0.001251011,0.2576361],"study_design_scores_gemma":[0.0053595686,0.00022262642,0.845098,0.00039475394,0.006354361,0.0000018234866,0.1295582,0.00030087456,0.00004898822,0.0004026761,0.011863365,0.00039475333],"about_ca_topic_score_codex":0.003440724,"about_ca_topic_score_gemma":0.0101890825,"teacher_disagreement_score":0.79238397,"about_ca_system_score_codex":0.00007396143,"about_ca_system_score_gemma":0.00009135646,"threshold_uncertainty_score":0.8618033},"labels":[],"label_agreement":null},{"id":"W7115815338","doi":"","title":"Attrition, Missing Data, and Feasibility Trials in Older Adults.","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Hamilton Health Sciences; Sanofi","keywords":"Missing data; MEDLINE; Work (physics); Perspective (graphical); Data collection","score_opus":0.117855000948114,"score_gpt":0.35767268130637453,"score_spread":0.2398176803582605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815338","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5508448,0.0048244987,0.00022437186,0.0069095753,0.0028855493,0.008063472,0.00096476317,0.00083473715,0.42444828],"genre_scores_gemma":[0.055666693,0.0019976485,0.0027580454,0.0008004478,0.0005588322,0.0000067416327,0.010576079,0.0001532739,0.92748225],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997742,0.00033296604,0.0006066277,0.0007539574,0.00025530998,0.00030913987],"domain_scores_gemma":[0.99860275,0.00028635026,0.00029301704,0.00046413686,0.0001255739,0.00022818448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000995469,0.00025946146,0.00095467834,0.0004731354,0.00013128083,0.000044666387,0.00019818069,0.00036741156,0.016265348],"category_scores_gemma":[0.0003388991,0.00028725291,0.0001055489,0.00062722364,0.000045282177,0.000191355,0.000088208355,0.0005204822,0.00004397163],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006071333,0.0006229689,0.07275645,0.014133487,0.00015996012,0.0010739448,0.003453547,5.5407077e-7,0.0001882921,0.00018369939,0.014531326,0.8868244],"study_design_scores_gemma":[0.030096058,0.00025522083,0.5486386,0.021007795,0.0008976021,0.00004510166,0.04570722,0.00061713863,0.00018678601,0.00046654028,0.35102034,0.0010616366],"about_ca_topic_score_codex":0.0003087831,"about_ca_topic_score_gemma":0.002241603,"teacher_disagreement_score":0.8857628,"about_ca_system_score_codex":0.00022821627,"about_ca_system_score_gemma":0.00023112797,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W7115815339","doi":"","title":"UNDERSTANDING THE CHALLENGES IN PEDIATRIC ENDOSCOPY TRAINING: PATHWAYS TOWARDS COMPETENCE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Association of Gastroenterology; Royal College of Physicians and Surgeons of Canada; McMaster University","keywords":"Competence (human resources); Psychological intervention; Qualitative research; Endoscopy; Pediatric gastroenterology; Judgement; MEDLINE","score_opus":0.16265774300046537,"score_gpt":0.2749109780651075,"score_spread":0.11225323506464213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815339","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009429125,0.000917523,0.00017852237,0.00039083953,0.00042257275,0.0003839135,0.000008082212,0.00009511443,0.9881743],"genre_scores_gemma":[0.8789158,0.0013093788,0.000104107545,0.00010730681,0.00014030765,0.0000020230964,0.000096405325,0.000026199003,0.11929848],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985157,0.00011762254,0.00024904168,0.00045171072,0.00032931354,0.00033660457],"domain_scores_gemma":[0.999186,0.00027765465,0.00014379567,0.00022136445,0.000059269096,0.00011193109],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017397341,0.00028958928,0.000455596,0.00038552354,0.00014629711,0.00003225043,0.0002485478,0.00029757462,0.009688757],"category_scores_gemma":[0.00005361034,0.00024859034,0.00017823349,0.00082571385,0.0000367476,0.000088323795,0.000044595858,0.0006284676,0.000014154425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018650504,0.0002274076,0.005936574,0.001361764,0.00026986346,0.0011815595,0.025345199,0.00036856325,0.000020850528,0.10285044,0.0000700828,0.86050266],"study_design_scores_gemma":[0.023359459,0.0006261749,0.0857849,0.0034529546,0.0017282245,0.000025462532,0.5435202,0.0034633628,0.00009927625,0.004069546,0.33212334,0.0017470799],"about_ca_topic_score_codex":0.000023525527,"about_ca_topic_score_gemma":0.0007585443,"teacher_disagreement_score":0.8694867,"about_ca_system_score_codex":0.0003361328,"about_ca_system_score_gemma":0.0003956261,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W7115815481","doi":"","title":"The White Dwarf Opportunity","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"White dwarf; Stars; Exoplanet; Black dwarf; Atmosphere (unit); Binary star; Circumbinary planet","score_opus":0.014634434549020508,"score_gpt":0.20817778424471345,"score_spread":0.19354334969569295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076936575,0.0002585011,0.000082689236,0.00015949021,0.0010785392,0.00022544213,0.00003815889,0.000042063824,0.99734575],"genre_scores_gemma":[0.022237632,0.000084177336,0.00003408336,0.0000424792,0.00022234496,0.0000015739738,0.00062157295,0.000018371104,0.97673774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882793,0.00008982603,0.00018581105,0.00035978344,0.00019592632,0.00034070533],"domain_scores_gemma":[0.99908006,0.00015688413,0.00020072592,0.0003351161,0.00011488622,0.00011230419],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007156617,0.0003409975,0.00031927164,0.00008133007,0.00067157287,0.00009822264,0.0004719355,0.00012859624,0.05976366],"category_scores_gemma":[0.000008580509,0.0002937232,0.00020282216,0.00028932685,0.000049343344,0.0000884564,0.00009238988,0.00040940792,0.00009211434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021471267,0.00005846172,0.2933612,0.00008970293,0.0008700227,0.000029042567,0.00089920236,0.00001402703,9.484711e-7,0.0057941726,0.027799362,0.6708692],"study_design_scores_gemma":[0.00042791516,0.000025238221,0.03518145,0.00008817798,0.00037619993,3.3430956e-7,0.009752975,0.000022974067,0.00002135052,0.00042576774,0.95334315,0.00033446745],"about_ca_topic_score_codex":0.00038427973,"about_ca_topic_score_gemma":0.0011101168,"teacher_disagreement_score":0.9255438,"about_ca_system_score_codex":0.00004684743,"about_ca_system_score_gemma":0.00022342171,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W7115815508","doi":"","title":"ANTIBIOTIC DISCOVERY AND INFECTION TREATMENT AND PREVENTION","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Antibiotics; Teichoic acid; Antibiotic resistance; Penicillin; Staphylococcus aureus; Antimicrobial","score_opus":0.0076875340497605206,"score_gpt":0.21292726099049664,"score_spread":0.2052397269407361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815508","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497766,0.0007454553,0.000015948921,0.000016093734,0.00071205455,0.00016992295,0.000018335544,0.000016385367,0.048529193],"genre_scores_gemma":[0.36514673,0.002327299,0.00008675148,0.000009931118,0.00028832367,2.593382e-7,0.00071523833,0.000028624909,0.63139683],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933755,0.000033782682,0.00008217355,0.0003864614,0.000036514157,0.00012354097],"domain_scores_gemma":[0.9997741,0.0000029213847,0.00005913815,0.00009932911,0.000018433931,0.00004608624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021380742,0.00019865835,0.00014708126,0.0000647647,0.000074630516,0.00010968055,0.000027809618,0.00025935873,0.0002619043],"category_scores_gemma":[0.000002514403,0.00019581111,0.000069071946,0.00006969961,0.000030089228,0.000014331994,0.00004534527,0.00006581189,0.000004920553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003184545,0.000040573694,0.00093878864,0.00027842313,0.0002537787,0.000016854578,0.00016399492,0.0000014608374,0.5187555,0.00019788244,0.0002895679,0.47874475],"study_design_scores_gemma":[0.0013391556,0.0015424328,0.011920626,0.0005365439,0.0008238498,0.00003965142,0.0011667276,0.000023298982,0.11962361,0.000059028727,0.8621385,0.0007865558],"about_ca_topic_score_codex":0.00016296556,"about_ca_topic_score_gemma":0.0017346723,"teacher_disagreement_score":0.86184895,"about_ca_system_score_codex":0.000031090753,"about_ca_system_score_gemma":0.000041289095,"threshold_uncertainty_score":0.7984946},"labels":[],"label_agreement":null},{"id":"W7115815570","doi":"","title":"Scaling the ivory tower: Testing the Excellence Theory's relevance in Canadian university reputation management 1997-2017","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Excellence; Relevance (law); Higher education; Operational excellence; Public policy","score_opus":0.01693588185938531,"score_gpt":0.19300625403036592,"score_spread":0.17607037217098062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087778226,0.00054735073,0.001327876,0.0015104692,0.0029868376,0.0023973335,0.00003065673,0.00014984,0.90327144],"genre_scores_gemma":[0.42001715,0.00058986736,0.00046925727,0.0005092531,0.0007989452,0.000003149226,0.00031790807,0.00008275831,0.5772117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962728,0.00031575575,0.0005572825,0.0011649887,0.00062452524,0.001064628],"domain_scores_gemma":[0.9967171,0.00052041246,0.0012434311,0.0007491278,0.0006784068,0.000091540736],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017166513,0.0006552459,0.00043056475,0.0008306435,0.0034722104,0.0009895136,0.001836628,0.00040144447,0.009622056],"category_scores_gemma":[0.0003114816,0.0005977289,0.00023488168,0.0040677134,0.00044254362,0.0024140798,0.00053402607,0.00083387096,0.00043295306],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012818995,0.00019574251,0.01853248,0.0019490133,0.00054614013,0.0023455247,0.004729578,0.010449101,0.000038498776,0.052008837,0.004470931,0.9034523],"study_design_scores_gemma":[0.0011622212,0.000034331268,0.024037557,0.001937774,0.0009065296,0.000008022488,0.065780655,0.010743556,0.000008705341,0.00518138,0.88918346,0.0010158088],"about_ca_topic_score_codex":0.1892016,"about_ca_topic_score_gemma":0.65254676,"teacher_disagreement_score":0.90243644,"about_ca_system_score_codex":0.0010227252,"about_ca_system_score_gemma":0.0004817928,"threshold_uncertainty_score":0.99964744},"labels":[],"label_agreement":null},{"id":"W7115815590","doi":"","title":"Engaging Equity-Deserving Populations in Co-Creation","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Thriving; Grey literature; Terminology; Mental health; Narrative; Storytelling; Refugee; CONTEST; Face (sociological concept)","score_opus":0.20420359862495632,"score_gpt":0.43267579812668777,"score_spread":0.22847219950173145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042412944,0.00013471853,0.00015296186,0.00008615784,0.0016517359,0.0014812493,0.00009177992,0.000099676734,0.9538888],"genre_scores_gemma":[0.05686236,0.00008751145,0.000422148,0.00046713708,0.00012130995,0.00002129737,0.0073149335,0.000034038043,0.93466926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721074,0.0006998876,0.0006218547,0.0004777932,0.0003352646,0.00065443345],"domain_scores_gemma":[0.99877423,0.00021025116,0.00042223636,0.00029779488,0.00012366222,0.00017180848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042011315,0.0003049132,0.00040281663,0.00064600975,0.0010573391,0.000017000766,0.000371916,0.00049111986,0.051047973],"category_scores_gemma":[0.000027861719,0.000366178,0.00009511213,0.00075418106,0.000014131346,0.0002387805,0.00017088494,0.0011638461,0.00023428045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009777322,0.0003036405,0.31630123,0.014491449,0.00007947224,0.000070165835,0.018299105,0.00015430823,0.000095929725,0.0248337,0.0043395786,0.6200537],"study_design_scores_gemma":[0.0038764556,0.00014496886,0.041809015,0.015161667,0.000192392,2.588779e-7,0.10948986,0.00085538573,0.00008833328,0.0016905649,0.8258074,0.00088371325],"about_ca_topic_score_codex":0.0035646672,"about_ca_topic_score_gemma":0.04717982,"teacher_disagreement_score":0.8214678,"about_ca_system_score_codex":0.0015108602,"about_ca_system_score_gemma":0.00065906154,"threshold_uncertainty_score":0.999879},"labels":[],"label_agreement":null},{"id":"W7115815642","doi":"","title":"Primary care-based interventions to address unmet economic needs","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Poverty; Context (archaeology); Primary care; Primary health care; Health care; Health promotion; Promotion (chess)","score_opus":0.08248543843950758,"score_gpt":0.37167867275141636,"score_spread":0.2891932343119088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019539453,0.00043336707,0.00009072338,0.00049212144,0.0049496223,0.002440917,0.0020012013,0.00029411685,0.96975845],"genre_scores_gemma":[0.02400724,0.000056265762,0.0005947991,0.0014403858,0.00033628693,0.0000968404,0.011705849,0.00012501718,0.9616373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968583,0.0007199814,0.0007182579,0.0006234264,0.00033670824,0.00074333797],"domain_scores_gemma":[0.99801934,0.00023514272,0.00056376116,0.00057903276,0.00018494042,0.00041779294],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002288039,0.00043131202,0.00063885195,0.0012500802,0.0023182232,0.000031299034,0.0008442469,0.0005809619,0.44251108],"category_scores_gemma":[0.0000243659,0.0005778596,0.00049018755,0.0008340539,0.000038526938,0.00022405472,0.00036490755,0.0015960247,0.0016858655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009887037,0.0014247369,0.03671618,0.081975594,0.0013708628,0.000416643,0.22133586,0.01392496,0.00007499252,0.10759292,0.25166067,0.27361953],"study_design_scores_gemma":[0.0014203405,0.00023138402,0.0053755403,0.0012627647,0.0002833234,2.9073715e-7,0.101806216,0.000026140626,0.000004811255,0.000045255805,0.88901085,0.000533093],"about_ca_topic_score_codex":0.0022379698,"about_ca_topic_score_gemma":0.028776439,"teacher_disagreement_score":0.63735014,"about_ca_system_score_codex":0.0035011696,"about_ca_system_score_gemma":0.0017148657,"threshold_uncertainty_score":0.9996673},"labels":[],"label_agreement":null},{"id":"W7115815707","doi":"","title":"Understanding The Determinants of Obesity In Urban Canada","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overweight; Obesity; Socioeconomic status; Public health; Developed country; Poverty; Childhood obesity","score_opus":0.03174759722113723,"score_gpt":0.24142840347314493,"score_spread":0.2096808062520077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815707","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45596445,0.00007003995,0.000011832284,0.00004332273,0.00025922028,0.00022822426,0.000015578587,0.00001313688,0.5433942],"genre_scores_gemma":[0.76836663,0.000017717157,0.000006498914,0.000018818691,0.000033822085,1.6359957e-7,0.000018106935,0.000006440471,0.23153177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870074,0.00014658399,0.00021441664,0.00026507923,0.00037914445,0.0002940138],"domain_scores_gemma":[0.99940485,0.00007004376,0.00022607598,0.0001739769,0.000052546253,0.00007252173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019505879,0.00016219757,0.00028214857,0.00008369505,0.00032069278,0.000027614247,0.00060702866,0.00019844597,0.007212622],"category_scores_gemma":[0.000015496225,0.00015217395,0.00008572205,0.000624842,0.0001163916,0.00018274855,0.000014632918,0.00026055603,0.0000011016747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011128082,0.00006141247,0.9666113,0.00009476656,0.000019201047,0.0001116249,0.00838218,0.0000073138676,0.0000035890014,0.0015239833,0.0005961567,0.022477182],"study_design_scores_gemma":[0.0005841098,0.000032174197,0.80539435,0.00035231613,0.00012582597,1.1374983e-7,0.1099829,0.000023144063,0.0001186376,0.0010892997,0.08183161,0.00046553518],"about_ca_topic_score_codex":0.68152094,"about_ca_topic_score_gemma":0.9989533,"teacher_disagreement_score":0.31743234,"about_ca_system_score_codex":0.0008764177,"about_ca_system_score_gemma":0.0012576772,"threshold_uncertainty_score":0.9936949},"labels":[],"label_agreement":null},{"id":"W7115815787","doi":"","title":"SPATIOTEMPORAL VARIATION IN ECOSYSTEMS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ecosystem; Dynamism; Inference; Ectotherm; Temporal scales; Variation (astronomy); Spatial ecology; Spatial analysis; Stability (learning theory)","score_opus":0.010530966712065349,"score_gpt":0.19985733258645644,"score_spread":0.18932636587439108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815787","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33411795,0.000020846148,0.000044027685,0.000045143985,0.00025171554,0.00036355868,0.000007486413,0.000041120937,0.66510814],"genre_scores_gemma":[0.47888345,0.0000044221288,0.00006628434,0.000016271944,0.000038079248,0.0000027950302,0.0001339136,0.000014160686,0.52084064],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982585,0.00022780114,0.00029670057,0.00053127896,0.00038174744,0.00030400662],"domain_scores_gemma":[0.9993274,0.000033647877,0.00024332662,0.000232381,0.000031427957,0.00013180677],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039528246,0.00023475882,0.00037866298,0.00012806158,0.00008699802,0.000049711703,0.00038717693,0.00042674734,0.22169052],"category_scores_gemma":[0.000048880138,0.0002456924,0.00012176753,0.0008672449,0.00003094283,0.00031024855,0.00010791708,0.00024708602,0.0007011469],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001046348,0.00091102946,0.48209888,0.00073529483,0.0002754583,0.00081656117,0.013645397,0.017891811,0.00042378355,0.00092577626,0.013100049,0.4681296],"study_design_scores_gemma":[0.0011323605,0.00014757778,0.19178124,0.00009532218,0.00013437362,0.0000021175854,0.014766009,0.003802232,0.0000174896,0.0014711373,0.785875,0.0007751429],"about_ca_topic_score_codex":0.014940012,"about_ca_topic_score_gemma":0.1427764,"teacher_disagreement_score":0.77277493,"about_ca_system_score_codex":0.0017535117,"about_ca_system_score_gemma":0.000053494816,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W7115815846","doi":"","title":"Seclusion and restraint use in Ontario schools: Connecting disabled individuals’ experiences of maltreatment to systemic ableism in education","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ableism; Seclusion; Thematic analysis; Qualitative research; Agency (philosophy); Dignity; Vignette; Shame","score_opus":0.02488652221986725,"score_gpt":0.27396920178891193,"score_spread":0.24908267956904467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8555272,0.000044141296,0.0000044852654,0.000087784545,0.0003481268,0.0009383322,0.0000044163235,0.000013673304,0.1430318],"genre_scores_gemma":[0.76264316,0.0000401996,0.0001737042,0.000009456264,0.000013066851,0.000015298392,0.00006451913,0.000006110134,0.2370345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984751,0.0002809671,0.0003188944,0.00044278585,0.00026477478,0.00021751162],"domain_scores_gemma":[0.9993621,0.00012234678,0.00019129617,0.00014408336,0.00008817488,0.00009198199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002546895,0.00017176561,0.000309255,0.00038457083,0.00019587112,0.000115088915,0.00020988879,0.00023296873,0.0024523365],"category_scores_gemma":[0.00008534851,0.00017115242,0.00004917329,0.00062478834,0.000059426842,0.00045787496,0.00006376345,0.00021074482,0.000001899759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025585113,0.00040956037,0.2189251,0.00034221038,0.000045169378,0.000013799239,0.6135069,0.00024061816,0.000056593613,0.013368756,0.000048964033,0.15278646],"study_design_scores_gemma":[0.00053086475,0.00004646502,0.059874628,0.0016503244,0.000043021355,4.0678705e-7,0.92691344,0.0000068208224,0.000063025065,0.0005977497,0.010050147,0.00022309067],"about_ca_topic_score_codex":0.42306316,"about_ca_topic_score_gemma":0.92463475,"teacher_disagreement_score":0.5015716,"about_ca_system_score_codex":0.0012046791,"about_ca_system_score_gemma":0.00095108437,"threshold_uncertainty_score":0.9984596},"labels":[],"label_agreement":null},{"id":"W7115815879","doi":"","title":"A Phenomenographic Study and Critique of Evangelistic Equipping Among Pastors Aligned with the Evangelical Church Movement","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Theological Perspectives and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Evangelism; Expansive; Task (project management); Movement (music); Participant observation; Phenomenon; Christianity; Phenomenography","score_opus":0.028628097740667408,"score_gpt":0.2778868299714465,"score_spread":0.24925873223077907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7610879,0.00006424481,0.00012578083,0.0016887852,0.00003576026,0.00046329992,0.000004469119,0.00007268707,0.2364571],"genre_scores_gemma":[0.9727647,0.000036411922,0.000034599474,0.00008126415,0.00003866047,0.0000029824216,6.301909e-7,0.0000075255407,0.02703323],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985459,0.0005254066,0.000092236565,0.00026364377,0.00030099772,0.00027182803],"domain_scores_gemma":[0.9990618,0.0005372762,0.00009389806,0.00013416792,0.00007674787,0.00009610388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005338848,0.00011334083,0.00016349684,0.0001050034,0.00048696037,0.000059290876,0.00027970393,0.00005251924,0.0043429495],"category_scores_gemma":[0.00006598121,0.00008056068,0.000041531664,0.0010698389,0.0006708031,0.00024314149,0.0001694019,0.0001132337,0.000008054891],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014770731,0.0010871091,0.42303792,0.00013852812,0.0010442568,0.0006250946,0.32648382,0.00026307956,0.00048823183,0.13220386,0.0014411015,0.111709915],"study_design_scores_gemma":[0.00091776584,0.00084042357,0.13424885,0.00004001063,0.00017460634,4.6373378e-7,0.80289173,0.000113510105,0.000005378174,0.0013943043,0.05912096,0.00025202407],"about_ca_topic_score_codex":0.0020623195,"about_ca_topic_score_gemma":0.0050031943,"teacher_disagreement_score":0.4764079,"about_ca_system_score_codex":0.00005232912,"about_ca_system_score_gemma":0.000032680826,"threshold_uncertainty_score":0.9965672},"labels":[],"label_agreement":null},{"id":"W7115815924","doi":"","title":"Identifying internal publics: A quantitative study of employee segmentation and employee-organization relationships","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internal communications; Segmentation; Function (biology); Preference; Variation (astronomy); Data collection; Employee engagement","score_opus":0.0440125773376081,"score_gpt":0.2667480255665604,"score_spread":0.2227354482289523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664607,0.00013046071,0.00227841,0.000070802394,0.0012217388,0.0015724243,0.000037403755,0.00012960513,0.028098468],"genre_scores_gemma":[0.89019936,0.00007365475,0.0004016596,0.000035290508,0.00015747357,0.000003669722,0.0008097503,0.00013176857,0.10818735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967593,0.00020998046,0.0008925194,0.0009797459,0.00079154037,0.00036694386],"domain_scores_gemma":[0.99527806,0.00013708729,0.0020587626,0.0004527711,0.0019987496,0.00007457809],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036952036,0.0006564841,0.00069386803,0.0013659481,0.0017725023,0.0014497018,0.00067603524,0.00040884205,0.040165205],"category_scores_gemma":[0.00045519354,0.0008197597,0.00012380617,0.0016328819,0.00015305613,0.00570243,0.00036521396,0.0006677512,0.00019993604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002681139,0.0003831746,0.96749437,0.0005463465,0.00038850948,0.000036111174,0.008182808,0.000046569272,0.00075084844,0.002739384,0.0001733182,0.01899044],"study_design_scores_gemma":[0.0031698379,0.00014680426,0.849246,0.00047087102,0.0013914932,0.0000038662583,0.14206152,0.000098994424,0.00021451863,0.00013735652,0.0023640096,0.00069472485],"about_ca_topic_score_codex":0.0022157577,"about_ca_topic_score_gemma":0.008863031,"teacher_disagreement_score":0.13387871,"about_ca_system_score_codex":0.00025028,"about_ca_system_score_gemma":0.0001462437,"threshold_uncertainty_score":0.9995869},"labels":[],"label_agreement":null},{"id":"W7115815946","doi":"","title":"THE BEHAVIOURAL FEATURES OF GENERALIZED ANXIETY DISORDER DURING THE PERINATAL PERIOD","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Generalized anxiety disorder; Perinatal period; Worry; Extant taxon; Distress; Anxiety; Mental health","score_opus":0.013715563475102716,"score_gpt":0.262376926388225,"score_spread":0.2486613629131223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815946","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4039785,0.014118134,0.000051610732,0.00020084191,0.003181428,0.0009391332,0.0002872367,0.00011747743,0.57712567],"genre_scores_gemma":[0.27074128,0.0049861497,0.000045194738,0.000022022734,0.00010474068,0.00002090707,0.00020114265,0.000048825663,0.72382975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768895,0.0003127015,0.00032557404,0.00075727195,0.00040142197,0.0005140566],"domain_scores_gemma":[0.99823153,0.00016366933,0.0004653628,0.00067515986,0.00037905527,0.00008521485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011016303,0.00054789986,0.0004426816,0.00029765346,0.00097460684,0.00012492335,0.0011503898,0.00044572225,0.0263348],"category_scores_gemma":[0.00005837914,0.000382753,0.00041110558,0.0012954847,0.00021986804,0.0001590949,0.00021325744,0.00068271457,0.000032411954],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023570068,0.0002641955,0.09650823,0.00027369073,0.0010819528,0.00005852268,0.0059287627,0.000005138992,0.00008606097,0.0021325557,0.0030661947,0.8882377],"study_design_scores_gemma":[0.0023353177,0.00008203231,0.38047114,0.00014045047,0.00052815356,0.000017665807,0.038254526,0.0000018842347,0.00033642486,0.00006534231,0.5773134,0.00045362074],"about_ca_topic_score_codex":0.0008251649,"about_ca_topic_score_gemma":0.0027267202,"teacher_disagreement_score":0.88778406,"about_ca_system_score_codex":0.0001462525,"about_ca_system_score_gemma":0.00012121761,"threshold_uncertainty_score":0.99986243},"labels":[],"label_agreement":null},{"id":"W7115815955","doi":"","title":"SOCIAL EXCLUSION AMONG OLDER WOMEN IN RURAL CANADA","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social exclusion; Disadvantage; Qualitative research; Context (archaeology); Social determinants of health; Disadvantaged; Rural area; Life course approach; Health equity; Population","score_opus":0.010380338393052439,"score_gpt":0.2449097803289702,"score_spread":0.23452944193591777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815955","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42946854,0.000031409945,6.325929e-7,0.00041286714,0.00085987424,0.00029452352,0.000013868815,0.00002442468,0.56889385],"genre_scores_gemma":[0.30337617,0.000044472257,0.0000031927825,0.00027413655,0.00013480803,0.0000015796406,0.000068114394,0.000018353454,0.6960792],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785244,0.00022755214,0.00021065999,0.00028519027,0.0005062527,0.00091791997],"domain_scores_gemma":[0.9993237,0.00007821486,0.00017217045,0.00010932062,0.000071998016,0.00024455623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021691357,0.00022282173,0.0004011217,0.0001381353,0.0005752957,0.000064760745,0.00043901775,0.00041816256,0.06613857],"category_scores_gemma":[0.000025932837,0.0002673382,0.00008567597,0.0004874553,0.00006250455,0.00025861894,0.00006462914,0.00038711575,0.000026089563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003708806,0.00011621955,0.45824805,0.0014476482,0.000110779685,0.0003733222,0.18440475,0.000019970064,0.0000027205028,0.013224829,0.026427492,0.31525335],"study_design_scores_gemma":[0.00051823305,0.000007919557,0.24263382,0.00016036951,0.000012306855,5.8425872e-8,0.26716375,0.000006269708,0.0000011483647,0.000038616672,0.48916933,0.0002881759],"about_ca_topic_score_codex":0.9143077,"about_ca_topic_score_gemma":0.9948472,"teacher_disagreement_score":0.46274185,"about_ca_system_score_codex":0.0031440025,"about_ca_system_score_gemma":0.0027757655,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W7115815971","doi":"","title":"CHARACTERIZING THE ROLE OF ANTI-GRP78 AUTOANTIBODIES IN PROSTATE CANCER AND THEIR CONTRIBUTION TO TUMOUR PROLIFERATION","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Endoplasmic Reticulum Stress and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoantibody; Prostate cancer; Cancer; Cell; Cell growth; Cancer cell; Prostate; Endoplasmic reticulum","score_opus":0.0038535579920080647,"score_gpt":0.20402694132903723,"score_spread":0.20017338333702916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115815971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98957247,0.00086242316,0.000013554751,0.00013189505,0.00008585614,0.00043989666,0.00021779462,0.000006270935,0.008669825],"genre_scores_gemma":[0.9774317,0.00072725705,0.0000074228383,0.000036085745,0.00005405423,0.000008462229,0.00031162894,0.000014564964,0.021408787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999284,0.000052026346,0.00014306787,0.00027955606,0.00006954212,0.00017177728],"domain_scores_gemma":[0.99956304,0.0000087234985,0.00014551701,0.0001232812,0.00010519004,0.000054259304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047440724,0.00017728252,0.00019126518,0.00006260879,0.00007304299,0.000024099727,0.00012265983,0.00010720336,0.00022579015],"category_scores_gemma":[0.000018396175,0.00012461649,0.000054288215,0.00008777084,0.000036365225,0.00001137315,0.00005983848,0.00007104465,0.0000013756137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006552783,0.000034705903,0.039033502,0.00010354043,0.00006652664,0.0000056630433,0.00064160256,0.000012395102,0.90640193,0.00027916604,0.000023855324,0.052741818],"study_design_scores_gemma":[0.0011639307,0.0001340071,0.06342147,0.0005356087,0.00006656011,0.000002275111,0.003414097,0.000053781085,0.85710216,0.00006384028,0.073688604,0.0003536549],"about_ca_topic_score_codex":0.0000779591,"about_ca_topic_score_gemma":0.0005840497,"teacher_disagreement_score":0.073664755,"about_ca_system_score_codex":0.000023824587,"about_ca_system_score_gemma":0.000086922635,"threshold_uncertainty_score":0.5081713},"labels":[],"label_agreement":null},{"id":"W7115816038","doi":"","title":"The Representation and Weathering of Human Remains","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Taphonomy; Weathering; Assemblage (archaeology); Representation (politics); Denudation; Bioarchaeology; Subaerial","score_opus":0.021319355708500652,"score_gpt":0.23604362791519998,"score_spread":0.21472427220669932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816038","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058714084,0.00050322374,0.000005155199,0.00042675325,0.00060842274,0.00012928748,0.000008568197,0.00002940666,0.9395751],"genre_scores_gemma":[0.26705644,0.00023815648,0.000010294171,0.000014381319,0.000114628325,4.89539e-7,0.00003857062,0.000010105057,0.73251694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993865,0.00007329208,0.00013406058,0.00019196548,0.00007458897,0.00013957653],"domain_scores_gemma":[0.9995022,0.000083376784,0.00017996704,0.00013048365,0.00008430808,0.000019690127],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006786065,0.00013836211,0.00021284384,0.00005760422,0.00086065324,0.000018451736,0.00014677072,0.00010467803,0.008676097],"category_scores_gemma":[0.0000100269235,0.0001053577,0.00006798742,0.000031758627,0.0041748052,0.000056329347,0.00006714645,0.00015087526,0.0000069043094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015308893,0.000015452164,0.0012156971,0.00010703507,0.00027024737,0.000013047273,0.02622803,4.0488334e-7,0.000024773335,0.885709,0.0014284458,0.08483477],"study_design_scores_gemma":[0.0004240349,0.00021397961,0.0010291286,0.000109526474,0.0002014356,0.0000017943555,0.3533616,0.000008979006,0.00024786397,0.0028181653,0.64136285,0.00022064704],"about_ca_topic_score_codex":0.0015067036,"about_ca_topic_score_gemma":0.17683306,"teacher_disagreement_score":0.8828908,"about_ca_system_score_codex":0.000012598092,"about_ca_system_score_gemma":0.00001157453,"threshold_uncertainty_score":0.9985353},"labels":[],"label_agreement":null},{"id":"W7115816074","doi":"","title":"Migration Motives and Integration Experiences of Iranian Dental Graduates in Canada","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethos; Immigration; Qualitative research; Multiculturalism; Ethnic group; Currency; Language barrier; Feeling","score_opus":0.019452678320254317,"score_gpt":0.30011094217359646,"score_spread":0.28065826385334214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9017141,0.00038453352,0.0000036172403,0.000055832963,0.00072555273,0.00063864497,0.00003839161,0.000018567762,0.096420795],"genre_scores_gemma":[0.84892535,0.00021767443,0.00007461204,0.000049848903,0.000024528035,0.000016129196,0.00040140148,0.000018763894,0.15027171],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981325,0.00043919458,0.0004325514,0.00034732785,0.00031638975,0.00033201676],"domain_scores_gemma":[0.99909,0.00015902799,0.00043490986,0.00013036144,0.00008655813,0.00009914605],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000102851234,0.00022786479,0.00037619373,0.0002063658,0.0003460416,0.000006409457,0.00022611179,0.0001412281,0.039490465],"category_scores_gemma":[0.000028673501,0.00024995036,0.00003332678,0.00053940254,0.00003779934,0.00020041906,0.00007375157,0.00052945834,0.0000033723763],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017183707,0.00013283575,0.49147838,0.0018994726,0.000069317524,0.00012867666,0.36876455,0.000068673835,0.00022839663,0.0019908708,0.0023273886,0.13119304],"study_design_scores_gemma":[0.00056348223,0.00012097405,0.033194676,0.0006973771,0.000025709664,5.5579784e-7,0.9416057,0.00015106819,0.00011191517,0.000034265297,0.023293994,0.00020030845],"about_ca_topic_score_codex":0.88782376,"about_ca_topic_score_gemma":0.9971021,"teacher_disagreement_score":0.5728411,"about_ca_system_score_codex":0.00133373,"about_ca_system_score_gemma":0.00116967,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W7115816087","doi":"","title":"Midwifery Infant Feeding Information Survey","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Focus group; Descriptive statistics; Access to information; Public health; Health care; Prenatal care; Content analysis; Infant feeding","score_opus":0.02013875849615181,"score_gpt":0.2437227907471538,"score_spread":0.22358403225100199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816087","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07972764,0.000249343,0.000035370067,0.00033219703,0.0011144518,0.00029198072,0.00005491221,0.00010478304,0.91808933],"genre_scores_gemma":[0.108540475,0.0003974673,0.00049082993,0.00044478846,0.00023226842,0.0000015506632,0.0041631158,0.000042725904,0.88568676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985696,0.00009157884,0.0003197264,0.0003125066,0.00040884834,0.00029773155],"domain_scores_gemma":[0.99858636,0.00010324273,0.00040389987,0.00023742487,0.0004912928,0.00017779658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022932013,0.00030699436,0.00046925555,0.00030049862,0.0001635934,0.00016622698,0.00020125187,0.00043486696,0.05473214],"category_scores_gemma":[0.0001581068,0.00032466414,0.00017562884,0.00073425315,0.000035202367,0.0014089013,0.000068121044,0.00059743883,0.00017159642],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027607481,0.00015327941,0.07147218,0.0016658014,0.000767155,0.00031178133,0.0030799548,0.000023374509,0.0005370387,0.0005414932,0.00801012,0.9106771],"study_design_scores_gemma":[0.0010324379,0.000119640965,0.37586278,0.0008001178,0.00038251688,0.000049768834,0.0071002888,0.000059640202,0.0003251367,0.0000041529825,0.613892,0.00037153353],"about_ca_topic_score_codex":0.0017723045,"about_ca_topic_score_gemma":0.0013437613,"teacher_disagreement_score":0.91030556,"about_ca_system_score_codex":0.00016200329,"about_ca_system_score_gemma":0.00037310575,"threshold_uncertainty_score":0.99992055},"labels":[],"label_agreement":null},{"id":"W7115816092","doi":"","title":"Assessing the diversity of freshwater bacteria and viruses","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microbial population biology; Identification (biology); Community structure; Diversity (politics); Recreation; Metagenomics; Biodiversity; Bacterial virus","score_opus":0.0164974626731105,"score_gpt":0.23063398618320688,"score_spread":0.21413652351009638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816092","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7500216,0.000016289185,0.00001942834,0.000023957678,0.000366027,0.00015237983,0.0000439559,0.000013962873,0.24934244],"genre_scores_gemma":[0.47647408,0.000036872025,0.00025579735,0.00008729565,0.000022800785,2.5534385e-7,0.000060451974,0.000019752519,0.5230427],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925286,0.00006465293,0.00012135671,0.0002821873,0.00011548587,0.00016344342],"domain_scores_gemma":[0.9995159,0.000038258386,0.00019076542,0.00019614321,0.000014601504,0.00004435929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049048263,0.000180893,0.0001972518,0.00003970703,0.0002852241,0.00008419789,0.00032554028,0.00014579452,0.18105432],"category_scores_gemma":[0.0000035511955,0.00014951406,0.000090264235,0.00014038343,0.00011564719,0.0005572874,0.0005609891,0.00020658251,0.0001567672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032190597,0.00017110292,0.045692377,0.00027163286,0.00030765415,0.000050852977,0.0073364093,0.0000441518,0.6731601,0.000108674256,0.004122415,0.26841277],"study_design_scores_gemma":[0.00048260213,0.00006233356,0.2919827,0.00016144125,0.00028373746,0.0000074707427,0.008972042,0.00003718647,0.010761279,0.00001919581,0.68682146,0.0004085628],"about_ca_topic_score_codex":0.0019386312,"about_ca_topic_score_gemma":0.005004434,"teacher_disagreement_score":0.682699,"about_ca_system_score_codex":0.00009150097,"about_ca_system_score_gemma":0.000012064481,"threshold_uncertainty_score":0.8196943},"labels":[],"label_agreement":null},{"id":"W7115816143","doi":"","title":"Black Women's Visions","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Health care; Racism; Digital health; Black women; Social media","score_opus":0.025785246496093643,"score_gpt":0.2892463831520658,"score_spread":0.26346113665597215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816143","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011356351,0.00003776098,0.00001845199,0.0007710359,0.00053846394,0.00028526288,0.000013405806,0.00012431885,0.986855],"genre_scores_gemma":[0.018359885,0.00036545534,0.00003856184,0.00009508807,0.00035998845,0.0000013016726,0.0000791708,0.000026220645,0.9806743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997887,0.00022111359,0.00014741284,0.0004348635,0.0007130073,0.00059659244],"domain_scores_gemma":[0.99905926,0.00006010493,0.00011154683,0.00016678093,0.00016628452,0.00043601173],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020261883,0.0002018066,0.00029093918,0.00017377449,0.0007743064,0.00020068105,0.0008308096,0.0003999813,0.29584897],"category_scores_gemma":[0.000099533565,0.0002429184,0.0001686693,0.0010948395,0.00022969692,0.00034000975,0.00011199473,0.0005580464,0.002232451],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006077306,0.00017907121,0.0006563259,0.00037313724,0.00029426857,0.00058690127,0.22953919,0.00001087697,0.00020262811,0.053011212,0.034263413,0.68027526],"study_design_scores_gemma":[0.00020336043,0.000039818966,0.0003362503,0.00004576429,0.000028325285,7.754543e-8,0.14266475,0.000009207902,0.000016875121,0.0005126203,0.8559118,0.00023118815],"about_ca_topic_score_codex":0.0019686955,"about_ca_topic_score_gemma":0.01461862,"teacher_disagreement_score":0.82164836,"about_ca_system_score_codex":0.00048236235,"about_ca_system_score_gemma":0.00055672805,"threshold_uncertainty_score":0.99854445},"labels":[],"label_agreement":null},{"id":"W7115816161","doi":"","title":"Issue Brief: Engaging Health System Decision-makers in Supporting Comprehensive Chronic Pain Management in Provincial and Territorial Healthcare Systems in Canada","year":2011,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Triacetin; Fusible alloy; Proteogenomics; Durvalumab","score_opus":0.012279013861592879,"score_gpt":0.21768288107874031,"score_spread":0.20540386721714743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06399798,0.051839005,0.001932645,0.0015850582,0.051044762,0.081145264,0.005659862,0.0012063227,0.7415891],"genre_scores_gemma":[0.77153504,0.0012879439,0.0013326976,0.00051073794,0.003632451,0.00011133366,0.0003605354,0.0028504047,0.21837884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9805375,0.0073015993,0.0032311475,0.00348375,0.0016881023,0.0037579508],"domain_scores_gemma":[0.99372244,0.00067939487,0.0029513,0.0012477265,0.00020116851,0.0011979641],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030684818,0.0021083162,0.0037055362,0.003741585,0.00046124583,0.00026542164,0.0015988054,0.00094374194,0.0106904255],"category_scores_gemma":[0.00006867631,0.002814402,0.00020861745,0.0035996248,0.00028132307,0.0005980562,0.0015430036,0.00275346,0.00014983694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0029600644,0.000358,0.08107211,0.03479914,0.00061802444,0.02705205,0.0076493374,0.0036208895,0.000007311137,0.0013806027,0.0089812325,0.83150125],"study_design_scores_gemma":[0.013570898,0.00048318965,0.005519013,0.036451746,0.00011619053,0.00006469762,0.16492262,0.0076848837,0.0000011348869,0.000005475096,0.76888984,0.0022903143],"about_ca_topic_score_codex":0.9918355,"about_ca_topic_score_gemma":0.998707,"teacher_disagreement_score":0.82921094,"about_ca_system_score_codex":0.08039489,"about_ca_system_score_gemma":0.013558813,"threshold_uncertainty_score":0.99954724},"labels":[],"label_agreement":null},{"id":"W7115816179","doi":"","title":"FACTORS INFLUENCING AIR QUALITY HEALTH INDEX ADOPTION","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographics; Scale (ratio); Equity (law); Socioeconomic status; Air quality index; Public health; Intervention (counseling); Index (typography); Health equity; Relevance (law)","score_opus":0.04405372382679541,"score_gpt":0.28768673136779094,"score_spread":0.24363300754099554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3350155,0.00005495031,0.0009617375,0.0008811535,0.0005833924,0.00060808647,0.000088899134,0.00020733604,0.6615989],"genre_scores_gemma":[0.27393046,0.00009319193,0.00020944863,0.0018779004,0.00010101928,0.0000013204813,0.0002578367,0.000059080114,0.72346973],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997297,0.00037390852,0.00045465896,0.0006332159,0.0005661291,0.00067510724],"domain_scores_gemma":[0.9983439,0.000087183515,0.0006805744,0.00036572255,0.00002374444,0.00049887906],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037143883,0.00041328196,0.0005010811,0.00012258838,0.0005105176,0.000028771694,0.0004527111,0.00045318616,0.12600923],"category_scores_gemma":[0.00003502347,0.00037709918,0.00016036254,0.0004373258,0.00010290385,0.0006357612,0.00013678514,0.00045828216,0.00058735657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041039975,0.00013489841,0.1454181,0.0006932268,0.000065017906,0.000014317252,0.009958214,0.0001600795,0.00012775582,0.00076827,0.0054626246,0.8367871],"study_design_scores_gemma":[0.00059066387,0.00013072694,0.60735416,0.0002770558,0.000022030976,5.0857676e-7,0.00922124,0.00001229176,0.000102639584,0.00019049445,0.38157496,0.00052324665],"about_ca_topic_score_codex":0.0059690783,"about_ca_topic_score_gemma":0.013391151,"teacher_disagreement_score":0.83626384,"about_ca_system_score_codex":0.0018510297,"about_ca_system_score_gemma":0.00022696928,"threshold_uncertainty_score":0.9998681},"labels":[],"label_agreement":null},{"id":"W7115816251","doi":"","title":"Investigating Post-COVID Condition in Systemically Underrepresented Communities: A Multiple Methods Thematic Approach within the Greater Toronto and Hamilton Area","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Qualitative research; Context (archaeology); Social support; Coping (psychology); Focus group; Health care; Health equity; Stigma (botany)","score_opus":0.03659372837812177,"score_gpt":0.2871919344154492,"score_spread":0.25059820603732746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816251","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38812,0.0007790686,0.0020663955,0.00015115114,0.00027242475,0.0025246977,0.00004821222,0.00011330396,0.6059247],"genre_scores_gemma":[0.729023,0.00010215007,0.009025835,0.0005476369,0.000025080522,0.00006304792,0.0021186918,0.000075999356,0.2590186],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99819,0.00058785273,0.00039763254,0.0003668132,0.00021790256,0.00023978947],"domain_scores_gemma":[0.9985765,0.0003858173,0.00031235584,0.0005051048,0.00010282328,0.00011737827],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002455687,0.0003930329,0.00063916086,0.0001632134,0.00020647427,0.00006840148,0.00027421842,0.0002886206,0.0012751082],"category_scores_gemma":[0.00008061261,0.00029532754,0.00012320983,0.00029219553,0.00010652069,0.00016977622,0.00007239539,0.00036872923,0.0000023374703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005767892,0.003999012,0.122716166,0.062083073,0.010567859,0.0004073818,0.67070895,0.0005782374,0.003960117,0.008331871,0.0008758049,0.110003605],"study_design_scores_gemma":[0.009445884,0.0003321503,0.013377471,0.018651072,0.0013362025,0.000063284766,0.9279983,0.025643632,0.00014416876,0.0011477786,0.0011445713,0.00071548345],"about_ca_topic_score_codex":0.0055104014,"about_ca_topic_score_gemma":0.0129551655,"teacher_disagreement_score":0.34690616,"about_ca_system_score_codex":0.00035958114,"about_ca_system_score_gemma":0.00015219158,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W7115816265","doi":"","title":"FEASIBILITY OF AN INTERVENTION FOR DEFIBRILLATOR CANDIDATES","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Checklist; Anxiety; Randomized controlled trial; Patient education; Implantable cardioverter-defibrillator; MEDLINE","score_opus":0.02650543264294227,"score_gpt":0.29205840376802744,"score_spread":0.2655529711250852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48136312,0.00020130053,0.00012775189,0.00000439304,0.00034370858,0.00049622235,0.00014222952,0.000054534565,0.51726675],"genre_scores_gemma":[0.48192763,0.00003102242,0.001289308,0.000012339704,0.00024513438,0.000001738992,0.0010725778,0.00004301833,0.5153772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989062,0.00004720178,0.00026956963,0.00040391448,0.00019369452,0.00017941976],"domain_scores_gemma":[0.9987924,0.000047964753,0.0002874604,0.00029539023,0.00047062457,0.000106148465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010922541,0.00022559309,0.00069716264,0.00019101541,0.00009906538,0.000015625039,0.000038430106,0.0002298555,0.0025084116],"category_scores_gemma":[0.000056786776,0.0002348827,0.00046616452,0.00024346983,0.00006896237,0.00011457891,0.00003034079,0.00008253444,0.000016091255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039606836,0.00078456174,0.12351351,0.011976721,0.00434135,0.000030450094,0.0076823332,0.000022376622,0.0057434463,0.0012770763,0.024530368,0.780491],"study_design_scores_gemma":[0.00785021,0.0020282858,0.039378267,0.0015339075,0.0024206124,0.00005265227,0.015213698,0.00008902207,0.011603988,0.00020185854,0.91888505,0.00074244366],"about_ca_topic_score_codex":0.00014066917,"about_ca_topic_score_gemma":0.00079923833,"teacher_disagreement_score":0.8943547,"about_ca_system_score_codex":0.00013910879,"about_ca_system_score_gemma":0.0000934225,"threshold_uncertainty_score":0.99840343},"labels":[],"label_agreement":null},{"id":"W7115816305","doi":"","title":"DEVELOPMENT OF AN ALBUMIN-BINDING DOMAIN CARRIER AND A NOVEL PEPTIDE MIMETIC ANTIVIRAL FOR RESPIRATORY SYNCYTIAL VIRUS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Phosphoprotein; Virus; In vitro; Polymerase; Peptide; Mononegavirales; Viral replication; Amino acid","score_opus":0.03812731948867269,"score_gpt":0.306073195832016,"score_spread":0.26794587634334327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816305","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92219615,0.000055072687,0.0007608102,0.000004689096,0.00021498441,0.0011020435,0.000113353984,0.000046422956,0.0755065],"genre_scores_gemma":[0.20243926,0.00001802672,0.059045944,0.0001639587,0.0008330653,0.00005206413,0.0010413162,0.00039677386,0.7360096],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790347,0.000090370355,0.0004474613,0.0006772096,0.00043647594,0.00044499294],"domain_scores_gemma":[0.99866956,0.00005762514,0.0002886317,0.00036056057,0.00037544392,0.00024820105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034174285,0.00039089276,0.0006369323,0.0007438895,0.00032870893,0.000048079448,0.0002370674,0.00044246018,0.0036522786],"category_scores_gemma":[0.00006217749,0.00042286812,0.00015692826,0.0005283078,0.00020765065,0.00028135144,0.000097235934,0.0003610709,0.000018436845],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054342337,0.0005120343,0.0019038328,0.0021483812,0.00077214604,0.00014729514,0.003917708,0.0000011570521,0.7480936,0.00049378915,0.00040536065,0.23617044],"study_design_scores_gemma":[0.0063891048,0.0019285664,0.0062392703,0.0009020234,0.0005047396,0.0000145574095,0.009885893,0.00006551797,0.2184663,0.000022414486,0.7547962,0.0007854099],"about_ca_topic_score_codex":0.000067883106,"about_ca_topic_score_gemma":0.0018457673,"teacher_disagreement_score":0.75439084,"about_ca_system_score_codex":0.00037559585,"about_ca_system_score_gemma":0.0008784583,"threshold_uncertainty_score":0.9998223},"labels":[],"label_agreement":null},{"id":"W7115816360","doi":"","title":"BLACK WOMEN’S LIVED EXPERIENCE OF BREAST CANCER","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Canadian Institutes of Health Research; University of Ottawa","keywords":"Breast cancer; Psychosocial; Lived experience; Racism; Qualitative research; Thematic analysis; Invisibility; Health care","score_opus":0.03579428081915838,"score_gpt":0.28750158584150537,"score_spread":0.251707305022347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816360","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6204224,0.0006004962,0.000008834111,0.00007827093,0.0004320294,0.00023835473,0.000073391646,0.00006618356,0.37807998],"genre_scores_gemma":[0.3856488,0.000255264,0.00005572494,0.000096958356,0.000117602205,0.0000042557454,0.0000553271,0.000031699874,0.61373436],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984701,0.000026373287,0.0002415507,0.00048297422,0.0004210656,0.0003578833],"domain_scores_gemma":[0.9991124,0.000015707534,0.0001762513,0.0002605837,0.00023323446,0.00020182483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004768334,0.00029899096,0.00051399757,0.00020401663,0.00004937741,0.000026791484,0.0002682331,0.00027275964,0.13243002],"category_scores_gemma":[0.0000073354213,0.00030289678,0.00019239858,0.0006196799,0.00010684308,0.00015501343,0.000067691406,0.0003728807,0.000105239225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0113961,0.00033285207,0.02894459,0.007983242,0.0018938807,0.0032228401,0.18122172,0.00015491566,0.013302962,0.0011088838,0.012632747,0.73780525],"study_design_scores_gemma":[0.002823846,0.00060726074,0.064285524,0.00962314,0.0014194441,0.00009234192,0.5027965,0.00031541035,0.004108337,0.0000983993,0.41257823,0.0012515903],"about_ca_topic_score_codex":0.001324211,"about_ca_topic_score_gemma":0.00075915793,"teacher_disagreement_score":0.73655367,"about_ca_system_score_codex":0.00065588363,"about_ca_system_score_gemma":0.00034714365,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W7115816408","doi":"","title":"Role of Syndecan-1 in Peritoneal Dialysis and Peritonitis","year":2014,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Peritoneal dialysis; Peritonitis; Peritoneum; Staphylococcus aureus; Microcirculation; Chemokine; Fibrosis; Catheter","score_opus":0.005890440594224714,"score_gpt":0.2011623970884757,"score_spread":0.19527195649425097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816408","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40339383,0.0015165956,0.000026645434,0.00007538955,0.00028171708,0.00065670395,0.00006978319,0.000021764825,0.59395754],"genre_scores_gemma":[0.7682677,0.0013770979,0.00011132302,0.00003987949,0.00013544607,0.0000034414488,0.00030780208,0.000055123946,0.22970217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673307,0.00034768588,0.0007251321,0.0009904992,0.00063234265,0.00057125516],"domain_scores_gemma":[0.99825424,0.000100382524,0.00051929965,0.0004889596,0.00021126,0.0004258554],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023461363,0.00065168395,0.0015650513,0.001141537,0.00014660666,0.000077534416,0.00038744323,0.00046510794,0.0646174],"category_scores_gemma":[0.00004195822,0.0007125676,0.0005345799,0.0012480172,0.00026553075,0.00019712598,0.0002604409,0.00043975477,0.00004623273],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002292715,0.0010259976,0.046328142,0.0036155407,0.0019434631,0.0005918531,0.0061936174,0.00016734414,0.004672234,0.0028399173,0.00009070356,0.9302385],"study_design_scores_gemma":[0.012501745,0.0015242879,0.3484936,0.0063960818,0.014099246,0.000014403039,0.18443824,0.0050575472,0.0027625035,0.00017388155,0.42204392,0.0024945475],"about_ca_topic_score_codex":0.0018385758,"about_ca_topic_score_gemma":0.0032545838,"teacher_disagreement_score":0.9277439,"about_ca_system_score_codex":0.00023921576,"about_ca_system_score_gemma":0.00020329897,"threshold_uncertainty_score":0.9995325},"labels":[],"label_agreement":null},{"id":"W7115816413","doi":"","title":"Environmental DNA and the context of CRISPR adaptation","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CRISPR; Context (archaeology); DNA; Genome; Gene; Bacteria; Metagenomics; Cas9","score_opus":0.004735276626468005,"score_gpt":0.20645931056148675,"score_spread":0.20172403393501875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6696832,0.016444562,0.0038394067,0.00013138808,0.0012101096,0.00087674,0.00017565925,0.000034314027,0.3076046],"genre_scores_gemma":[0.8018021,0.00055820995,0.000052121588,0.000018558525,0.0000547181,9.200897e-7,0.0002185708,0.00001921754,0.19727561],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949354,0.000026574739,0.000099475496,0.00021391413,0.00007729415,0.00008917239],"domain_scores_gemma":[0.9997701,0.000009706354,0.000053862786,0.00012648411,0.000011129132,0.000028706836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038329315,0.00013856795,0.00013331157,0.000036366364,0.00003449971,0.000013247808,0.000111517336,0.00014354588,0.0011342565],"category_scores_gemma":[0.0000043218515,0.00012189359,0.00008590368,0.00004657315,0.00006839943,0.000002455214,0.00005314862,0.0000930461,0.0000059080453],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015559663,0.00005083287,0.00014106993,0.00058249244,0.00066915544,0.000024628196,0.0073118256,0.00027424644,0.24170673,0.001766099,0.0015926305,0.7443243],"study_design_scores_gemma":[0.002671129,0.00021876176,0.0009597423,0.00015473865,0.000557173,0.000010965407,0.05890421,0.00087764254,0.23477726,0.0000771686,0.7002888,0.00050242076],"about_ca_topic_score_codex":0.000035439927,"about_ca_topic_score_gemma":0.00028765286,"teacher_disagreement_score":0.7438219,"about_ca_system_score_codex":0.0000110925475,"about_ca_system_score_gemma":0.000020219328,"threshold_uncertainty_score":0.99977887},"labels":[],"label_agreement":null},{"id":"W7115816428","doi":"","title":"Sights and Sounds of Joyful Resistance: Hip Hop, TikTok, and Bi+ Women's Identities","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Queer; Narrative; CONTEST; Digital media; Craft; Construct (python library); Cognitive reframing; Heteronormativity; Identity (music); Human sexuality","score_opus":0.011736750807562759,"score_gpt":0.17602780991144915,"score_spread":0.1642910591038864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07505787,0.0012124686,0.0000019263364,0.00001417108,0.00052855635,0.0001365033,0.00008742446,0.00003579014,0.9229253],"genre_scores_gemma":[0.035498437,0.00011245011,0.000012316323,0.00005261974,0.00012419662,0.0000016980866,0.00009812153,0.000014995662,0.96408516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908835,0.000054918586,0.00017499077,0.00032422147,0.00016536427,0.00019216596],"domain_scores_gemma":[0.99943453,0.000034542714,0.00018285592,0.0001533953,0.00012477573,0.00006990293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049054004,0.00025588032,0.00036206824,0.00019444444,0.000443422,0.00012899068,0.0001753366,0.0001832561,0.112625785],"category_scores_gemma":[0.000005018157,0.00025737874,0.0000705075,0.00007344029,0.00022442338,0.00027758424,0.000046737452,0.00021367427,0.000008928563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077449274,0.000088969035,0.000075739445,0.004571034,0.0004742397,0.00010498581,0.34903046,8.0172833e-7,0.00015309315,0.55590814,0.05994486,0.028873172],"study_design_scores_gemma":[0.00039466884,0.00004101176,0.00006494956,0.00027144648,0.00013000269,4.6114198e-7,0.10829417,6.6668036e-7,0.000026169555,0.0019256489,0.88861,0.00024081535],"about_ca_topic_score_codex":0.0000724685,"about_ca_topic_score_gemma":0.01595799,"teacher_disagreement_score":0.82866514,"about_ca_system_score_codex":0.000087058965,"about_ca_system_score_gemma":0.000074348965,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W7115816482","doi":"","title":"Building relationships: Servicescapes and parents of children in publicly funded K-12 schools","year":2019,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Servicescape; Dimension (graph theory); Quality (philosophy); Variety (cybernetics); Conceptual framework","score_opus":0.023905264644868033,"score_gpt":0.26169784531098633,"score_spread":0.2377925806661183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65704054,0.0006029032,0.00021567644,0.00043861516,0.00022782231,0.0009986445,0.000040529503,0.00004055412,0.3403947],"genre_scores_gemma":[0.90528345,0.001039527,0.0009194221,0.000024149118,0.00003519485,0.0000033951212,0.0003294338,0.00003235472,0.09233308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615544,0.0012152579,0.0007386203,0.00076552015,0.0006111232,0.0005140609],"domain_scores_gemma":[0.9973803,0.0003072368,0.0010691719,0.0006640219,0.00035559395,0.00022365285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009033269,0.00042108176,0.00062465423,0.0009093212,0.00078044087,0.0003406824,0.0013560469,0.0008380471,0.008147539],"category_scores_gemma":[0.00013290976,0.0005280495,0.00017968938,0.002442941,0.00015712371,0.002281948,0.00034910388,0.0011343757,0.000041722746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012573598,0.00021681772,0.85347503,0.0001614342,0.00020552656,0.0000014968743,0.010173774,0.00021873157,0.000036880836,0.0369655,0.000048443664,0.09837062],"study_design_scores_gemma":[0.0026686008,0.00011484454,0.72862226,0.0011859752,0.00037244297,0.0000016992137,0.22661383,0.0018605912,0.0000366065,0.001617879,0.035918187,0.0009870785],"about_ca_topic_score_codex":0.013265706,"about_ca_topic_score_gemma":0.03456176,"teacher_disagreement_score":0.24824288,"about_ca_system_score_codex":0.00032998322,"about_ca_system_score_gemma":0.00034623165,"threshold_uncertainty_score":0.9997171},"labels":[],"label_agreement":null},{"id":"W7115816619","doi":"","title":"Physician Communication via Information and Communication Technology: Understanding its Role in Health System Performance","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Information and Communications Technology; Health care; Scope (computer science); Normative; Health communication; Work (physics); Health informatics; HRHIS","score_opus":0.029469240931549377,"score_gpt":0.3037121678891602,"score_spread":0.2742429269576108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082532436,0.004150497,0.0013253734,0.0015154111,0.0007562438,0.00537761,0.00004993383,0.00070266356,0.90358984],"genre_scores_gemma":[0.9192343,0.0029952633,0.0007097779,0.0003298869,0.000091697926,0.0000698459,0.0010954639,0.00008604361,0.07538773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996436,0.0011324334,0.0010429147,0.00034365198,0.00027921092,0.00076580636],"domain_scores_gemma":[0.99698275,0.00016754569,0.0016668168,0.0007540214,0.00028097723,0.00014787116],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011039964,0.00036610925,0.00065823144,0.00092556624,0.0016489138,0.000031801028,0.0006785656,0.00086184865,0.0007413439],"category_scores_gemma":[0.000026176524,0.00042197338,0.000046965102,0.001273219,0.00008041314,0.001051757,0.00020591222,0.0016755494,0.00024309059],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010423604,0.00014421965,0.020921774,0.03624058,0.00018584038,0.0000038927665,0.056610018,0.00003910992,0.00010311237,0.08380121,0.0020040006,0.7989039],"study_design_scores_gemma":[0.0032245875,0.0004118122,0.0037433498,0.019935584,0.00006876536,0.0000059817107,0.41341165,0.011516161,0.000054071636,0.0005653026,0.5462048,0.00085792516],"about_ca_topic_score_codex":0.0016136882,"about_ca_topic_score_gemma":0.015526935,"teacher_disagreement_score":0.83670187,"about_ca_system_score_codex":0.0056317886,"about_ca_system_score_gemma":0.0009970851,"threshold_uncertainty_score":0.9998232},"labels":[],"label_agreement":null},{"id":"W7115816632","doi":"","title":"Welcoming the Other at Willowdale CRC","year":2022,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Ethnography; Refugee; Participant observation; Embodied cognition; Study abroad; Identity (music); Qualitative research; Intercultural communication","score_opus":0.02296679734208973,"score_gpt":0.17840375359792437,"score_spread":0.15543695625583465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017705407,0.00025502394,0.000011891124,0.0015366588,0.00042146287,0.00012598936,0.00013875947,0.00007853088,0.97972625],"genre_scores_gemma":[0.21301746,0.000008771977,0.0000060624498,0.00078760716,0.00014395121,0.0000018613943,0.000005650487,0.0000139138665,0.78601474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992159,0.00009378061,0.0000850585,0.00019145364,0.00018663195,0.0002271471],"domain_scores_gemma":[0.9996395,0.00004541473,0.000063097395,0.00019039768,0.000024747487,0.000036826576],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007412353,0.00012728728,0.00011773105,0.00004700588,0.0024449886,0.000070004935,0.00038925782,0.000012865293,0.5124461],"category_scores_gemma":[0.0000029693972,0.000106092666,0.00009719148,0.00007467505,0.00021529534,0.00013214395,0.0007332203,0.00015749065,0.00017774236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004059761,0.0002819839,0.0031768505,0.000059369693,0.0004957796,0.00030616927,0.10378403,0.00014752068,0.000153399,0.27007824,0.5373815,0.08372923],"study_design_scores_gemma":[0.0003606731,0.00004087414,0.00008373871,0.0000041637004,0.000036852623,0.000004234533,0.04552869,0.0000220971,0.000015953292,0.000112209906,0.95364684,0.00014367755],"about_ca_topic_score_codex":0.00089923316,"about_ca_topic_score_gemma":0.0062746317,"teacher_disagreement_score":0.51226836,"about_ca_system_score_codex":0.00014845394,"about_ca_system_score_gemma":0.000013232531,"threshold_uncertainty_score":0.9988537},"labels":[],"label_agreement":null},{"id":"W7115816662","doi":"","title":"Evidence Brief: Promoting Healthy Weights Using Population-based Interventions in Canada","year":2012,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Key (lock); Stakeholder; Intervention (counseling); MEDLINE","score_opus":0.05618966197297826,"score_gpt":0.2560208743127282,"score_spread":0.19983121233974993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08836584,0.014875437,0.005179511,0.000784552,0.0058761197,0.010537834,0.0017719466,0.0006200266,0.8719887],"genre_scores_gemma":[0.3461666,0.00006564149,0.004050181,0.00020300467,0.00046446486,0.000004580035,0.00019469514,0.0012530518,0.64759773],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902332,0.0022235424,0.001667201,0.0020211616,0.0013652119,0.0024897095],"domain_scores_gemma":[0.99404484,0.00049119635,0.0027065836,0.0013018958,0.00030234712,0.0011531401],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007450147,0.0015949223,0.0017288738,0.002166963,0.0007004357,0.0002068795,0.001695406,0.0007468741,0.5952524],"category_scores_gemma":[0.0001661943,0.002125881,0.0007700673,0.004583118,0.00020667895,0.0015588581,0.0006887782,0.0016105612,0.0007929221],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00087281794,0.00091004616,0.85418856,0.0060776523,0.00053424167,0.0009771835,0.0006361699,0.0053719315,0.00007619319,0.000597651,0.0012359255,0.12852165],"study_design_scores_gemma":[0.0076393764,0.00038706063,0.111624345,0.093461506,0.002164754,0.00005751353,0.0025362025,0.04425369,0.00006829671,0.00003302919,0.7322249,0.0055493787],"about_ca_topic_score_codex":0.9786403,"about_ca_topic_score_gemma":0.99690235,"teacher_disagreement_score":0.7425642,"about_ca_system_score_codex":0.028591454,"about_ca_system_score_gemma":0.010020751,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W7115816675","doi":"","title":"Inuit Harvest Data in Qikiqtait Protected Area Development","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); General partnership; Indigenous; Baseline (sea); Protected area; Data collection; Eider; Citizen science","score_opus":0.050013640614572114,"score_gpt":0.3032498999951376,"score_spread":0.2532362593805655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07941882,0.00034312534,0.000018014873,0.000280281,0.0022772406,0.0029630105,0.00023435186,0.00021689743,0.9142482],"genre_scores_gemma":[0.009229051,0.00008381675,0.000436436,0.00014779197,0.00016004141,0.000034689085,0.0023129785,0.00007737939,0.98751783],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700785,0.00026349418,0.0005245726,0.00086321164,0.0002274624,0.0011134299],"domain_scores_gemma":[0.9987254,0.0001128114,0.00027292184,0.0005952732,0.00018282601,0.00011076275],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036181405,0.0004037884,0.00057260663,0.00041067167,0.0014353952,0.000024353458,0.0009473224,0.0008734397,0.08878203],"category_scores_gemma":[0.000058880334,0.0004212044,0.000055828576,0.0007383501,0.000031151947,0.00017875757,0.0010877211,0.0017728526,0.0018742159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015871649,0.00047879282,0.025605166,0.0109457895,0.0013818182,0.0029386443,0.6370114,0.000019152294,0.00008456502,0.0035275354,0.042114537,0.27430543],"study_design_scores_gemma":[0.00063614437,0.00004452119,0.009253743,0.00086264097,0.00008725064,9.455861e-7,0.14246261,0.00003034336,0.000004060501,0.000042999676,0.8461705,0.00040424324],"about_ca_topic_score_codex":0.0052964296,"about_ca_topic_score_gemma":0.81285846,"teacher_disagreement_score":0.807562,"about_ca_system_score_codex":0.0014313762,"about_ca_system_score_gemma":0.0023807725,"threshold_uncertainty_score":0.9998646},"labels":[],"label_agreement":null},{"id":"W7115816677","doi":"","title":"Integrated Primary Care and Social Care Services","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Corporate governance; Health care; Focus group; Service delivery framework; Population; Primary care; Qualitative research; Health services research","score_opus":0.012704534447811243,"score_gpt":0.31022493964791636,"score_spread":0.29752040520010514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09553133,0.00089737185,0.0000030834597,0.00016862892,0.0026368294,0.00075299887,0.00033546682,0.00012481809,0.8995495],"genre_scores_gemma":[0.045436997,0.000057522062,0.0001604172,0.000885526,0.00024298251,0.000027560196,0.019409629,0.00006016768,0.9337192],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981631,0.0005150242,0.0002720906,0.00044767486,0.00030249817,0.00029962964],"domain_scores_gemma":[0.9987293,0.00006090486,0.00034858266,0.00015192592,0.0006289795,0.00008031757],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000522344,0.00029376466,0.00032982486,0.00024037652,0.0020294082,0.000028091994,0.0003014777,0.0004968265,0.15367812],"category_scores_gemma":[0.000003359547,0.00031950435,0.00008295216,0.0004980511,0.000027513528,0.00020584464,0.00016395716,0.0011165562,0.00010543853],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023945288,0.00006919635,0.0064962353,0.012272614,0.00015436547,0.000037157413,0.49890974,0.000002309989,0.00026427617,0.0032458894,0.010577916,0.46557578],"study_design_scores_gemma":[0.00043451862,0.000031838557,0.0037433624,0.00025246444,0.00006555292,1.5869408e-7,0.48571673,0.0000022494314,0.000004874271,0.000010420237,0.5095692,0.00016862764],"about_ca_topic_score_codex":0.0008209426,"about_ca_topic_score_gemma":0.011165539,"teacher_disagreement_score":0.4989913,"about_ca_system_score_codex":0.0012647364,"about_ca_system_score_gemma":0.0020137115,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W7115816684","doi":"","title":"A study of the dynamics of ethnic boundaries between Southern and Northern Sudanese Canadians","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Appalachian Studies and Mathematics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Diaspora; Meaning (existential); Participant observation; Boundary (topology); Dynamics (music); Ethnic community","score_opus":0.022737584717428518,"score_gpt":0.25960554879359615,"score_spread":0.23686796407616764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6278945,0.00008525827,0.000005322294,0.00007513324,0.00014484169,0.00042025428,0.00012366912,0.00000919698,0.37124178],"genre_scores_gemma":[0.5306285,0.000021367658,0.000009835515,0.00000215716,0.000029001334,4.8978654e-7,0.000010270776,0.000013829151,0.46928456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990057,0.0001306123,0.00017963685,0.00018877863,0.0002975054,0.00019778968],"domain_scores_gemma":[0.99887985,0.00006996635,0.00053604494,0.0002957453,0.00014958352,0.000068828034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015085722,0.00016493836,0.0003934763,0.000055377914,0.001067144,0.000051956526,0.0005984205,0.00017534297,0.0008318018],"category_scores_gemma":[0.000050985487,0.00014211972,0.00009195381,0.00020288637,0.0005898822,0.00006163444,0.00009489366,0.00018464605,0.0000017479604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051416522,0.00011983702,0.17691222,0.00035177267,0.0005360779,0.000015500922,0.6639024,0.0000030527578,0.000001241273,0.0053712823,0.000067759975,0.15266742],"study_design_scores_gemma":[0.0003701467,0.00006944793,0.022289637,0.00013090206,0.00043429335,1.2815926e-7,0.955645,0.0000033271308,0.0000011062098,0.00035224782,0.020529605,0.00017416132],"about_ca_topic_score_codex":0.15418959,"about_ca_topic_score_gemma":0.98386073,"teacher_disagreement_score":0.82967114,"about_ca_system_score_codex":0.00012829564,"about_ca_system_score_gemma":0.0004515796,"threshold_uncertainty_score":0.91076463},"labels":[],"label_agreement":null},{"id":"W7115816722","doi":"","title":"SOMALI-CANADIAN YOUTH: EMPLOYMENT, HEALTH, PANDEMIC","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; Pandemic; Government (linguistics); Immigration; Refugee; Coping (psychology); Unemployment; Poverty","score_opus":0.03417405778123233,"score_gpt":0.2795547567819813,"score_spread":0.24538069900074894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816722","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03200076,0.002102026,0.000040022634,0.0002463639,0.002759023,0.0006033798,0.0003922103,0.00015332479,0.9617029],"genre_scores_gemma":[0.05164993,0.00023473933,0.00006733559,0.0010808568,0.00025637957,0.0000041171115,0.0047632908,0.0000807844,0.9418626],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721086,0.00034240223,0.00041933032,0.0008369225,0.0002480483,0.000942411],"domain_scores_gemma":[0.9980685,0.000041146,0.00033681767,0.0005297534,0.00014160929,0.00088218146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014225142,0.00043718686,0.0005393302,0.00048081708,0.0004355709,0.000064558015,0.00043847697,0.0006820632,0.30376104],"category_scores_gemma":[0.00000881213,0.00055013027,0.00021957303,0.000682027,0.000034041776,0.00012802678,0.000023969866,0.00066192856,0.0007952562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004994295,0.00025685874,0.025163542,0.0005478599,0.00063060573,0.0006045684,0.121426746,0.0000048149436,0.0000070373044,0.0103915995,0.029801892,0.8106651],"study_design_scores_gemma":[0.0013845273,0.00014939018,0.020189688,0.00022422874,0.00013715935,0.000014410107,0.12502012,0.0000020403231,0.000005760894,0.000057259876,0.8522648,0.0005505786],"about_ca_topic_score_codex":0.2194495,"about_ca_topic_score_gemma":0.9059015,"teacher_disagreement_score":0.822463,"about_ca_system_score_codex":0.00061838934,"about_ca_system_score_gemma":0.0016125463,"threshold_uncertainty_score":0.9999827},"labels":[],"label_agreement":null},{"id":"W7115816848","doi":"","title":"EFFECTS OF CHEMOTHERAPY ON RED BLOOD CELL ALLOIMMUNIZATION IN CHILDREN","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chemotherapy; Cohort; Retrospective cohort study; Logistic regression; Antibody; Cohort study; Medical record; Incidence (geometry)","score_opus":0.004069531891548112,"score_gpt":0.19047573138643784,"score_spread":0.18640619949488973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7583423,0.00026272764,0.0000068602535,0.000028254042,0.00010147793,0.0007760512,0.000006112616,0.00003441677,0.24044175],"genre_scores_gemma":[0.7075028,0.0005409907,0.00020232832,0.00007432956,0.00006003266,0.000001544976,0.0008518239,0.00007813802,0.29068807],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989137,0.00006489692,0.00020547186,0.0003408971,0.00028731293,0.00018770463],"domain_scores_gemma":[0.9993587,0.000025948695,0.00016912018,0.00024125417,0.00011422627,0.00009076301],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000585257,0.00027313124,0.0004842588,0.00033090025,0.000030495357,0.0000074993854,0.00016654655,0.00040142424,0.0034715456],"category_scores_gemma":[0.0000071640707,0.0002858699,0.0001280454,0.00054269156,0.00002152833,0.00006801813,0.000015372718,0.0003563311,0.000011627221],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017635833,0.011588898,0.16922194,0.007165034,0.0021253317,0.0007981331,0.0081472425,0.00011839948,0.15109998,0.000626681,0.0013862166,0.6300863],"study_design_scores_gemma":[0.05851734,0.003963667,0.63251835,0.004335798,0.0031446586,0.00002007741,0.0018272983,0.00005197727,0.27218035,0.00013221851,0.022120778,0.0011874785],"about_ca_topic_score_codex":0.00023091187,"about_ca_topic_score_gemma":0.00015179066,"teacher_disagreement_score":0.62889886,"about_ca_system_score_codex":0.00007342975,"about_ca_system_score_gemma":0.00010942178,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W7115816867","doi":"","title":"Three Essays in Health Economics","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prescription drug; Medical prescription; Health insurance; Health economics; Medicare Part D; Medical Expenditure Panel Survey; Affect (linguistics); Wage","score_opus":0.036085063929395964,"score_gpt":0.23233169110156038,"score_spread":0.1962466271721644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011120276,0.0012016791,0.00085571234,0.0022989963,0.00090398476,0.000518877,0.00020299165,0.000050088183,0.99285567],"genre_scores_gemma":[0.011948105,0.0022553953,0.00046077443,0.00097491936,0.00009608847,0.000005946652,0.00035417575,0.00004465966,0.98385996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810594,0.000029126726,0.00067354797,0.0006707783,0.000026416372,0.0004941884],"domain_scores_gemma":[0.9989128,0.000033223503,0.0005304627,0.00037470457,0.00001938526,0.00012943558],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003097683,0.00028967083,0.00069526443,0.0008572142,0.00011679574,0.0000562774,0.00048164776,0.00030972942,0.017937353],"category_scores_gemma":[0.000017781444,0.000438726,0.00015599844,0.00053266593,0.000016651586,0.00018423496,0.00009977011,0.00039226975,0.00031530656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005809117,0.000058643214,0.0015429108,0.00082446967,0.00006669819,0.000015110785,0.00045713325,0.00013428883,3.8788574e-8,0.7820581,0.0016323599,0.21315213],"study_design_scores_gemma":[0.00067360257,0.000044665274,0.002855051,0.00020351219,0.0000064967567,2.373034e-7,0.0008421716,0.00044084876,0.0000013317741,0.028392492,0.96619594,0.00034364365],"about_ca_topic_score_codex":0.022100843,"about_ca_topic_score_gemma":0.14991148,"teacher_disagreement_score":0.9645636,"about_ca_system_score_codex":0.0008848911,"about_ca_system_score_gemma":0.0002486089,"threshold_uncertainty_score":0.99980646},"labels":[],"label_agreement":null},{"id":"W7115816908","doi":"","title":"Three Essays on the Economics of Education","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Earnings; Regression discontinuity design; Numeracy; Grade inflation; Standardized test; Accountability; Curriculum; Test score; Scale (ratio)","score_opus":0.020894254892696456,"score_gpt":0.248840396916789,"score_spread":0.22794614202409255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115816908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04495675,0.00006833391,0.000009284268,0.00051273865,0.000975559,0.00020821567,0.000012181808,0.0000185097,0.9532384],"genre_scores_gemma":[0.028268425,0.00038711593,0.00003444603,0.00016870181,0.00025944406,0.0000017365769,0.0000595578,0.000008896737,0.97081167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993524,0.00006234946,0.00011597285,0.00019146239,0.00012972364,0.00014811529],"domain_scores_gemma":[0.99932534,0.0001267335,0.00018490611,0.00021106844,0.00011038644,0.000041542902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013849542,0.00012385388,0.00014901205,0.00012062921,0.00033237736,0.000041884985,0.0005435018,0.0002063543,0.030020116],"category_scores_gemma":[0.0000312306,0.00011581907,0.000096549054,0.0003612778,0.000054178334,0.0001559625,0.000022551987,0.00022123293,0.0000563688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015939822,0.00007573629,0.002329679,0.00010914029,0.00007287856,7.9139096e-7,0.00436823,0.000034008975,0.000006061122,0.2948766,0.012909445,0.68505806],"study_design_scores_gemma":[0.0001274904,0.000029035646,0.0019535993,0.0002259878,0.00006898353,3.2621394e-8,0.03038178,0.000014356319,0.00010702672,0.0028393907,0.96409667,0.00015563263],"about_ca_topic_score_codex":0.002065576,"about_ca_topic_score_gemma":0.08426376,"teacher_disagreement_score":0.95118725,"about_ca_system_score_codex":0.00016267381,"about_ca_system_score_gemma":0.0009989808,"threshold_uncertainty_score":0.97086656},"labels":[],"label_agreement":null},{"id":"W7115817022","doi":"","title":"A METHODOLOGY TO QUANTIFY LOCAL CARBON-FREE THERMAL ENERGY SOURCES WITH HIGH TEMPORAL AND SPATIAL RESOLUTION","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waste heat; Renewable heat; Reuse; Thermal; Thermal energy; Heating system; Space (punctuation); Residual","score_opus":0.011650989809150834,"score_gpt":0.19220410231065865,"score_spread":0.18055311250150782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817022","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07435928,0.00042474584,0.44732055,0.000069401365,0.0015172081,0.00043780595,0.00006908483,0.00066940294,0.47513252],"genre_scores_gemma":[0.7232755,0.00004565803,0.009814237,0.000040327475,0.00018531861,0.00001053778,0.00074828905,0.00013851964,0.26574162],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985239,0.00022982228,0.00024028904,0.00046739413,0.00019808838,0.00034049954],"domain_scores_gemma":[0.9992801,0.00006971898,0.00010160091,0.00032606698,0.00011183471,0.00011066354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007779627,0.0004355097,0.0004861699,0.00048042045,0.00009694843,0.000050108596,0.000337951,0.0005929378,0.00083240395],"category_scores_gemma":[0.000014756459,0.0004487711,0.00005752091,0.0005798504,0.00004463116,0.000107634696,0.00007037273,0.00030867633,0.000001964132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016094772,0.000029736877,0.0004299539,0.0005129066,0.0006687725,0.00017404018,0.0015226565,0.80225015,0.001868101,0.0065174457,0.00031530985,0.18410146],"study_design_scores_gemma":[0.008771152,0.0016742599,0.004722168,0.0038055556,0.00206486,0.00006200644,0.02878197,0.62827253,0.05141925,0.0002498112,0.26468977,0.0054866383],"about_ca_topic_score_codex":0.024922349,"about_ca_topic_score_gemma":0.07763384,"teacher_disagreement_score":0.6489162,"about_ca_system_score_codex":0.0002031997,"about_ca_system_score_gemma":0.00009993599,"threshold_uncertainty_score":0.9997964},"labels":[],"label_agreement":null},{"id":"W7115817106","doi":"","title":"Building Public Sector Reputation: An Examination of Child Welfare in Ontario","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Welfare; Public sector; Narrative; Service (business); Control (management); Work (physics); Field (mathematics)","score_opus":0.02276803769395382,"score_gpt":0.20045301562200338,"score_spread":0.17768497792804955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7332415,0.000048096197,0.00038109714,0.00041307136,0.0019932585,0.0009956969,0.000011618627,0.0001799462,0.2627357],"genre_scores_gemma":[0.81994236,0.000020128511,0.00018235129,0.000042426105,0.0003028312,0.000003836587,0.001839369,0.0000902067,0.1775765],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99661857,0.00015085922,0.00087673037,0.0010571291,0.0007211346,0.0005755708],"domain_scores_gemma":[0.9969456,0.000046871155,0.0016920295,0.00038369736,0.00087535894,0.00005641633],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006536952,0.0005803244,0.0006802011,0.0022315546,0.0007944245,0.0007372604,0.0006593571,0.00060259714,0.056861546],"category_scores_gemma":[0.000081995364,0.0007732141,0.0002534549,0.0042463425,0.00008823751,0.0059809075,0.00026814252,0.0007415869,0.00012505542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076140166,0.0010887008,0.09817771,0.0046973503,0.00049077196,0.0006774708,0.005965366,0.011562972,0.00024035298,0.06221455,0.00014190366,0.8139815],"study_design_scores_gemma":[0.0022252065,0.000098616445,0.8312311,0.0013568223,0.0004232651,0.0000035773442,0.023789935,0.0036271159,0.00004004934,0.00069861073,0.1354506,0.0010550543],"about_ca_topic_score_codex":0.075439095,"about_ca_topic_score_gemma":0.8233171,"teacher_disagreement_score":0.8129264,"about_ca_system_score_codex":0.0008007026,"about_ca_system_score_gemma":0.00022741444,"threshold_uncertainty_score":0.9994719},"labels":[],"label_agreement":null},{"id":"W7115817144","doi":"","title":"Facies architecture, paleodischarge, and the variability of confluence scours in Cretaceous Rivers: Ferron Sandstone, Utah and Torrivio Sandstone, New Mexico, USA","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Fluvial; Confluence; Facies; Tributary; Cretaceous; Aquifer","score_opus":0.010775994359626066,"score_gpt":0.20098509426511363,"score_spread":0.19020909990548757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5329651,0.0030692983,0.00030091562,0.00022061291,0.00019954628,0.0005507522,0.00020615672,0.000024588591,0.46246302],"genre_scores_gemma":[0.91816664,0.000934385,0.0004300582,0.00006899073,0.000014703113,5.0709286e-7,0.00020193889,0.000003243609,0.080179535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870884,0.00019230951,0.00026320908,0.00038366995,0.0002025462,0.0002494437],"domain_scores_gemma":[0.99904627,0.00040198915,0.00019880217,0.00017898741,0.00006399532,0.00010993969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024214036,0.00027115192,0.00045529654,0.00017828138,0.00019672289,0.000071359485,0.00033021378,0.00022931794,0.024651168],"category_scores_gemma":[0.000088548615,0.00019624665,0.00007129801,0.0004607289,0.000342332,0.00024266954,0.000041879972,0.00034442267,0.0000062389945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017480564,0.00003318342,0.57468265,0.000768248,0.00010153887,0.00002122833,0.0045938315,0.00267169,0.000006915688,0.002477576,0.00010537796,0.41278967],"study_design_scores_gemma":[0.0032331038,0.00022944072,0.9306142,0.00047291268,0.00028374378,0.000013646284,0.0068055587,0.0013411879,0.00009732717,0.007986383,0.048286077,0.0006364719],"about_ca_topic_score_codex":0.0052465783,"about_ca_topic_score_gemma":0.04346611,"teacher_disagreement_score":0.4121532,"about_ca_system_score_codex":0.000007934359,"about_ca_system_score_gemma":0.00017162871,"threshold_uncertainty_score":0.97624046},"labels":[],"label_agreement":null},{"id":"W7115817180","doi":"","title":"Effect of prosody on word list recall","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recall; Prosody; Serial position effect; Stress (linguistics); Recall test; Task (project management); Free recall","score_opus":0.02139940558955128,"score_gpt":0.2541118690494359,"score_spread":0.2327124634598846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817180","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41461146,0.0000160145,0.0000013671953,0.000019540174,0.00070691603,0.00039067876,0.000025986812,0.00012391467,0.5841041],"genre_scores_gemma":[0.13126379,0.000098297714,0.000008824819,0.00006390568,0.00006251952,0.0000028798827,0.000039216833,0.000048426267,0.86841214],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815524,0.00022562362,0.0002264718,0.0006828951,0.00041184528,0.00029794636],"domain_scores_gemma":[0.9988145,0.00038761884,0.00032842194,0.0003180043,0.0000558728,0.000095559066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013601048,0.00033600206,0.00042776726,0.00024558898,0.00014328414,0.000050592054,0.00068960583,0.0002583317,0.01726299],"category_scores_gemma":[0.00023812524,0.00030716098,0.00017070177,0.0010024819,0.00009070718,0.00019213483,0.00007097507,0.0003633316,0.00042006813],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005887078,0.00017689809,0.0009750805,0.004929326,0.00006905348,0.00077478314,0.0013002971,0.0001490299,0.049056582,0.0020353165,0.0024196866,0.9322269],"study_design_scores_gemma":[0.0014780473,0.002086599,0.0004899214,0.0013964777,0.0001800778,0.0000043067644,0.0009351296,0.000085994674,0.68185306,0.000124448,0.31062365,0.0007422893],"about_ca_topic_score_codex":0.000055808054,"about_ca_topic_score_gemma":0.00016415762,"teacher_disagreement_score":0.9314846,"about_ca_system_score_codex":0.000056158202,"about_ca_system_score_gemma":0.0000760034,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W7115817306","doi":"","title":"FLOOD-RISK COMMUNICATION: INSIGHTS FROM CANADIAN HOUSEHOLDS","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Perception; Survey data collection; Flood myth; Risk perception; Preference","score_opus":0.009431838095077322,"score_gpt":0.19080912185736454,"score_spread":0.1813772837622872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09588308,0.00012077942,0.00001738834,0.00008747261,0.0004681356,0.00037283768,0.00008138544,0.0001881156,0.90278083],"genre_scores_gemma":[0.08861209,0.0007949202,0.0006337269,0.00009817466,0.000049379996,0.0000042245533,0.0016288742,0.00007632354,0.9081023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983554,0.00014878686,0.00019478366,0.00057459495,0.0003589445,0.00036747963],"domain_scores_gemma":[0.99876326,0.000047239217,0.00020196999,0.00069170044,0.00001353053,0.0002823065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000058765716,0.00034074657,0.00026827664,0.0001519507,0.00050055987,0.00010332923,0.0010619784,0.00030749076,0.14002785],"category_scores_gemma":[0.0000060440134,0.00038664287,0.00012920676,0.00072130555,0.000071947616,0.00031579018,0.0003110783,0.0004307944,0.00389951],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019832185,0.0002533321,0.06941936,0.00010120244,0.0010559832,0.0007482365,0.010212756,0.0034817557,0.00014948154,0.0026090017,0.19101684,0.7207537],"study_design_scores_gemma":[0.00046310207,0.00002946838,0.09985367,0.00006734454,0.00025975506,1.4023092e-7,0.006396083,0.00020249246,0.000042516593,0.00046510465,0.8917465,0.0004738026],"about_ca_topic_score_codex":0.59176356,"about_ca_topic_score_gemma":0.96644735,"teacher_disagreement_score":0.72027993,"about_ca_system_score_codex":0.0006965754,"about_ca_system_score_gemma":0.00007635538,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W7115817349","doi":"","title":"Investigating Speech Perception and Individual Variation in Cognitive-Behavioural Traits","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mismatch negativity; Categorical perception; Variation (astronomy); Categorization; Perception; Vowel; Oddball paradigm; Neurotypical; Electroencephalography; Speech perception","score_opus":0.05667542619936089,"score_gpt":0.27803537040266385,"score_spread":0.22135994420330296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8129911,0.000027676122,0.000051899216,0.00015736917,0.00011814197,0.00061915285,0.00007864022,0.0000756816,0.18588038],"genre_scores_gemma":[0.7701168,0.00006089326,0.00016575742,0.000077695826,0.000020388432,0.000004037413,0.00016233514,0.000029419714,0.22936268],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976297,0.00035601621,0.00025073436,0.0008397661,0.00049417384,0.00042958395],"domain_scores_gemma":[0.9993837,0.00018356455,0.00017891612,0.000112230395,0.00002885813,0.000112762995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014841101,0.00032287015,0.00030258574,0.00071810035,0.00024143883,0.00017017126,0.0003752235,0.00037344417,0.011209337],"category_scores_gemma":[0.00019081877,0.00040812002,0.00006443921,0.0012159498,0.00009387099,0.0004973893,0.00016033794,0.0008259409,0.000027207167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027375668,0.00022363749,0.01772522,0.00040350063,0.000033963643,0.00028094143,0.014974661,0.000010579325,0.0365465,0.006140069,0.000041804382,0.9233454],"study_design_scores_gemma":[0.0032532546,0.00018696362,0.9735006,0.001193931,0.00020643068,0.00001623856,0.011657202,0.0006953027,0.0055657327,0.0018848095,0.0009462312,0.0008932694],"about_ca_topic_score_codex":0.0006193155,"about_ca_topic_score_gemma":0.004483802,"teacher_disagreement_score":0.95577544,"about_ca_system_score_codex":0.00021730723,"about_ca_system_score_gemma":0.00024633756,"threshold_uncertainty_score":0.99983704},"labels":[],"label_agreement":null},{"id":"W7115817409","doi":"","title":"Halbach Arrays in Aerospace Axial and Radial Flux Machines","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"Aerospace; License; Permission; Flux (metallurgy); Electronic equipment","score_opus":0.007410488374371762,"score_gpt":0.1843389092246097,"score_spread":0.17692842085023794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817409","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17275359,0.0010461436,0.0014039903,0.000051683415,0.0012765994,0.00053130393,0.000043654014,0.0008771342,0.8220159],"genre_scores_gemma":[0.02315424,0.00037133394,0.00042541322,0.000009464702,0.00017389246,0.0000021579413,0.0003323014,0.00010166627,0.97542953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896,0.000045308734,0.0001650031,0.0003439532,0.00016305097,0.00032266532],"domain_scores_gemma":[0.99963033,0.000046774356,0.000048050348,0.0001498097,0.000022689257,0.000102315185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057302674,0.00032003885,0.0003903458,0.00046014608,0.00006574159,0.000058406906,0.00021384768,0.00030790435,0.007365161],"category_scores_gemma":[0.000008543264,0.00038360307,0.00011277562,0.0009906534,0.000018658406,0.00012318921,0.000022523427,0.00039985072,0.00007481243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016166606,0.00003610274,0.0028603452,0.0005857722,0.0003890577,0.00049979653,0.0021050032,0.0033681027,0.0030085724,0.00030630289,0.004799266,0.98188],"study_design_scores_gemma":[0.0122854095,0.0005127621,0.04557086,0.0017948055,0.0022912186,0.00003429642,0.009593649,0.32620552,0.0037063456,0.0008813181,0.5894474,0.007676467],"about_ca_topic_score_codex":0.00035695473,"about_ca_topic_score_gemma":0.0051884907,"teacher_disagreement_score":0.9742035,"about_ca_system_score_codex":0.0001371326,"about_ca_system_score_gemma":0.000031226256,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W7115817434","doi":"","title":"Exploring the reputation of the Ontario wine industry: What is making wine consumers in Toronto buy or ignore wines from Ontario?","year":2015,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Winery; Wine; Reputation; Quality (philosophy); Wine tasting; Winemaking; Wine grape; Organizational identity","score_opus":0.05960989898189696,"score_gpt":0.23601139324204545,"score_spread":0.1764014942601485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817434","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88397115,0.00023646651,0.000006699709,0.0025369993,0.0035483574,0.0011361813,0.000024800143,0.000046415742,0.10849294],"genre_scores_gemma":[0.47006902,0.000039720802,0.00006969871,0.0005588511,0.00299109,0.000011838217,0.00034619463,0.00010687159,0.5258067],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996213,0.00015540497,0.0009687206,0.0010506627,0.0009135288,0.00069865095],"domain_scores_gemma":[0.9966391,0.00016176447,0.0016227012,0.0008937004,0.00061851967,0.00006421565],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042964984,0.0009333729,0.000927555,0.0002695001,0.000580886,0.00078107783,0.0015012545,0.00094375556,0.12569878],"category_scores_gemma":[0.0000789094,0.0007215742,0.00034188497,0.0014704077,0.0002272469,0.009195452,0.0007030849,0.0021566146,0.00003855097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007132372,0.00078396685,0.5010732,0.0010889337,0.0019871565,0.0007954676,0.102773696,0.0019522147,0.00016765024,0.00023284966,0.012485995,0.36952654],"study_design_scores_gemma":[0.002997695,0.000055602122,0.2111701,0.0043616514,0.0010864955,0.0000037103393,0.16783229,0.00016790316,0.00008541354,0.00019074738,0.611173,0.0008754322],"about_ca_topic_score_codex":0.85576206,"about_ca_topic_score_gemma":0.9558027,"teacher_disagreement_score":0.598687,"about_ca_system_score_codex":0.0027048956,"about_ca_system_score_gemma":0.0010797414,"threshold_uncertainty_score":0.9995235},"labels":[],"label_agreement":null},{"id":"W7115817452","doi":"","title":"Molecular Epidemiology of Clinical Infections Caused By Serratia marcescens Complex in a Tertiary Care Hospital System","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Serratia marcescens; Molecular epidemiology; Epidemiology; Cross infection; University hospital; Incidence (geometry)","score_opus":0.013676966430103611,"score_gpt":0.27248569617680596,"score_spread":0.2588087297467023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92751646,0.00067750236,0.0004622803,0.000029173249,0.00071176025,0.0005511097,0.00026650893,0.000026200449,0.069759],"genre_scores_gemma":[0.9383319,0.00012658206,0.0002427149,0.0000488038,0.000057758392,0.0000022200147,0.0035062388,0.000036618458,0.05764719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975406,0.0005761833,0.0007409228,0.00071807776,0.000101504884,0.0003227357],"domain_scores_gemma":[0.9986549,0.000065628294,0.0005238973,0.00047820935,0.00018478528,0.00009255548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015717685,0.00034934658,0.00074625,0.00014307878,0.000060507184,0.000007861793,0.0004275856,0.000906618,0.00071657886],"category_scores_gemma":[0.00011200217,0.0004067367,0.0003237819,0.00024345341,0.00011675103,0.000007783654,0.00013697986,0.00033786288,0.00000534492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029431173,0.00025773287,0.9709206,0.0018841225,0.000524331,0.00010557941,0.00025440945,0.000076664044,0.013425254,0.00033270605,0.003390675,0.008533583],"study_design_scores_gemma":[0.003415005,0.00069947634,0.8638522,0.0016307246,0.0005254728,0.0000038064268,0.01799181,0.00015818332,0.006292096,0.000012208856,0.104176074,0.0012429303],"about_ca_topic_score_codex":0.0002635066,"about_ca_topic_score_gemma":0.0020448612,"teacher_disagreement_score":0.10706842,"about_ca_system_score_codex":0.00010281389,"about_ca_system_score_gemma":0.00027852604,"threshold_uncertainty_score":0.9998385},"labels":[],"label_agreement":null},{"id":"W7115817539","doi":"","title":"Politicizing the White Coat:","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Health care; Government (linguistics); Asylum seeker; Narrative; Legislature; White (mutation); White paper; Identity (music)","score_opus":0.016270935602715145,"score_gpt":0.2415636149903619,"score_spread":0.22529267938764677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021020006,0.00008355457,0.000010052465,0.0025590665,0.0006277158,0.00019628671,0.00010758416,0.000044097196,0.99426967],"genre_scores_gemma":[0.012130373,0.000057732796,0.000033826676,0.0010267883,0.0007837493,6.366337e-7,0.000029761683,0.00002137118,0.9859158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986448,0.00014990092,0.000112086644,0.00028062827,0.00032153595,0.00049100374],"domain_scores_gemma":[0.9992517,0.0000511879,0.00017859502,0.00022910896,0.00010612755,0.00018328431],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013930298,0.00017925499,0.00017213287,0.00008240621,0.00097271026,0.00012998584,0.00070296915,0.00026425888,0.090887904],"category_scores_gemma":[0.00005405307,0.00017686596,0.0001313496,0.0004999154,0.00027769466,0.00019116518,0.000036617465,0.000265884,0.00031368353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014169933,0.00003274025,0.0007375196,0.00009589297,0.00014820894,0.00012239031,0.08963129,0.0000027166468,0.0000127908,0.34320995,0.36825973,0.19760506],"study_design_scores_gemma":[0.00013668383,0.00001435566,0.0012357,0.00008278129,0.00005840176,5.048297e-7,0.027466774,0.0000021694523,0.00001476785,0.00046530762,0.9703121,0.00021043593],"about_ca_topic_score_codex":0.06905543,"about_ca_topic_score_gemma":0.6330473,"teacher_disagreement_score":0.6020524,"about_ca_system_score_codex":0.0003541639,"about_ca_system_score_gemma":0.0006099546,"threshold_uncertainty_score":0.9371438},"labels":[],"label_agreement":null},{"id":"W7115817562","doi":"","title":"EXPANDING THE TRUHD CELL LIBRARY OF HUNTINGTON’S DISEASE: CAPTURING THE PRODROMAL STAGE OF DISEASE AND EXAMINING HOW KINETIN AFFECTS HUNTINGTIN EXPRESSION","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Krembil Foundation","keywords":"Huntingtin; Huntington's disease; Huntingtin Protein; Apoptosis; DNA damage; Cell; Programmed cell death; Trinucleotide repeat expansion","score_opus":0.016894301394406876,"score_gpt":0.2102462248194181,"score_spread":0.19335192342501123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97833186,0.0005698803,0.000015513911,0.00014208461,0.00039425312,0.00085822254,0.00021502607,0.00008126256,0.019391874],"genre_scores_gemma":[0.73224044,0.00007454544,0.000054710028,0.000030585776,0.00006795422,0.0000073757087,0.00003838927,0.000073757146,0.26741225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973845,0.00055513665,0.00025246482,0.00090244645,0.0005367532,0.0003686993],"domain_scores_gemma":[0.99819034,0.0004900225,0.00054468383,0.0005260657,0.000038289585,0.00021061613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010024751,0.00046068127,0.00036123788,0.00021399482,0.0003100066,0.00022601293,0.00078586576,0.00009447763,0.0018918706],"category_scores_gemma":[0.0001913929,0.0003356652,0.0001835973,0.00056031113,0.00025070866,0.0003408464,0.0005365801,0.00039436165,0.0000031816505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009586877,0.00015019884,0.009090103,0.004943169,0.000037309193,0.00011500505,0.0041585844,0.00043333543,0.9722394,0.00027772228,0.00048583647,0.007110664],"study_design_scores_gemma":[0.0004685223,0.00008250356,0.01523132,0.0011557724,0.00035414993,3.3013873e-7,0.0067324853,0.00013291686,0.9700063,0.00002480936,0.0054287636,0.0003821571],"about_ca_topic_score_codex":0.000009401337,"about_ca_topic_score_gemma":0.000010724266,"teacher_disagreement_score":0.24802038,"about_ca_system_score_codex":0.000022713293,"about_ca_system_score_gemma":0.00018761068,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W7115817602","doi":"","title":"ACTIVIN B IN DIABETIC KIDNEY DISEASE","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"TGF-β signaling in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downregulation and upregulation; Kidney; Fibrosis; Extracellular matrix; Glycemic; Disease; Secretion; Kidney disease; Diabetes mellitus","score_opus":0.006377026557743704,"score_gpt":0.21018816828098202,"score_spread":0.20381114172323833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817602","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7152319,0.0013569889,0.000033428194,0.000057173198,0.0007486656,0.0005805337,0.0003582294,0.00006565185,0.28156745],"genre_scores_gemma":[0.3081596,0.00005328025,0.00005248756,0.00015148034,0.0001113127,0.000010327878,0.004670235,0.00007442279,0.68671685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984722,0.00015394836,0.00016791385,0.00065455196,0.00022391263,0.0003274888],"domain_scores_gemma":[0.9990875,0.000014157314,0.00013879208,0.0004089916,0.000037867834,0.00031270666],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050932267,0.0003167249,0.00022984168,0.00018057655,0.00011992378,0.00003129136,0.0005325912,0.00020683085,0.06305124],"category_scores_gemma":[0.000069083246,0.00041387518,0.00017671831,0.00028467554,0.000039075763,0.000008729339,0.00019767958,0.00026907955,0.000031176813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01954794,0.004566719,0.15215473,0.004686518,0.0019859711,0.003967022,0.0029687516,0.0038878163,0.20042515,0.0008232977,0.06880455,0.5361815],"study_design_scores_gemma":[0.0010498685,0.00009477579,0.011204901,0.00013165077,0.00014205878,7.112399e-7,0.0012764395,0.000021901977,0.0070932955,0.000024343564,0.9783349,0.0006251439],"about_ca_topic_score_codex":0.000045889003,"about_ca_topic_score_gemma":0.0003874935,"teacher_disagreement_score":0.90953034,"about_ca_system_score_codex":0.00012228393,"about_ca_system_score_gemma":0.0005804397,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W7115817608","doi":"","title":"A Family Affair","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orientalism; Multiculturalism; Politics; Citizenship; Narrative; Immigration; Kinship; Normative; Human sexuality; Islamophobia","score_opus":0.015898877669183988,"score_gpt":0.23772474401588295,"score_spread":0.22182586634669896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055576386,0.00018170365,0.00028208038,0.0003002632,0.0007850492,0.00033708656,0.000018343337,0.00018799797,0.99234986],"genre_scores_gemma":[0.031991467,0.0003625467,0.00023438632,0.00016602539,0.00041200448,0.0000015101116,0.00044185997,0.000029085933,0.9663611],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843895,0.00021338623,0.0001837629,0.00042812747,0.00044445254,0.0002913398],"domain_scores_gemma":[0.99922526,0.000035560497,0.00019919888,0.00015035961,0.00019710422,0.00019249268],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009891264,0.00024644803,0.00026953372,0.00014579302,0.0005162497,0.00013969047,0.0004595053,0.0004268278,0.072871245],"category_scores_gemma":[0.000052432428,0.00028085854,0.00018913881,0.00067234354,0.00007624135,0.00042980307,0.000023153509,0.0003194873,0.00045786856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004748575,0.00013544816,0.0007566218,0.0002174225,0.00022774008,0.000112294554,0.115004815,0.00000718986,0.0009337424,0.28687474,0.07419557,0.5210596],"study_design_scores_gemma":[0.00021906762,0.000049317103,0.00038594138,0.000064673884,0.000073692136,1.2308941e-7,0.07155439,0.00003054581,0.00007635951,0.00022389258,0.9270408,0.0002811874],"about_ca_topic_score_codex":0.0015465738,"about_ca_topic_score_gemma":0.07720415,"teacher_disagreement_score":0.85284525,"about_ca_system_score_codex":0.00026684641,"about_ca_system_score_gemma":0.0005093766,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W7115817632","doi":"","title":"Bastin_Donald_J_2017Sept_MSc","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Oncolytic virus; Adoptive cell transfer; Antigen; Chimeric antigen receptor; Context (archaeology); Cancer; Immunotherapy","score_opus":0.02734260555132089,"score_gpt":0.2781799247809676,"score_spread":0.2508373192296467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00168489,0.00023477088,0.000011854295,0.00018301734,0.00057920656,0.0005765513,0.000027711454,0.000110328925,0.9965917],"genre_scores_gemma":[0.0011723302,0.00023086074,0.00018038621,0.00008056761,0.0004066073,0.000001995982,0.0005273345,0.000102097285,0.9972978],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997959,0.00007069551,0.00019662283,0.00064557954,0.0006237025,0.00050439354],"domain_scores_gemma":[0.99820566,0.000057483194,0.00024782325,0.0009248001,0.000237151,0.00032706474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012847265,0.00040991898,0.0006137294,0.00034081851,0.00031132493,0.000110871486,0.00066917867,0.00053729897,0.960802],"category_scores_gemma":[0.0000575979,0.00044016817,0.00039077146,0.0002146903,0.00011822734,0.00016762562,0.000092312206,0.00086134067,0.0009497624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016713407,0.00009584098,0.0010218001,0.00042172047,0.00032620988,0.0009062038,0.00023952204,7.391152e-7,0.0055349604,0.00017447013,0.0077607133,0.98184645],"study_design_scores_gemma":[0.0019749138,0.00020307308,0.005218118,0.00052094855,0.00030519147,0.00002988845,0.0008543555,0.000024581166,0.0024731446,0.000036532718,0.98798186,0.00037740817],"about_ca_topic_score_codex":0.0002315545,"about_ca_topic_score_gemma":0.0008048281,"teacher_disagreement_score":0.9814691,"about_ca_system_score_codex":0.00031800786,"about_ca_system_score_gemma":0.00046840793,"threshold_uncertainty_score":0.9998281},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W7115817645","doi":"","title":"THE EXERIENCES OF IMMIGRANT LIVE-IN CAREGIVERS IN ONTARIO","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Intersectionality; Social network (sociolinguistics); Qualitative research; Focus (optics); Focus group; Conceptual framework; Grounded theory","score_opus":0.008675600407621307,"score_gpt":0.21584996020255368,"score_spread":0.20717435979493237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34300947,0.00004972907,0.000006131498,0.000075812684,0.00035645295,0.0002240356,0.0000038043192,0.00001196203,0.6562626],"genre_scores_gemma":[0.30279252,0.00020283509,0.00002329752,0.000009466918,0.000014335778,9.046957e-7,0.000026340247,0.0000068596346,0.69692343],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987471,0.00023117887,0.00020732732,0.00024136082,0.00030941717,0.00026360402],"domain_scores_gemma":[0.9993745,0.00011238261,0.00021916402,0.00014122788,0.00009293753,0.000059789534],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026682534,0.00014706982,0.00023614736,0.00016062557,0.00021850978,0.000046749712,0.0005321221,0.00022599385,0.015080978],"category_scores_gemma":[0.000029198813,0.00013665577,0.0000907459,0.000526248,0.0001745966,0.000144309,0.000022971544,0.00030258176,0.000013147117],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042679708,0.00009353331,0.08194389,0.00007665902,0.00004440799,0.000050502138,0.7741113,0.0002953208,0.000024934812,0.05127154,0.00042761964,0.09123354],"study_design_scores_gemma":[0.00033361482,0.000026584106,0.017248675,0.00012306665,0.000017009841,5.8786306e-8,0.40632138,0.000041369738,0.000006603245,0.00007474987,0.5756449,0.00016199096],"about_ca_topic_score_codex":0.5973616,"about_ca_topic_score_gemma":0.9995492,"teacher_disagreement_score":0.57521725,"about_ca_system_score_codex":0.0004602333,"about_ca_system_score_gemma":0.00061991496,"threshold_uncertainty_score":0.9858194},"labels":[],"label_agreement":null},{"id":"W7115817684","doi":"","title":"Experiences of Canadian Women using Cannabis for Fibromyalgia Symptom Management: A Qualitative Description Study","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Thematic analysis; Fibromyalgia; Quality of life (healthcare); Qualitative research; Legalization; Health care","score_opus":0.03912947667725515,"score_gpt":0.3032399813018712,"score_spread":0.26411050462461605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817684","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8859098,0.00014889162,0.00011632474,0.000033754153,0.0002923735,0.0025532974,0.0000786359,0.000032846587,0.110834055],"genre_scores_gemma":[0.29256305,0.000024538616,0.0010018751,0.0000024899562,0.000009816913,0.0000534058,0.00029162667,0.000035065168,0.70601815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978888,0.0001736481,0.00033715926,0.0005685989,0.00042257976,0.0006091923],"domain_scores_gemma":[0.9988154,0.000043837445,0.00019063088,0.00032501004,0.00032908045,0.0002960522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022389443,0.00033398214,0.00062553206,0.0018841916,0.00022213347,0.00004008014,0.00032722382,0.00025559685,0.014203352],"category_scores_gemma":[0.00002593587,0.0003688341,0.000178059,0.001715201,0.000074274954,0.00017157444,0.000054832053,0.00023438806,0.0000048770457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003294672,0.00063463993,0.0006546921,0.044966593,0.0034685784,0.0004655161,0.91787666,0.00002660098,0.00046257107,0.0013864042,0.0028066032,0.023956478],"study_design_scores_gemma":[0.002595105,0.0010071374,0.0009110582,0.0025168138,0.00047074712,0.0000032274386,0.98374784,0.00015502794,0.00019647436,0.000047545425,0.008029734,0.00031931358],"about_ca_topic_score_codex":0.032118402,"about_ca_topic_score_gemma":0.011441846,"teacher_disagreement_score":0.5951841,"about_ca_system_score_codex":0.0015681938,"about_ca_system_score_gemma":0.0013935646,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W7115817722","doi":"","title":"Indicators and Tools for Social Prescribing Evaluation","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Process (computing); Plan (archaeology); Social care; Health care; Outcome (game theory); Phase (matter); Program evaluation; Primary care","score_opus":0.15198123773931743,"score_gpt":0.3155626581955615,"score_spread":0.16358142045624408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817722","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042254343,0.00019600737,0.00035603222,0.000077584744,0.0010053377,0.0028936998,0.001340707,0.00059536943,0.98930985],"genre_scores_gemma":[0.011768045,0.00011432519,0.0004595261,0.000022969676,0.0010503671,0.000031705,0.0014460208,0.00047157882,0.9846355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610984,0.00028857848,0.00037923758,0.001021032,0.0015643535,0.00063694903],"domain_scores_gemma":[0.9978187,0.0002921363,0.00071123865,0.0003193098,0.00068153604,0.0001770978],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015433327,0.00053626334,0.0006809555,0.0013083669,0.00052351074,0.00038512095,0.00047521116,0.0007644795,0.017784083],"category_scores_gemma":[0.00056695053,0.00066385546,0.00030951577,0.0017339895,0.0001897857,0.0009241902,0.0004920376,0.00047385134,0.00033210288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018167695,0.000041052506,0.00072084565,0.00049868145,0.0005647681,0.000047678117,0.000652537,0.000021631733,0.00012842575,0.00041300795,0.076366454,0.92036325],"study_design_scores_gemma":[0.0018408172,0.000075251,0.0037195177,0.00021591035,0.0015372758,0.000008572223,0.0022094245,0.00019885147,0.00005548183,0.000098643766,0.98934287,0.0006973889],"about_ca_topic_score_codex":0.00014016856,"about_ca_topic_score_gemma":0.00041562915,"teacher_disagreement_score":0.9196659,"about_ca_system_score_codex":0.002054551,"about_ca_system_score_gemma":0.0016163102,"threshold_uncertainty_score":0.9995813},"labels":[],"label_agreement":null},{"id":"W7115817732","doi":"","title":"Associations Between Receipt of the Canada Recovery Benefit and Mental Health in Canadian Parents and Their Children","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mental health; Receipt; Odds; Unemployment; Logistic regression; Recession; Odds ratio; Association (psychology); Longitudinal study","score_opus":0.016069417458730344,"score_gpt":0.2646484637827298,"score_spread":0.2485790463239995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817732","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80912256,0.0008406443,2.9360677e-7,0.006282796,0.0007477023,0.0013283128,0.005656444,0.000013573754,0.17600766],"genre_scores_gemma":[0.4123,0.0012441264,0.000008854238,0.0006350993,0.000063189866,0.000004007617,0.002740545,0.000028330514,0.58297586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987343,0.0002106132,0.00030113565,0.00025353534,0.00010803717,0.0003923822],"domain_scores_gemma":[0.99922156,0.00012776394,0.00032105943,0.000132744,0.000062232124,0.000134652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013280887,0.00019711754,0.00043009067,0.00016294724,0.0008889758,0.0000064284654,0.00018476926,0.00019479837,0.000737255],"category_scores_gemma":[0.00002396306,0.00017155746,0.00004086112,0.00034532355,0.000021948956,0.00006263395,0.00011947895,0.00041681455,4.1673005e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015933567,0.0000056233926,0.94114363,0.000092307186,0.00014607416,3.3427682e-7,0.0025409353,5.064152e-7,2.477196e-7,0.00016462494,0.0051607117,0.050729092],"study_design_scores_gemma":[0.00045659894,0.000018095212,0.91609865,0.00058977073,0.000031666958,3.9905018e-8,0.0075549316,7.37933e-7,0.0000015857752,0.000090540256,0.0750321,0.00012529697],"about_ca_topic_score_codex":0.991485,"about_ca_topic_score_gemma":0.99987984,"teacher_disagreement_score":0.4069682,"about_ca_system_score_codex":0.0013000604,"about_ca_system_score_gemma":0.0023768747,"threshold_uncertainty_score":0.8072425},"labels":[],"label_agreement":null},{"id":"W7115817758","doi":"","title":"ACLY Inhibition In CKD","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"ATP citrate lyase; Fibrosis; Downregulation and upregulation; Inflammation; Kidney; Apoptosis; Beta oxidation","score_opus":0.012663477691247775,"score_gpt":0.22936786016446134,"score_spread":0.21670438247321355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31715018,0.00021138992,0.0000023962866,0.00012978936,0.00034592097,0.00039448997,0.0000400764,0.00017909297,0.6815466],"genre_scores_gemma":[0.0680654,0.00013027394,0.00003057224,0.0001798649,0.0001412809,0.000002695351,0.002391434,0.0000651787,0.9289933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987575,0.000038205184,0.00019518528,0.00043194537,0.0002484028,0.00032879438],"domain_scores_gemma":[0.99935126,0.000037190897,0.00009973756,0.0002286861,0.00006758439,0.00021552762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005133661,0.00026136285,0.00039159067,0.0004542587,0.000051221632,0.00002271062,0.00007868975,0.00034477364,0.053976815],"category_scores_gemma":[0.00003675614,0.0003000471,0.00018827661,0.0008041173,0.000027825497,0.00012904534,0.000043219814,0.00035539508,0.00071574695],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047420026,0.0012912884,0.03829525,0.0074388403,0.00085113064,0.013869789,0.004550293,0.000054351887,0.006007695,0.0019244971,0.06858153,0.8523933],"study_design_scores_gemma":[0.015375196,0.00055541826,0.16342762,0.0069750333,0.0015586937,0.000017622575,0.027255582,0.00024886915,0.0057931393,0.0006636351,0.7765255,0.0016037194],"about_ca_topic_score_codex":0.00022104652,"about_ca_topic_score_gemma":0.0018171903,"teacher_disagreement_score":0.8507896,"about_ca_system_score_codex":0.00037364254,"about_ca_system_score_gemma":0.0004357945,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W7115817760","doi":"","title":"Energy Expenditure in Children with Obesity","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioelectrical impedance analysis; Obesity; Psychological intervention; Resting energy expenditure; Energy expenditure; Body mass index; Basal metabolic rate; Weight management","score_opus":0.009026657209799846,"score_gpt":0.21016009147845224,"score_spread":0.2011334342686524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06551149,0.00023891541,0.00071813964,0.000082718136,0.00011373323,0.00069412496,0.000021013746,0.0003096012,0.9323103],"genre_scores_gemma":[0.19150878,0.00008681179,0.001131045,0.0002000441,0.00007654065,0.0000049867094,0.0013676415,0.00004249445,0.8055816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986023,0.00007682779,0.00017941173,0.000521891,0.00035926758,0.0002603548],"domain_scores_gemma":[0.99927634,0.000011664349,0.00013793563,0.00034667714,0.00012470875,0.00010264928],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004970521,0.00035460162,0.00047188287,0.0005454313,0.00007481002,0.000025946476,0.00025764102,0.00042288442,0.015833326],"category_scores_gemma":[0.0000032174837,0.0003600572,0.0001173403,0.0006095962,0.000028334165,0.00013087293,0.000045768928,0.0004908801,0.00000935156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053032916,0.0016946297,0.502194,0.0009817785,0.0017625055,0.0013209467,0.0007375782,0.000019689694,0.0036849452,0.007082978,0.0154302465,0.45978743],"study_design_scores_gemma":[0.010710972,0.0011379975,0.51192826,0.007221718,0.0020712265,0.00011301683,0.0027938874,0.000054336357,0.03638725,0.00024309263,0.42530307,0.0020351321],"about_ca_topic_score_codex":0.00049581775,"about_ca_topic_score_gemma":0.0032620279,"teacher_disagreement_score":0.4577523,"about_ca_system_score_codex":0.00039444247,"about_ca_system_score_gemma":0.00028044757,"threshold_uncertainty_score":0.99988514},"labels":[],"label_agreement":null},{"id":"W7115817791","doi":"","title":"Exploring conceptualizations of impact from the perspectives of patient partners working with Canadian health system organizations: a qualitative study","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; General partnership; Qualitative research; Coding (social sciences); Work (physics); Process (computing); Meaning (existential); Data collection","score_opus":0.21002956052611416,"score_gpt":0.3892485424173993,"score_spread":0.17921898189128516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90564,0.0008495924,0.00013219955,0.000098527446,0.0006314149,0.005506939,0.001411761,0.000059502338,0.08567004],"genre_scores_gemma":[0.9796678,0.0000963968,0.00012120652,0.00007977619,0.000036647987,0.000044659086,0.0019576633,0.00003486976,0.017961005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99598396,0.001989736,0.0007524419,0.00040214395,0.00041849542,0.0004531992],"domain_scores_gemma":[0.996799,0.0006418906,0.0011937326,0.00036713065,0.00073304225,0.0002652236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003005682,0.00030422246,0.0006301378,0.00032664053,0.0010592757,0.000008688622,0.00031723094,0.00012527204,0.004268295],"category_scores_gemma":[0.000037408143,0.00023717526,0.00007635282,0.0016901417,0.00005929339,0.00013813372,0.00005711811,0.00043122104,0.000006737381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036763833,0.00021039811,0.04488692,0.0011585052,0.00048309533,0.0000045835473,0.9457823,0.00013953264,7.786163e-7,0.0032115374,0.00020125466,0.0035534382],"study_design_scores_gemma":[0.00097094016,0.00064888026,0.0034489254,0.0072964006,0.000174863,4.4686537e-8,0.9848229,0.00001771325,0.000008723288,0.000006014838,0.0024318933,0.00017268091],"about_ca_topic_score_codex":0.40345618,"about_ca_topic_score_gemma":0.6550439,"teacher_disagreement_score":0.25158772,"about_ca_system_score_codex":0.0021177002,"about_ca_system_score_gemma":0.004557922,"threshold_uncertainty_score":0.99664193},"labels":[],"label_agreement":null},{"id":"W7115817852","doi":"","title":"Un cadre pour l'accessibilité des édifices et des structures du patrimoine","year":2024,"lang":"","type":"article","venue":"MacSphere (McMaster University)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Sustainability; Process (computing); Best practice; Industrial heritage; Inclusion (mineral)","score_opus":0.05193398401077271,"score_gpt":0.22633155579526298,"score_spread":0.17439757178449028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817852","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2295803,0.0050553204,0.0004987925,0.0008935894,0.00079760223,0.00043373404,0.00015669552,0.00032709297,0.76225686],"genre_scores_gemma":[0.5164083,0.0007032188,0.00029232906,0.00011220065,0.0005200676,9.0167055e-7,0.000054125605,0.00003807017,0.48187074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765867,0.000312017,0.00037293663,0.0007666331,0.00033017827,0.00055954553],"domain_scores_gemma":[0.9989755,0.00016296259,0.00013601704,0.00030445124,0.0002569799,0.00016405091],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023355421,0.0005477804,0.00036185817,0.00026056406,0.0012748709,0.0024655375,0.00064842415,0.00017084857,0.4443289],"category_scores_gemma":[0.00002323335,0.000491135,0.00031060734,0.00050392986,0.00063284277,0.0029850458,0.0005606803,0.00040561613,0.00022820498],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002167929,0.000094468014,0.0067310277,0.0017702782,0.0005162889,0.00048117738,0.0354044,0.00011041137,0.00012657377,0.26752806,0.0051130736,0.6819075],"study_design_scores_gemma":[0.0007326413,0.00016967626,0.006974329,0.00048907974,0.00047260878,0.0000070331275,0.038535617,0.0013297466,0.00013730173,0.0186759,0.9318129,0.00066320115],"about_ca_topic_score_codex":0.0023865262,"about_ca_topic_score_gemma":0.011807129,"teacher_disagreement_score":0.9266998,"about_ca_system_score_codex":0.0002129924,"about_ca_system_score_gemma":0.00007627388,"threshold_uncertainty_score":0.999754},"labels":[],"label_agreement":null},{"id":"W7115817944","doi":"","title":"Post-Holocaust Dialogue as a Path to Reconciliation","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Holocaust; Perspective (graphical); Mirroring; Agency (philosophy); Empathy; Embodied cognition; Dialogical self; Peacebuilding; Negotiation","score_opus":0.01759574163104256,"score_gpt":0.2386607206034468,"score_spread":0.22106497897240426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817944","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068563774,0.000088924244,0.0006192681,0.0039231824,0.00077731535,0.00023819029,0.000029925799,0.00027144645,0.925488],"genre_scores_gemma":[0.47471204,0.00006669323,0.00019298641,0.00069726317,0.00023577716,8.113025e-7,0.000008933699,0.000011362109,0.52407414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888617,0.00015728644,0.00009133175,0.00030188286,0.00026959035,0.0002937455],"domain_scores_gemma":[0.9994953,0.00007215687,0.000022800104,0.00011491723,0.000101114296,0.00019366835],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029359217,0.00009922889,0.00010866724,0.00008659526,0.0003861141,0.00025810953,0.00027815605,0.00014550956,0.03881625],"category_scores_gemma":[0.000083596446,0.000117908094,0.000117777505,0.00081995735,0.00010060831,0.00055148464,0.00009753682,0.00015866502,0.0018505072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026318707,0.000083879386,0.0036779135,0.00010240925,0.00013992505,0.00065903587,0.05670962,0.000033309072,0.00048272128,0.3993546,0.020783685,0.51794654],"study_design_scores_gemma":[0.00013550164,0.00006292371,0.0009615475,0.000049447008,0.00003173472,0.0000015209545,0.025409851,0.000028487688,0.00002741777,0.0005590408,0.97256565,0.00016690021],"about_ca_topic_score_codex":0.006767046,"about_ca_topic_score_gemma":0.007044915,"teacher_disagreement_score":0.9517819,"about_ca_system_score_codex":0.00039760864,"about_ca_system_score_gemma":0.00027051926,"threshold_uncertainty_score":0.999847},"labels":[],"label_agreement":null},{"id":"W7115817966","doi":"","title":"HIPPOCAMPAL ROLES IN TRAUMA RECALL FOR PTSD AND SUBTYPE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University; Alzheimer's Disease Neuroimaging Initiative","keywords":"Episodic memory; Recall; Dissociative; Autobiographical memory; Hippocampal formation; Abnormality; Disconnection; Traumatic memories; Mechanism (biology)","score_opus":0.04185129531850324,"score_gpt":0.3149600167086227,"score_spread":0.2731087213901195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817966","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22889438,0.0024118572,0.000030481302,0.00013551947,0.0006533416,0.000878608,0.00010670472,0.000082317136,0.7668068],"genre_scores_gemma":[0.1024966,0.00009141358,0.00019431108,0.000036302747,0.000081400955,0.000025425576,0.00039771642,0.00010404673,0.89657277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806535,0.00015272546,0.00026684886,0.00075529394,0.00021935727,0.0005404438],"domain_scores_gemma":[0.99919295,0.00020867492,0.00009992803,0.00030100116,0.00006398773,0.00013344116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015277292,0.00035405956,0.00043734975,0.00054108916,0.000073105126,0.000090578,0.00042958977,0.0005389106,0.051494174],"category_scores_gemma":[0.000026370451,0.00040014522,0.0001394507,0.00050596317,0.00007371856,0.00010498885,0.00006753367,0.0005523167,0.00023806255],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017761493,0.000190493,0.0020546727,0.000986106,0.00031457187,0.000318126,0.014316103,0.0000028548598,0.00004131233,0.013359615,0.0042136866,0.9624263],"study_design_scores_gemma":[0.008243132,0.0009026568,0.044733014,0.0018840716,0.00057093694,0.00002906089,0.1507986,0.00035418832,0.00021675321,0.00827357,0.78220403,0.0017899878],"about_ca_topic_score_codex":0.00069288927,"about_ca_topic_score_gemma":0.016942026,"teacher_disagreement_score":0.9606363,"about_ca_system_score_codex":0.00013589476,"about_ca_system_score_gemma":0.00008764777,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W7115817975","doi":"","title":"Homilies on Spiritual Gifts","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Kindness; Context (archaeology); John Chrysostom; Charisma; Friendship; Humility","score_opus":0.023408892136680386,"score_gpt":0.20357437193700567,"score_spread":0.1801654798003253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817975","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028154529,0.0003888691,0.00010921434,0.0011787483,0.0006312088,0.00007209329,0.000025297795,0.0001792643,0.9945999],"genre_scores_gemma":[0.29975867,0.00003745042,0.000017671351,0.0009018867,0.00032274652,4.994336e-7,0.0000047716553,0.000012560868,0.69894373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941796,0.000021274673,0.00007630451,0.00020918534,0.000112179805,0.0001631109],"domain_scores_gemma":[0.9997834,0.000047832877,0.000014655281,0.00007796841,0.000031673397,0.00004444576],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000027256525,0.000115116214,0.000101784215,0.0001265321,0.00020859223,0.00023119521,0.00012300415,0.000033353146,0.23217845],"category_scores_gemma":[0.0000035394694,0.00009801658,0.00009046937,0.00011396568,0.00014351164,0.0002572402,0.00006440312,0.00012334036,0.0010712128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003915002,0.000023865889,0.0000224445,0.000031220054,0.000057878464,0.000036489153,0.004922097,0.0000045167712,0.0000093446815,0.6033833,0.07064458,0.3208251],"study_design_scores_gemma":[0.00013746142,0.00016078883,0.000051519073,0.000069302376,0.000023920546,6.209654e-7,0.0058752643,0.00028798328,0.000030396463,0.00048089153,0.99275327,0.00012859686],"about_ca_topic_score_codex":0.000117968884,"about_ca_topic_score_gemma":0.0007609162,"teacher_disagreement_score":0.92210865,"about_ca_system_score_codex":0.000053442378,"about_ca_system_score_gemma":0.000009871861,"threshold_uncertainty_score":0.99970657},"labels":[],"label_agreement":null},{"id":"W7115817989","doi":"","title":"Educational Resources About Universal Design for Learning","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Universal Design for Learning; ADDIE Model; Process (computing); Mandate; Resource (disambiguation); Stakeholder; Instructional design; Focus group; Open educational resources","score_opus":0.015699881779665095,"score_gpt":0.24841330552676782,"score_spread":0.23271342374710274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012805025,0.00047163665,0.002097143,0.000092692455,0.0016861462,0.00074251404,0.00002276092,0.00010157306,0.9819805],"genre_scores_gemma":[0.008730822,0.000016402739,0.0012443757,0.000063071246,0.00014226517,0.000006274675,0.0011113038,0.00006676979,0.98861873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998518,0.0001554582,0.00017341803,0.000572791,0.00018467612,0.00039564882],"domain_scores_gemma":[0.99906456,0.0002670395,0.00024899232,0.0002005188,0.00012748071,0.000091425296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010453104,0.00032414414,0.00029641113,0.0003151523,0.00022775817,0.000060304872,0.0004492186,0.00042270598,0.24344471],"category_scores_gemma":[0.000026380369,0.00037792142,0.00017696223,0.00032165638,0.000037083282,0.00014716203,0.000036080393,0.00032942605,0.0007406898],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070538917,0.00047481456,0.009550286,0.00065507967,0.0017543837,0.00012645057,0.09289681,0.00060994376,0.00019833836,0.031880736,0.08107463,0.7737246],"study_design_scores_gemma":[0.0019545548,0.00014074295,0.004530883,0.00010630636,0.0001900047,0.0000019808756,0.07740933,0.000046133253,0.000022388227,0.0001289654,0.91489255,0.0005761481],"about_ca_topic_score_codex":0.00014865989,"about_ca_topic_score_gemma":0.00017853045,"teacher_disagreement_score":0.83381796,"about_ca_system_score_codex":0.00015203403,"about_ca_system_score_gemma":0.00026060446,"threshold_uncertainty_score":0.99986726},"labels":[],"label_agreement":null},{"id":"W7115817995","doi":"","title":"THE ROLE OF DIXDC1 IN AUTISM SPECTRUM DISORDER AND ESTABLISHING A HIGH-CONTENT PHENOTYPING PLATFORM FOR HUMAN ASD MODELS","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Wnt signaling pathway; Autism; Synapse; Signalling; Neurodevelopmental disorder; Endophenotype; Mechanism (biology)","score_opus":0.032115225420645196,"score_gpt":0.24486260547257543,"score_spread":0.21274738005193022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68211454,0.0006920839,0.001517222,0.00073225383,0.0004005565,0.0025148788,0.00013323574,0.000117181786,0.31177804],"genre_scores_gemma":[0.8740727,0.00017997954,0.00012797782,0.000014622587,0.000034647222,0.000012332267,0.00004844626,0.0000760574,0.12543328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99751985,0.00010282492,0.0003787623,0.00081346283,0.00044680946,0.00073829474],"domain_scores_gemma":[0.99878395,0.00031904466,0.00034899282,0.00041507668,0.000023898143,0.00010904865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022397694,0.00037849142,0.0004468777,0.0003798171,0.0006882087,0.00022473958,0.0009623372,0.0002747695,0.0013429588],"category_scores_gemma":[0.00007042146,0.0003550797,0.00012884525,0.0006461518,0.00023968823,0.00082219293,0.00030890075,0.0005079247,0.000005542503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009016005,0.0001536127,0.00076725206,0.00025851157,0.00005023587,0.000017562552,0.003973196,0.0000945536,0.0068583116,0.8454664,0.000014184979,0.14144462],"study_design_scores_gemma":[0.008185803,0.0009737121,0.008814497,0.001195075,0.00023177911,0.000009457779,0.03473608,0.02569478,0.040540148,0.81501955,0.062508225,0.0020909244],"about_ca_topic_score_codex":0.0029492178,"about_ca_topic_score_gemma":0.038132213,"teacher_disagreement_score":0.19195811,"about_ca_system_score_codex":0.0002086611,"about_ca_system_score_gemma":0.00012838788,"threshold_uncertainty_score":0.9998901},"labels":[],"label_agreement":null},{"id":"W7115818055","doi":"","title":"Handover among multidisciplines in obstetrics: a mixed methods study of content and communication process","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Handover; Delphi method; Content analysis; Nonverbal communication; Quality (philosophy); Unit (ring theory); Reliability (semiconductor)","score_opus":0.0423666810351864,"score_gpt":0.3333909896017145,"score_spread":0.29102430856652806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96466994,0.0009145381,0.000015350126,0.000020609901,0.0001888397,0.00092545996,0.000006109682,0.000023137809,0.033236004],"genre_scores_gemma":[0.7978293,0.000084070045,0.001452815,0.0000058823166,0.000012237283,0.0000045421566,0.000102812744,0.000027693573,0.20048068],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987437,0.0002073276,0.00033655594,0.00031159967,0.00024635094,0.00015443562],"domain_scores_gemma":[0.9986556,0.00020355856,0.00029188735,0.00032198147,0.00036300137,0.00016396304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187543,0.00022923104,0.0006555114,0.00038369987,0.000057178142,0.000016166383,0.00019351361,0.00021250473,0.0008622382],"category_scores_gemma":[0.00032852654,0.00020714289,0.0000705368,0.0006380032,0.000053179087,0.00015534602,0.00011889081,0.0003025663,0.0000014314354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010029506,0.0014009699,0.45846146,0.0008614779,0.00025478713,0.000108662716,0.02614018,0.000009752931,0.0001891125,0.0000320292,0.000062363375,0.5114762],"study_design_scores_gemma":[0.008817209,0.0007081951,0.5937132,0.0009738253,0.000514893,0.0000021520748,0.39107618,0.0002327143,0.00055576157,0.000044894365,0.0030362273,0.00032472386],"about_ca_topic_score_codex":0.0005771975,"about_ca_topic_score_gemma":0.00360307,"teacher_disagreement_score":0.5111515,"about_ca_system_score_codex":0.0001178954,"about_ca_system_score_gemma":0.000118850156,"threshold_uncertainty_score":0.9440903},"labels":[],"label_agreement":null},{"id":"W7115818080","doi":"","title":"RACIALIZED IMMIGRANTS' ACCESS TO MENTAL HEALTHCARE SERVICES","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Mental health; Mental healthcare; Health care; Population; Immigration; Service provider; Qualitative research","score_opus":0.020965603548203683,"score_gpt":0.31682954701410604,"score_spread":0.29586394346590233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17374517,0.0024609182,0.000027917265,0.0019765515,0.008315075,0.0020128281,0.0005412133,0.000428319,0.810492],"genre_scores_gemma":[0.08376259,0.00010772548,0.00006715059,0.0016536308,0.00036591527,0.000019178648,0.0021178173,0.000105508014,0.9118005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743694,0.00020194013,0.00040266724,0.0009643732,0.0003495622,0.00064450974],"domain_scores_gemma":[0.99871343,0.000034460154,0.000214864,0.00043857883,0.00013765269,0.00046101667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010303753,0.00049101736,0.0005191036,0.0005504294,0.0002981344,0.00020572012,0.0008555734,0.00056948734,0.16693388],"category_scores_gemma":[0.0000024853398,0.00054984295,0.0002238357,0.0010563346,0.000020039137,0.0002909333,0.000105609455,0.00053489103,0.0030955428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048814146,0.00029480745,0.0047367685,0.004947846,0.00078267447,0.0006380783,0.184803,0.0000042221304,0.00006449206,0.0085021155,0.0684936,0.721851],"study_design_scores_gemma":[0.001111738,0.00016116623,0.01196476,0.0005050916,0.00019461587,0.0000073270994,0.052977365,0.000008443766,0.00005032798,0.00014213871,0.9323302,0.00054684427],"about_ca_topic_score_codex":0.0150705045,"about_ca_topic_score_gemma":0.19360107,"teacher_disagreement_score":0.8638366,"about_ca_system_score_codex":0.00024362338,"about_ca_system_score_gemma":0.00019217686,"threshold_uncertainty_score":0.9996953},"labels":[],"label_agreement":null},{"id":"W7115818130","doi":"","title":"A SELF-LEARNING PACKAGE FOR THE ORIENTATION OF NURSE CASE MANAGERS AT THE WORKPLACE SAFETY AND INSURANCE BOARD OF ONTARIO","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orientation (vector space); Curriculum; Component (thermodynamics); Health care; Health insurance; Relation (database)","score_opus":0.009647062630740102,"score_gpt":0.18632754666998153,"score_spread":0.17668048403924141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48894018,0.0005460988,0.00094669807,0.0008162209,0.0008085629,0.0017211101,0.00003070803,0.00013913815,0.5060513],"genre_scores_gemma":[0.40781146,0.000024871044,0.000093066206,0.00005309401,0.00010158132,0.0000013443461,0.00013551887,0.000033505363,0.59174556],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913853,0.000037033937,0.0002039482,0.000260012,0.0001967012,0.0001637718],"domain_scores_gemma":[0.9988411,0.00022151122,0.00056666206,0.000166377,0.00019353726,0.000010801422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014777707,0.00019765724,0.00022298751,0.000117615564,0.00048132223,0.000065780885,0.00020430342,0.00012775234,0.0064029293],"category_scores_gemma":[0.000053168947,0.00015730478,0.00009626041,0.000520547,0.000072657414,0.00028506346,0.00004648389,0.00027157142,0.00001534011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009309275,0.0005034986,0.5326524,0.012442497,0.002629502,0.00066951365,0.086569816,0.0139050465,0.0001870028,0.028779844,0.005830734,0.3065209],"study_design_scores_gemma":[0.0016805434,0.00004126696,0.028786328,0.00029322781,0.0008711991,0.000015002853,0.06778265,0.0009775036,0.000054451313,0.000024643572,0.8990998,0.00037334778],"about_ca_topic_score_codex":0.0034364732,"about_ca_topic_score_gemma":0.029940799,"teacher_disagreement_score":0.8932691,"about_ca_system_score_codex":0.0001481486,"about_ca_system_score_gemma":0.00004204211,"threshold_uncertainty_score":0.99450535},"labels":[],"label_agreement":null},{"id":"W7115818188","doi":"","title":"CLIMATE CHANGE ACTIVISM AND THE PEOPLE’S CLIMATE MOVEMENT ","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Political economy of climate change; Social movement; Autonomy; Variety (cybernetics); Action (physics); Collective action; Schema (genetic algorithms); Dichotomy","score_opus":0.01436186612741746,"score_gpt":0.21319615110275478,"score_spread":0.1988342849753373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818188","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24347606,0.00019126576,0.0000018968083,0.0006228258,0.00040872986,0.00093873404,0.000088486435,0.000055066626,0.7542169],"genre_scores_gemma":[0.25172883,0.008816982,0.000048975748,0.00070662546,0.00021314406,0.00005207368,0.00016639139,0.00009540069,0.7381716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980885,0.00012251092,0.00017135953,0.0006412673,0.00037266055,0.00060375186],"domain_scores_gemma":[0.9987609,0.000070202084,0.0004553379,0.00057873916,0.00001952982,0.00011533948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002750103,0.00037999923,0.0004027221,0.0000361767,0.0008737374,0.00016060723,0.00071144616,0.00023820637,0.06283691],"category_scores_gemma":[0.000023910516,0.0003172097,0.00015303439,0.00016018703,0.0003318657,0.0005699916,0.000541843,0.00033319282,0.00018891925],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028250718,0.00017851518,0.031924624,0.00091950776,0.000103724975,0.00015492697,0.047423773,0.00001360044,0.00008971447,0.005997093,0.0007072799,0.9096622],"study_design_scores_gemma":[0.0062156473,0.00018731607,0.36744165,0.0005679165,0.00059651263,0.000008593536,0.12379409,0.00038599834,0.00020609275,0.0015996835,0.49741283,0.0015836853],"about_ca_topic_score_codex":0.0021417977,"about_ca_topic_score_gemma":0.035419956,"teacher_disagreement_score":0.9080785,"about_ca_system_score_codex":0.0003646955,"about_ca_system_score_gemma":0.000012822975,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W7115818190","doi":"","title":"EXPANDING THE APPLICATIONS OF BACTERIOPHAGES IN FOOD SAFETY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Shell Canada","keywords":"Bacteriophage; Food processing; Contaminated food; SOS response; Food safety; Bacteriophage MS2; Food products; Contamination","score_opus":0.007465465924863153,"score_gpt":0.21232302430288041,"score_spread":0.20485755837801725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818190","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13437092,0.00016275527,0.00014439625,0.00009347946,0.00039398202,0.00057143247,0.000106367566,0.000040317973,0.8641164],"genre_scores_gemma":[0.35273105,0.00011677232,0.00010637373,0.00002178827,0.000035595145,0.0000064188944,0.000120608354,0.000027285525,0.64683414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991408,0.000044068584,0.00021386173,0.00031644077,0.00010500999,0.00017980018],"domain_scores_gemma":[0.99955153,0.0000401045,0.00013589674,0.00022451046,0.000009090058,0.00003885844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056371362,0.00018355116,0.00019141323,0.00009829297,0.00010875123,0.000039923685,0.00039095856,0.00014292273,0.11331685],"category_scores_gemma":[0.000002593597,0.00016162737,0.00012879445,0.00061671465,0.00007430123,0.00017988564,0.00014813499,0.00032394222,0.00030379606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023019507,0.00017399256,0.0005901575,0.00032692286,0.00015976654,0.000033997574,0.0061968234,0.00014256999,0.15245935,0.00063290633,0.0012282284,0.83782506],"study_design_scores_gemma":[0.00028000388,0.00006239088,0.029904597,0.00024947608,0.00010985983,0.000005699309,0.0080137355,0.000014676509,0.0059087398,0.0000948002,0.95506144,0.00029457884],"about_ca_topic_score_codex":0.0005437934,"about_ca_topic_score_gemma":0.011507424,"teacher_disagreement_score":0.9538332,"about_ca_system_score_codex":0.00024324782,"about_ca_system_score_gemma":0.00001748826,"threshold_uncertainty_score":0.8874937},"labels":[],"label_agreement":null},{"id":"W7115818194","doi":"","title":"THE IMPACT OF INSECT DEFOLIATION ON A DECEDIOUS FOREST","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eddy covariance; Carbon sink; Ecosystem; Temperate rainforest; Productivity; Temperate forest; Temperate climate; Forest ecology; Primary production","score_opus":0.00906028685865093,"score_gpt":0.20093837128927064,"score_spread":0.1918780844306197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818194","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62605196,0.000007337175,0.000020364256,0.0000066460507,0.00015541268,0.00016957906,0.000036499696,0.000034955243,0.37351725],"genre_scores_gemma":[0.49297264,0.00007290055,0.000014966042,0.0000033623564,0.000014918972,0.0000011452915,0.00026588843,0.00002419341,0.50662994],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991219,0.00003928188,0.00014914006,0.00023195236,0.00024513982,0.00021255629],"domain_scores_gemma":[0.9994385,0.00007986004,0.00019921444,0.00021214802,0.000013289938,0.000056986417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000700115,0.00018739278,0.0001565657,0.000079425416,0.00017595595,0.00003098713,0.00033273397,0.00017409994,0.0053118328],"category_scores_gemma":[0.0000108243175,0.00014087012,0.0001870995,0.0004836839,0.00004947508,0.00008980636,0.00006175694,0.00019115265,0.00026841834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016376409,0.00024283731,0.17882705,0.000078020654,0.0006005917,0.00017475527,0.0031231823,0.30716854,0.0011141584,0.0025636293,0.004060909,0.5004087],"study_design_scores_gemma":[0.0017444271,0.0009648843,0.89962065,0.00030127907,0.00031969819,0.000010532613,0.0020510773,0.044983517,0.00023221098,0.0033511021,0.045326423,0.0010942093],"about_ca_topic_score_codex":0.0020272243,"about_ca_topic_score_gemma":0.016224386,"teacher_disagreement_score":0.7207936,"about_ca_system_score_codex":0.00038293592,"about_ca_system_score_gemma":0.000028312868,"threshold_uncertainty_score":0.9955974},"labels":[],"label_agreement":null},{"id":"W7115818203","doi":"","title":"Variation in daily and within day intentions and the intention-behaviour gap","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Physical activity; Scale (ratio); Variation (astronomy); Descriptive statistics; Regression analysis; Construct (python library); Theory of planned behavior","score_opus":0.03470975767773844,"score_gpt":0.29181178691850596,"score_spread":0.2571020292407675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3598273,0.0008643793,0.00064972264,0.0014886945,0.0031860285,0.0016952101,0.00011161396,0.00013605559,0.632041],"genre_scores_gemma":[0.5605655,0.00006255997,0.000092755705,0.0001279989,0.000038868806,0.000015250305,0.00022214116,0.000029839035,0.4388451],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982872,0.00041109865,0.00039629207,0.0005009518,0.00015970816,0.00024477064],"domain_scores_gemma":[0.99919224,0.00006833852,0.0002914675,0.00020805608,0.000099690624,0.00014021364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002643245,0.00025043785,0.00033171164,0.00024324567,0.0002049303,0.00007773871,0.00022964897,0.00031969257,0.02615263],"category_scores_gemma":[0.000027612637,0.00022990015,0.00013114212,0.00044664642,0.00013415454,0.00020039428,0.00007795471,0.0006885998,0.00006628045],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053378823,0.0009140066,0.07487457,0.0005429322,0.0004884185,0.00036820487,0.08545124,0.000003556307,0.00026046392,0.33218923,0.003677604,0.49589187],"study_design_scores_gemma":[0.008381454,0.00035796498,0.87897426,0.00072304334,0.00083802687,0.000022168935,0.07292584,0.00023969745,0.000008559233,0.0012604239,0.03560771,0.0006608754],"about_ca_topic_score_codex":0.0019197647,"about_ca_topic_score_gemma":0.01073799,"teacher_disagreement_score":0.8040997,"about_ca_system_score_codex":0.000085707274,"about_ca_system_score_gemma":0.000060875966,"threshold_uncertainty_score":0.9747376},"labels":[],"label_agreement":null},{"id":"W7115818306","doi":"","title":"Assessing developmental predictions of life history theory in psychology using census data","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harshness; Psychosocial; Census; Population; Indigenous; Timeline; Life course approach; Longitudinal study","score_opus":0.11147054138616719,"score_gpt":0.33959859565898165,"score_spread":0.22812805427281446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0791189,0.0020691815,0.00053522334,0.000021071888,0.004486399,0.00033806302,0.00026808312,0.00007570868,0.91308737],"genre_scores_gemma":[0.06558645,0.00006668864,0.002246185,0.00021973222,0.00014116804,0.000004895402,0.0035305317,0.00006888495,0.92813545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742734,0.0005748935,0.00051964,0.0009441828,0.00015886991,0.00037506298],"domain_scores_gemma":[0.99852914,0.00013232739,0.00041190215,0.0007485726,0.00008827564,0.000089786365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029331283,0.00033891547,0.00050679815,0.00088823226,0.00014651174,0.000010695876,0.0010484101,0.0008253651,0.12568152],"category_scores_gemma":[0.000029048135,0.00044518162,0.00010319799,0.00046460432,0.0002107432,0.00037019158,0.00017695059,0.00077895506,0.00004172374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009280155,0.00592273,0.14427349,0.0010530315,0.0029281292,0.001648996,0.017726915,0.00011317564,0.0017278648,0.063821666,0.12212255,0.6293813],"study_design_scores_gemma":[0.004079207,0.000098891025,0.39103207,0.0006474821,0.0008201128,0.00004137245,0.03306282,0.00006172936,0.0000040988616,0.00048527,0.56879485,0.0008720847],"about_ca_topic_score_codex":0.0002032528,"about_ca_topic_score_gemma":0.0013949374,"teacher_disagreement_score":0.6285092,"about_ca_system_score_codex":0.00061168196,"about_ca_system_score_gemma":0.00067603524,"threshold_uncertainty_score":0.99979997},"labels":[],"label_agreement":null},{"id":"W7115818315","doi":"","title":"HIGH-RISK CAD & VASCULAR OUTCOMES WITH NON-CARDIAC SURGERY","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Coronary artery disease; CAD; Unstable angina; Disease; Angina; Cardiovascular event","score_opus":0.009749966984012797,"score_gpt":0.2106470486358591,"score_spread":0.2008970816518463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32891667,0.0005735076,0.000043792235,0.00018312306,0.0010914103,0.000952791,0.00008591825,0.00021586873,0.6679369],"genre_scores_gemma":[0.028625568,0.00052392675,0.00044428563,0.00015646823,0.00026562446,0.0000054323777,0.0012285865,0.00014517408,0.9686049],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712634,0.00025362923,0.00035783064,0.00074276805,0.00096516334,0.00055429456],"domain_scores_gemma":[0.99765736,0.00045915865,0.0003270461,0.000686746,0.00034850178,0.00052118336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037358428,0.0006930688,0.0027493755,0.00041050417,0.00014608042,0.000058534337,0.00022646105,0.00061198155,0.012077193],"category_scores_gemma":[0.00007697144,0.00056361046,0.0017385613,0.00068190525,0.00008791171,0.00018702232,0.00004682285,0.0006663508,0.0002841872],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029187428,0.00024909643,0.72496307,0.0007169271,0.005706144,0.004513364,0.0008505635,0.00003273053,0.000017607486,0.000546618,0.009068698,0.25041646],"study_design_scores_gemma":[0.0018469801,0.0001552936,0.25270492,0.00030222244,0.0038072802,0.000016257323,0.002899249,0.0000036177926,0.00006209057,0.000009779505,0.73749304,0.00069925084],"about_ca_topic_score_codex":0.0012083107,"about_ca_topic_score_gemma":0.00041469894,"teacher_disagreement_score":0.7284244,"about_ca_system_score_codex":0.00029494142,"about_ca_system_score_gemma":0.000561531,"threshold_uncertainty_score":0.99968153},"labels":[],"label_agreement":null},{"id":"W7115818439","doi":"","title":"ASSESSMENT OF TRANSPORTATION GHG MITGATING SOLUTIONS","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electrification; Greenhouse gas; Electricity; Battery electric vehicle; Public transport; Service (business); Battery (electricity); Occupancy; Transit (satellite); Energy consumption","score_opus":0.00684255351910876,"score_gpt":0.1947100258789712,"score_spread":0.18786747235986245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818439","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09194014,0.00066658994,0.005088567,0.000011143138,0.00063323986,0.00023261178,0.00015333295,0.00019595838,0.9010784],"genre_scores_gemma":[0.74337626,0.00031399002,0.006315856,0.000013129376,0.00011375835,0.0000019231068,0.002699816,0.00009695803,0.24706832],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991369,0.000023919747,0.00022367213,0.00020414744,0.00018399711,0.00022732776],"domain_scores_gemma":[0.9995661,0.00001981517,0.00010793494,0.00014401403,0.00010692916,0.00005519912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029632442,0.00021305971,0.0002829655,0.00012816624,0.000080085876,0.000019234712,0.00016312886,0.00026473263,0.020325908],"category_scores_gemma":[0.0000018050893,0.0002661304,0.00015119878,0.00051853555,0.000013053847,0.00013694576,0.000006043072,0.00035539386,0.0000022862653],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003437764,0.00009413466,0.00379508,0.002904153,0.0009669871,0.0001582721,0.002413982,0.05299215,0.04235335,0.011401431,0.0029298197,0.87995625],"study_design_scores_gemma":[0.004104037,0.00039395873,0.2949683,0.0028545833,0.0023342436,0.000015199493,0.040778082,0.074464306,0.033862717,0.00055509026,0.54209447,0.0035750254],"about_ca_topic_score_codex":0.00004858276,"about_ca_topic_score_gemma":0.0010527612,"teacher_disagreement_score":0.8763812,"about_ca_system_score_codex":0.00014119662,"about_ca_system_score_gemma":0.00009783622,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W7115818470","doi":"","title":"A Critical Exploration of DEI Leadership Practices","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Welfare; Government (linguistics); Service provider; Racism; Social Welfare; Perspective (graphical)","score_opus":0.1349076538120714,"score_gpt":0.3679912471694776,"score_spread":0.23308359335740622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003580809,0.00022370668,0.00005965765,0.005673082,0.0070438487,0.00024303886,0.000010333676,0.0000673249,0.9863209],"genre_scores_gemma":[0.025544055,0.00014000802,0.00029478996,0.00011991094,0.001001371,0.0000045440966,0.00014375115,0.000024885052,0.9727267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751455,0.0010833057,0.0001919404,0.00031051098,0.0006335315,0.00026615622],"domain_scores_gemma":[0.99715275,0.0014952976,0.000743459,0.00015442606,0.00033241182,0.00012165602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005158783,0.0001529079,0.00021867707,0.00017036415,0.0010599996,0.0001065563,0.00043304317,0.0003043646,0.4359691],"category_scores_gemma":[0.0028424538,0.0002093657,0.00012003204,0.0012854647,0.0001576685,0.0016187823,0.00003244179,0.0005221115,0.00010885609],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009848352,0.00054700475,0.00055450585,0.0004459539,0.000201185,0.000052580646,0.21583384,0.000010095754,0.000067004505,0.43153936,0.052828927,0.2969347],"study_design_scores_gemma":[0.00009516838,0.000025548223,0.000064437976,0.000016506081,0.00010732992,9.870481e-8,0.41270804,9.0338494e-7,0.000017672735,0.00039136875,0.5864523,0.00012060198],"about_ca_topic_score_codex":0.0017108462,"about_ca_topic_score_gemma":0.010426757,"teacher_disagreement_score":0.5336234,"about_ca_system_score_codex":0.00027362656,"about_ca_system_score_gemma":0.00094601687,"threshold_uncertainty_score":0.8537685},"labels":[],"label_agreement":null},{"id":"W7115818476","doi":"","title":"Second-Generation Tamil Youth Mental Health","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Mental health; Mental healthcare; Thematic analysis; Health care; Qualitative research; Intervention (counseling)","score_opus":0.04648393714495124,"score_gpt":0.3041425123895591,"score_spread":0.25765857524460783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12189398,0.00067833054,0.000007723322,0.00021134323,0.006854828,0.0011709838,0.0007403138,0.0002981482,0.86814433],"genre_scores_gemma":[0.04821182,0.000094525574,0.000042002524,0.00027752336,0.00030809504,0.0000063085577,0.011978453,0.0000840032,0.93899727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979558,0.0002031316,0.0003310892,0.0007046864,0.00025588932,0.00054940075],"domain_scores_gemma":[0.9990456,0.000018238667,0.00036698318,0.0003082515,0.000039515096,0.00022140304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010573813,0.00039811264,0.00041771508,0.0002985152,0.0005289129,0.00005790672,0.0003377168,0.00034771432,0.27957684],"category_scores_gemma":[0.0000013564713,0.0004489947,0.00015932438,0.00051514676,0.000026672074,0.00017301345,0.000052196476,0.0003276792,0.0020167895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005843653,0.00030555596,0.0007878496,0.00043983426,0.00048845174,0.00008904748,0.026782487,0.0000020866494,0.000055853394,0.0016755299,0.06677479,0.90201414],"study_design_scores_gemma":[0.004567901,0.0006611143,0.012373768,0.00036557514,0.00027537928,0.0000060765515,0.10002813,0.0000424729,0.0001639892,0.00003411227,0.880448,0.0010334802],"about_ca_topic_score_codex":0.00139833,"about_ca_topic_score_gemma":0.015873257,"teacher_disagreement_score":0.90098065,"about_ca_system_score_codex":0.00038214904,"about_ca_system_score_gemma":0.0001033678,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W7115818629","doi":"","title":"SHAPING IDENTITIES: HOW SOCIAL WORK EDUCATION MADE ME WHITE the reproduction and resistance of whiteness in social work education","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Reproduction; Social reproduction; Resistance (ecology); Social work; White (mutation); Work (physics); Social change","score_opus":0.032180220490690435,"score_gpt":0.29570157458930246,"score_spread":0.26352135409861205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119295254,0.0011664667,0.000019812489,0.059721187,0.026026797,0.0014521489,0.000013695336,0.00018945649,0.7921152],"genre_scores_gemma":[0.073460594,0.00019144757,0.00008969584,0.000069978225,0.0034091235,0.000018614914,0.00013675593,0.000039108865,0.92258465],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975039,0.0008290256,0.00028087434,0.00054613955,0.00052815385,0.00031193157],"domain_scores_gemma":[0.9983087,0.0002626977,0.0007161421,0.00019019352,0.0004581221,0.00006413218],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083512394,0.00023093061,0.0003085159,0.00032317714,0.0024330288,0.00030151854,0.00042573907,0.000464193,0.005071404],"category_scores_gemma":[0.000377738,0.00027309527,0.000116301584,0.005009285,0.00025120663,0.0006691859,0.000047491238,0.00049690105,0.000030198888],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077198824,0.00033802056,0.01313982,0.000558394,0.0001522522,0.0000028922627,0.4151221,0.0000029608732,0.000042914264,0.060200587,0.20075254,0.30891553],"study_design_scores_gemma":[0.00013332242,0.0000040889668,0.057502735,0.000175054,0.000103606224,9.558004e-8,0.44700113,9.1954966e-8,0.0000049423193,0.0019821748,0.49286732,0.00022545288],"about_ca_topic_score_codex":0.00043808421,"about_ca_topic_score_gemma":0.008175781,"teacher_disagreement_score":0.30869007,"about_ca_system_score_codex":0.0005595696,"about_ca_system_score_gemma":0.0016481524,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W7115818637","doi":"","title":"Dynamic Modeling and Optimization of Cryogenic Air Separations Units","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); System dynamics; Control system; Mathematical model; Systems modeling","score_opus":0.00884401536784878,"score_gpt":0.19077354044799305,"score_spread":0.18192952508014426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818637","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22832243,0.0032969583,0.26022333,0.0000713009,0.0008740397,0.0007548818,0.00020873996,0.0017676293,0.50448066],"genre_scores_gemma":[0.67074084,0.0017384331,0.0041785985,0.000004499228,0.000019961319,0.0000033985214,0.00030295982,0.00009762308,0.32291368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993219,0.000013688155,0.00016437793,0.00021371218,0.00010628009,0.00018008573],"domain_scores_gemma":[0.9995675,0.000018484505,0.00006990256,0.00019295455,0.000108867745,0.000042300715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022153667,0.00023244011,0.00024367466,0.00027373398,0.00007029255,0.000012546758,0.00020303682,0.00035420436,0.0028378512],"category_scores_gemma":[0.000008643501,0.0002470973,0.000057134876,0.00044218765,0.00003338771,0.0001911413,0.000036831425,0.00015480435,0.0000067793326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007047558,0.000014818783,0.00007030606,0.00035260915,0.00030446876,0.000012324306,0.000608867,0.88738143,0.00495288,0.0008000876,0.00015228642,0.10527942],"study_design_scores_gemma":[0.0009907668,0.000067104505,0.000091163856,0.00044806497,0.0003695922,0.0000052503565,0.008005363,0.9770004,0.0024162596,0.00021541369,0.009621606,0.0007689855],"about_ca_topic_score_codex":0.000013724678,"about_ca_topic_score_gemma":0.00035176074,"teacher_disagreement_score":0.44241843,"about_ca_system_score_codex":0.00009549982,"about_ca_system_score_gemma":0.000046020617,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W7115818713","doi":"","title":"Communion with Christ in Body, Soul, and Spirit","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Eucharist; Body of Christ; Gospel; Power (physics); Scapegoat; Christian ministry; Christianity","score_opus":0.016427646516629178,"score_gpt":0.19400652054609596,"score_spread":0.1775788740294668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02194684,0.0010313841,0.00013052644,0.0012514831,0.00009797554,0.00009160143,0.000009769558,0.00006831282,0.97537214],"genre_scores_gemma":[0.82667196,0.00010832332,0.00003420108,0.00028731572,0.00006725262,5.6759194e-7,0.000004717181,0.000010156438,0.17281549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995863,0.000026166565,0.00006391574,0.00014024749,0.00006329548,0.00012011367],"domain_scores_gemma":[0.99984306,0.000028313609,0.000013855316,0.00006363903,0.000020432553,0.000030681043],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003476965,0.00008685349,0.000094029034,0.00011169742,0.000136382,0.00018362467,0.00007893814,0.000025688516,0.03795987],"category_scores_gemma":[0.0000011751263,0.00007038885,0.000022951119,0.0001234513,0.00016611743,0.00027855474,0.00008663065,0.00013102392,0.00003202996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016752751,0.00007590824,0.0039717536,0.00021161843,0.00011526599,0.00015189323,0.024984064,0.000007524593,0.000027700928,0.4961864,0.013326865,0.46077347],"study_design_scores_gemma":[0.00025425758,0.00013263346,0.0008151449,0.00013376804,0.000017193192,0.0000018780328,0.007437282,0.0006613902,0.0000065236054,0.00017693403,0.9902582,0.00010476507],"about_ca_topic_score_codex":0.00096815947,"about_ca_topic_score_gemma":0.01222053,"teacher_disagreement_score":0.9769314,"about_ca_system_score_codex":0.000036369867,"about_ca_system_score_gemma":0.0000071210934,"threshold_uncertainty_score":0.9629196},"labels":[],"label_agreement":null},{"id":"W7115818760","doi":"","title":"ENTREPRENEURIAL IDENTITY AND ENTREPRENEURSHIP EDUCATION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Entrepreneurship; Identity (music); Entrepreneurship education; Context (archaeology); Identity formation; Organizational identity; New Ventures","score_opus":0.01861956447261159,"score_gpt":0.22859908534728046,"score_spread":0.20997952087466887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36310232,0.000568345,0.0000030320102,0.00027889517,0.004329995,0.0004476709,0.000008549518,0.0003915617,0.6308696],"genre_scores_gemma":[0.085574605,0.0007077812,0.000026941363,0.0005678385,0.0024995913,0.000008157333,0.00057943934,0.00010593304,0.9099297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819833,0.000027553091,0.00026248998,0.00078291725,0.0003531199,0.00037558156],"domain_scores_gemma":[0.9990368,0.000053609943,0.00039047265,0.00029420725,0.00018937526,0.00003553167],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001058791,0.00040503094,0.00036610325,0.00044537248,0.0003339842,0.00052062003,0.00047306297,0.00023857289,0.01980676],"category_scores_gemma":[0.00008559288,0.00045443256,0.00015937485,0.00083516305,0.000066308574,0.0015612543,0.00031458036,0.0002674992,0.00074086577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000403657,0.00019102146,0.1759836,0.0013431648,0.00024337313,0.00008951461,0.00081596506,0.000022354072,0.00014701865,0.022031303,0.015886271,0.78284276],"study_design_scores_gemma":[0.0009352168,0.000023765391,0.09702515,0.00055621116,0.00068790483,0.0000021559863,0.016231293,0.000028629374,0.00006573647,0.00444682,0.8790036,0.0009935114],"about_ca_topic_score_codex":0.0017929737,"about_ca_topic_score_gemma":0.0051230257,"teacher_disagreement_score":0.86311734,"about_ca_system_score_codex":0.00005871437,"about_ca_system_score_gemma":0.00007455877,"threshold_uncertainty_score":0.9997907},"labels":[],"label_agreement":null},{"id":"W7115818770","doi":"","title":"Optimizing Health Information Exchange during Patient Transitions into Long-term Care","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Physicians' Services Incorporated Foundation; McMaster University","keywords":"Health information exchange; Documentation; Health care; Workforce; Leverage (statistics); Information exchange; Population; Qualitative research; Long-term care","score_opus":0.015130221086683552,"score_gpt":0.2842250513683023,"score_spread":0.26909483028161874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14629981,0.00440122,0.0014981191,0.0011212276,0.007351805,0.004063778,0.00049073854,0.00068643567,0.8340869],"genre_scores_gemma":[0.09992211,0.0015761874,0.0014598857,0.0005769091,0.00047525633,0.000059540496,0.017498631,0.00011342725,0.8783181],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978931,0.00029912833,0.00055337016,0.00037194882,0.00029701748,0.0005854479],"domain_scores_gemma":[0.9985224,0.00005008242,0.00052405405,0.0003276313,0.00037875542,0.0001970596],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066373075,0.00037762217,0.00051437656,0.00070822594,0.0016437509,0.00004043926,0.00027157305,0.00053226383,0.018826513],"category_scores_gemma":[0.000009945617,0.0004476049,0.00021856329,0.000752847,0.000016747696,0.00055302045,0.00008534106,0.0008296363,0.00011420605],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050271535,0.000043504748,0.00043124126,0.012815294,0.00010790574,0.000030976935,0.35145774,0.00005153617,0.000015263455,0.00008371698,0.0028618008,0.6315983],"study_design_scores_gemma":[0.0032069562,0.00028975675,0.01371911,0.0069246255,0.00038736287,0.000001957124,0.6856426,0.000012294815,0.00008778064,0.00001574384,0.28880212,0.0009096716],"about_ca_topic_score_codex":0.0014871557,"about_ca_topic_score_gemma":0.016066639,"teacher_disagreement_score":0.6306886,"about_ca_system_score_codex":0.0020709487,"about_ca_system_score_gemma":0.000878663,"threshold_uncertainty_score":0.9997976},"labels":[],"label_agreement":null},{"id":"W7115818779","doi":"","title":"ANTIMICROBIAL, BIODEGRADABLE, STARCH-CONTAINING PACKAGING","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Steroid Chemistry and Biochemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Work (physics); Interchangeability; Standardization; Process (computing); Cover (algebra)","score_opus":0.01084510991612822,"score_gpt":0.21377372349947552,"score_spread":0.2029286135833473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818779","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76680756,0.0005032555,0.00005978699,0.000059765916,0.00070584385,0.00024487823,0.00018258399,0.00015996068,0.23127636],"genre_scores_gemma":[0.16429795,0.00030201275,0.00019562284,0.00008493182,0.0003925163,0.0000019876536,0.004869543,0.00010487362,0.82975054],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981226,0.000044724315,0.00024131533,0.000870986,0.00019566317,0.0005247436],"domain_scores_gemma":[0.99901223,0.0000145825015,0.000224035,0.00047772663,0.00011553981,0.0001558979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007985592,0.0004887391,0.0003365891,0.00009546177,0.00020588672,0.000079181984,0.0006042443,0.0006970084,0.0036908833],"category_scores_gemma":[0.000026947133,0.00057934906,0.00026138735,0.00034697118,0.00006207404,0.00000878965,0.00020290217,0.00036955372,0.00007577027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011454332,0.00006572663,0.0013815461,0.00058660173,0.00037714725,0.00023163181,0.0001717066,0.000018775569,0.94431233,0.0000098995915,0.009604277,0.042094946],"study_design_scores_gemma":[0.0008158944,0.00011740548,0.00025139947,0.00027684463,0.0001276475,0.00001544038,0.003349647,0.000007999401,0.6430373,0.0000060774173,0.3512457,0.0007486149],"about_ca_topic_score_codex":0.000094691706,"about_ca_topic_score_gemma":0.00030671948,"teacher_disagreement_score":0.6025096,"about_ca_system_score_codex":0.000090917085,"about_ca_system_score_gemma":0.00018965235,"threshold_uncertainty_score":0.9996658},"labels":[],"label_agreement":null},{"id":"W7115818783","doi":"","title":"Prevalence, Associated Factors, and Impact of Violence and Racism Experienced by Nursing Students in Clinical Placements","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racism; Suicide prevention; Occupational safety and health; Poison control; Health care; Nurse education; Human factors and ergonomics","score_opus":0.019414057828445557,"score_gpt":0.34177608912646146,"score_spread":0.3223620312980159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97020006,0.0007547918,0.0000055703117,0.00000733373,0.00023166153,0.00041972412,0.000041795047,0.000023525727,0.028315535],"genre_scores_gemma":[0.89033943,0.004939407,0.000015580685,0.000006974096,0.00001407607,0.0000012174633,0.000052074553,0.000009922943,0.104621306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979215,0.00041651737,0.00036440883,0.00049555633,0.00044206972,0.00035992367],"domain_scores_gemma":[0.9990524,0.00023317893,0.0003700777,0.000118175594,0.000087470835,0.00013869692],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041857487,0.000258341,0.00046257259,0.00022412652,0.00026335884,0.000086143365,0.0004336921,0.00046144455,0.0021506604],"category_scores_gemma":[0.00015089307,0.00026482646,0.00011306935,0.00062495645,0.00024269712,0.00033578087,0.00007744748,0.0003429778,9.283109e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001933606,0.00020261502,0.89083153,0.00006730179,0.000068819725,0.0000070021065,0.009935429,0.0000013803276,0.00004896735,0.000024455157,0.00012241752,0.09849672],"study_design_scores_gemma":[0.0021621308,0.00029423565,0.84496033,0.017547963,0.00021581909,1.4702668e-7,0.13302553,0.00002895973,0.00009156848,0.000109022,0.0009778809,0.00058644003],"about_ca_topic_score_codex":0.0018812796,"about_ca_topic_score_gemma":0.0017498247,"teacher_disagreement_score":0.123090096,"about_ca_system_score_codex":0.00033165296,"about_ca_system_score_gemma":0.00028979502,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W7115818814","doi":"","title":"State in Absentia? Team Canada in a Post-CUSMA North America","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Free trade; State (computer science); Privilege (computing); Elite; Empirical evidence; Trade barrier; Commercial policy","score_opus":0.0060309656068894294,"score_gpt":0.20506881824584738,"score_spread":0.19903785263895796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102496244,0.00009222806,0.0000021536061,0.0008337139,0.0003865895,0.00031830138,0.0006202241,0.000017364977,0.89523315],"genre_scores_gemma":[0.043846227,0.00015693532,0.000012710769,0.00078882865,0.00004151398,0.000001442388,0.00015967859,0.000012671767,0.95498],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984759,0.00014249317,0.00019411951,0.00036980235,0.0003089987,0.000508689],"domain_scores_gemma":[0.9993798,0.00006464818,0.00016639943,0.00015820707,0.00007048795,0.00016043374],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052154202,0.00020445966,0.00029162064,0.00028639214,0.00015650652,0.00004815813,0.00048349355,0.00014822521,0.01039226],"category_scores_gemma":[0.00005428147,0.00027834342,0.000066465844,0.0014547504,0.00005891667,0.00017118624,0.000035719793,0.00037497986,0.000014591337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046454582,0.00012375873,0.023400526,0.0002711384,0.000113536844,0.0018505561,0.045165155,0.000571688,0.000005931148,0.0024095655,0.10499934,0.82062423],"study_design_scores_gemma":[0.00034569172,0.000011406513,0.034634847,0.00012957957,0.000014540954,1.1519974e-7,0.011044797,0.000009379468,0.000003170936,0.000044535936,0.9534909,0.00027100954],"about_ca_topic_score_codex":0.99800795,"about_ca_topic_score_gemma":0.99999315,"teacher_disagreement_score":0.8484916,"about_ca_system_score_codex":0.0017307583,"about_ca_system_score_gemma":0.0059092925,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W7115818830","doi":"","title":"Carbon Dynamics in Temperate Forests","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon cycle; Carbon sequestration; Eddy covariance; Ecosystem; Climate change; Temperate rainforest; Carbon sink; Global warming; Phenology; Edaphic","score_opus":0.004689741894823104,"score_gpt":0.17289854674883298,"score_spread":0.16820880485400988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4386358,0.000009115887,0.000009952247,0.000010089644,0.00020544782,0.0001831947,0.000023370767,0.000024033265,0.56089896],"genre_scores_gemma":[0.32865456,0.00002320694,0.00005009165,0.000012114178,0.000008276752,8.547531e-7,0.00052061974,0.000027062179,0.67070323],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987507,0.00004182928,0.00018391904,0.00046419227,0.00023774852,0.00032164366],"domain_scores_gemma":[0.9995248,0.000016257396,0.0001270419,0.0002492345,0.000008241959,0.00007447642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056566758,0.00028039704,0.00026390268,0.00014958385,0.0000514698,0.00003688387,0.00037915068,0.00035913155,0.021864185],"category_scores_gemma":[0.0000024611197,0.0003139092,0.000084283965,0.00050022814,0.000035197434,0.00017536985,0.00011260942,0.0003726412,0.000286949],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028052105,0.0001328164,0.8800494,0.00012230856,0.00006542184,0.00033050874,0.0009325666,0.02532733,0.00028271828,0.0021683539,0.000087912566,0.09022011],"study_design_scores_gemma":[0.0032666235,0.00021759569,0.20049904,0.000548987,0.00026999146,0.000023266071,0.0054238755,0.6804932,0.00016118835,0.0009400307,0.1055412,0.0026150404],"about_ca_topic_score_codex":0.0020470016,"about_ca_topic_score_gemma":0.11037662,"teacher_disagreement_score":0.6795504,"about_ca_system_score_codex":0.0011564385,"about_ca_system_score_gemma":0.000027849645,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W7115818916","doi":"","title":"KNOWLEDGE, ATTITUDES, AND PRACTICES TOWARD HUMAN PAPILLOMAVIRUS (HPV) AND ITS VACCINE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human papillomavirus vaccine; Human papillomavirus; Global health; Vaccination; Public health; Sociocultural evolution; Cervical cancer; HPV vaccines; Disease","score_opus":0.04926748260304708,"score_gpt":0.35172132936923256,"score_spread":0.3024538467661855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818916","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03390751,0.012782979,0.0000026966316,0.00029034182,0.0001575465,0.00057637703,0.000025479307,0.00006913087,0.95218796],"genre_scores_gemma":[0.15160173,0.0027915072,0.00004033017,0.000077770455,0.00016357312,0.0000028793988,0.00023795776,0.000030348932,0.8450539],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998534,0.00008080784,0.00019439113,0.00062016863,0.00025694014,0.00031367163],"domain_scores_gemma":[0.9989091,0.00010243934,0.00018648207,0.00020724747,0.00031642613,0.0002782645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010680545,0.00031659336,0.00055051653,0.0003176405,0.00021499144,0.00008122003,0.00018237815,0.00034886613,0.08998885],"category_scores_gemma":[0.000069792695,0.0003175258,0.00008663143,0.0004549958,0.000029523933,0.0001997938,0.00020238369,0.00064503134,0.000032390086],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025795745,0.00031278655,0.011318221,0.00909611,0.0005970415,0.00038205253,0.00089750823,2.2884898e-7,0.0007818976,0.0022490455,0.0029227233,0.96886283],"study_design_scores_gemma":[0.004372693,0.0005084149,0.24850425,0.0004758173,0.00086183223,0.000015590032,0.0020354658,0.000032579883,0.0006735229,0.000053877367,0.7420248,0.00044119393],"about_ca_topic_score_codex":0.00036048028,"about_ca_topic_score_gemma":0.006303535,"teacher_disagreement_score":0.96842164,"about_ca_system_score_codex":0.00015280565,"about_ca_system_score_gemma":0.00026903735,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W7115818991","doi":"","title":"Advanced Polymer Architecture for Preparation of Hairy Single-Walled Carbon Nanotubes","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Carbon nanotube; Copolymer; Polymer; Polymerization; Supramolecular chemistry; Alkyne; Surface modification; Nanostructure; Azide","score_opus":0.009840998904636222,"score_gpt":0.23132609118575642,"score_spread":0.2214850922811202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818991","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.575152,0.0010970643,0.00073579175,0.000053706393,0.0024621398,0.001431409,0.00021727102,0.00020963232,0.418641],"genre_scores_gemma":[0.22169489,0.00002555082,0.0036128887,0.000038535272,0.00014374343,0.000017731196,0.00049712014,0.00007050675,0.773899],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979736,0.00012436345,0.00043030098,0.0007492153,0.0003449542,0.00037756702],"domain_scores_gemma":[0.99836594,0.0003257218,0.00044973637,0.0005047873,0.00027868774,0.00007513003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009452724,0.00044806607,0.0006630272,0.00037853027,0.00012623097,0.000059284783,0.00066308153,0.0004320024,0.004641468],"category_scores_gemma":[0.00006889268,0.00050252315,0.0003010877,0.00048662807,0.00007627331,0.000159281,0.00012810748,0.00019161889,0.0000046401615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032627094,0.0001338976,0.000028177477,0.0008290596,0.000092224764,0.000009306658,0.0010316003,0.00062085985,0.9368145,0.0007499478,0.00013428571,0.056293417],"study_design_scores_gemma":[0.0014486661,0.0003640177,0.000018303157,0.00065417384,0.00032786655,0.0000018586699,0.0010398875,0.00022192321,0.9518767,0.00019072036,0.04335219,0.00050368],"about_ca_topic_score_codex":0.00013997237,"about_ca_topic_score_gemma":0.0018836893,"teacher_disagreement_score":0.35525802,"about_ca_system_score_codex":0.00022708946,"about_ca_system_score_gemma":0.0002690498,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W7115819003","doi":"","title":"Evidence Brief: Preventing Suicide in Canada","year":2012,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Poison control; Stakeholder; Suicide prevention; Human factors and ergonomics; Perspective (graphical)","score_opus":0.028535669554514163,"score_gpt":0.21097916820469395,"score_spread":0.18244349865017978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819003","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026044962,0.008579324,0.00012827816,0.00010433576,0.0013690267,0.0018718622,0.00030935174,0.00015189312,0.98488146],"genre_scores_gemma":[0.05734262,0.00051526114,0.0006144316,0.00016046423,0.00046424236,0.0000026381447,0.00003470465,0.0013195882,0.93954605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895883,0.0017169998,0.0011638275,0.0023627125,0.0016529169,0.0035152065],"domain_scores_gemma":[0.9944043,0.00059802283,0.0018361746,0.0017300447,0.0002117129,0.0012197146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00078150845,0.0019871884,0.001969399,0.0012848971,0.0003183885,0.00019194242,0.0031302576,0.0009108649,0.9026582],"category_scores_gemma":[0.00019912672,0.0027067885,0.00046569048,0.0043800627,0.00038554677,0.0018166332,0.0020633845,0.0020919093,0.0074083935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00070415594,0.00033744815,0.41020483,0.0013917317,0.00080786337,0.0042066136,0.00068813993,0.00056221633,0.00044336764,0.0005457553,0.034188382,0.5459195],"study_design_scores_gemma":[0.0023172754,0.000061492225,0.018416388,0.011546998,0.0007312843,0.00004443787,0.0029147784,0.000244882,0.00017810946,0.000007819529,0.96098334,0.0025532092],"about_ca_topic_score_codex":0.98063886,"about_ca_topic_score_gemma":0.99874884,"teacher_disagreement_score":0.92679495,"about_ca_system_score_codex":0.017123777,"about_ca_system_score_gemma":0.009440168,"threshold_uncertainty_score":0.99928707},"labels":[],"label_agreement":null},{"id":"W7115819044","doi":"","title":"The Motives of Canadian Baptist Women Missionaries to India, 1905–1910","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Colonialism; Christianity; Independence (probability theory); Politics; Corporate governance; Passion","score_opus":0.013985332932020407,"score_gpt":0.1817057205606312,"score_spread":0.1677203876286108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052814014,0.00018891407,0.000022347978,0.0019566233,0.00037594064,0.00015930244,0.00003655832,0.0000220126,0.9444243],"genre_scores_gemma":[0.23066123,0.000100938145,0.000034768025,0.0004422553,0.00005401053,0.0000013749802,0.000003202945,0.0000072470725,0.768695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918985,0.000045247743,0.00013160812,0.00018530345,0.00012340766,0.00032455966],"domain_scores_gemma":[0.9994494,0.00005336757,0.000043800188,0.00019955133,0.00007230067,0.00018161847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006881096,0.00013000924,0.00014505633,0.00031990837,0.0006886195,0.0001105747,0.00034680913,0.00004209705,0.023853075],"category_scores_gemma":[0.000009158723,0.00010234656,0.00005888491,0.00024073322,0.00022056547,0.00009832763,0.00009860457,0.000080357604,0.000054108055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001231325,0.000046060435,0.0018916725,0.00004902304,0.00021136709,0.000028604909,0.23746572,0.000033599117,0.00004635006,0.59478176,0.09255715,0.07276555],"study_design_scores_gemma":[0.00017322594,0.000042642652,0.0011086625,0.000028466644,0.000013025323,2.3431369e-7,0.20528458,0.0000028989934,0.0000827837,0.00073515525,0.79243743,0.00009089829],"about_ca_topic_score_codex":0.040159382,"about_ca_topic_score_gemma":0.06230719,"teacher_disagreement_score":0.6998803,"about_ca_system_score_codex":0.00021942308,"about_ca_system_score_gemma":0.00018984027,"threshold_uncertainty_score":0.9770393},"labels":[],"label_agreement":null},{"id":"W7115819066","doi":"","title":"Digitizing Government Relations: Increasing Community Amongst Advocates with Electronic Advocacy Tools to Enhance Lobbying","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Government (linguistics); Social connectedness; Voting; Action (physics); Political efficacy; Feeling; Civic engagement","score_opus":0.017376667787283754,"score_gpt":0.27311437352635615,"score_spread":0.2557377057390724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819066","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28973258,0.00033325268,0.0015554802,0.000603936,0.00017576844,0.0011750278,0.000029548237,0.0001209228,0.7062735],"genre_scores_gemma":[0.69500595,0.00070748775,0.000608279,0.000074986536,0.00008238564,0.00001614043,0.00026507257,0.00006200407,0.30317765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935428,0.0023487497,0.00069883035,0.00088721054,0.0013152251,0.0012072179],"domain_scores_gemma":[0.99428475,0.0011441277,0.001577057,0.0019197406,0.0005934914,0.0004808418],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017857343,0.0007650712,0.0007556593,0.0002839342,0.009861378,0.0020142014,0.003255388,0.0006806593,0.012429806],"category_scores_gemma":[0.0007621406,0.00089213654,0.0002816434,0.0015152149,0.0004466618,0.003990999,0.0005644356,0.0024048407,0.00022716935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010171474,0.00056196074,0.011162173,0.00014657307,0.00059543556,0.000020868432,0.062485196,0.00060106604,0.0004252963,0.009209018,0.00024765878,0.9135276],"study_design_scores_gemma":[0.00080659206,0.00043490904,0.0212764,0.0019653495,0.00055132963,0.0000052422383,0.32631153,0.00020445485,0.0003467929,0.00034089395,0.64635074,0.0014057562],"about_ca_topic_score_codex":0.014454938,"about_ca_topic_score_gemma":0.028280137,"teacher_disagreement_score":0.91212183,"about_ca_system_score_codex":0.0033370613,"about_ca_system_score_gemma":0.0016497025,"threshold_uncertainty_score":0.99989665},"labels":[],"label_agreement":null},{"id":"W7115819117","doi":"","title":"Measuring International Health Inequalities","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Socioeconomic status; International comparisons; Health equity; Public health; Social inequality","score_opus":0.04758619298104096,"score_gpt":0.2881799795737056,"score_spread":0.24059378659266464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819117","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013722959,0.0005658944,0.00019818512,0.00035938894,0.0052165617,0.00042869145,0.000089727284,0.00012348864,0.9792951],"genre_scores_gemma":[0.086661056,0.00008498517,0.00010480508,0.00037806234,0.00025136635,0.0000028944037,0.0011458871,0.000047188598,0.9113238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981094,0.00021399834,0.00036149027,0.0005364563,0.00033582884,0.00044282322],"domain_scores_gemma":[0.9988803,0.000057067835,0.00040493888,0.0003285605,0.00014561023,0.0001834796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017500784,0.00030147895,0.0003856658,0.0003589384,0.00015732711,0.000050100913,0.00047892332,0.00032619733,0.21229133],"category_scores_gemma":[0.00001038295,0.00035962817,0.00014967039,0.00025859906,0.000020776539,0.00017848726,0.000035025474,0.000440011,0.0013697152],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010078339,0.00019579538,0.0070866854,0.0008131403,0.0004955273,0.00006421398,0.05529043,0.0000174655,0.000008525022,0.05215632,0.019954668,0.8629094],"study_design_scores_gemma":[0.0013798556,0.00013176005,0.019128023,0.00024242673,0.00004051139,0.0000058675146,0.059376948,0.000018347335,0.000013017412,0.00009655071,0.9191657,0.00040104432],"about_ca_topic_score_codex":0.0019161847,"about_ca_topic_score_gemma":0.008876293,"teacher_disagreement_score":0.899211,"about_ca_system_score_codex":0.00032447514,"about_ca_system_score_gemma":0.00032877328,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W7115819172","doi":"","title":"Experiences of Job-Seeking Social Assistance Recipients with OW/ODSP Person-Centered Supports and Employment Ontario Employment Services","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social assistance; Sample (material); Employee assistance; Supported employment; Public assistance; Social Welfare; Income Support","score_opus":0.03349174448786602,"score_gpt":0.2420907313258516,"score_spread":0.20859898683798558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42027712,0.0003976788,0.000062093204,0.00004757026,0.0009786111,0.0011253029,0.0003754153,0.0001967749,0.5765394],"genre_scores_gemma":[0.18004808,0.00009317424,0.00054736034,0.000049953025,0.0001403925,0.000019449713,0.00025836992,0.00017027644,0.81867296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99370354,0.00029078024,0.00078436657,0.001847292,0.0023205597,0.001053477],"domain_scores_gemma":[0.9964324,0.000062383864,0.0016890275,0.00071139727,0.0007702224,0.000334555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042987024,0.0011863215,0.0016614314,0.00090723886,0.00059234886,0.0002435464,0.0010872774,0.00058434013,0.02521706],"category_scores_gemma":[0.0000092372475,0.0012076318,0.00037612737,0.0013170611,0.00055370893,0.0007032198,0.0008195146,0.0007484154,0.000023136045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037942843,0.001101192,0.7185141,0.0028117665,0.004137562,0.0021385993,0.18911539,0.000018020752,0.00029394467,0.000115414536,0.013596608,0.06436313],"study_design_scores_gemma":[0.0031544578,0.00049718004,0.06274873,0.0038088597,0.0012616911,0.00005457851,0.07915692,0.00000889461,0.00014988428,0.000004421713,0.847677,0.001477408],"about_ca_topic_score_codex":0.030716717,"about_ca_topic_score_gemma":0.2611362,"teacher_disagreement_score":0.83408034,"about_ca_system_score_codex":0.004595641,"about_ca_system_score_gemma":0.0023789129,"threshold_uncertainty_score":0.99922556},"labels":[],"label_agreement":null},{"id":"W7115819204","doi":"","title":"Rapid Model-Based Recipe Design from Limited-Sample Datasets: Experimental Validation in Nanoparticle and Microgel Systems","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Reliability (semiconductor); Multicollinearity; Metric (unit); Partial least squares regression; Projection (relational algebra); Latent variable; Inverse; Cluster analysis; Nonlinear system","score_opus":0.03873088378580172,"score_gpt":0.26035517525396873,"score_spread":0.221624291468167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819204","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05044859,0.0012325249,0.94255316,0.00005394812,0.0006486512,0.0007510823,0.00046629764,0.00012318545,0.0037225706],"genre_scores_gemma":[0.2786977,0.00014588745,0.6664198,0.0004430528,0.00012609949,0.000056800844,0.011729977,0.00012323628,0.04225747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977249,0.00058839074,0.00030720566,0.0008248156,0.0002865017,0.00026822274],"domain_scores_gemma":[0.9983749,0.00079927186,0.0001980276,0.00046029093,0.00006856884,0.00009896109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002115319,0.0003168734,0.00034789328,0.000374561,0.00012822711,0.00030406888,0.00077421294,0.00019335396,0.00028370207],"category_scores_gemma":[0.00004797413,0.00039407169,0.000065400694,0.0007433649,0.0000273976,0.0007640824,0.00022196269,0.00020428533,0.0000069492794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084911584,0.00076364935,0.00027202393,0.0004072489,0.00019218473,0.0001798285,0.0030373167,0.69099134,0.0137042245,0.008378021,0.0012120638,0.280013],"study_design_scores_gemma":[0.0014985626,0.00006589073,0.0001284078,0.0003469258,0.000052153668,7.258345e-7,0.0008583341,0.9401229,0.050467003,0.0006768642,0.005345957,0.00043628403],"about_ca_topic_score_codex":0.0006105221,"about_ca_topic_score_gemma":0.00012259494,"teacher_disagreement_score":0.27957672,"about_ca_system_score_codex":0.00030365493,"about_ca_system_score_gemma":0.00037059342,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W7115819220","doi":"","title":"A DEVELOPMENTAL PERSPECTIVE OF THE ENVIRONMENTAL STRESS HYPOTHESIS","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Psychosocial; Mediation; Mechanism (biology); Physical activity; Child development; Social environment; Perspective-taking","score_opus":0.012521015570942904,"score_gpt":0.21210219720123544,"score_spread":0.19958118163029254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20412107,0.000070550814,0.0000016705162,0.000046282163,0.0005432199,0.0003652559,0.00020642298,0.000019111489,0.7946264],"genre_scores_gemma":[0.2904812,0.000011314137,0.00007143299,0.000024083245,0.000057924364,0.00000257651,0.00004850307,0.000029452294,0.7092735],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986669,0.00008627489,0.00017810706,0.0005088879,0.00028743863,0.00027241796],"domain_scores_gemma":[0.9991512,0.000042195417,0.0003712464,0.0003275962,0.000028990882,0.00007882293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029148889,0.00032691265,0.0003388254,0.00008197457,0.00027914887,0.000022823526,0.0008721418,0.00023702724,0.098890305],"category_scores_gemma":[0.000008148544,0.0002819463,0.00026919975,0.00010216476,0.00016088305,0.000104644525,0.0001460113,0.00030626284,0.00019949222],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013327415,0.0014224048,0.014170274,0.0001379507,0.002477596,0.00015123082,0.033281934,0.0000023971766,0.0041427677,0.011764296,0.0033519098,0.9277645],"study_design_scores_gemma":[0.0019615237,0.000094479474,0.66537976,0.0003517536,0.00038859324,0.000009736483,0.06444631,5.90366e-7,0.010042032,0.0004583919,0.25601697,0.0008498326],"about_ca_topic_score_codex":0.0003740514,"about_ca_topic_score_gemma":0.0005696692,"teacher_disagreement_score":0.9269147,"about_ca_system_score_codex":0.00041923785,"about_ca_system_score_gemma":0.00013007702,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W7115819241","doi":"","title":"ECONOMIC EVALUATION OF HER2 TARGETED BREAST CANCER THERAPY","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trastuzumab; Economic evaluation; Breast cancer; Cost-effectiveness analysis; Cost–benefit analysis; Cohort; Cost effectiveness; Clinical trial; Cancer","score_opus":0.03405525428188679,"score_gpt":0.3169055184233334,"score_spread":0.28285026414144665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819241","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26961693,0.0013741961,0.000014157091,0.0003301751,0.0009621653,0.0015296396,0.00024623738,0.00007410144,0.7258524],"genre_scores_gemma":[0.33132464,0.0013043932,0.000097499054,0.00009946983,0.000489278,0.000019230632,0.0007772922,0.00013328169,0.6657549],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976623,0.00027601988,0.0003188249,0.0005608552,0.0008196924,0.0003622766],"domain_scores_gemma":[0.99828535,0.00004435289,0.00033316758,0.00047563194,0.0006715677,0.00018992525],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044714945,0.000337526,0.00063089986,0.0003597749,0.000073918556,0.000023018976,0.00034643224,0.00041863945,0.352749],"category_scores_gemma":[0.000014909087,0.00035455215,0.0002377938,0.000346461,0.00008088912,0.000117801086,0.00003920857,0.000443232,0.00014898655],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022160185,0.00011735581,0.00998249,0.0005610276,0.00056274916,0.000017104983,0.0005362302,0.00023858361,0.0019688804,0.000119843426,0.005153331,0.9785264],"study_design_scores_gemma":[0.013739496,0.00070137595,0.16217905,0.0021115174,0.0016078366,0.000023237564,0.0040028687,0.0035469623,0.01324737,0.00012487106,0.7976111,0.0011042696],"about_ca_topic_score_codex":0.0026542011,"about_ca_topic_score_gemma":0.0049036653,"teacher_disagreement_score":0.9774221,"about_ca_system_score_codex":0.0013626327,"about_ca_system_score_gemma":0.0018989367,"threshold_uncertainty_score":0.9998906},"labels":[],"label_agreement":null},{"id":"W7115819250","doi":"","title":"Organizational Culture and PeerOnCall App Implementation","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Resistance (ecology); Thematic analysis; Psychological intervention; CONTEST; Qualitative research; Theme (computing); Mental health","score_opus":0.020679724364422506,"score_gpt":0.31364576241967135,"score_spread":0.29296603805524885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01764687,0.00015064696,0.000044230055,0.00015894543,0.0022022154,0.0005637341,0.00035396966,0.0002906025,0.97858876],"genre_scores_gemma":[0.029972019,0.000012042368,0.000106669635,0.000074304386,0.0000978362,0.0000057410502,0.0040596277,0.00007039635,0.9656014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986617,0.000073348856,0.0002626033,0.0004860384,0.00021670708,0.00029959425],"domain_scores_gemma":[0.99934095,0.000029469147,0.00020908314,0.0001617885,0.000116537914,0.00014218262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005332115,0.00025653705,0.00021578709,0.00020630514,0.00016837879,0.00006981767,0.00021978037,0.00028198533,0.17019086],"category_scores_gemma":[0.000006410735,0.00030448483,0.00008917238,0.00053372176,0.00003617281,0.00017477146,0.00007520465,0.00024782086,0.0013824559],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037014656,0.00029855422,0.004588257,0.0006430526,0.000537968,0.00020878708,0.008825899,0.0000011561468,0.00005271969,0.10004301,0.05043625,0.8339942],"study_design_scores_gemma":[0.0028298127,0.0006138139,0.059734132,0.00038284945,0.0003424269,0.000025507741,0.09490636,0.00000622448,0.00018279339,0.0034416555,0.8366527,0.0008817088],"about_ca_topic_score_codex":0.0002549749,"about_ca_topic_score_gemma":0.0028822466,"teacher_disagreement_score":0.8331125,"about_ca_system_score_codex":0.00018408832,"about_ca_system_score_gemma":0.00005791873,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W7115819286","doi":"","title":"Environment-Responsive Membranes for Bioseparations","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Membrane; Polyvinylidene fluoride; Ternary operation; Ultrafiltration (renal); Synthetic membrane; Protein purification","score_opus":0.012288710693135791,"score_gpt":0.22283196382160902,"score_spread":0.21054325312847325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819286","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11146343,0.007562626,0.009356701,0.0004090844,0.0010343555,0.0046507637,0.0014085821,0.00013749766,0.86397696],"genre_scores_gemma":[0.022391072,0.0011152658,0.0009712185,0.000064311025,0.00011265909,0.000020470681,0.0036798965,0.00003656057,0.9716085],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989538,0.000074610434,0.00015721044,0.0005080955,0.000109399654,0.00019687756],"domain_scores_gemma":[0.99930865,0.000018528133,0.00014296945,0.00035580827,0.000089871864,0.00008419475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047553393,0.00023004338,0.00018283796,0.000072644,0.00021038277,0.000017497287,0.00027065733,0.00036946934,0.007038643],"category_scores_gemma":[0.000034103974,0.00026968718,0.00019634563,0.000088612,0.00006905152,0.000007136928,0.000035804722,0.00009821735,0.000045150253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0100765135,0.00095773564,0.00065167923,0.0013330436,0.0012760881,0.000054544966,0.0023571674,0.0003859928,0.5366421,0.0023299211,0.018229298,0.4257059],"study_design_scores_gemma":[0.00061028945,0.00012069478,0.0003087823,0.000010146782,0.00005630224,0.0000025013808,0.0007926899,0.000016963178,0.04896021,0.00003724547,0.94879943,0.00028473363],"about_ca_topic_score_codex":0.000013024231,"about_ca_topic_score_gemma":0.00016545772,"teacher_disagreement_score":0.9305701,"about_ca_system_score_codex":0.00004339681,"about_ca_system_score_gemma":0.00014871442,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W7115819287","doi":"","title":"IMMUNE MODULATION OF ALLERGIC RESPONSES","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Immunotherapy; Asthma; Immune system; Epitope; Immunosuppression; Disease; Immune tolerance; Allergy","score_opus":0.011348403447339735,"score_gpt":0.20939003113232618,"score_spread":0.19804162768498645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819287","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6397216,0.0004948787,0.00025749457,0.00001094915,0.00025942133,0.00022504303,0.000033628192,0.000013542138,0.35898346],"genre_scores_gemma":[0.30262172,0.00023866494,0.00095735,0.000010771085,0.00009294833,8.945053e-7,0.0014467855,0.000033184242,0.69459766],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991771,0.000043607153,0.000256102,0.000235831,0.00012224681,0.00016510824],"domain_scores_gemma":[0.99913335,0.0000058343844,0.00031665713,0.00034434875,0.00016231068,0.000037495684],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007544421,0.00021782702,0.00023530755,0.00010898637,0.0000725996,0.000016969694,0.00031562443,0.000334968,0.005478068],"category_scores_gemma":[0.000018052926,0.00023415685,0.00016788038,0.00015579171,0.00003473792,0.0000106397765,0.000091487156,0.00009414891,0.000019091696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073092035,0.00026969524,0.000925829,0.0010122026,0.0011994588,0.000011558826,0.0018511504,0.00021052374,0.6289746,0.00076619815,0.0044342615,0.3530353],"study_design_scores_gemma":[0.0017472518,0.0007885842,0.014060037,0.00020965077,0.00018579309,0.0000072901407,0.0060671763,0.00054954743,0.15682633,0.00006025558,0.8187654,0.00073268864],"about_ca_topic_score_codex":0.00003242921,"about_ca_topic_score_gemma":0.00009748759,"teacher_disagreement_score":0.8143311,"about_ca_system_score_codex":0.000019491366,"about_ca_system_score_gemma":0.0000920995,"threshold_uncertainty_score":0.99543107},"labels":[],"label_agreement":null},{"id":"W7115819332","doi":"","title":"BETTER GUIDANCE FOR BETTER HEALTH SYSTEMS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Usability; Set (abstract data type); Quality (philosophy); Healthcare system; Relevance (law); Health informatics; Order (exchange); Context (archaeology)","score_opus":0.26444258506006774,"score_gpt":0.512782179091317,"score_spread":0.24833959403124922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819332","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012650244,0.0004685933,0.004421813,0.018838722,0.010289364,0.01003045,0.0020610609,0.00050245324,0.9407373],"genre_scores_gemma":[0.0014517003,0.000031363397,0.0024014951,0.019484384,0.0011788027,0.00011959221,0.00077331753,0.000118917786,0.97444046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944791,0.0013027322,0.0011633259,0.00085355435,0.00071499177,0.0014862673],"domain_scores_gemma":[0.9955946,0.0007315192,0.0015162714,0.0005844774,0.0008669716,0.0007061446],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017246947,0.00046878294,0.00083102385,0.0004132207,0.0012475861,0.000049837057,0.00082796457,0.00057177834,0.024466036],"category_scores_gemma":[0.00022517523,0.0005054315,0.00015319236,0.0007456292,0.00006124259,0.00041117758,0.00011773607,0.00085006916,0.00093773834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029589052,0.000029127485,0.0034862596,0.0050626094,0.00008066931,0.000013055404,0.015790625,0.000012325284,0.000035616176,0.0015623226,0.85051566,0.12311586],"study_design_scores_gemma":[0.0018837751,0.00015012521,0.0013668466,0.0007908767,0.00004200216,8.6420977e-7,0.022558609,0.00009047755,0.0000047506574,0.00017258698,0.9725264,0.00041271638],"about_ca_topic_score_codex":0.0016409551,"about_ca_topic_score_gemma":0.005057835,"teacher_disagreement_score":0.12270314,"about_ca_system_score_codex":0.0018276229,"about_ca_system_score_gemma":0.0035232238,"threshold_uncertainty_score":0.99984014},"labels":[],"label_agreement":null},{"id":"W7115819374","doi":"","title":"Dissemination of Heart Health Promotion","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Public health; Health promotion; Process (computing); Information Dissemination; Qualitative research; Promotion (chess); Qualitative comparative analysis","score_opus":0.043898983174643254,"score_gpt":0.3516738286524202,"score_spread":0.30777484547777695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02368299,0.00044014747,0.00011560834,0.0020736163,0.0014355333,0.002451317,0.000080767204,0.00017137188,0.96954864],"genre_scores_gemma":[0.024817578,0.0003879092,0.00079386414,0.0002367478,0.000091405214,0.000010587146,0.0009597404,0.00004923347,0.9726529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972545,0.00077938515,0.0006807238,0.0003430486,0.00038602937,0.00055634155],"domain_scores_gemma":[0.99788237,0.00029293454,0.00083912635,0.00039106654,0.00032511115,0.00026942175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039202487,0.00028846742,0.0005990855,0.0004015012,0.00082126027,0.000006692322,0.00032462602,0.0004819816,0.12929437],"category_scores_gemma":[0.000083657076,0.00032766594,0.00012296709,0.0006584459,0.000029780085,0.00015973893,0.0000963974,0.0010340753,0.00028523547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052533543,0.00070505525,0.009354198,0.01043136,0.000098197794,0.0000115316225,0.032547753,0.0000033782014,0.00013656507,0.002624853,0.10178877,0.84177303],"study_design_scores_gemma":[0.000851792,0.00038119318,0.02876808,0.004487151,0.000048334892,0.0000010978059,0.03439056,0.000053035834,0.000057790254,0.000110916226,0.9304538,0.00039624659],"about_ca_topic_score_codex":0.0008160281,"about_ca_topic_score_gemma":0.005363794,"teacher_disagreement_score":0.8413768,"about_ca_system_score_codex":0.0007781283,"about_ca_system_score_gemma":0.00085512217,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W7115819456","doi":"","title":"Issue Brief: Designing Integrated Approaches to Support People with Multimorbidity in Ontario","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Multimorbidity; Integrated care; Presentation (obstetrics)","score_opus":0.054876896248582926,"score_gpt":0.20129423473841046,"score_spread":0.14641733848982752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011769556,0.00003999975,0.008784685,0.00010178008,0.0005603609,0.0060693403,0.0003326783,0.0004815086,0.9718601],"genre_scores_gemma":[0.015296866,0.000009258145,0.027477467,0.0001467109,0.00017278959,0.000029222885,0.00050714886,0.0017849121,0.9545756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894179,0.0012412529,0.0011003427,0.003975737,0.0013331703,0.0029315772],"domain_scores_gemma":[0.99467653,0.00017818877,0.0011986387,0.0019769813,0.00032851737,0.0016411209],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006094769,0.0030259443,0.0030041477,0.002931749,0.0003990817,0.0006618097,0.002855824,0.0017826163,0.8782951],"category_scores_gemma":[0.00004812057,0.0032720335,0.00044919242,0.006036152,0.00060712063,0.0014740869,0.0014708114,0.002701575,0.046424367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009844648,0.0051803524,0.47270688,0.0013383229,0.004298409,0.008587204,0.047953267,0.012212745,0.00091309374,0.00088696263,0.17349266,0.26258543],"study_design_scores_gemma":[0.007162007,0.0014040808,0.015320698,0.001708286,0.0007490171,0.00008227701,0.011644832,0.0009966408,0.00030493343,0.000003815351,0.9568586,0.0037648398],"about_ca_topic_score_codex":0.51664203,"about_ca_topic_score_gemma":0.9574601,"teacher_disagreement_score":0.8318708,"about_ca_system_score_codex":0.00868677,"about_ca_system_score_gemma":0.0033660214,"threshold_uncertainty_score":0.9995992},"labels":[],"label_agreement":null},{"id":"W7115819486","doi":"","title":"Supporting the Use of Research Evidence by Community-Based Organizations in the Health Sector","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service delivery framework; Service (business); Systematic review; Evidence-based practice; Health services research; Qualitative research; Mental health; Health care","score_opus":0.5685390157507484,"score_gpt":0.5931063410238615,"score_spread":0.024567325273113116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819486","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76883984,0.00017534482,0.0019228833,0.10481446,0.0023278631,0.017285893,0.0017886872,0.0002877787,0.10255725],"genre_scores_gemma":[0.36535648,0.0001857763,0.001529386,0.043845173,0.00026485123,0.00009913464,0.0014369325,0.00016220042,0.58712006],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9810936,0.01565446,0.0009548416,0.00032431146,0.0009891854,0.0009836038],"domain_scores_gemma":[0.97968113,0.0170156,0.0011031798,0.000940922,0.0010831783,0.00017596444],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009041026,0.00021715867,0.000359214,0.00046280728,0.003713008,0.000057955953,0.00179131,0.00034037224,0.025487116],"category_scores_gemma":[0.004029498,0.00016273085,0.000054240245,0.0046310304,0.00028821587,0.00040773515,0.000184872,0.0049688835,0.00008222172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056972797,0.0003665982,0.080928236,0.0068259058,0.000049282306,0.000018697814,0.5154844,0.000090335285,0.0015587416,0.0033933718,0.35965025,0.031064413],"study_design_scores_gemma":[0.0005219479,0.00016441793,0.008617423,0.0010317757,0.000015330996,4.447283e-7,0.14668888,0.00008220884,0.000062053754,0.000036862344,0.8426254,0.0001533054],"about_ca_topic_score_codex":0.02714059,"about_ca_topic_score_gemma":0.1458074,"teacher_disagreement_score":0.48456284,"about_ca_system_score_codex":0.00052745646,"about_ca_system_score_gemma":0.005138513,"threshold_uncertainty_score":0.99758404},"labels":[],"label_agreement":null},{"id":"W7115819517","doi":"","title":"MULTIPLE-DIGIT CUE COMBINATION","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Observer (physics); Stimulus (psychology); Bayesian probability; Sensory system; Sensory cue; Stimulus modality; Pattern recognition (psychology)","score_opus":0.02637860433848908,"score_gpt":0.242263097513306,"score_spread":0.21588449317481692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819517","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09936689,0.0000027590406,0.00006163052,0.00005139807,0.0023483676,0.00029265817,0.00006267478,0.00020563469,0.897608],"genre_scores_gemma":[0.22125971,0.000021693544,0.000047806003,0.00012852428,0.00016213553,0.0000012484945,0.00013695695,0.000041117208,0.7782008],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984327,0.00011160236,0.00019917342,0.0006432121,0.00029800096,0.00031533316],"domain_scores_gemma":[0.99898094,0.00018743353,0.0002576274,0.00032412595,0.00012935995,0.00012050222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000013614619,0.00031487897,0.00025353112,0.00030651814,0.0003474116,0.0001297327,0.0004728768,0.00030575285,0.08532952],"category_scores_gemma":[0.00015141517,0.00036860415,0.00018021632,0.00050959596,0.0000690973,0.00059817993,0.00005338331,0.00041589292,0.00170052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018863196,0.0010340846,0.0008848639,0.00033991094,0.0001579244,0.00055670383,0.005036462,0.000035789984,0.18357171,0.00828172,0.035714407,0.7625001],"study_design_scores_gemma":[0.000651958,0.000104582,0.00022490331,0.00008515237,0.000061222934,0.000011703877,0.0021126808,0.00020991988,0.15318468,0.00009692035,0.84289366,0.00036260928],"about_ca_topic_score_codex":0.00009256991,"about_ca_topic_score_gemma":0.0011898838,"teacher_disagreement_score":0.8071793,"about_ca_system_score_codex":0.00018436622,"about_ca_system_score_gemma":0.00007902043,"threshold_uncertainty_score":0.9998766},"labels":[],"label_agreement":null},{"id":"W7115819537","doi":"","title":"Low-income Barriers and Facilitators to a Career in Medicine","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Identity (music); Underrepresented Minority; Accountability; Career Pathways; Intersectionality; Medical school; Representation (politics)","score_opus":0.014835972369043405,"score_gpt":0.2626548091967989,"score_spread":0.2478188368277555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35215902,0.00027161185,0.00003299523,0.003888683,0.0011324771,0.0010309838,0.000032398442,0.00006680061,0.641385],"genre_scores_gemma":[0.088934414,0.00005480539,0.000112601396,0.0013342774,0.000070881855,0.000002297796,0.0001763197,0.000029611623,0.9092848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985614,0.000059731035,0.00024812436,0.00048607035,0.00035464278,0.00029006094],"domain_scores_gemma":[0.99771553,0.00006833237,0.000076710596,0.00026966454,0.00009934389,0.0017704004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010453922,0.00027489982,0.00056505005,0.00053919334,0.000058529662,0.000010126871,0.00016123806,0.00031232595,0.25922936],"category_scores_gemma":[0.0006616425,0.00024978956,0.000070904505,0.0006702929,0.00006554629,0.00006579593,0.000046146288,0.00046900826,0.00013682902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036858902,0.00031834026,0.09657546,0.0063826037,0.00052814756,0.0012944699,0.06612151,0.000020886262,0.002637805,0.0022559182,0.04559913,0.7745798],"study_design_scores_gemma":[0.0030180754,0.00037689408,0.027267337,0.0032926688,0.00019414988,0.000008894996,0.076419815,0.000034551624,0.00010967999,0.000018675042,0.8888663,0.00039295355],"about_ca_topic_score_codex":0.0002531344,"about_ca_topic_score_gemma":0.00044899707,"teacher_disagreement_score":0.8432672,"about_ca_system_score_codex":0.00021672824,"about_ca_system_score_gemma":0.000798303,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W7115819661","doi":"","title":"“Not really much of a choice”: Frontline violence against women shelter workers’ perspectives on police intervention in intimate partner violence","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Intervention (counseling); Social work; Criminal justice; Poison control; Exploratory research; Suicide prevention; Transformative learning; Work (physics)","score_opus":0.015786153986369133,"score_gpt":0.28741389289173275,"score_spread":0.2716277389053636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819661","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34036395,0.00018227214,0.00008314094,0.000026358153,0.00046706092,0.00058660907,0.000058598194,0.00008655408,0.6581454],"genre_scores_gemma":[0.78830135,0.001863055,0.00016528743,0.00011031735,0.00011833634,0.000018416555,0.000104161605,0.000035644483,0.20928343],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9965708,0.0005450592,0.00057438796,0.00092095847,0.00059821404,0.0007905413],"domain_scores_gemma":[0.99833345,0.00019240646,0.0005103892,0.00042381114,0.0003669785,0.00017298934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056742417,0.0004872191,0.00069295295,0.0007417375,0.00029304778,0.000096558215,0.0010806383,0.00052518846,0.0067759175],"category_scores_gemma":[0.000110023946,0.0005564864,0.00028907895,0.001290695,0.00026587603,0.00045429,0.00015264288,0.00068312685,0.00006028432],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037574482,0.0012345732,0.015558648,0.0011773624,0.00036817486,0.00008891382,0.14415663,0.00043358596,0.00045307932,0.025126992,0.00042734283,0.80721724],"study_design_scores_gemma":[0.0034358627,0.00046061602,0.082518235,0.023378145,0.00019675308,4.1153342e-7,0.857046,0.000463039,0.00086264906,0.0008828158,0.029101793,0.0016536762],"about_ca_topic_score_codex":0.01700461,"about_ca_topic_score_gemma":0.01595467,"teacher_disagreement_score":0.80556357,"about_ca_system_score_codex":0.0011099898,"about_ca_system_score_gemma":0.00038154804,"threshold_uncertainty_score":0.9996887},"labels":[],"label_agreement":null},{"id":"W7115819674","doi":"","title":"PREGNANT TEENS ACCESSING MENTAL HEALTH CARE IN NUNAVUT","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Face (sociological concept); Teenage pregnancy; Pregnancy; Health care; Colonialism; Mental health care","score_opus":0.012642929587320962,"score_gpt":0.28170271922058093,"score_spread":0.26905978963326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032554,0.003969706,0.0000022400438,0.00027973743,0.0028198974,0.00092341256,0.00004387383,0.00010969143,0.9592974],"genre_scores_gemma":[0.013194397,0.007245731,0.00011608821,0.000041618383,0.0003652001,6.6653894e-7,0.0005797344,0.000043799413,0.97841275],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977923,0.00033438118,0.00027451632,0.0005294036,0.000398776,0.00067062443],"domain_scores_gemma":[0.999263,0.000029993962,0.00021112918,0.00016881751,0.000105951956,0.000221129],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020827918,0.00026204804,0.0003272065,0.00039623858,0.0034806079,0.00017147297,0.0004504269,0.00037488973,0.0117635075],"category_scores_gemma":[0.0000011640101,0.0002681032,0.000117781645,0.0008238773,0.00009183954,0.00034289615,0.0000048466763,0.00046838465,0.00011826334],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053324315,0.00006639391,0.00028150584,0.000702633,0.00002670372,0.00003711646,0.910152,0.0000020329537,5.155533e-7,0.016965276,0.00041281374,0.07129967],"study_design_scores_gemma":[0.00016646014,0.00003844569,0.00022205547,0.0009136992,0.000020288708,4.2277495e-7,0.28484866,0.0000018998215,0.000008404997,0.000059412778,0.71350986,0.00021040734],"about_ca_topic_score_codex":0.12811391,"about_ca_topic_score_gemma":0.98799324,"teacher_disagreement_score":0.8598793,"about_ca_system_score_codex":0.0025375418,"about_ca_system_score_gemma":0.021069804,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W7115819739","doi":"","title":"“VILLAIN” VERSUS “VICTIM”: A NEWS HEADLINE ANALYSIS AND LITERATURE REVIEW","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Headline; Refugee; Social media; Mirroring; Population; Deportation; Asylum seeker; Journalism","score_opus":0.014616748308172705,"score_gpt":0.27985583072430437,"score_spread":0.26523908241613164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819739","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024541337,0.020182759,0.00007955639,0.0005517114,0.0007502154,0.0005358791,0.000059868613,0.00008159824,0.9753043],"genre_scores_gemma":[0.0019521603,0.102709964,0.0001566781,0.00013761058,0.00031923607,0.000002273749,0.0014262949,0.000020094121,0.8932757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821097,0.00030466297,0.0002486002,0.00054038,0.00040490387,0.00029050655],"domain_scores_gemma":[0.9985084,0.0000624459,0.00045599233,0.00039048702,0.00038822656,0.00019447635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023955187,0.00031659208,0.00056700344,0.00035744897,0.001001499,0.0003820685,0.00045878818,0.00047159067,0.029838355],"category_scores_gemma":[0.0001708373,0.0003181299,0.00033298158,0.0011793096,0.00010395884,0.00067060895,0.000026302323,0.00036648728,0.000033736254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007107956,0.00009236519,0.0022700639,0.0016917665,0.0016846034,0.00015106023,0.041327212,0.0000039888205,0.000024550018,0.011505598,0.020181734,0.9203563],"study_design_scores_gemma":[0.00044730568,0.000060592913,0.00064272113,0.0014229586,0.0017064163,5.747989e-7,0.00906401,0.000019031395,0.00000838949,0.000042038308,0.9862405,0.00034542874],"about_ca_topic_score_codex":0.0033280351,"about_ca_topic_score_gemma":0.4283382,"teacher_disagreement_score":0.9660588,"about_ca_system_score_codex":0.00019695968,"about_ca_system_score_gemma":0.00024356523,"threshold_uncertainty_score":0.9999271},"labels":[],"label_agreement":null},{"id":"W7115819779","doi":"","title":"USER PERCEPTIONS AND SATISFACTION OF A CUSTOMIZABLE EMR HOMEPAGE","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Thematic analysis; Personalization; Perception; Quality (philosophy); Usage data; User satisfaction; Health care; Qualitative property; Patient satisfaction","score_opus":0.020771188096444886,"score_gpt":0.3189345586448205,"score_spread":0.2981633705483756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26972547,0.0009815216,0.00012623535,0.00015479178,0.0023725603,0.0016754748,0.00012356055,0.00023095612,0.72460943],"genre_scores_gemma":[0.07443224,0.0006384305,0.00017597529,0.000050858278,0.00021276124,0.00001535321,0.00017591307,0.00008938485,0.92420906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974165,0.00054061046,0.00058494124,0.00056205416,0.00027963248,0.0006162381],"domain_scores_gemma":[0.99860215,0.00021589793,0.00044685657,0.00032298628,0.00020361412,0.00020847496],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030178577,0.00034217603,0.000642884,0.00047761964,0.0004849133,0.000017416914,0.00018788278,0.00084886904,0.08490621],"category_scores_gemma":[0.000028253053,0.00036616178,0.0001358359,0.0006448722,0.000048696875,0.00023031644,0.0000893276,0.0014263876,0.0006513147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018250875,0.00020518921,0.11590768,0.054627687,0.0012407108,0.0001978662,0.06432478,0.00003538838,0.0042092907,0.022556856,0.10476696,0.6301025],"study_design_scores_gemma":[0.0012285083,0.00018447002,0.026928391,0.0029245068,0.000409545,0.0000054424418,0.07091373,0.00014620899,0.000017862267,0.00018449506,0.8965681,0.00048873114],"about_ca_topic_score_codex":0.0043728007,"about_ca_topic_score_gemma":0.039914228,"teacher_disagreement_score":0.79180115,"about_ca_system_score_codex":0.0008179022,"about_ca_system_score_gemma":0.0010299357,"threshold_uncertainty_score":0.99987906},"labels":[],"label_agreement":null},{"id":"W7115819875","doi":"","title":"Two Birds, One Stone","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Meaning (existential); Task (project management); Phenomenon; Test (biology); Agile software development; Second language; Immigration","score_opus":0.06017691288711895,"score_gpt":0.368089075551905,"score_spread":0.30791216266478605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01596092,0.00015695694,0.000042350974,0.00043974133,0.0026253175,0.0008413086,0.00006882626,0.0006738632,0.9791907],"genre_scores_gemma":[0.030100297,0.00028420615,0.000364003,0.0003419003,0.0003433778,0.00002213815,0.0008746509,0.0001430288,0.9675264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970386,0.0008366872,0.0005416211,0.00054175814,0.00036007183,0.00068128016],"domain_scores_gemma":[0.9973839,0.0004893409,0.0005704197,0.0008826332,0.00046507333,0.00020862826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034023062,0.00035585638,0.0005267547,0.0003837808,0.0012827343,0.000018967185,0.0009671337,0.0007229235,0.107787244],"category_scores_gemma":[0.00008061536,0.00042721812,0.00017735797,0.0008459563,0.000048365044,0.000112161215,0.00028277922,0.0021320498,0.005707275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002686365,0.00037157146,0.019452183,0.009474492,0.0009832799,0.00021924822,0.0901937,0.00006091034,0.0006367542,0.030314675,0.09098445,0.7546224],"study_design_scores_gemma":[0.0017383497,0.00012748712,0.006544924,0.0051254393,0.00022161547,7.3659356e-7,0.19420366,0.00016106843,0.000059109745,0.00053710095,0.79049164,0.000788856],"about_ca_topic_score_codex":0.004586025,"about_ca_topic_score_gemma":0.015287979,"teacher_disagreement_score":0.75383353,"about_ca_system_score_codex":0.0005374894,"about_ca_system_score_gemma":0.00065161206,"threshold_uncertainty_score":0.99981797},"labels":[],"label_agreement":null},{"id":"W7115819902","doi":"","title":"A Cross-Cultural Investigation into Clergy Enactment of Servant Leadership","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Servant leadership; Power (physics); Ethical leadership; Leadership style; Leadership; Transactional leadership; Servant","score_opus":0.0707061902208956,"score_gpt":0.29707740009688416,"score_spread":0.22637120987598858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2572976,0.00015210055,0.00030677314,0.013489362,0.00033610544,0.0003060081,0.000004554211,0.00012755638,0.7279799],"genre_scores_gemma":[0.58136135,0.000011213899,0.00031965948,0.000550483,0.000049307633,5.863708e-7,0.000005055097,0.000004272844,0.41769806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862933,0.00035427173,0.00017585882,0.00026133677,0.0002622062,0.0003170181],"domain_scores_gemma":[0.99935174,0.00010714476,0.00010642075,0.00015567671,0.00016298404,0.00011604872],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003453228,0.00012813663,0.0001794311,0.00011687986,0.00042982682,0.000098791665,0.00039581946,0.0001795979,0.013279223],"category_scores_gemma":[0.00009146114,0.00013933946,0.0001046672,0.00093904126,0.0009350529,0.00063642766,0.00007811847,0.00017099445,0.000032253043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047591806,0.00019817745,0.10470574,0.0005392403,0.00026887536,0.000033859495,0.13375987,0.00033458843,0.0019372985,0.56730944,0.003762921,0.18667406],"study_design_scores_gemma":[0.00096825097,0.000056107176,0.007207874,0.00021661233,0.000052482716,2.1469359e-7,0.18944699,0.000027813725,0.0026882275,0.001841545,0.7972578,0.00023612764],"about_ca_topic_score_codex":0.005117426,"about_ca_topic_score_gemma":0.012666447,"teacher_disagreement_score":0.7934948,"about_ca_system_score_codex":0.00029716402,"about_ca_system_score_gemma":0.00024382425,"threshold_uncertainty_score":0.9876228},"labels":[],"label_agreement":null},{"id":"W7115819932","doi":"","title":"Into the Wilderness: The Fleeing Figure in Early Modern Heroic Poetry","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Poetry; Narrative; Romance; Trope (literature); TRACE (psycholinguistics); Chivalry; Romanticism; EPIC","score_opus":0.011061230741247867,"score_gpt":0.18706912989390972,"score_spread":0.17600789915266185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022137258,0.0033548956,0.000022553417,0.0004502777,0.0010187629,0.00035665795,0.000030757434,0.00008232071,0.9725465],"genre_scores_gemma":[0.12592976,0.00005211601,0.000009509122,0.00025715976,0.00029769677,0.0000041568946,0.00019911467,0.000038093465,0.8732124],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982946,0.0002340411,0.0002785732,0.0005104973,0.00034585551,0.0003364633],"domain_scores_gemma":[0.9988467,0.00012217577,0.00023477929,0.0005880946,0.00015982064,0.000048432965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013890275,0.0004155775,0.00040157948,0.00035465645,0.0008298517,0.00046010455,0.0011622672,0.00026533776,0.029525915],"category_scores_gemma":[0.000015582318,0.00029874014,0.00031467708,0.0003801573,0.00016577655,0.000386377,0.000110126864,0.0009032097,0.00007091987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035112098,0.00012596296,0.0005092042,0.00050974614,0.0008894433,0.00016175353,0.72448397,0.00020885587,0.000029932475,0.07800083,0.013696314,0.1810329],"study_design_scores_gemma":[0.0003475271,0.00002201001,0.00016974508,0.00036487117,0.00036869783,3.320321e-7,0.06646455,0.00023451327,0.000010469409,0.001594591,0.93007165,0.00035102223],"about_ca_topic_score_codex":0.004169308,"about_ca_topic_score_gemma":0.11120974,"teacher_disagreement_score":0.91637534,"about_ca_system_score_codex":0.00033506527,"about_ca_system_score_gemma":0.00015095044,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W7115819993","doi":"","title":"The bedrock of organization transformation: Examining the relationship between leadership, culture and communication in successful change management","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Change management (ITSM); Function (biology); Organizational communication; Organizational change; Culture change; Organizational culture; Element (criminal law); Customer relationship management; Middle management","score_opus":0.10420058272744366,"score_gpt":0.23836550909450432,"score_spread":0.13416492636706068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115819993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5932517,0.0117138,0.0017752931,0.043052398,0.003057147,0.015628656,0.00016680262,0.0009232807,0.3304309],"genre_scores_gemma":[0.90944886,0.00084847515,0.000022933938,0.00017490653,0.00056136755,0.000009353105,0.0014944643,0.0000823555,0.087357275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777496,0.00022398081,0.0006262351,0.00043998283,0.0005240871,0.00041077437],"domain_scores_gemma":[0.99767834,0.0006517603,0.0007977522,0.0004293767,0.0004142869,0.000028496332],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063999,0.00043053733,0.00036311097,0.0005467271,0.0014464456,0.0004609834,0.0009856408,0.00040295033,0.0012336322],"category_scores_gemma":[0.00014752585,0.0003662828,0.000071263814,0.0049660797,0.00020851202,0.00198801,0.00024572815,0.0006424389,0.000085366824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014241367,0.00006924079,0.85820687,0.0041970094,0.00025500378,0.000011301076,0.043660775,0.00006430101,0.0000059443496,0.031576995,0.0004418341,0.061368328],"study_design_scores_gemma":[0.0010449456,0.000022162487,0.6553793,0.0012400885,0.0005236414,7.5406604e-7,0.3127837,0.00015398022,0.000014983256,0.0005350782,0.027897514,0.00040384068],"about_ca_topic_score_codex":0.00036222924,"about_ca_topic_score_gemma":0.00386173,"teacher_disagreement_score":0.31619716,"about_ca_system_score_codex":0.00013374494,"about_ca_system_score_gemma":0.000032960317,"threshold_uncertainty_score":0.9998789},"labels":[],"label_agreement":null},{"id":"W7115820083","doi":"","title":"ROVER/SITTER POLYMORPHISM & SEXUAL SELECTION IN FRUIT FLIES","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Foraging; Courtship; Sexual selection; Mating; Drosophila melanogaster; Experimental evolution; Reproductive isolation; Mate choice; Mating preferences","score_opus":0.014899423603644948,"score_gpt":0.19829752447937163,"score_spread":0.18339810087572667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820083","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8584315,0.00007445552,0.0000018039581,0.00021512948,0.00037146098,0.00021688618,0.000029099967,0.00008996413,0.1405697],"genre_scores_gemma":[0.3403835,0.000026278874,0.000009796244,0.000026059357,0.00034273672,0.0000013036615,0.00015035852,0.0000028684267,0.65905714],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986394,0.00007475451,0.00017001221,0.0006030836,0.00020542146,0.00030733628],"domain_scores_gemma":[0.99965787,0.000026065623,0.00013749165,0.00004649315,0.000061752544,0.00007032563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059486258,0.0002649865,0.00024267915,0.00005986751,0.00018777879,0.00004505599,0.00023827558,0.00039034474,0.07134324],"category_scores_gemma":[0.000005555243,0.000121233745,0.00010171895,0.00047170694,0.000033646433,0.0002778284,0.000043029173,0.00026211122,0.00017800633],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003067857,0.000076069184,0.021420375,0.000018617637,0.000020006459,0.000029923285,0.00019374778,7.679072e-7,0.28889236,0.000076052944,0.0006455511,0.68831974],"study_design_scores_gemma":[0.00048763558,0.0004386187,0.6116677,0.00013883451,0.00010430899,0.000012018127,0.0051185507,0.0000032609164,0.008549688,0.00007698908,0.3726458,0.00075659505],"about_ca_topic_score_codex":0.0011680555,"about_ca_topic_score_gemma":0.010326381,"teacher_disagreement_score":0.6875632,"about_ca_system_score_codex":0.00015982012,"about_ca_system_score_gemma":0.00001833212,"threshold_uncertainty_score":0.92950565},"labels":[],"label_agreement":null},{"id":"W7115820119","doi":"","title":"Oxygen Permeability Properties of Zwitterionic Polymer Polytetrafluoroethylene Coatings for Long-Term Dissolved Oxygen Surface Water Monitoring with Indigenous Communities","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Water quality; Polymer; Biofouling; Polytetrafluoroethylene; Water security; Dissolved organic carbon; Surface water","score_opus":0.011306340331619437,"score_gpt":0.1850804529113407,"score_spread":0.17377411257972128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98925924,0.0014592523,0.000022075415,0.000008549545,0.0002817859,0.00042871374,0.00006185832,0.00016868727,0.008309831],"genre_scores_gemma":[0.86289823,0.00012599502,0.00006039671,0.0000028281343,0.000057409816,0.000008107916,0.00054659613,0.00008882284,0.1362116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988122,0.000034442433,0.00026787142,0.00030651086,0.00015400382,0.00042498627],"domain_scores_gemma":[0.9994493,0.00002464971,0.00007439612,0.00033267643,0.00003923386,0.000079705416],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006284953,0.00046506093,0.0004548362,0.000071118375,0.00017104056,0.000040909115,0.00041189164,0.00038311936,0.0026872242],"category_scores_gemma":[0.0000011912072,0.00038924668,0.000151998,0.00009785222,0.00014961496,0.00014473703,0.000113851704,0.0004208534,0.0000111133995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013571959,0.00014857002,0.11943167,0.013533424,0.0012107476,0.000046572994,0.02885835,0.0009964032,0.8222786,0.0000037061961,0.000014396984,0.01212036],"study_design_scores_gemma":[0.00073609804,0.00019698829,0.02645802,0.0011057936,0.00044774535,0.000009810213,0.016629854,0.000083566134,0.95252156,0.000004326218,0.00095856696,0.00084767764],"about_ca_topic_score_codex":0.0003388134,"about_ca_topic_score_gemma":0.0009700469,"teacher_disagreement_score":0.13024294,"about_ca_system_score_codex":0.000247877,"about_ca_system_score_gemma":0.000035363562,"threshold_uncertainty_score":0.99985594},"labels":[],"label_agreement":null},{"id":"W7115820167","doi":"","title":"Bridging gaps: the role of eHealth tools in immigrant health care transitions","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"eHealth; Health care; Digital health; Thematic analysis; Digital divide; Health literacy; Immigration; Psychological intervention; Health equity; Population","score_opus":0.014418609055864163,"score_gpt":0.265077574168679,"score_spread":0.2506589651128148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820167","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15841027,0.007018029,0.003793606,0.0077747023,0.00045165574,0.0012880462,0.00020014317,0.00009729739,0.82096624],"genre_scores_gemma":[0.9757338,0.0000668454,0.000116172,0.0010679126,0.000029181672,0.0000037915954,0.000028690976,0.000009579469,0.022944039],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861914,0.0003123405,0.00030136344,0.0002755432,0.000105801606,0.0003858319],"domain_scores_gemma":[0.99936444,0.00007646247,0.000110381225,0.00029985767,0.000056488654,0.00009235009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016413702,0.00013016176,0.00024435585,0.00022254103,0.00022186186,0.00001463826,0.00024897073,0.00008460984,0.008331641],"category_scores_gemma":[0.0000050209655,0.00012272409,0.00008767445,0.0008666161,0.00006922652,0.00010391775,0.000026184014,0.0002459906,0.00002316465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025295877,0.000139786,0.014934428,0.00022374588,0.000049390517,0.000014245306,0.069353886,0.000076761644,0.00002480059,0.061782382,0.001066252,0.85208136],"study_design_scores_gemma":[0.002953833,0.00023269332,0.124193706,0.00030415747,0.00004851665,0.0000065436757,0.26370022,0.00014670276,0.000104325314,0.0003793796,0.6076983,0.00023156794],"about_ca_topic_score_codex":0.009075659,"about_ca_topic_score_gemma":0.037825882,"teacher_disagreement_score":0.8518498,"about_ca_system_score_codex":0.00017988481,"about_ca_system_score_gemma":0.0003122735,"threshold_uncertainty_score":0.997523},"labels":[],"label_agreement":null},{"id":"W7115820251","doi":"","title":"Measuring Moral Injury and Its Impacts in Canadian Armed Forces and Public Safety Personnel","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Armed Forces","keywords":"Moral injury; Mental health; Psychological intervention; Suicide prevention; Occupational safety and health; Poison control; Public health","score_opus":0.061876163295548785,"score_gpt":0.28895224678929055,"score_spread":0.22707608349374175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820251","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4788091,0.001306229,0.0000010478614,0.0001574507,0.00017779268,0.0004191637,0.00011107927,0.000024693165,0.51899344],"genre_scores_gemma":[0.7404337,0.00017822898,0.000012147033,0.00003662774,0.00001848408,0.00000426637,0.00013446902,0.000028442393,0.25915363],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978087,0.00023267727,0.00022767662,0.000609103,0.00023070247,0.00089115323],"domain_scores_gemma":[0.99894756,0.00009961438,0.000104180326,0.00023299706,0.00009522466,0.0005204371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017428769,0.00034163782,0.0004177188,0.001210841,0.00026425076,0.00012861946,0.0003904202,0.0004416614,0.022457339],"category_scores_gemma":[0.00009048224,0.0004082474,0.000060080292,0.00071900693,0.000054973727,0.0002807834,0.000092642316,0.0005633582,0.000024714353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018372019,0.0002055832,0.19656965,0.0020681573,0.0008675944,0.0008549004,0.039273415,0.000004575471,0.0000930871,0.022002961,0.0007247116,0.7354982],"study_design_scores_gemma":[0.006819479,0.00031203646,0.64363545,0.001957332,0.0002714022,0.000026171705,0.26541635,0.00047232717,0.00009519791,0.00035001428,0.07885291,0.0017913006],"about_ca_topic_score_codex":0.23539934,"about_ca_topic_score_gemma":0.8905678,"teacher_disagreement_score":0.7337069,"about_ca_system_score_codex":0.00044841508,"about_ca_system_score_gemma":0.00058287976,"threshold_uncertainty_score":0.9998369},"labels":[],"label_agreement":null},{"id":"W7115820256","doi":"","title":"AUTONOMOUS UNMANNED AERIAL VEHICLES (UAVs): SYSTEM DESIGN & OPTIMIZATION","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Greenhouse gas; Systems design; Drone; System integration; Range (aeronautics); Efficient energy use; Energy (signal processing)","score_opus":0.00788025871680754,"score_gpt":0.17529794466583595,"score_spread":0.16741768594902842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010739162,0.00033130005,0.3398817,0.000014963791,0.0017025925,0.0012668176,0.00011016128,0.0017492728,0.6538693],"genre_scores_gemma":[0.055047926,0.00046066137,0.056229357,0.000031741063,0.0005633074,0.00010768472,0.0075847567,0.0005719932,0.8794026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986823,0.00009459978,0.0002818498,0.00041159656,0.00023049868,0.00029911596],"domain_scores_gemma":[0.9993128,0.00003474124,0.00015139022,0.0003175705,0.000084705796,0.00009879071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008060766,0.00037042142,0.00032986133,0.00029642906,0.0003209027,0.00010304465,0.00041968902,0.00031915682,0.04237608],"category_scores_gemma":[0.0000028406428,0.0004930919,0.000117973694,0.00062768965,0.000017751106,0.00024822197,0.000048159058,0.0002992701,0.000080881946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109604574,0.000024108822,0.0000051431934,0.00022365965,0.00009938049,0.000020944528,0.0003663734,0.9646209,0.000106355554,0.00115807,0.0010608145,0.03220465],"study_design_scores_gemma":[0.0009483138,0.00007597289,0.000037572492,0.00009090736,0.0002961247,0.000006124312,0.004845797,0.78240013,0.00049889175,0.000010756886,0.21001452,0.0007749015],"about_ca_topic_score_codex":0.000054887372,"about_ca_topic_score_gemma":0.00006636192,"teacher_disagreement_score":0.28365234,"about_ca_system_score_codex":0.0007813016,"about_ca_system_score_gemma":0.000095705815,"threshold_uncertainty_score":0.99975204},"labels":[],"label_agreement":null},{"id":"W7115820268","doi":"","title":"Implant outcomes with Antiresorptives","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Osteonecrosis of the jaw; Implant; Implant failure; Dental implant; Osteoporosis; Bisphosphonate-associated osteonecrosis of the jaw","score_opus":0.01848261546558801,"score_gpt":0.25637030676318695,"score_spread":0.23788769129759893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33114555,0.00010873045,0.000004681761,0.00025889563,0.0005032672,0.0008335302,0.00008697986,0.00034624382,0.6667121],"genre_scores_gemma":[0.03333211,0.000095255506,0.00019274301,0.00012420429,0.000025551284,0.000002473359,0.00095137785,0.00007434359,0.9652019],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871355,0.00003132994,0.00015681866,0.0004344414,0.00028124737,0.00038262998],"domain_scores_gemma":[0.9992179,0.000044719327,0.00014804746,0.00025403115,0.00008132193,0.00025397996],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000026298529,0.00034360788,0.00056204776,0.00026222327,0.0001262106,0.000018430006,0.00011142268,0.00025246528,0.011228586],"category_scores_gemma":[0.0000065965687,0.00027315394,0.00013973573,0.0004344422,0.00003408842,0.00007741439,0.000025040468,0.00029846473,0.00043088658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0078122085,0.00057101506,0.35983977,0.001916866,0.0025450422,0.01415875,0.0022325786,0.0000031494792,0.000077587356,0.00056598213,0.0061282297,0.6041488],"study_design_scores_gemma":[0.007442606,0.0011602538,0.6611836,0.0010911404,0.0014268688,0.0000963771,0.0081346,0.000010739977,0.0002207348,0.000022920107,0.3186138,0.00059639115],"about_ca_topic_score_codex":0.0007735416,"about_ca_topic_score_gemma":0.003884143,"teacher_disagreement_score":0.60355246,"about_ca_system_score_codex":0.00014753222,"about_ca_system_score_gemma":0.00027679652,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W7115820372","doi":"","title":"Full-stack public relations: Future-proofing communication management within the experience management operating system","year":2022,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Stakeholder; Stakeholder management; Customer relationship management; Digital transformation; Identity management; Organizational communication; Meaning (existential); Reputation","score_opus":0.019743128432899285,"score_gpt":0.2585814770045633,"score_spread":0.23883834857166403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072878916,0.0019027566,0.0019076774,0.0027723177,0.0016226415,0.0030677444,0.000020644096,0.00029694414,0.98112136],"genre_scores_gemma":[0.4413737,0.0023962366,0.004034916,0.00012525984,0.00016637871,0.0002298105,0.0007986428,0.00008141076,0.55079365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99160874,0.003534436,0.0012321579,0.001151665,0.0016629967,0.00080998446],"domain_scores_gemma":[0.9946953,0.00028514065,0.0017496423,0.0025516856,0.00046041413,0.00025783802],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022745533,0.00070380926,0.00054525485,0.00067325705,0.013771399,0.0016469501,0.0053732335,0.00044430702,0.046145774],"category_scores_gemma":[0.00003571271,0.0007248881,0.00037974946,0.0048475508,0.00044142746,0.0022400112,0.0019262282,0.0014799541,0.00020502979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093202696,0.0002072345,0.00048557695,0.00027973056,0.00060149515,0.000027366556,0.088418,0.0020979384,0.0000049551095,0.77771217,0.0010824002,0.12898993],"study_design_scores_gemma":[0.00048403692,0.000039245646,0.0005021846,0.00025686546,0.0002941901,0.0000030392937,0.55591524,0.004486265,0.000001518538,0.00011128692,0.43744478,0.00046132237],"about_ca_topic_score_codex":0.00091995473,"about_ca_topic_score_gemma":0.002937632,"teacher_disagreement_score":0.7776009,"about_ca_system_score_codex":0.0025119903,"about_ca_system_score_gemma":0.00029177647,"threshold_uncertainty_score":0.99952024},"labels":[],"label_agreement":null},{"id":"W7115820414","doi":"","title":"Canadian Health Insurance","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health insurance; Income protection insurance; General insurance; Insurance policy; Government (linguistics); Casualty insurance","score_opus":0.02658028212464711,"score_gpt":0.22355368140260307,"score_spread":0.19697339927795596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012980853,0.0015628455,0.00004787938,0.0045433696,0.0007622206,0.0003686736,0.00066742353,0.000057944562,0.99069154],"genre_scores_gemma":[0.060291786,0.0009819432,0.00027256997,0.002105917,0.00020254173,0.0000020534128,0.00044999714,0.000048638285,0.93564457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832296,0.00003090389,0.000416382,0.00055156706,0.00004576025,0.00063241477],"domain_scores_gemma":[0.9987839,0.000010685125,0.00039684153,0.00032482552,0.000030178799,0.00045359365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017067872,0.00026926908,0.0005009003,0.0006530903,0.0002482993,0.000058962367,0.0004324503,0.00027143012,0.06354249],"category_scores_gemma":[0.000010903798,0.00039979522,0.0001391449,0.00046685647,0.00001604779,0.00019943557,0.00003108432,0.0003433101,0.0018715388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003832719,0.000047631765,0.004350917,0.00040301692,0.00012777738,0.00005167392,0.0017682266,0.00003600907,1.7001337e-7,0.41806635,0.017660648,0.5574493],"study_design_scores_gemma":[0.00031317738,0.000039512797,0.015547222,0.000073997704,0.0000036057063,7.399061e-7,0.00075801316,0.000021564068,0.0000012599361,0.000717914,0.98217857,0.0003444142],"about_ca_topic_score_codex":0.53759676,"about_ca_topic_score_gemma":0.89991134,"teacher_disagreement_score":0.96451795,"about_ca_system_score_codex":0.0015309646,"about_ca_system_score_gemma":0.00041093514,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W7115820436","doi":"","title":"Development of PPLN Based Mid-Wave Infrared Transmitter and Receiver for SatCom","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transmitter; Infrared; Optical communication; Sum-frequency generation; Laser; Lithium niobate; Bandwidth (computing); Mercury cadmium telluride; Free-space optical communication; Transmission (telecommunications)","score_opus":0.018064436664953033,"score_gpt":0.22480653640595868,"score_spread":0.20674209974100566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820436","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23926865,0.000055721805,0.014383775,0.00003192616,0.00034832596,0.0009933598,0.0006448168,0.000029386852,0.74424404],"genre_scores_gemma":[0.044049133,0.000006895152,0.03669932,0.00006804105,0.000103252896,0.000009923808,0.0024460836,0.000049783113,0.91656756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999188,0.000025517764,0.00020478491,0.00029768472,0.000104637125,0.00017938582],"domain_scores_gemma":[0.99941427,0.00008254218,0.00017466846,0.00013575752,0.00013388736,0.000058875507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041235184,0.00024474823,0.0003296303,0.00013584433,0.00010574709,0.000019998313,0.00013328111,0.00014048207,0.009341083],"category_scores_gemma":[0.0000018458488,0.00027159834,0.00013737872,0.00016558538,0.00002335545,0.00009357928,0.000022784989,0.00016307499,0.0000026010948],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019128653,0.00037325296,0.0020072083,0.001177809,0.0011057807,0.000012335758,0.0040945704,0.000008399102,0.0077754045,0.0009580979,0.0011309201,0.9794434],"study_design_scores_gemma":[0.0023782132,0.000054037646,0.000951705,0.0003399941,0.00032617268,7.5696626e-8,0.004500163,0.00026248934,0.10681446,0.00023685595,0.883693,0.00044284764],"about_ca_topic_score_codex":0.000032485426,"about_ca_topic_score_gemma":0.000120222474,"teacher_disagreement_score":0.9790005,"about_ca_system_score_codex":0.000045024313,"about_ca_system_score_gemma":0.00031655878,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W7115820457","doi":"","title":"Hatching Spread in a Cooperative Breeding Bird, the Pūkeko (Porphyrio melanotus melanotus)","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hatching; Incubation; Offspring; Avian clutch size; Hatchling; Larva; Reproduction","score_opus":0.011392791276417477,"score_gpt":0.21136762362489359,"score_spread":0.1999748323484761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41459373,0.00006994552,0.0000885906,0.00021409227,0.0006451949,0.0006355119,0.000024663073,0.00009819536,0.5836301],"genre_scores_gemma":[0.3234277,0.00003403411,0.0001063734,0.0001710865,0.000035981193,0.000006269881,0.00006720009,0.000033432356,0.6761179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981681,0.00019723871,0.0002594578,0.0006515363,0.00026017526,0.0004634865],"domain_scores_gemma":[0.9992774,0.00013155377,0.00019576991,0.00029341245,0.000019565496,0.000082295854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016327317,0.000393571,0.00038263065,0.00014990427,0.00035561254,0.000062105944,0.00079705584,0.0004644484,0.092291266],"category_scores_gemma":[0.000024191804,0.00034598127,0.00013924489,0.0008427434,0.00014868025,0.00035485098,0.00029479462,0.0008341871,0.00063045725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006905962,0.00032757453,0.6601667,0.00009298104,0.00017300011,0.00095543405,0.011491315,0.0015460412,0.0018732559,0.00070209784,0.0029814518,0.31899956],"study_design_scores_gemma":[0.00270922,0.00031340902,0.6669745,0.00063041446,0.00061000686,0.000019241716,0.031697758,0.00029705427,0.0015613612,0.00020991013,0.29343495,0.0015421836],"about_ca_topic_score_codex":0.0015655132,"about_ca_topic_score_gemma":0.1065078,"teacher_disagreement_score":0.31745738,"about_ca_system_score_codex":0.000559399,"about_ca_system_score_gemma":0.00009036542,"threshold_uncertainty_score":0.9998992},"labels":[],"label_agreement":null},{"id":"W7115820485","doi":"","title":"PSYCHOMETRICS OF MEASURES IN AMYOTROPHIC LATERAL SCLEROSIS","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychometrics; Convergent validity; Quality of life (healthcare); Amyotrophic lateral sclerosis; Item response theory; Psychological intervention; Rasch model; Discriminant validity; Psychometric testing","score_opus":0.04707550122253133,"score_gpt":0.26048854092980245,"score_spread":0.2134130397072711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63235104,0.0006043987,0.0000391994,0.0010148359,0.00036882627,0.0010009583,0.000046069723,0.00009983185,0.36447486],"genre_scores_gemma":[0.7409161,0.0013019202,0.0004923468,0.00022049285,0.000082494786,0.0000029001512,0.00026399505,0.00009505979,0.25662473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972763,0.0001498279,0.00047180394,0.00067671743,0.00093254633,0.0004928246],"domain_scores_gemma":[0.99871266,0.00005365047,0.0002592286,0.0003796476,0.00028128005,0.00031353862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012209332,0.0004042381,0.0009193563,0.0011024425,0.00005469778,0.00003200756,0.00047117475,0.00048070753,0.030102959],"category_scores_gemma":[0.000089149646,0.0004130395,0.000312677,0.0031517653,0.00009346467,0.00016692108,0.00010563691,0.0009670181,0.00009961938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013163009,0.0011163253,0.13237174,0.0032381178,0.0010868228,0.0014162672,0.0031535947,0.00007275284,0.09206586,0.00065804017,0.0054531596,0.7462043],"study_design_scores_gemma":[0.007065006,0.001080708,0.7907792,0.0025442955,0.00038028118,0.000008060938,0.0012222549,0.00025813433,0.002392791,0.00005861447,0.19340475,0.00080592156],"about_ca_topic_score_codex":0.0004937164,"about_ca_topic_score_gemma":0.0005246315,"teacher_disagreement_score":0.7453984,"about_ca_system_score_codex":0.0003945766,"about_ca_system_score_gemma":0.00026310206,"threshold_uncertainty_score":0.99983215},"labels":[],"label_agreement":null},{"id":"W7115820540","doi":"","title":"Domestic Dining Performances","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Etiquette; Pleasure; Relation (database); Duration (music)","score_opus":0.016449311151387144,"score_gpt":0.1960557590567287,"score_spread":0.17960644790534155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002973113,0.0004898047,0.000002730504,0.000030132958,0.0023646923,0.00013360486,0.000015320653,0.0000927471,0.99389786],"genre_scores_gemma":[0.06375172,0.00006896695,0.0000149671005,0.000039462207,0.00043532436,9.2291094e-7,0.00013093125,0.000023887622,0.9355338],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991163,0.000021758806,0.00013557827,0.00029226713,0.00019063787,0.0002434589],"domain_scores_gemma":[0.9995598,0.000026782902,0.00012901657,0.00012493208,0.000104779094,0.00005465075],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000025383984,0.00026648087,0.00032301195,0.00010363432,0.0005579629,0.00009427351,0.00025697573,0.000105742634,0.22473952],"category_scores_gemma":[0.0000052693867,0.00023447718,0.00015158928,0.000076885444,0.00008013557,0.00025027426,0.000042157855,0.0002635626,0.0013733337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003836736,0.0001351092,0.0004575108,0.0010783537,0.00059865485,0.0001354101,0.26895508,0.00001615463,0.000031349147,0.2082187,0.042935,0.477055],"study_design_scores_gemma":[0.00022540851,0.00007525274,0.00005574345,0.0001259091,0.00013259643,5.0768796e-7,0.05782361,0.00001163132,0.0000042834126,0.000049779992,0.9411852,0.0003101036],"about_ca_topic_score_codex":0.00008613517,"about_ca_topic_score_gemma":0.0033400152,"teacher_disagreement_score":0.89825016,"about_ca_system_score_codex":0.00010136296,"about_ca_system_score_gemma":0.00003962287,"threshold_uncertainty_score":0.9994042},"labels":[],"label_agreement":null},{"id":"W7115820556","doi":"","title":"An Ethnographer’s Exploration of Homeless Shelters’ Performance Measurements","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Data collection; Performance measurement; Work (physics); Set (abstract data type); Process (computing); Service (business); Quality (philosophy); Focus group","score_opus":0.0729311954359409,"score_gpt":0.3187066765026834,"score_spread":0.24577548106674252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044462357,0.000045486657,0.00016411065,0.00030839402,0.0061124978,0.00033260733,0.000010083404,0.00008354176,0.9484809],"genre_scores_gemma":[0.3682585,0.00030674125,0.0001906193,0.000034950095,0.000936063,0.0000034338887,0.0001133706,0.00003208259,0.6301242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998046,0.0005163893,0.00020564608,0.00031744174,0.0006447025,0.0002698127],"domain_scores_gemma":[0.99857056,0.000111878064,0.0004536945,0.00022253302,0.00049077056,0.00015059009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004548762,0.00019129972,0.00025715271,0.0002078675,0.0007396007,0.000071594935,0.0005251142,0.0003390091,0.0534463],"category_scores_gemma":[0.00006888268,0.00021026324,0.00010498299,0.0010393154,0.00012993124,0.0018962256,0.00001377011,0.00021218581,0.00010546355],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004008541,0.00019554213,0.005656414,0.00012572021,0.0001227284,0.0000023275456,0.06524552,0.000004310201,0.00051124714,0.0025331432,0.0021146468,0.92308754],"study_design_scores_gemma":[0.0005334833,0.00008909781,0.0038923668,0.00016654874,0.00014181217,4.4475897e-8,0.16440225,0.0000018264957,0.0009140537,0.00014212859,0.82932913,0.0003872323],"about_ca_topic_score_codex":0.0005454362,"about_ca_topic_score_gemma":0.0060562794,"teacher_disagreement_score":0.92270035,"about_ca_system_score_codex":0.00020440383,"about_ca_system_score_gemma":0.0004573038,"threshold_uncertainty_score":0.947419},"labels":[],"label_agreement":null},{"id":"W7115820578","doi":"","title":"Issue Brief: Developing a ‘Rapid-response’ Program for Health System Decision-makers in Canada","year":2014,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Developing country; Stakeholder; Healthcare system; Public health; Program evaluation","score_opus":0.011829592556604943,"score_gpt":0.2341785197356166,"score_spread":0.22234892717901167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820578","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018664474,0.0029911601,0.042842396,0.0029966347,0.007310912,0.03307139,0.0043077464,0.0016755728,0.90293777],"genre_scores_gemma":[0.006772675,0.0001264151,0.03946233,0.0011993129,0.00054381805,0.00009266017,0.00018639797,0.0026729547,0.94894344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98465705,0.0032629783,0.002260628,0.0037450986,0.001882591,0.0041916845],"domain_scores_gemma":[0.9904075,0.0023057,0.0029403158,0.002017019,0.0005715543,0.0017579094],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002421939,0.002697627,0.0039613126,0.0026591741,0.0008686571,0.00040597547,0.0032186864,0.0012556171,0.1349921],"category_scores_gemma":[0.00039310695,0.0034095447,0.0007078924,0.00551407,0.00040985583,0.00046945526,0.0010424674,0.0013367939,0.0023818116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.01209954,0.00022597118,0.0011750653,0.00439647,0.00084568985,0.0010047563,0.0006267225,0.0006915353,0.000008069981,0.0007237765,0.13867639,0.839526],"study_design_scores_gemma":[0.010973394,0.0009119442,0.0012395314,0.014374859,0.00026966468,0.00007470003,0.011542798,0.0038779946,0.0000095753385,0.000006611198,0.95368487,0.0030340855],"about_ca_topic_score_codex":0.7780262,"about_ca_topic_score_gemma":0.9891393,"teacher_disagreement_score":0.83649194,"about_ca_system_score_codex":0.05332478,"about_ca_system_score_gemma":0.04057509,"threshold_uncertainty_score":0.99857575},"labels":[],"label_agreement":null},{"id":"W7115820583","doi":"","title":"Development of Models for Assessing First Incident Fragility Fracture Risk in Postmenopausal Women: Data from the CLSA","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada; McMaster University","keywords":"Fragility; Logistic regression; Hip fracture; Grip strength; Cohort; Fragility fracture; Cohort study; Osteoporosis","score_opus":0.045970765118732514,"score_gpt":0.3136208484548729,"score_spread":0.26765008333614043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9213807,0.0015059336,0.0028155814,0.00082019484,0.00045590173,0.0034856354,0.0015262505,0.000056677767,0.06795314],"genre_scores_gemma":[0.72296786,0.0009406571,0.021165445,0.001268201,0.0002853624,0.00006594401,0.023835469,0.00013608299,0.22933495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760044,0.00015379825,0.00053556496,0.00070689444,0.00051735836,0.0004859568],"domain_scores_gemma":[0.9977594,0.00053213665,0.0003861958,0.00087498134,0.0002628181,0.00018447317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006127531,0.0003073514,0.00065179094,0.00020294919,0.00031643227,0.000046585646,0.0007667623,0.00047610822,0.005090252],"category_scores_gemma":[0.00018247304,0.00025918448,0.00006954764,0.00050680875,0.000043990804,0.00029360436,0.00032316663,0.0009468912,0.0000047541025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01352532,0.0013823174,0.05523117,0.0068840333,0.0010235257,0.00014573775,0.033129044,0.00045559992,0.00029087436,0.000112227724,0.005206729,0.8826134],"study_design_scores_gemma":[0.006205481,0.00024137805,0.23104791,0.0027397736,0.00045111094,0.0000014198972,0.05215812,0.0058004074,0.0003312349,0.00037860606,0.7000792,0.0005653259],"about_ca_topic_score_codex":0.0023112914,"about_ca_topic_score_gemma":0.0323614,"teacher_disagreement_score":0.8820481,"about_ca_system_score_codex":0.00077894196,"about_ca_system_score_gemma":0.0024343275,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W7115820598","doi":"","title":"Natural Abundance ^13 C Kies on Glucoside Hydrolysis by NMR","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Kinetic isotope effect; Hydrolysis; Enzymatic hydrolysis; Substrate (aquarium); Abundance (ecology); Enzyme; Glucoside; Nuclear magnetic resonance spectroscopy","score_opus":0.005400935947329951,"score_gpt":0.21233667310657406,"score_spread":0.2069357371592441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36993667,0.0038689014,0.00008115178,0.00013056165,0.00035432883,0.00038560573,0.000104255225,0.000039951778,0.6250986],"genre_scores_gemma":[0.12657548,0.00045923115,0.00008902281,0.00031326295,0.00008179015,0.0000034879272,0.0023344615,0.00006079283,0.8700825],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809575,0.00011524666,0.00017007456,0.0008146333,0.0003349923,0.00046931638],"domain_scores_gemma":[0.9991412,0.0000119290125,0.00012470143,0.00043379253,0.00011604865,0.00017231081],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005500088,0.00042222632,0.00029998895,0.00009660332,0.00015425573,0.000058783255,0.0005476608,0.0005900443,0.0054871673],"category_scores_gemma":[0.000033929187,0.00044505965,0.0002881073,0.00028339375,0.00009558746,0.0000071818426,0.00010340671,0.0004846907,0.00008801794],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097573624,0.00015704967,0.0000839957,0.0001427216,0.00036073834,0.00007334091,0.000040777908,0.000014333066,0.899236,0.00013029772,0.037933864,0.060851127],"study_design_scores_gemma":[0.00052962033,0.00015259703,0.000045229688,0.000051259758,0.000055703316,0.0000032131936,0.00021113238,0.000008467419,0.40916836,0.000013432161,0.58937466,0.00038633036],"about_ca_topic_score_codex":0.0000732306,"about_ca_topic_score_gemma":0.0003376289,"teacher_disagreement_score":0.5514408,"about_ca_system_score_codex":0.00006985898,"about_ca_system_score_gemma":0.000101125435,"threshold_uncertainty_score":0.99980015},"labels":[],"label_agreement":null},{"id":"W7115820666","doi":"","title":"Immigrants & Secondary Cardiac Prevention Therapy Adherence","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Randomized controlled trial; Ethnic group; Secondary prevention; Medical prescription; Psychological intervention; Immigration; Statin","score_opus":0.019201390810700655,"score_gpt":0.2835825704853981,"score_spread":0.26438117967469743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22564149,0.0013733199,0.000010950205,0.00004852733,0.0019887197,0.0013780473,0.00009144246,0.00011103361,0.7693565],"genre_scores_gemma":[0.03287323,0.002504484,0.00034117542,0.0003577157,0.0005820676,0.000007301371,0.00169592,0.000072962546,0.96156514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997991,0.00014586693,0.0003212132,0.0006150303,0.0003960795,0.0005307903],"domain_scores_gemma":[0.9986562,0.000026338594,0.00025869647,0.00039436968,0.0001885658,0.00047578654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016886198,0.00038741573,0.00072489155,0.00022884934,0.00020771653,0.000022368977,0.00016764658,0.000493306,0.07396194],"category_scores_gemma":[0.000007764345,0.00041072987,0.00048110305,0.00043767385,0.000052867912,0.00015927537,0.000032541946,0.00058030506,0.00044008408],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028698663,0.00014300027,0.0017692805,0.0010394126,0.0001503037,0.00007768264,0.0008541689,3.9525414e-8,0.00038488896,0.000030586878,0.008489391,0.98419136],"study_design_scores_gemma":[0.00324073,0.0014973776,0.034166954,0.0009524812,0.000271922,0.000015776293,0.0055489275,0.0000023438856,0.0016701056,0.000038132945,0.95219386,0.00040142145],"about_ca_topic_score_codex":0.0008549184,"about_ca_topic_score_gemma":0.0010315381,"teacher_disagreement_score":0.98379,"about_ca_system_score_codex":0.00040204395,"about_ca_system_score_gemma":0.0012339482,"threshold_uncertainty_score":0.9998345},"labels":[],"label_agreement":null},{"id":"W7115820680","doi":"","title":"DEVELOPING INTEGRATED MEMBRANE PROCESSES FOR INDUSTRIAL WASTEWATERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; McMaster University","keywords":"Industrial wastewater treatment; Membrane technology; Wastewater; Membrane fouling; Membrane; Desalination; Fouling; Sewage treatment","score_opus":0.029975166106587663,"score_gpt":0.2332700971159047,"score_spread":0.20329493100931706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820680","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12107055,0.00017570643,0.0016474979,0.0008596041,0.0025435216,0.0027302557,0.0001874094,0.0014951364,0.8692903],"genre_scores_gemma":[0.010410961,0.0000717404,0.0026909185,0.00004812466,0.000070900955,0.000017873517,0.00083627965,0.00007737617,0.9857758],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983552,0.000037200014,0.00027001006,0.00071198185,0.00024740896,0.00037817366],"domain_scores_gemma":[0.99940395,0.000071578936,0.00018238489,0.00022421424,0.00004630736,0.00007154872],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009415183,0.00040715726,0.00034922018,0.00021286868,0.00017469017,0.00012638836,0.00068255235,0.00060399366,0.04284958],"category_scores_gemma":[0.00009801313,0.000399977,0.000110786445,0.0012352864,0.000103052385,0.00035059513,0.00016195988,0.00040201424,0.00047831758],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017213833,0.00011672769,0.00073116925,0.0034762851,0.0005495955,0.00015999569,0.0043518036,0.0012169456,0.017735971,0.003748929,0.035000242,0.93119097],"study_design_scores_gemma":[0.00068826915,0.00009330834,0.000026223488,0.000404151,0.00017069618,0.0000031580312,0.008332679,0.00010827298,0.07312402,0.00047020632,0.9159543,0.0006247154],"about_ca_topic_score_codex":0.00016720855,"about_ca_topic_score_gemma":0.0028718638,"teacher_disagreement_score":0.93056625,"about_ca_system_score_codex":0.00058128446,"about_ca_system_score_gemma":0.00022736342,"threshold_uncertainty_score":0.9998452},"labels":[],"label_agreement":null},{"id":"W7115820689","doi":"","title":"DIRECTLY COMPARING AN EFFECTIVE EDNA PROTOCOL TO TRADITIONAL SURVEY METHODS FOR DETECTING OCCUPANCY OF BLANDING’S TURTLES (Emydoidea blandingii)","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Endangered species; Environmental DNA; Turtle (robot); Sampling (signal processing); Population; Protocol (science); Survey methodology","score_opus":0.045675332996830104,"score_gpt":0.29987560315106326,"score_spread":0.2542002701542332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820689","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4403454,0.000032850076,0.015758146,0.000019514697,0.0011216245,0.0922987,0.0013302735,0.00026082864,0.44883266],"genre_scores_gemma":[0.18423545,0.000018742516,0.28103504,0.00016406052,0.0002782685,0.009512836,0.0031128796,0.00025596778,0.52138674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976656,0.00044927117,0.00031370507,0.00084844825,0.0003070625,0.00041594298],"domain_scores_gemma":[0.9985759,0.00062414294,0.0003430623,0.00026570348,0.000033778444,0.00015739487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051073445,0.00045902396,0.0006467016,0.00022514265,0.00047364994,0.0000429409,0.000624333,0.000252382,0.0064389943],"category_scores_gemma":[0.00012906268,0.0005179865,0.0002110098,0.00060049444,0.00011968091,0.00028132327,0.00033592273,0.00025636642,0.00002972848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025069502,0.00034333812,0.5472741,0.0006411926,0.00041610436,0.000009744255,0.0021680433,0.00064028334,0.007860331,0.00004839676,0.0008875497,0.43720397],"study_design_scores_gemma":[0.0019245001,0.00062744494,0.9415144,0.00039639874,0.0002870275,0.0000012116658,0.0023981363,0.0004455403,0.0218632,0.00009817572,0.029610094,0.0008338706],"about_ca_topic_score_codex":0.0013201736,"about_ca_topic_score_gemma":0.0055237333,"teacher_disagreement_score":0.4363701,"about_ca_system_score_codex":0.00085453683,"about_ca_system_score_gemma":0.000016399132,"threshold_uncertainty_score":0.9997272},"labels":[],"label_agreement":null},{"id":"W7115820692","doi":"","title":"1918-1919 Influenza Pandemic at Norway House and Fisher River, Manitoba","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Distribution (mathematics); Aggregate data; Exact test; Influenza pandemic; Bay","score_opus":0.014119194197975868,"score_gpt":0.20737050492426046,"score_spread":0.1932513107262846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17111336,0.0005782277,0.0000029454454,0.000048783382,0.000796905,0.00028894737,0.000055976925,0.00015012667,0.82696474],"genre_scores_gemma":[0.005404674,0.0012348056,0.000040409694,0.00021348054,0.00019463385,0.0000011604012,0.000046815774,0.000051169933,0.9928129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984532,0.00011552834,0.00016577201,0.00048319262,0.0003610693,0.00042125603],"domain_scores_gemma":[0.99915457,0.000041220108,0.00019077999,0.00019927729,0.000090657835,0.00032347266],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000094920775,0.0002469158,0.00029902838,0.0007779623,0.001443175,0.00027116438,0.000415437,0.000549563,0.059938513],"category_scores_gemma":[0.000022095262,0.00037456112,0.00014377819,0.00047063356,0.0005292989,0.00043097255,0.000079890066,0.00036135913,0.00061288796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009821447,0.00022064036,0.05210688,0.00094962755,0.0006095817,0.0013621469,0.17437224,0.000054486158,0.00017545346,0.015415505,0.063299954,0.6904513],"study_design_scores_gemma":[0.0006699315,0.000024454997,0.010959018,0.00010954087,0.00015000312,0.0000018750424,0.014179794,4.1781104e-7,0.0000025486645,0.00014666888,0.973347,0.0004087471],"about_ca_topic_score_codex":0.4850472,"about_ca_topic_score_gemma":0.99315464,"teacher_disagreement_score":0.91004705,"about_ca_system_score_codex":0.003949258,"about_ca_system_score_gemma":0.0010743872,"threshold_uncertainty_score":0.9998744},"labels":[],"label_agreement":null},{"id":"W7115820715","doi":"","title":"GENETIC CONTRIBUTION TO CANNABIS USE AND OPIOID TREATMENT","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Opioid use disorder; Methadone; Methadone maintenance; Opioid; Genetic association; Genome-wide association study; Single-nucleotide polymorphism","score_opus":0.013143513879848178,"score_gpt":0.2487595135436544,"score_spread":0.2356159996638062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820715","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9136783,0.0009768631,0.00003341428,0.0019393776,0.0005087241,0.0025925508,0.00036876232,0.000110591114,0.07979142],"genre_scores_gemma":[0.0211214,0.00031740734,0.00008039088,0.00017443785,0.00009667503,0.000026457268,0.00071754225,0.0000513419,0.97741437],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983237,0.000084979816,0.0001801424,0.0005950405,0.00039614202,0.0004200275],"domain_scores_gemma":[0.99891055,0.000008487652,0.00008403498,0.0003131612,0.00023634278,0.0004474483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004754679,0.00032745025,0.00045862867,0.00037510126,0.00024928237,0.000088104476,0.00013126842,0.00020006066,0.07632496],"category_scores_gemma":[0.000033675005,0.0003370551,0.00016517405,0.0005322153,0.000038852268,0.00009401999,0.000099423334,0.00028993795,0.000030119463],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069090235,0.0006280204,0.019529903,0.0006707891,0.0008488046,0.0029494036,0.0034611216,0.000058894082,0.0046366192,0.0008234966,0.09089208,0.86859185],"study_design_scores_gemma":[0.0018271675,0.0011613171,0.089903034,0.00006594648,0.00033561513,0.000031084463,0.0020455348,0.00002323283,0.00040463236,0.000006015478,0.9039187,0.0002777289],"about_ca_topic_score_codex":0.002413582,"about_ca_topic_score_gemma":0.0052342806,"teacher_disagreement_score":0.89762294,"about_ca_system_score_codex":0.001165728,"about_ca_system_score_gemma":0.00047717913,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W7115820736","doi":"","title":"INTRAVENOUS ACETAMINOPHEN FOR POSTOPERATIVE PAIN IN NEONATES","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Postoperative pain; Acetaminophen; Context (archaeology); Randomized controlled trial; Adverse effect; Neonatal intensive care unit; Opioid; Intensive care","score_opus":0.013749126290387659,"score_gpt":0.23862044018928724,"score_spread":0.22487131389889958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820736","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074332304,0.000494241,0.0030265364,0.00095215533,0.00064413383,0.0067047263,0.000116714786,0.0013779498,0.91235125],"genre_scores_gemma":[0.013086081,0.0002502892,0.0030480379,0.0002845085,0.00013100784,0.00003068583,0.001493573,0.000108860666,0.98156697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983675,0.00014728596,0.00026645753,0.0005669499,0.00023562016,0.00041622022],"domain_scores_gemma":[0.9991091,0.00022588436,0.00015905533,0.0002657512,0.00013879524,0.00010143825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040446277,0.00035523195,0.0005591071,0.00073068077,0.000079083875,0.00003072358,0.0002980936,0.00039965956,0.004838988],"category_scores_gemma":[0.00016745212,0.0004085389,0.00017957107,0.00085095124,0.00003293978,0.00011611924,0.00006744641,0.0003862301,0.000054068347],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014150572,0.00019712359,0.0037202796,0.0013008984,0.000302073,0.0009730023,0.0022542595,0.000012797843,0.00046824545,0.00067970617,0.015276586,0.9734],"study_design_scores_gemma":[0.00804488,0.0029943413,0.039193388,0.0020293205,0.0014183802,0.000008323449,0.040136836,0.001550191,0.0008699061,0.0018146575,0.9000471,0.0018926688],"about_ca_topic_score_codex":0.00024449278,"about_ca_topic_score_gemma":0.0015399372,"teacher_disagreement_score":0.9715073,"about_ca_system_score_codex":0.0004398548,"about_ca_system_score_gemma":0.00017006217,"threshold_uncertainty_score":0.9998366},"labels":[],"label_agreement":null},{"id":"W7115820828","doi":"","title":"Disability-Related Accommodations in Rehabilitation Programs","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Accommodation; Focus group; Context (archaeology); Graduation (instrument); Rehabilitation; Reasonable accommodation; Perspective (graphical); Health care; Ethnography","score_opus":0.028376840655665904,"score_gpt":0.2958425824775285,"score_spread":0.26746574182186256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26830688,0.000014741295,0.0000015547562,0.00296081,0.0013105598,0.0012723838,0.000012416862,0.00036010414,0.7257606],"genre_scores_gemma":[0.17708853,0.000033413824,0.00014393851,0.00002098984,0.000068612266,0.000025061176,0.0009697231,0.00003967732,0.82161003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975931,0.00055706024,0.00038972718,0.0005768789,0.0004503204,0.00043291788],"domain_scores_gemma":[0.9988498,0.00032431143,0.00017640239,0.00033553177,0.00014252147,0.0001713968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005792502,0.00023721882,0.00029673227,0.00023291203,0.00038958245,0.00012945013,0.0004937304,0.00042243898,0.048326455],"category_scores_gemma":[0.00030600576,0.00029949239,0.00018637431,0.002127189,0.00035988915,0.0004099739,0.000047220867,0.00037049464,0.0005111102],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010480625,0.0014276194,0.09827774,0.00021580122,0.00006051864,0.0000062844542,0.11790267,0.00004740896,0.000003577983,0.034020625,0.0017536248,0.74617934],"study_design_scores_gemma":[0.00047324516,0.00006882246,0.096678495,0.0002165516,0.000054370306,6.943064e-8,0.3646002,0.000015486612,0.000001434304,0.0035740954,0.53394365,0.00037357918],"about_ca_topic_score_codex":0.01016758,"about_ca_topic_score_gemma":0.260252,"teacher_disagreement_score":0.74580574,"about_ca_system_score_codex":0.0012462107,"about_ca_system_score_gemma":0.00041430123,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W7115820859","doi":"","title":"Profits Over Privacy: Investigating the Under-Regulated Business Practices of the Global Data Brokerage Industry in Canada","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission; Innovation, Science and Economic Development Canada","keywords":"Monetization; Government (linguistics); Digital economy; Big data; Typology; Personally identifiable information; Data Protection Act 1998; Qualitative property; Power (physics); Information privacy","score_opus":0.04063256940251407,"score_gpt":0.2785087037176808,"score_spread":0.2378761343151667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820859","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53200173,0.00018328357,0.0000016781938,0.013197502,0.0007968197,0.0007008519,0.0012134777,0.000015375976,0.45188925],"genre_scores_gemma":[0.4204894,0.00003588338,0.000017217746,0.0011515128,0.00010294649,0.0000010117014,0.00012231081,0.000012272838,0.5780674],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982137,0.00036553812,0.00022141311,0.0003670375,0.00050467014,0.00032763422],"domain_scores_gemma":[0.99809104,0.0001756659,0.00091959786,0.0005991186,0.00012627663,0.000088273446],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020100095,0.00018879399,0.00022827282,0.00004193201,0.00038859592,0.00007661928,0.0021524213,0.00046199188,0.0018031818],"category_scores_gemma":[0.0006767952,0.00015975365,0.00003688936,0.0024657985,0.00015845614,0.00041369372,0.0003259407,0.0008212481,7.1611663e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003458009,0.0001439025,0.55475926,0.0013916212,0.00065775664,0.00018781936,0.018138712,0.002255777,0.00004566909,0.110785075,0.11917246,0.19211613],"study_design_scores_gemma":[0.00028555907,0.000002384111,0.39043865,0.0006020807,0.00008316289,4.42695e-7,0.012378553,0.000063639,0.000016067885,0.00029749513,0.59563965,0.0001923322],"about_ca_topic_score_codex":0.9968037,"about_ca_topic_score_gemma":0.9998489,"teacher_disagreement_score":0.47646716,"about_ca_system_score_codex":0.0015698752,"about_ca_system_score_gemma":0.017561633,"threshold_uncertainty_score":0.9991093},"labels":[],"label_agreement":null},{"id":"W7115820868","doi":"","title":"Exploring the relationship between frailty, physical activity, and swallowing","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Rehabilitation; Logistic regression; Oropharyngeal dysphagia; Context (archaeology); Activities of daily living; Physical activity","score_opus":0.16992483319736348,"score_gpt":0.3681962980660486,"score_spread":0.1982714648686851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45733416,0.000014996855,0.00015982536,0.00036985625,0.00060778396,0.0006131608,0.0000106515145,0.00008869618,0.54080087],"genre_scores_gemma":[0.43233508,0.000020618929,0.000034857116,0.000033375138,0.00017072633,0.000013605689,0.00007732178,0.00001987072,0.56729454],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99830425,0.00040937282,0.0001731749,0.0004396299,0.00027786818,0.00039573485],"domain_scores_gemma":[0.9979376,0.0013893303,0.00021371785,0.00031056302,0.000060412476,0.0000883568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018896576,0.00029650747,0.00036210357,0.00021172938,0.0012894573,0.000043706437,0.00038213728,0.00019672171,0.0027566291],"category_scores_gemma":[0.00005877342,0.00026576535,0.00012060565,0.0005129453,0.000030887873,0.00050941866,0.00038775188,0.0012357527,0.00008749555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023492682,0.000110000874,0.26632723,0.0021413686,0.0007140966,0.000039186478,0.011344447,0.000009784212,0.000048431557,0.060900114,0.0034199054,0.6547105],"study_design_scores_gemma":[0.0007565852,0.000031367334,0.7282312,0.00074364647,0.00064736995,4.3587768e-8,0.020233309,0.000034936602,0.00001867924,0.0007055761,0.24828099,0.0003162802],"about_ca_topic_score_codex":0.00031315742,"about_ca_topic_score_gemma":0.0011202298,"teacher_disagreement_score":0.6543942,"about_ca_system_score_codex":0.00023799903,"about_ca_system_score_gemma":0.00018206528,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W7115820891","doi":"","title":"Evidence Brief: Organizing a Care System for Older Adults in Ontario","year":2011,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Stakeholder; Older people; Long-term care; MEDLINE","score_opus":0.02451432985103955,"score_gpt":0.19238707499654775,"score_spread":0.1678727451455082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820891","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044617234,0.004182459,0.0009890812,0.000012484195,0.0017605794,0.008247476,0.0004797841,0.00061934517,0.9792471],"genre_scores_gemma":[0.088094175,0.000068307614,0.0021758864,0.000042697513,0.00028032198,0.000020463427,0.00010829983,0.0021361758,0.9070737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99030715,0.00078203075,0.0012633017,0.00402762,0.0010131238,0.0026067616],"domain_scores_gemma":[0.9938139,0.0003226857,0.0018392621,0.0021229514,0.0010362009,0.0008649992],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004182844,0.0025085479,0.002599282,0.0020792685,0.0005087005,0.00033195558,0.0033634107,0.0022457559,0.6275749],"category_scores_gemma":[0.00009193996,0.0032469397,0.0009118429,0.0029472413,0.00044551064,0.0014750395,0.0015681678,0.0019365121,0.009216965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024067236,0.0018498509,0.18812577,0.04407718,0.0037421156,0.009683968,0.26209357,0.00013756013,0.00039878857,0.0041024457,0.022482995,0.43923852],"study_design_scores_gemma":[0.012772635,0.00052779773,0.008242731,0.07558177,0.0015729707,0.00006963918,0.082093686,0.00005912806,0.0002683538,0.0000023930447,0.8154182,0.0033907206],"about_ca_topic_score_codex":0.26617965,"about_ca_topic_score_gemma":0.9036889,"teacher_disagreement_score":0.7929352,"about_ca_system_score_codex":0.019577255,"about_ca_system_score_gemma":0.0032285778,"threshold_uncertainty_score":0.99904954},"labels":[],"label_agreement":null},{"id":"W7115820934","doi":"","title":"Managing maternity leave: The impact of maternity leave on relationship building and strategic management for female public relations practitioners in Canada","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maternity leave; Industrial relations; Maternity care; Public sector; Labor relations; Parental leave; Gender relations","score_opus":0.044476146422072954,"score_gpt":0.2971274314300575,"score_spread":0.2526512850079845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6860033,0.000052065294,0.0003030322,0.00065409555,0.00018756484,0.0010875391,0.00008298535,0.000019923382,0.31160948],"genre_scores_gemma":[0.9258366,0.00027178065,0.00046075354,0.000016437014,0.000042930198,0.000019168157,0.00021726,0.000031733016,0.073103316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967757,0.000857146,0.00064777303,0.0006019407,0.0005567149,0.0005607431],"domain_scores_gemma":[0.9971061,0.0006241587,0.0010832882,0.00061811495,0.00038890954,0.00017945078],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009961863,0.00041489187,0.00042225662,0.00058275205,0.0021842525,0.00028627552,0.00088665105,0.0003054015,0.005337291],"category_scores_gemma":[0.00006517856,0.00040320898,0.0002030022,0.0016121279,0.00032630548,0.0009652272,0.00017941947,0.00061513187,0.000011437156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009194319,0.0005752731,0.5458742,0.00072051963,0.0012657606,0.000036644877,0.01929139,0.0072354535,0.000020368345,0.3908023,0.00066742284,0.032591283],"study_design_scores_gemma":[0.0022030436,0.00030407033,0.47978738,0.0008027494,0.00054583274,0.0000048455036,0.47618714,0.010585695,0.000022246404,0.016772332,0.011716992,0.001067679],"about_ca_topic_score_codex":0.5107515,"about_ca_topic_score_gemma":0.7390343,"teacher_disagreement_score":0.45689574,"about_ca_system_score_codex":0.0025732121,"about_ca_system_score_gemma":0.0015728957,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W7115820970","doi":"","title":"Beverage Intake of Children and Youth with Obesity","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obesity; Population; Logistic regression; Food intake; Public health; Overweight","score_opus":0.008041592401804215,"score_gpt":0.19185122967222207,"score_spread":0.18380963727041785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6389399,0.00037971925,0.00001115971,0.000026419335,0.000057687623,0.00036990372,0.0001843181,0.00001958236,0.36001128],"genre_scores_gemma":[0.53937167,0.00030309428,0.00025454312,0.000055251723,0.00005601213,2.8738214e-7,0.0014658114,0.000029005569,0.45846432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923974,0.000015955227,0.0001111606,0.0002883386,0.00020233836,0.00014244656],"domain_scores_gemma":[0.99951714,0.000014349148,0.00013120411,0.0001420252,0.00011682406,0.00007844171],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002289181,0.00020128224,0.00042077832,0.000092403694,0.00006316432,0.0000078660605,0.000078055346,0.00015344706,0.005711409],"category_scores_gemma":[0.0000033491524,0.00018026542,0.00008089672,0.00017841475,0.000052825988,0.00005877329,0.000046159497,0.00019286505,0.000010014509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011311501,0.0010502515,0.87261504,0.0026078464,0.0027310897,0.00021455607,0.0048990715,0.000007190072,0.00024549206,0.0028785074,0.0019068257,0.09953261],"study_design_scores_gemma":[0.0062635536,0.0011348759,0.95916885,0.001295525,0.0012067953,0.00002444252,0.017565304,0.0000024594874,0.0003977032,0.000026791255,0.01244604,0.0004676868],"about_ca_topic_score_codex":0.00040373302,"about_ca_topic_score_gemma":0.0003926246,"teacher_disagreement_score":0.09956828,"about_ca_system_score_codex":0.000049290258,"about_ca_system_score_gemma":0.000058896247,"threshold_uncertainty_score":0.99519753},"labels":[],"label_agreement":null},{"id":"W7115820987","doi":"","title":"Making them proud: Internal reputation management in the Toronto Transit Commission","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Commission; Service (business); Line management; Public transport; Public service; Perception; Front office; Front line","score_opus":0.035968348369176534,"score_gpt":0.2448575624227114,"score_spread":0.20888921405353486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115820987","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01038454,0.00021619722,0.0017318152,0.00044265602,0.001506302,0.0016203069,0.000005376171,0.00007384513,0.984019],"genre_scores_gemma":[0.506094,0.00021864582,0.00017515404,0.00018691266,0.00051902275,0.00000815643,0.00031914754,0.000057953523,0.49242103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684876,0.00017070604,0.00065303396,0.0009288042,0.00081207266,0.00058659515],"domain_scores_gemma":[0.99749875,0.00004959399,0.0014998219,0.00065134047,0.00027290816,0.000027607899],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007474305,0.0006503452,0.00051357015,0.00028911346,0.0014743027,0.0022299008,0.0017172025,0.00040396958,0.046124294],"category_scores_gemma":[0.000022822629,0.0006092927,0.00034017413,0.000616744,0.00010340017,0.0045644715,0.00026383868,0.0005913265,0.00029156712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014173321,0.00040679346,0.005733793,0.0025624793,0.00034251434,0.0011758067,0.0045401556,0.0009119672,0.00003828953,0.017142052,0.0015195385,0.96420926],"study_design_scores_gemma":[0.0032653436,0.00006028751,0.057628002,0.004077367,0.0013605502,0.000015658372,0.08904997,0.0052215825,0.000014571721,0.0034747648,0.8345733,0.001258599],"about_ca_topic_score_codex":0.0048614824,"about_ca_topic_score_gemma":0.04097517,"teacher_disagreement_score":0.9629507,"about_ca_system_score_codex":0.0005003376,"about_ca_system_score_gemma":0.00006244598,"threshold_uncertainty_score":0.99982566},"labels":[],"label_agreement":null},{"id":"W7115821008","doi":"","title":"Caring Ahead: Preparing for End-of-Life with Dementia","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Operationalization; Psychological intervention; Dementia; Reliability (semiconductor); Exploratory research; Family caregivers; Qualitative research; Anxiety","score_opus":0.05471733441268366,"score_gpt":0.3073729505938415,"score_spread":0.25265561618115784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821008","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0771272,0.0021763775,0.0028059427,0.00006848106,0.00029355683,0.0010782238,0.00008405116,0.00009547606,0.9162707],"genre_scores_gemma":[0.5442356,0.0007110105,0.027080549,0.00017644782,0.00037303707,0.000012528026,0.0019835501,0.00021455961,0.42521274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987465,0.000027420272,0.00029079377,0.0004098364,0.00028132385,0.0002441231],"domain_scores_gemma":[0.9988884,0.000088591594,0.0003717132,0.00021964847,0.0002589269,0.00017276252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004377848,0.000292259,0.00073385896,0.00017155892,0.00005637534,0.00000991704,0.0002011189,0.00020354807,0.0039518755],"category_scores_gemma":[0.000054231456,0.00029255898,0.00022396847,0.00034163886,0.000055912304,0.00010524067,0.000048935148,0.00020483822,0.0000049748273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03265065,0.00066238135,0.36881673,0.036031593,0.015109528,0.00038886347,0.035014156,0.00034447227,0.012473617,0.0075166253,0.0052087046,0.48578268],"study_design_scores_gemma":[0.0052142916,0.0010557658,0.0028542215,0.0055836607,0.00331372,0.0000025165243,0.019715874,0.00019970372,0.02681492,0.000022747055,0.9346753,0.0005472807],"about_ca_topic_score_codex":0.00022521951,"about_ca_topic_score_gemma":0.00085877406,"teacher_disagreement_score":0.9294666,"about_ca_system_score_codex":0.00008510417,"about_ca_system_score_gemma":0.00036428997,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W7115821024","doi":"","title":"NEUTRON DOSIMETRY AT ONTARIO POWER GENERATION","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dosimetry; Equivalent dose; Neutron; Calibration; Radiation protection; Neutron flux; Neutron detection; Radiation monitoring","score_opus":0.01223433088822956,"score_gpt":0.22006748657396186,"score_spread":0.2078331556857323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821024","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39370888,0.00035527186,0.000010125606,0.00007584935,0.00063877733,0.00034433953,0.00001160415,0.0000877523,0.6047674],"genre_scores_gemma":[0.13505638,0.000065202774,0.00022180837,0.0004428666,0.00037079735,0.0000011714181,0.0013471353,0.00005721567,0.8624374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983939,0.000062250634,0.0002731102,0.00057063863,0.0003754182,0.00032468457],"domain_scores_gemma":[0.999023,0.000022529704,0.00024609812,0.0003813133,0.00010214932,0.0002249013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000065332824,0.00039491666,0.00045600394,0.00037066103,0.00021368272,0.000042789834,0.00017578309,0.00060758187,0.38054156],"category_scores_gemma":[0.00000637788,0.0004366276,0.00028387422,0.0004083808,0.000029647053,0.00023860967,0.000033609074,0.00051872514,0.00056152133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014397307,0.0017269382,0.111916125,0.00058025157,0.003188591,0.001226762,0.014906991,0.00040943216,0.111447215,0.004163387,0.105244435,0.63079256],"study_design_scores_gemma":[0.0023809685,0.00027065072,0.07606706,0.00008862422,0.00041695617,0.000018185767,0.0007824534,0.000040330484,0.0072400365,0.0000025488346,0.9122447,0.0004475094],"about_ca_topic_score_codex":0.00091167307,"about_ca_topic_score_gemma":0.046244334,"teacher_disagreement_score":0.8070002,"about_ca_system_score_codex":0.0017132023,"about_ca_system_score_gemma":0.00034450003,"threshold_uncertainty_score":0.99980855},"labels":[],"label_agreement":null},{"id":"W7115821065","doi":"","title":"Psychological benefits of Exercise for Individuals with Sci","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Chronic pain; Randomized controlled trial; Multilevel model; Pain catastrophizing; Comorbidity; Physical activity","score_opus":0.02893869562990917,"score_gpt":0.28364621171689386,"score_spread":0.25470751608698466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821065","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3745721,0.0014014936,0.00014647683,0.00014675838,0.0001927763,0.0024656365,0.00017168839,0.000098949306,0.62080413],"genre_scores_gemma":[0.022170654,0.0004413525,0.0035620527,0.0000046698947,0.000029751696,0.000009772934,0.0009831148,0.00006783558,0.9727308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998277,0.00003166374,0.0002304558,0.00053382124,0.0004983368,0.00042873164],"domain_scores_gemma":[0.9989212,0.000056955734,0.00019505221,0.00035445628,0.0002759427,0.00019637009],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009243455,0.00031025373,0.0006650995,0.00032984998,0.00008910761,0.000018027436,0.00031238422,0.00047190403,0.042396877],"category_scores_gemma":[0.000015254402,0.00026678183,0.00020930383,0.0006600512,0.000113360635,0.00008932747,0.00003835658,0.00035509552,0.000028768329],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015614832,0.0018152646,0.023161897,0.027064532,0.0014762431,0.0005462661,0.0016795238,0.000056123372,0.0004913831,0.0033741172,0.009654263,0.9150655],"study_design_scores_gemma":[0.06611307,0.026164962,0.1779684,0.062488906,0.0078049456,0.0005955018,0.030563718,0.00014958928,0.011693339,0.0007797337,0.6115262,0.004151638],"about_ca_topic_score_codex":0.000027937469,"about_ca_topic_score_gemma":0.000021142585,"teacher_disagreement_score":0.91091394,"about_ca_system_score_codex":0.00011707284,"about_ca_system_score_gemma":0.00022446565,"threshold_uncertainty_score":0.9999784},"labels":[],"label_agreement":null},{"id":"W7115821088","doi":"","title":"Work, Care and Policy: Evaluating Carer-Inclusive Workplace Tools to Support Canada's Care Economy","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Nonprobability sampling; Descriptive statistics; Population; Agency (philosophy); Qualitative property; Human resources; Qualitative research","score_opus":0.019963836334755437,"score_gpt":0.28132097075957807,"score_spread":0.2613571344248226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03152763,0.0015238253,0.0000043719556,0.0005126363,0.0007628863,0.0010239775,0.0001642876,0.00010370899,0.9643767],"genre_scores_gemma":[0.16529082,0.00025997314,0.00031500732,0.00037259888,0.00049590535,0.000013646517,0.00046934653,0.000054364307,0.8327283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720025,0.00032712665,0.00027044027,0.00089426007,0.0005375793,0.0007703345],"domain_scores_gemma":[0.99802434,0.00027848492,0.00024815951,0.0003671711,0.0006778484,0.00040401693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015961203,0.00048301244,0.0005777669,0.00034552006,0.00090652815,0.0002649193,0.00085477723,0.0005145676,0.0072440845],"category_scores_gemma":[0.00016513544,0.0006344415,0.00012641566,0.0011965188,0.000081510305,0.000290415,0.00032980018,0.00048453512,0.000017646846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023025577,0.000010602428,0.015874255,0.0006144199,0.00015770775,0.0001040419,0.14293452,0.00017414005,0.0000025889444,0.0009930074,0.0079554785,0.830949],"study_design_scores_gemma":[0.00032391233,0.000058383772,0.0035735394,0.00046976685,0.00010619223,2.128656e-7,0.4446954,3.2155697e-7,0.000009910653,0.000020893005,0.5503161,0.00042533697],"about_ca_topic_score_codex":0.33139524,"about_ca_topic_score_gemma":0.9851246,"teacher_disagreement_score":0.83052367,"about_ca_system_score_codex":0.004884856,"about_ca_system_score_gemma":0.009849935,"threshold_uncertainty_score":0.99961066},"labels":[],"label_agreement":null},{"id":"W7115821187","doi":"","title":"The role of investor relations as intermediary of financial literacy in Canada","year":2018,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial literacy; Investor relations; Financial intermediary; Intermediary; Accredited investor; Government (linguistics); Financial services","score_opus":0.004641773375689824,"score_gpt":0.180861095069183,"score_spread":0.17621932169349316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8165154,0.0006550861,0.0000047838103,0.000054408618,0.0010251147,0.0005469694,0.000042254036,0.000012537473,0.18114346],"genre_scores_gemma":[0.8474479,0.00012330005,0.00010442606,0.00012969576,0.000345579,0.000002881944,0.0004091407,0.00005320639,0.15138392],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966298,0.000117869386,0.001268411,0.00065901806,0.0007682608,0.0005566565],"domain_scores_gemma":[0.99581516,0.00024198201,0.0020706935,0.0005879238,0.0012338512,0.00005040008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032614547,0.0005617749,0.00083961885,0.00084724586,0.00044079285,0.00012847116,0.0011848207,0.00031034765,0.0427056],"category_scores_gemma":[0.00046781264,0.0005735077,0.00035155538,0.0030738467,0.0002903782,0.0015289398,0.00044059905,0.0005082162,0.00011225011],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010481642,0.00015618939,0.8598528,0.00057372963,0.00009135214,0.00006992128,0.0018058985,0.000050628663,0.00021541618,0.0093159955,0.0018167847,0.12500316],"study_design_scores_gemma":[0.0010807571,0.00006370324,0.27757812,0.0017016516,0.0006415602,5.78374e-7,0.007930025,0.003146046,0.00038248228,0.0014012187,0.7053751,0.000698751],"about_ca_topic_score_codex":0.75244474,"about_ca_topic_score_gemma":0.95599574,"teacher_disagreement_score":0.7035583,"about_ca_system_score_codex":0.00069372746,"about_ca_system_score_gemma":0.0024740486,"threshold_uncertainty_score":0.99967164},"labels":[],"label_agreement":null},{"id":"W7115821288","doi":"","title":"Raised by Family, Distanced by Care: A Narrative Exploration of Filipino Second-Generation Identity and Parents in Care Work","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Narrative; Identity (music); Metaphor; Curiosity; Context (archaeology); Narrative inquiry; Work (physics)","score_opus":0.01713453434354285,"score_gpt":0.25406786751427823,"score_spread":0.2369333331707354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67691225,0.0035511702,0.0011194166,0.000107252476,0.0008779427,0.0014663672,0.0009856045,0.00007365165,0.31490633],"genre_scores_gemma":[0.65104234,0.000561738,0.000064601016,0.000037147485,0.000025810996,0.0000077224,0.0046752016,0.000013878986,0.34357154],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854934,0.00030839664,0.00024911386,0.0003961419,0.000311814,0.00018516558],"domain_scores_gemma":[0.99920094,0.000031297863,0.0002608533,0.00012644586,0.00030723828,0.00007325338],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006948882,0.00021204622,0.00032443195,0.0001511929,0.00029850876,0.0001019999,0.00022703984,0.00033173725,0.0037585348],"category_scores_gemma":[0.000023026641,0.00026782614,0.00008092993,0.0008926112,0.00007174779,0.00089836615,0.000027424445,0.00019243194,0.0000015198477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034965953,0.00011123176,0.0036446133,0.00060632784,0.0002779307,0.0000057018215,0.94696426,0.00010897591,0.00286299,0.005401873,0.008298619,0.0313678],"study_design_scores_gemma":[0.0009471749,0.000034854278,0.00060578826,0.00015197284,0.00016125417,1.0151921e-8,0.88841856,0.00003345088,0.00034227245,0.000036925336,0.10893019,0.00033754416],"about_ca_topic_score_codex":0.0012678076,"about_ca_topic_score_gemma":0.42876613,"teacher_disagreement_score":0.4274983,"about_ca_system_score_codex":0.00029476584,"about_ca_system_score_gemma":0.00027319835,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W7115821296","doi":"","title":"PERCEIVED BARRIERS TO FREIGHT MOBILITY IN CANADA","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Grounded theory; Stakeholder; Supply chain; Politics; Work (physics); Key (lock); Public policy","score_opus":0.01020550020696245,"score_gpt":0.15941362615327193,"score_spread":0.14920812594630947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821296","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0730275,0.00011948009,0.00039063292,0.00003619311,0.0010510619,0.0004518673,0.0002375585,0.00018453402,0.9245012],"genre_scores_gemma":[0.86582065,0.000052009447,0.0003077989,0.00014705193,0.000063612235,0.0000024187473,0.0004638807,0.00008600522,0.13305655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987749,0.000025183448,0.0002296069,0.00039383216,0.00021507678,0.00036139277],"domain_scores_gemma":[0.9991627,0.000022309681,0.000030191673,0.00022305766,0.000037680595,0.0005240943],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000019641075,0.00035433358,0.00040640254,0.00012846601,0.000049330723,0.000018578985,0.00040608086,0.00020451137,0.056597397],"category_scores_gemma":[0.000012298581,0.00044403755,0.00008135251,0.0005506092,0.000015703818,0.0000757391,0.000017131877,0.00048416472,0.000045565943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032525621,0.00031357797,0.1932301,0.011195635,0.0025870798,0.02363367,0.04466761,0.223895,0.0062709595,0.0071397456,0.10621499,0.37759906],"study_design_scores_gemma":[0.00080411125,0.000045454726,0.05594592,0.00018524684,0.00013990355,0.0000010537244,0.0107207885,0.004432253,0.00038074047,0.000026620964,0.9261725,0.0011454157],"about_ca_topic_score_codex":0.27863795,"about_ca_topic_score_gemma":0.97953826,"teacher_disagreement_score":0.8199575,"about_ca_system_score_codex":0.0013125914,"about_ca_system_score_gemma":0.0007626913,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W7115821299","doi":"","title":"Carbon Capture and Storage in the Alberta Oil Sands","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon capture and storage (timeline); Oil sands; Enhanced oil recovery; Limiting; Carbon sequestration; Greenhouse gas; Capital cost; Fossil fuel; Pipeline transport","score_opus":0.009373065729562575,"score_gpt":0.20512270426133167,"score_spread":0.1957496385317691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821299","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13466999,0.00001504123,9.2522515e-7,0.00029810643,0.00022230821,0.00007395037,0.0000035512978,0.000021604072,0.86469454],"genre_scores_gemma":[0.17757043,0.00003791479,0.000009184152,0.00010976747,0.000018908177,0.0000015948401,0.000081444065,0.000009467747,0.8221613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991996,0.000090181486,0.00009917107,0.00028896425,0.00015608368,0.00016595256],"domain_scores_gemma":[0.99965197,0.000078629535,0.00007013747,0.0001542571,0.000005963393,0.000039053637],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006640718,0.00016014391,0.00012238002,0.00006432929,0.000101514386,0.00003991881,0.00023462833,0.00017989612,0.051145203],"category_scores_gemma":[0.000014579342,0.00013559195,0.00004322216,0.00039069462,0.00005260797,0.000100518315,0.00005765425,0.0003375833,0.00013912833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008985027,0.00051901967,0.07277316,0.0003706706,0.00021713952,0.0024255973,0.12415406,0.003103023,0.0016031872,0.005488217,0.029801693,0.7586457],"study_design_scores_gemma":[0.0005605306,0.00006630519,0.07582481,0.00008563355,0.00008270778,0.0000163483,0.045261532,0.0006358547,0.0000223258,0.00014944053,0.87684613,0.00044839422],"about_ca_topic_score_codex":0.015974952,"about_ca_topic_score_gemma":0.35188255,"teacher_disagreement_score":0.8470444,"about_ca_system_score_codex":0.000114596085,"about_ca_system_score_gemma":0.000015616486,"threshold_uncertainty_score":0.99057776},"labels":[],"label_agreement":null},{"id":"W7115821309","doi":"","title":"How and to what extent do dominant coalition members' values and perceptions impact public relations participation in organizational strategic management","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Autonomy; Perception; Government (linguistics); Sample (material); Affect (linguistics); Population; Survey data collection","score_opus":0.027975006405541236,"score_gpt":0.2964870353300004,"score_spread":0.2685120289244592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.878071,0.0005743512,0.0012321551,0.007306387,0.0005040683,0.0021550194,0.000060101396,0.00011940349,0.10997752],"genre_scores_gemma":[0.81743383,0.0063299076,0.00048596942,0.000027886861,0.000042502834,0.000027906699,0.0008200775,0.0000394942,0.17479244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9966622,0.0008195978,0.0004968065,0.0008187671,0.00063899386,0.0005636097],"domain_scores_gemma":[0.9980958,0.00021550547,0.00038342222,0.00041318138,0.00046601798,0.0004260604],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007039182,0.00042780815,0.0003990257,0.0011835252,0.0016089788,0.002601747,0.0004297238,0.00043727714,0.01193977],"category_scores_gemma":[0.000067974725,0.00049038295,0.000120908444,0.0036759381,0.00023589804,0.003416077,0.0002773885,0.00038401256,0.00006635771],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030798925,0.0011298725,0.05959752,0.00038910375,0.00082713866,0.000049198217,0.16090328,0.002461229,0.0001953036,0.4930569,0.00078713114,0.28029534],"study_design_scores_gemma":[0.0010817319,0.00014441361,0.17702873,0.00051973923,0.00036020344,0.0000020826876,0.8000838,0.003942866,0.0000020543516,0.007905727,0.008267571,0.00066106033],"about_ca_topic_score_codex":0.00078401266,"about_ca_topic_score_gemma":0.008276225,"teacher_disagreement_score":0.63918054,"about_ca_system_score_codex":0.00084045535,"about_ca_system_score_gemma":0.0002632629,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W7115821312","doi":"","title":"Epigenetic Regulation of the Melatonin Receptor","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Trichostatin A; Epigenetics; Downregulation and upregulation; DNA methylation; Histone deacetylase; Histone; Demethylating agent; DNMT1; Histone deacetylase 5; MECP2","score_opus":0.013700032638756743,"score_gpt":0.20414888532786893,"score_spread":0.19044885268911219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821312","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26580325,0.00017367439,0.000033597466,0.000060843828,0.0018204158,0.0006174373,0.00005545492,0.00004669931,0.7313886],"genre_scores_gemma":[0.32777575,0.000043359738,0.000038348215,0.000033239667,0.000036367524,5.745338e-7,0.000021570475,0.000030686682,0.67202014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846166,0.00018831286,0.0002267526,0.00050869945,0.00035765828,0.00025693406],"domain_scores_gemma":[0.9988674,0.000094085925,0.0004039946,0.0005058352,0.000058197165,0.00007046789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005567603,0.00025178597,0.00029333596,0.00014623618,0.0001373357,0.000024510517,0.00056261854,0.00033323045,0.045203645],"category_scores_gemma":[0.00005224431,0.00022976017,0.00023883073,0.00069607986,0.000085590545,0.00013988442,0.000078795594,0.00032174756,0.0003365923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047560784,0.00013821363,0.002660101,0.00060051883,0.00006880917,0.00001937111,0.0033914216,0.00063124485,0.6581599,0.07037945,0.0013514118,0.26212397],"study_design_scores_gemma":[0.0005348759,0.00004071234,0.010016819,0.00024757706,0.00008491349,0.0000035384098,0.00067791174,0.00009716163,0.6660026,0.00006603825,0.32194,0.0002878731],"about_ca_topic_score_codex":0.000026113406,"about_ca_topic_score_gemma":0.00006315814,"teacher_disagreement_score":0.3205886,"about_ca_system_score_codex":0.00012391395,"about_ca_system_score_gemma":0.00018687377,"threshold_uncertainty_score":0.95566916},"labels":[],"label_agreement":null},{"id":"W7115821540","doi":"","title":"Mineral nutrients in low phytic acid 1-1 corn grains","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phytase and its Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scutellum; Aleurone; Phytic acid; Phosphorus; Endosperm; Browning","score_opus":0.011609371434724127,"score_gpt":0.19491956494270044,"score_spread":0.1833101935079763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6711122,0.00012955815,0.0000039012875,0.00013443771,0.00018255414,0.0004158628,0.00014052528,0.00006481841,0.3278162],"genre_scores_gemma":[0.6195104,0.000086448985,0.00004391614,0.000178269,0.0001789702,0.0000057906946,0.0024773686,0.0000038602248,0.37751496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890375,0.000036221798,0.00016621828,0.00043050753,0.00014924465,0.0003140524],"domain_scores_gemma":[0.9996116,0.00002341484,0.0001269582,0.00007659915,0.000053116244,0.00010828632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030175263,0.00024414132,0.0002466364,0.000044925622,0.0001341068,0.00004390867,0.00041348275,0.00024377658,0.015184225],"category_scores_gemma":[0.00000472099,0.00013270671,0.00012972682,0.00084996346,0.00003120532,0.00016260218,0.000044696448,0.00024390321,0.00016349496],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038366986,0.0009674532,0.0034106204,0.00016650188,0.0000807138,0.00014335431,0.0007050099,0.000023512875,0.077212304,0.0024339275,0.0019295653,0.91254336],"study_design_scores_gemma":[0.0019069372,0.00032695528,0.14105052,0.0007493917,0.0001233353,0.0000040378077,0.005931941,0.000053346266,0.00540079,0.0017041679,0.8414459,0.0013026587],"about_ca_topic_score_codex":0.00036058418,"about_ca_topic_score_gemma":0.010651351,"teacher_disagreement_score":0.9112407,"about_ca_system_score_codex":0.00016033444,"about_ca_system_score_gemma":0.000036445268,"threshold_uncertainty_score":0.98571604},"labels":[],"label_agreement":null},{"id":"W7115821572","doi":"","title":"From licence to operate to licence to lead: A case study of 7-Eleven Canada's corporate legitimacy and reputation","year":2015,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Legitimacy; Government (linguistics); Proposition; Compliance (psychology); Key (lock)","score_opus":0.030580754410924463,"score_gpt":0.22884158445094316,"score_spread":0.1982608300400187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863735,0.000043456956,0.0007252775,0.0004809346,0.001015249,0.0030995333,0.00007430264,0.000051591403,0.008136174],"genre_scores_gemma":[0.90821415,0.0000073568503,0.00053365674,0.00057667645,0.00037552216,0.000014014165,0.00028125517,0.00006848556,0.08992886],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9960863,0.00014596959,0.0008352605,0.0014721529,0.0008803327,0.00058001175],"domain_scores_gemma":[0.9955818,0.00008081608,0.0013096164,0.0005189562,0.002216008,0.0002927778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003649444,0.00071591046,0.0008829643,0.00078668696,0.0006259423,0.000876424,0.0006477426,0.0002251487,0.0040837987],"category_scores_gemma":[0.00015797371,0.0008855042,0.0000789533,0.0036243633,0.000046655612,0.0020477534,0.0007186478,0.00034056284,0.00016706531],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009903121,0.0027072884,0.07248413,0.002763858,0.0017402279,0.043400515,0.17156158,0.12817828,0.004897247,0.0004697273,0.026886864,0.5350072],"study_design_scores_gemma":[0.00403738,0.0009243375,0.018877394,0.0018559925,0.0015805768,0.000057982306,0.9250944,0.0041803415,0.0001690638,0.00013363184,0.040701594,0.0023872904],"about_ca_topic_score_codex":0.8748697,"about_ca_topic_score_gemma":0.96846426,"teacher_disagreement_score":0.7535328,"about_ca_system_score_codex":0.000496356,"about_ca_system_score_gemma":0.0008936464,"threshold_uncertainty_score":0.99935955},"labels":[],"label_agreement":null},{"id":"W7115821580","doi":"","title":"DRIVING INTELLIGENT DECISIONS IN HEALTHCARE WITH RECOVERY-AWARE SYSTEM REDESIGN","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Train; Baseline (sea); Health care; Domain (mathematical analysis); Value (mathematics)","score_opus":0.020719485896224875,"score_gpt":0.25455893185502937,"score_spread":0.2338394459588045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821580","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01475316,0.0029104983,0.0021465367,0.000728049,0.001585267,0.0017216647,0.000089983245,0.00026220927,0.97580266],"genre_scores_gemma":[0.12109929,0.0031422202,0.000702472,0.00013063145,0.000101067504,0.0000094852985,0.00059126545,0.00006190523,0.87416166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998118,0.000116607756,0.00037662312,0.00065788976,0.00033686636,0.00039402783],"domain_scores_gemma":[0.9987916,0.00012934385,0.00019346566,0.00037816796,0.0003524652,0.00015496783],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009606576,0.00042126255,0.00075778784,0.00056731433,0.00020543773,0.000021423739,0.00024457986,0.00036735492,0.0028040619],"category_scores_gemma":[0.000048409544,0.0003939125,0.00020051915,0.001170925,0.00002776538,0.00011216419,0.0000803929,0.0006156504,0.000023361636],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00503226,0.00028214054,0.021876635,0.0055535706,0.0013474316,0.0042919386,0.0031311326,0.00016688943,0.00007659069,0.0048493566,0.012652248,0.9407398],"study_design_scores_gemma":[0.005379431,0.0020658982,0.012915555,0.07217848,0.0023581646,0.000076880664,0.29112124,0.00030763328,0.0012245377,0.00012234651,0.6101066,0.0021432356],"about_ca_topic_score_codex":0.00065888173,"about_ca_topic_score_gemma":0.017873937,"teacher_disagreement_score":0.93859655,"about_ca_system_score_codex":0.0008093771,"about_ca_system_score_gemma":0.0004954616,"threshold_uncertainty_score":0.9998513},"labels":[],"label_agreement":null},{"id":"W7115821581","doi":"","title":"SOCIO-ECONOMIC IMPACT ON INDIAN IMMIGRANT MOTHERS' WELL-BEING","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Indigenous; Patriarchy; Colonialism; Intersectionality; Narrative; Kinship; Grounded theory; Feminism; Ideology","score_opus":0.006616515596766262,"score_gpt":0.24743768154463938,"score_spread":0.24082116594787312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821581","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16454428,0.00005444541,0.000004159345,0.00009115836,0.0016714582,0.00057205633,0.000028521183,0.00008634716,0.83294755],"genre_scores_gemma":[0.07236786,0.0016023802,0.000027296886,0.000049745322,0.00047791656,5.118544e-7,0.00023597828,0.000033614615,0.9252047],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979483,0.00032654335,0.00024524023,0.0005308458,0.00026502885,0.0006840678],"domain_scores_gemma":[0.99896944,0.00013120018,0.00028874064,0.0002728466,0.00009013704,0.00024765087],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026561384,0.0003636248,0.000396886,0.00046832068,0.0043894923,0.00013131938,0.0006236028,0.0006610571,0.06947363],"category_scores_gemma":[0.0000017587387,0.0003573929,0.00031970622,0.0003803834,0.00009993476,0.00025330487,0.0000027450524,0.0004620536,0.00064777007],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032752697,0.00012586715,0.0008294351,0.00025022627,0.00029954227,0.00005339185,0.8098729,0.000089472924,0.000001198579,0.15068023,0.0011577989,0.036312383],"study_design_scores_gemma":[0.0003271949,0.000069913454,0.0006106256,0.00021040995,0.00008231316,3.2342518e-7,0.120343745,0.000004918337,0.000027400269,0.0006315918,0.87731874,0.00037281183],"about_ca_topic_score_codex":0.29943824,"about_ca_topic_score_gemma":0.86940193,"teacher_disagreement_score":0.876161,"about_ca_system_score_codex":0.003055726,"about_ca_system_score_gemma":0.018113868,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W7115821638","doi":"","title":"END USER ENGAGEMENT IN DEVELOPING A SELF-CARE ONLINE APP","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Persona; Function (biology); End user; User engagement; Usage data; Patient participation; Participant observation","score_opus":0.019944293843649957,"score_gpt":0.23141506475084483,"score_spread":0.21147077090719488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821638","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014389943,0.00046216106,0.16176213,0.0011268031,0.000713827,0.0013752916,0.00009429354,0.000906227,0.81916934],"genre_scores_gemma":[0.033693384,0.00033934155,0.10780209,0.00048355758,0.00016961481,0.000018714089,0.00047614778,0.00007084818,0.8569463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984157,0.00010945659,0.00019870521,0.00066699064,0.00025986996,0.0003492722],"domain_scores_gemma":[0.99916136,0.00005689384,0.0001479319,0.00043259608,0.000107859254,0.0000933443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007297546,0.0002975783,0.00025140846,0.00032524572,0.00017759971,0.00009636445,0.0013050152,0.00021415997,0.0031141862],"category_scores_gemma":[0.000004438976,0.00030354154,0.0000953574,0.00077725365,0.000016789481,0.0003895818,0.00021938678,0.00028592962,0.00014014951],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051077994,0.00022954535,0.0013663105,0.00037398783,0.00013825587,0.00024283996,0.01302573,0.000008977032,0.0010731653,0.0746885,0.001152016,0.9076496],"study_design_scores_gemma":[0.0008871028,0.00002979333,0.007019444,0.00036233192,0.000032251646,0.000002059313,0.0039742766,0.00014288373,0.0006926936,0.00017136193,0.9860982,0.0005876168],"about_ca_topic_score_codex":0.00004791387,"about_ca_topic_score_gemma":0.0011853104,"teacher_disagreement_score":0.9849462,"about_ca_system_score_codex":0.0004991416,"about_ca_system_score_gemma":0.00039235927,"threshold_uncertainty_score":0.99994165},"labels":[],"label_agreement":null},{"id":"W7115821650","doi":"","title":"Case Based Learning at an Indian Medical College","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Facilitator; Likert scale; Preparedness; Curriculum; Focus group; Intervention (counseling); Qualitative property; Perception","score_opus":0.01622998393012907,"score_gpt":0.2558556429337432,"score_spread":0.23962565900361413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821650","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048301168,0.00005502511,0.00008117149,0.0002613194,0.00050524506,0.0003566343,0.00004387385,0.0002590911,0.9501365],"genre_scores_gemma":[0.1454037,0.0000379011,0.00019034451,0.0001226862,0.00028928564,0.0000020942869,0.00020679981,0.000049069724,0.85369813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966282,0.0011570534,0.00021271342,0.00059153815,0.000787346,0.0006231481],"domain_scores_gemma":[0.9985114,0.00025302367,0.00027441428,0.00020779617,0.00014425787,0.00060912187],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007288642,0.00030935163,0.00033337926,0.00033260146,0.0020802114,0.000070470815,0.00059187296,0.00091457734,0.3334036],"category_scores_gemma":[0.00020627225,0.00031988334,0.00016121365,0.0006559043,0.00018006728,0.00040385048,0.00007323538,0.0007222758,0.00026137804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008016654,0.00013489417,0.006680354,0.00027813864,0.00013757522,0.041294746,0.030503836,0.00003058571,0.00007544568,0.006300545,0.0016877187,0.9120745],"study_design_scores_gemma":[0.0010107692,0.00012567606,0.00007632838,0.00028337623,0.00007198141,0.00004745416,0.028460678,0.000047930647,0.00006464675,0.00003754664,0.96927315,0.0005004502],"about_ca_topic_score_codex":0.004460193,"about_ca_topic_score_gemma":0.12012261,"teacher_disagreement_score":0.96758544,"about_ca_system_score_codex":0.0006220125,"about_ca_system_score_gemma":0.0015878689,"threshold_uncertainty_score":0.9999253},"labels":[],"label_agreement":null},{"id":"W7115821699","doi":"","title":"Continuity of care with the primary care physician and involvement of other physicians in the last year of life in community-dwelling adults: A retrospective population-based study","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Christian ministry; Continuity of care; Primary care; Health care; Primary health care; MEDLINE","score_opus":0.013912123362751872,"score_gpt":0.25848600708501823,"score_spread":0.24457388372226635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622704,0.00025226726,0.000023245155,0.00006099588,0.000043073444,0.0008414593,0.00007367261,0.000010640091,0.012467621],"genre_scores_gemma":[0.99960536,0.000002790824,0.000027801701,0.00007214369,0.00002028241,0.0000031616887,0.0000187563,0.0000116928495,0.00023800082],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99865836,0.0006986553,0.00019652501,0.00013317696,0.00018265449,0.00013061936],"domain_scores_gemma":[0.99920416,0.00026935025,0.00015699145,0.00022727711,0.00012793958,0.000014295722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018792237,0.000102793456,0.00028869315,0.000114148046,0.00012875313,0.0000052920846,0.00018695107,0.000048257894,0.000052841446],"category_scores_gemma":[0.000004800779,0.000071042,0.000043682583,0.0006838681,0.000071736096,0.000060165075,0.00006125017,0.00039252578,6.531093e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032378294,0.00014798842,0.7406612,0.0012113762,0.00003407254,0.000002604784,0.25269285,0.000096685464,0.000014605976,0.00014634397,0.000016185624,0.0046523083],"study_design_scores_gemma":[0.001041416,0.00027020174,0.45314008,0.0010280631,0.00004275294,1.0085818e-8,0.54419905,0.000012509491,0.000008492789,0.000007305967,0.00020456407,0.000045562898],"about_ca_topic_score_codex":0.015623772,"about_ca_topic_score_gemma":0.08651101,"teacher_disagreement_score":0.29150617,"about_ca_system_score_codex":0.00019733886,"about_ca_system_score_gemma":0.000118145676,"threshold_uncertainty_score":0.9909313},"labels":[],"label_agreement":null},{"id":"W7115821749","doi":"","title":"Safe Schools Recommendation 10.3 in 2023","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Thematic analysis; Focus group; Stakeholder; Plan (archaeology); Action plan; Action (physics); Key (lock)","score_opus":0.01869358035369498,"score_gpt":0.2257966616614165,"score_spread":0.2071030813077215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821749","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034338618,0.00029044013,0.00007397593,0.000276249,0.00062099274,0.0005639089,0.0006734557,0.00072142424,0.9967761],"genre_scores_gemma":[0.000021811167,0.00006500106,0.0006833935,0.00006145699,0.00027791873,0.0000024686956,0.00036851928,0.0014547558,0.99706465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975612,0.0002681896,0.00027996415,0.001017677,0.00029381033,0.0005791431],"domain_scores_gemma":[0.9989793,0.000027599688,0.00025619208,0.0005121326,0.00003844673,0.00018638313],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018280647,0.00060071796,0.00055218133,0.0023985072,0.000037398175,0.00013496434,0.0006262959,0.0006480149,0.9283041],"category_scores_gemma":[0.00002401245,0.0007287674,0.000192026,0.00290314,0.00007319831,0.00026955662,0.00044993788,0.00089049514,0.27019083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009031628,0.000059141857,0.00015810318,0.00017916427,0.00016472761,0.0003488122,0.00004284882,0.0000052495416,0.000032254546,0.0008244931,0.90273476,0.09536011],"study_design_scores_gemma":[0.0011256438,0.000038018752,0.000039650786,0.0009520708,0.0001408376,0.000005319573,0.0005626322,0.000045476252,0.000009446282,0.00011279911,0.99626416,0.00070393743],"about_ca_topic_score_codex":0.00085512036,"about_ca_topic_score_gemma":0.0056134057,"teacher_disagreement_score":0.65811324,"about_ca_system_score_codex":0.0010050418,"about_ca_system_score_gemma":0.00014087222,"threshold_uncertainty_score":0.99951637},"labels":[],"label_agreement":null},{"id":"W7115821768","doi":"","title":"Assembling Violence: Social Work's Complicities with Fashioning Ideas of the Unworthy and the Erasure of Need","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Power (physics); Agency (philosophy); Representation (politics); State (computer science); Constitution; Enlightenment; Social order; Work (physics); Contemporary society","score_opus":0.017896593485432447,"score_gpt":0.26567715729354124,"score_spread":0.2477805638081088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821768","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11259671,0.00029714365,0.00004711303,0.0030393777,0.001760625,0.0004653319,0.000008265685,0.000026239419,0.88175917],"genre_scores_gemma":[0.6821921,0.00009321627,0.0000530675,0.00006033587,0.00022540009,0.000001519199,0.0000103809525,0.000009524121,0.31735447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984381,0.0006370136,0.00017453189,0.00017676166,0.0004113143,0.00016227236],"domain_scores_gemma":[0.99810934,0.0008734713,0.00052747206,0.00012121897,0.00033701325,0.000031485928],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040137794,0.00014433962,0.00029120423,0.00007657014,0.0015717723,0.00007239176,0.0004441103,0.00022468642,0.0029752173],"category_scores_gemma":[0.00016331382,0.000105609986,0.00011431443,0.0019211659,0.0004752511,0.00014339798,0.00005136856,0.00037995618,0.000001126126],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002311224,0.00009637883,0.02997218,0.00035846772,0.00062087877,0.0000032844043,0.19588226,0.00006629342,0.000016022504,0.5696718,0.0023259334,0.19867527],"study_design_scores_gemma":[0.0011309955,0.000016668975,0.018194113,0.00078375405,0.00052836473,1.4993017e-7,0.7434864,0.000004146982,0.00003377774,0.0014050647,0.23418166,0.00023487386],"about_ca_topic_score_codex":0.0014091263,"about_ca_topic_score_gemma":0.006888917,"teacher_disagreement_score":0.5695954,"about_ca_system_score_codex":0.000069884874,"about_ca_system_score_gemma":0.00058673386,"threshold_uncertainty_score":0.999728},"labels":[],"label_agreement":null},{"id":"W7115821807","doi":"","title":"Testing the Role of Frequency-Modulated Bouts in Eptesicus fuscus","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Human echolocation; Eptesicus fuscus; Mating; Mate choice; Sound production; Courtship; Hibernation (computing); Animal communication","score_opus":0.01447320546791715,"score_gpt":0.18534840594864582,"score_spread":0.17087520048072868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5823406,0.0005510209,5.22772e-8,0.00011788416,0.00014851318,0.00015843946,0.000023381326,0.000024617562,0.41663545],"genre_scores_gemma":[0.8655989,0.000047157944,0.000029634515,0.000046745,0.00004327954,0.0000022182435,0.00014477245,0.0000010638433,0.1340862],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990329,0.00013047837,0.00019310164,0.0003138186,0.000069625035,0.00026004878],"domain_scores_gemma":[0.9993041,0.0003412059,0.0001758536,0.00006208832,0.00009222062,0.000024515288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009860873,0.00019452067,0.0003030412,0.000032883352,0.0002247209,0.000009727534,0.0004330252,0.0003902859,0.0071355617],"category_scores_gemma":[0.00006332143,0.00008016057,0.00009277624,0.0007757133,0.00008440127,0.000052621206,0.000091514456,0.00029960723,0.000013868315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012729123,0.00008487194,0.15516233,0.00003573729,0.00012594528,0.000028339731,0.00037905917,0.000008212451,0.041477304,0.0007139133,0.00010732405,0.80174965],"study_design_scores_gemma":[0.00024835678,0.00017599661,0.9389364,0.00018169539,0.000105094194,0.0000013698735,0.011358501,0.000026663567,0.0015431251,0.0016669447,0.045465793,0.0002900486],"about_ca_topic_score_codex":0.0014472543,"about_ca_topic_score_gemma":0.047459636,"teacher_disagreement_score":0.8014596,"about_ca_system_score_codex":0.000042980155,"about_ca_system_score_gemma":0.00002752597,"threshold_uncertainty_score":0.99377203},"labels":[],"label_agreement":null},{"id":"W7115821818","doi":"","title":"YOUTH EMPLOYMENT & MENTAL HEALTH IN NORTHERN ONTARIO","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Positive Youth Development; Focus group; Mental health service; Youth studies; Supported employment; Service (business); Mental illness","score_opus":0.02884916292143467,"score_gpt":0.2918346178687806,"score_spread":0.26298545494734593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821818","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028207183,0.00006154293,0.0000034182472,0.0026233906,0.008250806,0.0004553734,0.00001606348,0.000056638124,0.9603256],"genre_scores_gemma":[0.0059913676,0.000057492172,0.0001018478,0.00022504422,0.0008219687,0.0000010117371,0.00042036668,0.000023318531,0.9923576],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831,0.00037649443,0.00019610062,0.00036261554,0.0003650007,0.00038977503],"domain_scores_gemma":[0.99920356,0.00005405963,0.00029713992,0.00014375176,0.000111367386,0.00019012511],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003312072,0.00019381537,0.00024946616,0.00014949375,0.0009047962,0.00009477047,0.0003738907,0.00027437264,0.12920862],"category_scores_gemma":[0.00003235717,0.00024946738,0.00009366631,0.00077636266,0.00008075956,0.00026348667,0.0000299634,0.00039266434,0.00041134917],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029590877,0.00023872936,0.030429687,0.000019448491,0.000071160815,0.000008113474,0.7186416,6.675486e-7,5.552194e-7,0.0020206342,0.027319826,0.2209537],"study_design_scores_gemma":[0.00027722132,0.000033783923,0.0035395569,0.000046052377,0.000018686014,4.9409934e-8,0.2653847,7.507443e-8,9.608258e-7,0.00004636695,0.7304831,0.00016941255],"about_ca_topic_score_codex":0.24595034,"about_ca_topic_score_gemma":0.9963892,"teacher_disagreement_score":0.75043887,"about_ca_system_score_codex":0.0029395916,"about_ca_system_score_gemma":0.0027206338,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W7115821842","doi":"","title":"The WESH Project","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Vision; Action (physics); Citizen journalism; Action research; Narrative; Public housing; Set (abstract data type); Participatory design","score_opus":0.03570865828470198,"score_gpt":0.3398199585940006,"score_spread":0.3041113003092986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821842","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010991159,0.00046587316,0.000015095713,0.00010649389,0.0022205838,0.0009376502,0.000038688766,0.00013933315,0.9850851],"genre_scores_gemma":[0.02386435,0.0006657098,0.0000228672,0.000042751595,0.0002604124,0.000013470737,0.00019924043,0.000032270455,0.97489893],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980616,0.0005349524,0.00028814937,0.00035517945,0.00023814512,0.0005219857],"domain_scores_gemma":[0.99868613,0.00040125847,0.00028150473,0.0003187789,0.00024742284,0.00006491133],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018840733,0.00027494386,0.0004712978,0.00013345772,0.0023626096,0.000040455332,0.0006124155,0.0006421677,0.029891476],"category_scores_gemma":[0.00004792626,0.00022193628,0.00016863942,0.0006371118,0.000041903986,0.00010036196,0.00013024348,0.0009930843,0.00026787556],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054760656,0.0000538542,0.0059329905,0.0013694427,0.00031303073,0.000066996814,0.035384584,0.0000010761192,0.000008900078,0.048014842,0.009327426,0.89897925],"study_design_scores_gemma":[0.00031011488,0.000014372856,0.00095056987,0.00035943222,0.00007861219,6.7067747e-9,0.3127171,0.000004399693,0.000006351891,0.00016592843,0.6852347,0.00015839004],"about_ca_topic_score_codex":0.0022339828,"about_ca_topic_score_gemma":0.1527103,"teacher_disagreement_score":0.8988209,"about_ca_system_score_codex":0.00028153625,"about_ca_system_score_gemma":0.0009854503,"threshold_uncertainty_score":0.9989362},"labels":[],"label_agreement":null},{"id":"W7115821888","doi":"","title":"Historic Supernova Light Echo Identification with Machine Learning","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brightness; Python (programming language); Surface brightness; Identification (biology); Software; Image processing; Stars","score_opus":0.007143260856352722,"score_gpt":0.19021329065966652,"score_spread":0.1830700298033138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821888","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11993669,0.0006397808,0.0008005311,0.0001034351,0.00095904665,0.00034778038,0.000057661866,0.00019665767,0.87695843],"genre_scores_gemma":[0.24805437,0.000014575827,0.000084913765,0.0000060128973,0.0002454161,0.0000027062872,0.0012067349,0.00008377909,0.7503015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828494,0.000059316208,0.00025864676,0.00071287015,0.00032361053,0.00036063758],"domain_scores_gemma":[0.9992221,0.000019592593,0.0001760979,0.00030653784,0.00015029601,0.0001253897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007312294,0.0004675967,0.00039014293,0.0003004391,0.00026231582,0.00020214343,0.00040348823,0.00018511753,0.072589606],"category_scores_gemma":[0.0000015133127,0.00044896427,0.00020993802,0.0006683164,0.000028215958,0.0002994859,0.000058910686,0.0007872512,0.0005826535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006421702,0.00043054216,0.15046898,0.0009991222,0.0018334601,0.00043936857,0.012116154,0.00027662312,0.0056310054,0.0077318368,0.006612573,0.81281817],"study_design_scores_gemma":[0.0005987454,0.000093062394,0.002379665,0.00025513273,0.0004949348,0.0000022294696,0.007692384,0.0001506834,0.0009368503,0.00007325971,0.9866519,0.0006711821],"about_ca_topic_score_codex":0.0009165196,"about_ca_topic_score_gemma":0.00067252707,"teacher_disagreement_score":0.9800393,"about_ca_system_score_codex":0.00022810407,"about_ca_system_score_gemma":0.00014190131,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W7115821946","doi":"","title":"Lived Experience Engagement","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lived experience; Context (archaeology); Indigenous; Focus group; Economic Justice; Inclusion (mineral)","score_opus":0.03569850552852089,"score_gpt":0.281050698539388,"score_spread":0.24535219301086714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821946","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061373554,0.000045140227,0.00760265,0.00032184643,0.00025027755,0.00008285792,7.184952e-7,0.00007523438,0.9302477],"genre_scores_gemma":[0.45144814,0.00007968872,0.00021599278,0.00016105878,0.0000326872,7.266831e-7,5.737755e-7,0.00000204824,0.5480591],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924564,0.00014956943,0.00007256261,0.00019616062,0.00014073132,0.00019531182],"domain_scores_gemma":[0.99964774,0.000063133004,0.000030581345,0.00012760352,0.00006837021,0.00006254809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011231913,0.00007054968,0.00008924112,0.0001375634,0.0007267688,0.00006656113,0.0002783329,0.000047239555,0.07539766],"category_scores_gemma":[0.00003369633,0.000081713006,0.000078565085,0.0009993225,0.00013385575,0.00017121686,0.0000982148,0.000092019625,0.00007785978],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034190845,0.00007480696,0.0040896866,0.000012562679,0.000058976024,0.000034236895,0.038287573,0.000055475524,0.00010405616,0.0260444,0.0014475042,0.9297565],"study_design_scores_gemma":[0.00008458565,0.0000067510246,0.00021641352,0.000011794616,0.00007724789,6.1363465e-8,0.40851837,0.000043094544,0.00004183415,0.000022823013,0.5909214,0.00005562698],"about_ca_topic_score_codex":0.005770007,"about_ca_topic_score_gemma":0.010435722,"teacher_disagreement_score":0.9297009,"about_ca_system_score_codex":0.00016785075,"about_ca_system_score_gemma":0.0000969481,"threshold_uncertainty_score":0.9254475},"labels":[],"label_agreement":null},{"id":"W7115821976","doi":"","title":"Polaris and TRACE/PARCS Code Development for CANDU Analysis","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Development (topology); Coupling (piping); Systems analysis","score_opus":0.014275037269863577,"score_gpt":0.23194069593253522,"score_spread":0.21766565866267165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821976","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011615087,0.0003244034,0.88965464,0.000084802414,0.00021392078,0.00040328052,0.000035656198,0.00037697586,0.107744806],"genre_scores_gemma":[0.007696007,0.00007600843,0.23791447,0.00008131639,0.000021100783,0.000009876671,0.00044648914,0.000030157598,0.7537246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985888,0.00007984491,0.00021427107,0.00062091777,0.00023349025,0.00026268125],"domain_scores_gemma":[0.99919224,0.000067322784,0.00023212723,0.00029249318,0.000110348345,0.00010548805],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015582427,0.0002520568,0.00035852552,0.00054608705,0.00047874183,0.00015612046,0.00082268903,0.00015943476,0.0030181084],"category_scores_gemma":[0.000008795638,0.00030329655,0.0001488837,0.0011965696,0.000017125007,0.00020114577,0.00022142894,0.00021326591,0.0000019694921],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018473285,0.00015571142,0.0024089518,0.00025621272,0.0017774989,0.00006301693,0.008578287,0.004670441,0.000031835396,0.013808828,0.0038709575,0.9641935],"study_design_scores_gemma":[0.00050582265,0.00007905595,0.0017054909,0.000027023532,0.00037350834,0.0000020160574,0.00089043373,0.03726838,0.00035362397,0.000095232,0.95813406,0.0005653547],"about_ca_topic_score_codex":0.00014478224,"about_ca_topic_score_gemma":0.001385632,"teacher_disagreement_score":0.9636282,"about_ca_system_score_codex":0.00017955578,"about_ca_system_score_gemma":0.00022032378,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W7115821993","doi":"","title":"Music Hall and the Age of Resistance: A Study of the Censorship Practices Which Influenced the Form of the Victorian Music Hall Leading to the 1912 Royal Command Performance and Beyond","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Censorship; Popular music; Power (physics); Argument (complex analysis); Identity (music); Politics; Music industry; Music education","score_opus":0.04015093143521444,"score_gpt":0.22959352958062337,"score_spread":0.18944259814540892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7674229,0.00086518197,3.0813e-7,0.00093679834,0.0008927178,0.0012806313,0.000020383199,0.0000074079517,0.22857367],"genre_scores_gemma":[0.762867,0.00019128867,0.0000017840127,0.000109404966,0.00015084154,0.000005699977,0.0000030884655,0.000013241789,0.23665765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983661,0.00038401014,0.00030393447,0.000316412,0.0004196565,0.0002098612],"domain_scores_gemma":[0.9979124,0.00033192558,0.00085221836,0.00054232875,0.00033063957,0.000030497209],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054828404,0.00023389232,0.0004125873,0.00003406519,0.0016005756,0.00006620094,0.0006385935,0.00009063211,0.00039297267],"category_scores_gemma":[0.00008695362,0.00010696914,0.00010563858,0.00026636425,0.00049591606,0.0001288184,0.00019417626,0.00042604105,0.0000010557853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006622694,0.000098779194,0.0035395431,0.0008524491,0.0002668001,5.3423605e-7,0.9839967,0.000024545561,0.000011212817,0.0079918,0.0010411711,0.0015142336],"study_design_scores_gemma":[0.00082528853,0.00018057766,0.01949784,0.00014906457,0.00036550572,4.1392016e-7,0.4930504,0.000009483453,0.000010612043,0.00006779455,0.48569632,0.00014671116],"about_ca_topic_score_codex":0.002267753,"about_ca_topic_score_gemma":0.27898675,"teacher_disagreement_score":0.49094626,"about_ca_system_score_codex":0.00008486206,"about_ca_system_score_gemma":0.00007115705,"threshold_uncertainty_score":0.9996992},"labels":[],"label_agreement":null},{"id":"W7115821995","doi":"","title":"A Jurisdictional Scan of Community Benefits Frameworks Across Canada","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Cost–benefit analysis; Focus (optics); Social benefits; Community network; Community development","score_opus":0.02372143241516958,"score_gpt":0.24755645297898715,"score_spread":0.22383502056381757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115821995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02043523,0.00054960494,0.000093228075,0.00010051118,0.0015408791,0.00048577948,0.012952381,0.00019099959,0.96365136],"genre_scores_gemma":[0.064550556,0.00019483849,0.00022382685,0.00013312917,0.00021689382,0.0000023577195,0.0011674089,0.000170196,0.9333408],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950654,0.0006442666,0.00071452756,0.00061534875,0.0020301787,0.0009302909],"domain_scores_gemma":[0.9947663,0.00046174068,0.0010721618,0.0014739538,0.0018705925,0.00035525157],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00069552904,0.00084019697,0.0013120723,0.0003869671,0.00081867876,0.00007396012,0.0020354255,0.0014098794,0.046067942],"category_scores_gemma":[0.00017263196,0.0010565438,0.00045447235,0.0028606623,0.00044252825,0.00024673998,0.0017706429,0.005163827,0.000050974028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00062583544,0.0006241981,0.025016112,0.0021532634,0.0027979154,0.00037510082,0.001071117,0.002919954,0.000024807428,0.0013623512,0.40432808,0.5587013],"study_design_scores_gemma":[0.0009384069,0.00005768858,0.019296326,0.0012145338,0.00048498175,0.000032483167,0.0023723086,0.000022141357,0.000049741902,0.000038762515,0.9747413,0.00075134897],"about_ca_topic_score_codex":0.8931153,"about_ca_topic_score_gemma":0.976935,"teacher_disagreement_score":0.5704132,"about_ca_system_score_codex":0.0068567228,"about_ca_system_score_gemma":0.011846964,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W7115822136","doi":"","title":"Cultural Influences on Sexuality: Examining Sexual Destiny and Sexual Growth Beliefs in Iran and Canada","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Destiny (ISS module); Human sexuality; Sexual attraction; Romance; Sexual identity; Young adult","score_opus":0.03744895053763399,"score_gpt":0.2530553276127081,"score_spread":0.21560637707507413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822136","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8348878,0.000298385,0.0000056845483,0.000172127,0.0004935354,0.00027952628,0.000027511154,0.000059876314,0.16377558],"genre_scores_gemma":[0.20444898,0.000088701796,0.00006835229,0.00089234224,0.00012711597,0.0000034068087,0.00025670728,0.000023698987,0.7940907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831444,0.00009617836,0.0002755212,0.0006706332,0.00034728093,0.0002959701],"domain_scores_gemma":[0.999202,0.00020331722,0.00013368449,0.0001482646,0.00013782002,0.00017487947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000927834,0.00039739942,0.00055406877,0.00030993865,0.00023162582,0.000051555005,0.00008468495,0.0002477399,0.001535023],"category_scores_gemma":[0.00013026436,0.00038310885,0.00001868,0.00047407468,0.000098553886,0.00015453136,0.00007688702,0.0004933128,0.0000034420711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002638673,0.00016547959,0.74182546,0.0021741346,0.0005890839,0.00068620825,0.0063087367,0.000021131073,0.00052537455,0.0007515043,0.0068945857,0.23741962],"study_design_scores_gemma":[0.004190493,0.001106295,0.67743236,0.0006860936,0.0003943117,0.000037467493,0.21868272,0.00003641504,0.00008245826,0.00001432506,0.09660529,0.0007317361],"about_ca_topic_score_codex":0.21710907,"about_ca_topic_score_gemma":0.6888821,"teacher_disagreement_score":0.6304388,"about_ca_system_score_codex":0.00026159472,"about_ca_system_score_gemma":0.00034151622,"threshold_uncertainty_score":0.9998621},"labels":[],"label_agreement":null},{"id":"W7115822152","doi":"","title":"Persistence and aggression in Drosophila melanogaster","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Aggression; Persistence (discontinuity); Courtship; Context (archaeology); Mating; Mate choice; Sexual selection","score_opus":0.020085932000946133,"score_gpt":0.20113314157953785,"score_spread":0.18104720957859172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9123738,0.00053421065,1.3186248e-7,0.00010970565,0.00027146627,0.00021010205,0.0000130352755,0.000028882547,0.086458676],"genre_scores_gemma":[0.5441355,0.00038986272,0.000013630116,0.000018043644,0.00007783757,5.6334824e-7,0.00016780554,0.000001991772,0.45519474],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989696,0.000053491654,0.00011651803,0.0005154657,0.00014891605,0.00019598125],"domain_scores_gemma":[0.99971557,0.000021412783,0.000110431545,0.000054189706,0.000037832186,0.000060541508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005099491,0.00019520597,0.000214224,0.00003618083,0.000101006895,0.000036236892,0.00017589882,0.00028008825,0.016330073],"category_scores_gemma":[0.0000043171212,0.000093636474,0.00007843303,0.00028295993,0.000031643838,0.00016432597,0.000057242472,0.00023692081,0.000055859415],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003145302,0.000061784696,0.0342288,0.000059657108,0.000010315713,0.00005886341,0.00045917684,0.0000015953558,0.08183249,0.000040742372,0.000078657504,0.8828534],"study_design_scores_gemma":[0.00078396715,0.00060528005,0.75550634,0.0019339683,0.00014692466,0.00002550193,0.022720933,0.000034956163,0.0021738554,0.00005719423,0.21502712,0.0009839472],"about_ca_topic_score_codex":0.00017046799,"about_ca_topic_score_gemma":0.0013909268,"teacher_disagreement_score":0.88186944,"about_ca_system_score_codex":0.0000509626,"about_ca_system_score_gemma":0.000008892687,"threshold_uncertainty_score":0.98456913},"labels":[],"label_agreement":null},{"id":"W7115822258","doi":"","title":"Applying conceptual frameworks to study healthcare transition","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Conceptual framework; Transition (genetics); Health care; Critical appraisal; Qualitative research; Process (computing); Transition management (governance); Foundation (evidence)","score_opus":0.047274302500694754,"score_gpt":0.3476762119306622,"score_spread":0.3004019094299675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23551577,0.0008728116,0.0061943145,0.0074708895,0.010314689,0.030493421,0.0009403731,0.001302188,0.70689553],"genre_scores_gemma":[0.40993518,0.00011440378,0.00026189254,0.002932764,0.001979458,0.0001392736,0.0005591331,0.00015663846,0.58392125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99556595,0.0012576452,0.00067080103,0.00091689226,0.00056283077,0.0010258718],"domain_scores_gemma":[0.9976817,0.00029604827,0.0004295802,0.00047898837,0.00045494715,0.0006587837],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00031698143,0.000546649,0.00074448425,0.00040219835,0.00149472,0.00001721404,0.000532356,0.0019851567,0.081733234],"category_scores_gemma":[0.000043030475,0.0005356179,0.0001806138,0.00081272924,0.000033767803,0.00019957399,0.000101681595,0.003003325,0.001307126],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020921463,0.00026484192,0.029928407,0.0016104981,0.0001659774,0.00024279351,0.10679705,0.0000039601537,0.00002248183,0.0011467916,0.006897946,0.8508271],"study_design_scores_gemma":[0.0028113301,0.0005111915,0.007141053,0.0018425168,0.00022394997,6.382473e-7,0.4224925,0.0000039279107,0.000006695085,0.00010996665,0.5640251,0.00083109614],"about_ca_topic_score_codex":0.0008833325,"about_ca_topic_score_gemma":0.005102892,"teacher_disagreement_score":0.84999603,"about_ca_system_score_codex":0.00070005405,"about_ca_system_score_gemma":0.00076539075,"threshold_uncertainty_score":0.9998052},"labels":[],"label_agreement":null},{"id":"W7115822270","doi":"","title":"Liquid Electron Microscopy for Biomaterials Characterization","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Ionic liquid; Biological materials; Workflow; Biomineralization; Biological fluids; Soft materials; Human bone","score_opus":0.007367620504883386,"score_gpt":0.2805614260628984,"score_spread":0.27319380555801503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822270","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160134,0.00026572632,0.053045314,0.00013879906,0.0009561566,0.0032058603,0.0013030451,0.00051763724,0.024554053],"genre_scores_gemma":[0.0074322484,0.0008150141,0.002507535,0.0000941532,0.00036115656,0.00006936545,0.034386892,0.00017852406,0.9541551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987897,0.000026900043,0.0001936931,0.00056228635,0.00006912399,0.00035827776],"domain_scores_gemma":[0.99931043,0.000006498274,0.00022751071,0.00027829665,0.00011793242,0.000059346767],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049814043,0.00028959382,0.00023332071,0.00010292721,0.00017316942,0.000040300394,0.00030865692,0.00043075273,0.000959873],"category_scores_gemma":[0.000008392184,0.00035423855,0.00014402943,0.00023076787,0.000027218919,0.000008761397,0.00004986905,0.0000653721,0.000027813043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008183786,0.000027673153,0.0000048817305,0.000094289426,0.000054582604,9.90269e-7,0.000025793777,0.0000016489487,0.9879712,0.00018188088,0.0013259253,0.009492763],"study_design_scores_gemma":[0.00019149073,0.00027788567,0.000031200943,0.00002681974,0.000038415863,5.8844734e-7,0.000056486802,0.0000017335652,0.56032896,0.000022400929,0.4388164,0.00020764399],"about_ca_topic_score_codex":0.000011059301,"about_ca_topic_score_gemma":0.00011581565,"teacher_disagreement_score":0.9296011,"about_ca_system_score_codex":0.000063058746,"about_ca_system_score_gemma":0.0001067583,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W7115822335","doi":"","title":"THE ASSOCIATION BETWEEN PHARMACARE, PRESCRIPTION CONTRACEPTION AND ABORTION IN ONTARIO YOUTH: A TIME-SERIES ANALYSIS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Abortion; Family planning; Unintended pregnancy; Medical prescription; Developed country; Population; Confidentiality; Birth control","score_opus":0.014222706380798426,"score_gpt":0.24014375847558025,"score_spread":0.22592105209478183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822335","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8468061,0.000714526,0.00014800069,0.0005015882,0.00043971583,0.0015561233,0.000063042295,0.00008762274,0.14968325],"genre_scores_gemma":[0.20699403,0.00051656563,0.000039054667,0.00003259161,0.00015302023,0.000007546833,0.002063682,0.000015099396,0.7901784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817055,0.00021547162,0.00039002587,0.00055472215,0.00034873642,0.00032050154],"domain_scores_gemma":[0.99883235,0.000081205835,0.0004331467,0.00022666556,0.00032488877,0.000101759],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036698394,0.00026631457,0.00054797163,0.00048252358,0.00026419378,0.000083054256,0.00009665968,0.00042201087,0.0027733012],"category_scores_gemma":[0.00007565835,0.00025438567,0.00018389926,0.00092653633,0.000026947486,0.00034307188,0.000022832457,0.0006577008,0.000015772954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032440845,0.00007536355,0.70719194,0.00020782452,0.0015475932,0.000013000652,0.003169963,0.000023444973,0.0004311166,0.00009974862,0.00023080474,0.28376514],"study_design_scores_gemma":[0.00160252,0.00011885148,0.90598243,0.00018994733,0.0047854693,4.542467e-7,0.003630102,0.00007545604,0.000108841516,0.000036825728,0.08326301,0.00020607722],"about_ca_topic_score_codex":0.014832525,"about_ca_topic_score_gemma":0.2813612,"teacher_disagreement_score":0.6404952,"about_ca_system_score_codex":0.0016727002,"about_ca_system_score_gemma":0.00037229713,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W7115822512","doi":"","title":"Achieving triple bottom line outcomes through strategic reputation management: A role for communications leadership","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Triple bottom line; Stakeholder; Stakeholder management; Thematic analysis; Line management; Strategic management; Reputation management; Senior management","score_opus":0.09621184247997715,"score_gpt":0.2652538545288894,"score_spread":0.16904201204891223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037212826,0.0019075425,0.0144081665,0.0060550543,0.0066980757,0.010299957,0.000234689,0.0018679757,0.9213157],"genre_scores_gemma":[0.09706165,0.0007443004,0.0037043085,0.0005106391,0.00062463986,0.000057614627,0.0082142325,0.00025106006,0.88883156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99598426,0.00014294582,0.0010384158,0.0012522065,0.0006321338,0.00095007056],"domain_scores_gemma":[0.99596,0.0002696019,0.0018956747,0.0010722392,0.00074603833,0.00005644748],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059164094,0.00088903087,0.00091032527,0.0009447536,0.002163829,0.0015849401,0.0016577347,0.0006596887,0.0065699155],"category_scores_gemma":[0.00007539135,0.001089401,0.0007345801,0.003330276,0.00018290101,0.0037791503,0.0006479666,0.0007588781,0.00080545404],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003561215,0.0021482205,0.021212904,0.027978985,0.0062733577,0.0003763718,0.00769818,0.010903499,0.00040126356,0.37582564,0.0055967085,0.53802365],"study_design_scores_gemma":[0.010868861,0.00024385937,0.021190155,0.0036768757,0.008184092,0.000004079578,0.41165185,0.035282116,0.00003148878,0.046843015,0.45820603,0.0038175746],"about_ca_topic_score_codex":0.0014478224,"about_ca_topic_score_gemma":0.008713457,"teacher_disagreement_score":0.5342061,"about_ca_system_score_codex":0.00031421232,"about_ca_system_score_gemma":0.00013959635,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W7115822540","doi":"","title":"Optimizing Nursing Potential Within a Public Health Approach to Embrace Palliative Care","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Palliative care; Thematic analysis; Public health; Health care; Health promotion; Public health nursing; Qualitative research; Compassion","score_opus":0.08785988650888127,"score_gpt":0.34471029027350114,"score_spread":0.2568504037646199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009133281,0.004322922,0.0139973415,0.00058901444,0.0007555767,0.0012576259,0.00011093387,0.0001471138,0.9696862],"genre_scores_gemma":[0.062129393,0.0005608408,0.07167581,0.0006194054,0.00026967408,0.000008792512,0.0032799197,0.00011759292,0.86133856],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99771243,0.00016713707,0.00040654212,0.0007383851,0.00046671997,0.0005088075],"domain_scores_gemma":[0.99820834,0.000045189656,0.0004258775,0.00036319444,0.0005664158,0.00039096837],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010593913,0.0004584377,0.0009566871,0.00065309496,0.0002046362,0.0000506541,0.0003452722,0.00036533503,0.0014741736],"category_scores_gemma":[0.000070456794,0.0005038694,0.00029623232,0.0011963117,0.00005507255,0.00016286777,0.000070913906,0.0005596767,0.000012897655],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028053138,0.00087786955,0.0020974448,0.008965068,0.0016441977,0.00023142956,0.3251609,0.0018460228,0.00042629763,0.005154169,0.00350376,0.64728755],"study_design_scores_gemma":[0.004091018,0.00076908444,0.0016138537,0.018184526,0.0009265848,0.000004520446,0.71797556,0.00082168815,0.0014984857,0.000030518142,0.2530682,0.0010159482],"about_ca_topic_score_codex":0.00027433626,"about_ca_topic_score_gemma":0.00030675298,"teacher_disagreement_score":0.6462716,"about_ca_system_score_codex":0.0010560788,"about_ca_system_score_gemma":0.0013610728,"threshold_uncertainty_score":0.9997413},"labels":[],"label_agreement":null},{"id":"W7115822570","doi":"","title":"Portrait of an African Canadian Pastor, Chaplain, and Activist","year":2022,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Racism; Faith; Praxis; Methodism; Portrait; Harmony (color); History of religions; Civil rights","score_opus":0.018029806052204434,"score_gpt":0.17288477123219131,"score_spread":0.15485496517998687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822570","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19902253,0.0000591366,0.000005966121,0.00024295026,0.00015162288,0.00009484381,0.00009684162,0.00002189795,0.80030423],"genre_scores_gemma":[0.7865978,0.000011063998,0.000022724573,0.00014071562,0.00005557949,7.5255167e-7,0.000014625237,0.000010777079,0.21314599],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927187,0.00005475208,0.00009157369,0.00020832966,0.00015284897,0.00022064206],"domain_scores_gemma":[0.9995692,0.000009254497,0.000063756626,0.00014002228,0.000028816596,0.00018896631],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005983097,0.00011111204,0.00013457634,0.00015490496,0.00053516857,0.000037827966,0.00017964696,0.000019306224,0.08492105],"category_scores_gemma":[9.007938e-7,0.00012124113,0.000043575852,0.00007274665,0.00013317262,0.00015939481,0.00008163945,0.00009862914,0.0000047021717],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025161298,0.00027293063,0.0015399546,0.00007269357,0.00021877166,0.00038826137,0.47482932,0.00011614472,0.00015261855,0.34291577,0.010484397,0.1687575],"study_design_scores_gemma":[0.00024999277,0.00016710247,0.0003240129,0.0000027541748,0.000021076436,0.0000055769247,0.22831275,0.00003363345,0.000018099441,0.00013631662,0.7706105,0.00011818143],"about_ca_topic_score_codex":0.090542935,"about_ca_topic_score_gemma":0.0749021,"teacher_disagreement_score":0.7601261,"about_ca_system_score_codex":0.00016587303,"about_ca_system_score_gemma":0.00010584866,"threshold_uncertainty_score":0.9419785},"labels":[],"label_agreement":null},{"id":"W7115822575","doi":"","title":"PROGNOSIS OF CARDIAC ARREST IN PATIENTS RECEIVING HOME CARE IN ONTARIO, CANADA","year":2022,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cardiopulmonary resuscitation; MEDLINE; Myocardial infarction; Sudden cardiac arrest; Resuscitation; Ventricular fibrillation","score_opus":0.004666506040269601,"score_gpt":0.1795186063704237,"score_spread":0.17485210033015408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88105536,0.0018543538,3.52733e-7,0.0000098961655,0.003313591,0.002815588,0.00015640406,0.00001755011,0.11077689],"genre_scores_gemma":[0.9298971,0.00018116887,0.00004309744,0.000018429451,0.000053542502,0.000021726062,0.0021783905,0.00012297746,0.06748353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99465823,0.0007148582,0.0008624745,0.0012836447,0.001571753,0.00090903364],"domain_scores_gemma":[0.9976825,0.00018388365,0.0005648081,0.00083478744,0.00041250658,0.0003215071],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031179102,0.00083849754,0.0022943662,0.0010803636,0.00014988332,0.000030294434,0.00070520176,0.00049083336,0.048325732],"category_scores_gemma":[0.00009274004,0.0011492528,0.0008266986,0.0021647238,0.00007913502,0.00029424526,0.00042667057,0.0014708621,0.000006027016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002669406,0.00033265393,0.8223464,0.0019172981,0.00061309285,0.0008398878,0.0073729954,0.0005743631,0.000023332615,0.0000049780842,0.00013504729,0.16317058],"study_design_scores_gemma":[0.0059844325,0.00056092674,0.882848,0.0031113706,0.0012074502,6.5161936e-7,0.0330412,0.000011126937,0.0001766686,7.8191016e-7,0.07216958,0.0008878091],"about_ca_topic_score_codex":0.9833963,"about_ca_topic_score_gemma":0.9990005,"teacher_disagreement_score":0.16228276,"about_ca_system_score_codex":0.013626459,"about_ca_system_score_gemma":0.0057523632,"threshold_uncertainty_score":0.99988407},"labels":[],"label_agreement":null},{"id":"W7115822640","doi":"","title":"Climate Change and Six Nations","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Ministère de l’Environnement, de la Protection de la nature et des Parcs; Natural Resources Canada; McMaster University","keywords":"Climate change; Political economy of climate change; Ecological forecasting; Global warming; Indigenous; Effects of global warming; Climate model","score_opus":0.020316781353043222,"score_gpt":0.22437045720661725,"score_spread":0.20405367585357403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047037687,0.00024604858,0.0000011078727,0.00014572727,0.0004116344,0.0001932938,0.000029501818,0.00007195192,0.95186305],"genre_scores_gemma":[0.060733758,0.0019946864,0.00013100212,0.00012563767,0.00008295268,0.0000054906036,0.000074065385,0.000030071134,0.93682235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989423,0.000018975497,0.00009237301,0.00044649784,0.00022165498,0.0002781721],"domain_scores_gemma":[0.99971247,0.00002427475,0.00005808164,0.0001198578,0.000008653991,0.000076656055],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000056323184,0.00019601312,0.00015493132,0.00011013766,0.00032720793,0.000073399155,0.00021938344,0.00011707661,0.08105613],"category_scores_gemma":[0.0000058042897,0.00019351052,0.00006154648,0.0006453374,0.000116060226,0.00033202567,0.00026170284,0.00015355312,0.0014269454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007167244,0.00007018706,0.019270187,0.0004084438,0.000075544456,0.00021713227,0.013136041,0.000010521008,0.00038802283,0.00692714,0.0046295174,0.9547956],"study_design_scores_gemma":[0.00028625663,0.000081964616,0.050005473,0.0002983541,0.00024311674,0.0000055998325,0.029369077,0.00019434834,0.00009053939,0.00033770362,0.9184874,0.0006001436],"about_ca_topic_score_codex":0.00019180049,"about_ca_topic_score_gemma":0.009228347,"teacher_disagreement_score":0.95419544,"about_ca_system_score_codex":0.000107700194,"about_ca_system_score_gemma":0.000006178643,"threshold_uncertainty_score":0.99935055},"labels":[],"label_agreement":null},{"id":"W7115822644","doi":"","title":"DNA PROFILING AND POPULATION HISTORY IN CONSERVATION","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mitochondrial DNA; Microsatellite; Population; Minisatellite; Demographic history; Population genetics; Phylogenetics; DNA profiling","score_opus":0.010919995325596501,"score_gpt":0.19692424081956333,"score_spread":0.18600424549396682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822644","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8590737,0.0005157609,0.00001229025,0.000018692152,0.00024201362,0.00021356506,0.00001845161,0.000012866865,0.13989264],"genre_scores_gemma":[0.37533057,0.00023808639,0.0005102935,0.00019023403,0.00009463114,9.77735e-7,0.0046045505,0.000028580782,0.61900204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991838,0.000062833984,0.00013859085,0.00036798575,0.0001055428,0.00014124751],"domain_scores_gemma":[0.99965626,0.000004397221,0.00011398779,0.00013559527,0.000039091923,0.000050659095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003985386,0.00018236256,0.00015811171,0.00013570736,0.00005491378,0.000014223602,0.0001153966,0.00040168333,0.0067158877],"category_scores_gemma":[0.0000072187304,0.00023616235,0.000050648112,0.00010121137,0.000024216251,0.000011238028,0.000030865962,0.00013449336,0.000006336207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005302044,0.000164846,0.3613167,0.0009800815,0.00030578583,0.00011268951,0.0027368497,0.0010304424,0.05150422,0.0018818422,0.011453679,0.5632108],"study_design_scores_gemma":[0.0010485112,0.00007776413,0.19401035,0.000075718825,0.00007338981,0.0000044540216,0.0010694666,0.00006381673,0.0016976229,0.00008435517,0.8013509,0.0004436394],"about_ca_topic_score_codex":0.0002419053,"about_ca_topic_score_gemma":0.002466962,"teacher_disagreement_score":0.78989726,"about_ca_system_score_codex":0.00009236377,"about_ca_system_score_gemma":0.00008055745,"threshold_uncertainty_score":0.9941921},"labels":[],"label_agreement":null},{"id":"W7115822773","doi":"","title":"Event-Aware Imputation and Prediction of Urban Traffic Using Deep Spatiotemporal Learning Models","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Imputation (statistics); Scalability; Generative grammar; Missing data; Deep learning; Event (particle physics); Hidden Markov model; Graph","score_opus":0.012540047584339098,"score_gpt":0.19380604391484305,"score_spread":0.18126599633050394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822773","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.116037644,0.0006034597,0.68350214,0.00000764689,0.0009710721,0.0009100297,0.00008320569,0.004249434,0.19363536],"genre_scores_gemma":[0.96243894,0.00023375302,0.0008130735,0.000002969956,0.000032373016,0.0000016557783,0.00051511737,0.00003603752,0.035926085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915767,0.000044241686,0.00023866832,0.00025164676,0.00015423322,0.00015351993],"domain_scores_gemma":[0.9996452,0.000013758691,0.00012279446,0.00010179129,0.0000676116,0.00004886999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000539257,0.00023335511,0.00024547463,0.00042445536,0.000089672554,0.000028789555,0.00011585224,0.0002750237,0.0003777678],"category_scores_gemma":[0.0000028069167,0.0003087699,0.00008119178,0.00034025472,0.000017806773,0.00035627617,0.000028777431,0.00027582527,6.833952e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005639214,0.000021524143,0.00013370045,0.0009002914,0.00016777558,0.000007417556,0.0010480318,0.6041389,0.0001550205,0.00038007132,0.0005629713,0.3924279],"study_design_scores_gemma":[0.0004343391,0.0000500479,0.00030056108,0.0003589284,0.00022864837,8.964136e-7,0.0027708367,0.988764,0.00023473974,0.000024639643,0.006631196,0.00020116681],"about_ca_topic_score_codex":0.000033219294,"about_ca_topic_score_gemma":0.00017672716,"teacher_disagreement_score":0.8464013,"about_ca_system_score_codex":0.00014745846,"about_ca_system_score_gemma":0.000033390377,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W7115822779","doi":"","title":"Rhetoric, Spatiality, and the First-Century Synagogue: The Description and Narrative Use of Jewish Institutions in the Works of Flavius Josephus","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Josephus; Judaism; Rhetorical question; Ideology; Context (archaeology); Presentation (obstetrics); Narrative","score_opus":0.051943653275229325,"score_gpt":0.22646620447988108,"score_spread":0.17452255120465177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822779","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3992368,0.019141324,0.00008621381,0.0025246937,0.002366597,0.0020448684,0.00014298162,0.000039721723,0.5744168],"genre_scores_gemma":[0.96026516,0.0013915023,0.00001054674,0.00006327894,0.000084860796,0.0000054103702,0.000037010206,0.0000071509535,0.038135074],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911815,0.00023499034,0.00019974684,0.00016662951,0.00016067938,0.000119817974],"domain_scores_gemma":[0.9991603,0.00027457016,0.00023157033,0.00014848035,0.00016414946,0.000020927851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019137994,0.00016139942,0.00029509753,0.00007194889,0.0007800901,0.00004251158,0.00022906878,0.000115375384,0.00069422246],"category_scores_gemma":[0.000050520375,0.00008987754,0.00006726531,0.000115141826,0.0016879564,0.00022679442,0.0001180682,0.00029883496,6.6482863e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000832788,0.000093540424,0.0012868916,0.00013057522,0.00020895792,0.000010324548,0.65201336,0.000022433209,6.771625e-7,0.30897757,0.001758451,0.034664426],"study_design_scores_gemma":[0.0009803255,0.000097857206,0.003477439,0.00017430498,0.00027036355,0.0000015480334,0.16613506,0.00002457845,7.4918074e-7,0.0034753478,0.82522094,0.00014148332],"about_ca_topic_score_codex":0.0030360594,"about_ca_topic_score_gemma":0.19301932,"teacher_disagreement_score":0.8234625,"about_ca_system_score_codex":0.00006533361,"about_ca_system_score_gemma":0.00005082778,"threshold_uncertainty_score":0.821706},"labels":[],"label_agreement":null},{"id":"W7115822780","doi":"","title":"The New Sponsor States: Economic Nationalism & Venture Capital in Quebec and Scotland, 1990-2017","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Venture capital; Entrepreneurship; Public policy; Government (linguistics); Capital (architecture); Private sector; Public sector; Industrial policy; Investment (military)","score_opus":0.00999377250548698,"score_gpt":0.2413528013672489,"score_spread":0.23135902886176193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11289208,0.0009953222,0.0000028984807,0.0015868491,0.0011854576,0.0003883969,0.00013123712,0.000024312118,0.8827934],"genre_scores_gemma":[0.050809577,0.00053639145,0.0000059062554,0.000028835328,0.00030795994,9.62124e-7,0.00006172653,0.000012058799,0.9482366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988702,0.00012550196,0.00015044476,0.0002943517,0.0002141626,0.00034535813],"domain_scores_gemma":[0.99920446,0.00014899389,0.0002554928,0.00018194791,0.00003257553,0.00017653027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018870502,0.00017165855,0.00021728237,0.00005050824,0.0007331871,0.00035477543,0.0005214053,0.0002538477,0.0036161144],"category_scores_gemma":[0.00006084752,0.00015640949,0.00007402316,0.000052496573,0.00018104028,0.0003660089,0.000037212863,0.00022711288,0.00006570972],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034050088,0.000037195612,0.005623297,0.00010548123,0.00013097211,0.00017749077,0.026456855,0.000018306046,0.000006184003,0.7338748,0.022864144,0.21036474],"study_design_scores_gemma":[0.00041590325,0.000010278308,0.017548708,0.00013695318,0.000018991257,5.613725e-7,0.008104904,0.0000068964305,0.0000025279091,0.0015157762,0.97205037,0.00018814867],"about_ca_topic_score_codex":0.55211854,"about_ca_topic_score_gemma":0.9592812,"teacher_disagreement_score":0.9491862,"about_ca_system_score_codex":0.0005417299,"about_ca_system_score_gemma":0.00079457613,"threshold_uncertainty_score":0.9972947},"labels":[],"label_agreement":null},{"id":"W7115822840","doi":"","title":"ALLERGEN SPECIFIC B CELLS IN MURINE MODELS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Epitope; Immunotherapy; Immunoglobulin E; Splenocyte; Antigen; Allergen; Allergy; Antibody; Immune system","score_opus":0.018515026168393095,"score_gpt":0.2104535401783445,"score_spread":0.1919385140099514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02178312,0.0003323078,0.00046542456,0.00009799207,0.00058570603,0.00050493376,0.000025793235,0.00007240616,0.97613233],"genre_scores_gemma":[0.027215064,0.0016364771,0.00055004214,0.00010112005,0.00010250641,9.4662386e-7,0.0013190741,0.00004044037,0.9690343],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985803,0.000058731308,0.00029223235,0.00051555346,0.00026777215,0.00028543494],"domain_scores_gemma":[0.9992958,0.000026520669,0.00013111896,0.0002889416,0.00014621737,0.000111426314],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051349933,0.00032110017,0.0005256485,0.0004599336,0.0000645344,0.000024863095,0.00016571653,0.00040701395,0.045264967],"category_scores_gemma":[0.000003992968,0.00036428135,0.0001674196,0.00060930825,0.000018887456,0.00014330611,0.00004752834,0.00040166682,0.00007664674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076055517,0.001408616,0.0008397112,0.002926118,0.0011316097,0.0106165605,0.008254054,0.009969964,0.0059808446,0.022707857,0.06534898,0.86321014],"study_design_scores_gemma":[0.004649195,0.00016256311,0.0026273874,0.0016353253,0.00023308457,0.000013032214,0.0069998354,0.00474614,0.0016086042,0.00045426132,0.9761224,0.0007481955],"about_ca_topic_score_codex":0.00014602252,"about_ca_topic_score_gemma":0.0014743118,"teacher_disagreement_score":0.9107734,"about_ca_system_score_codex":0.00025545206,"about_ca_system_score_gemma":0.00017843871,"threshold_uncertainty_score":0.9998809},"labels":[],"label_agreement":null},{"id":"W7115822845","doi":"","title":"iGeriCare Usability","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Usability; eHealth; Quality (philosophy); Telehealth; System usability scale; Quality of life (healthcare)","score_opus":0.014024620893039831,"score_gpt":0.2479769026256238,"score_spread":0.23395228173258398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822845","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04691411,0.00006703039,0.000035639237,0.0002760357,0.0009952931,0.00040331707,0.000028166678,0.0005572242,0.9507232],"genre_scores_gemma":[0.053439714,0.00006459082,0.0006643196,0.000052615032,0.00024408936,0.0000016527425,0.0001020906,0.00003597427,0.94539493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979761,0.00022288028,0.00018572048,0.00067134766,0.00041794652,0.0005259727],"domain_scores_gemma":[0.9988058,0.000061974504,0.00021876486,0.000444809,0.00029488376,0.00017373847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017920382,0.0002916963,0.00034039453,0.00021153147,0.0006900526,0.00006758922,0.0010742778,0.0009205892,0.16522369],"category_scores_gemma":[0.00012906453,0.0003580151,0.00018194958,0.00096240494,0.00053852296,0.00028717224,0.00010275521,0.00044306606,0.00061228336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020059776,0.00012693867,0.006981024,0.00013614038,0.0001497123,0.00011019169,0.029966813,4.5812968e-7,0.000048561462,0.010069031,0.01471329,0.93749726],"study_design_scores_gemma":[0.00027051836,0.000046862504,0.0030071053,0.00008106085,0.000077978075,3.8877158e-7,0.060162496,0.0000013960151,0.00013888041,0.00054080226,0.93531257,0.0003599291],"about_ca_topic_score_codex":0.0022463412,"about_ca_topic_score_gemma":0.08461586,"teacher_disagreement_score":0.9371373,"about_ca_system_score_codex":0.00050499005,"about_ca_system_score_gemma":0.00043223958,"threshold_uncertainty_score":0.99988717},"labels":[],"label_agreement":null},{"id":"W7115822924","doi":"","title":"Tectonic and Paleomagnetic Study of the Newfoundland Margin","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paleomagnetism; Margin (machine learning); Tectonics; Plate tectonics; Sequence (biology)","score_opus":0.006578757685554532,"score_gpt":0.19665484779105383,"score_spread":0.1900760901054993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822924","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72353154,0.0023466467,0.000002702229,0.000025518611,0.00029823036,0.0005232085,0.000024394594,0.000008180568,0.27323958],"genre_scores_gemma":[0.4478068,0.0003432189,0.000022343982,0.000014817249,0.000032822223,0.0000027906735,0.000049483602,0.000013032027,0.55171466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988445,0.0001286641,0.00018900119,0.00048110352,0.0001391047,0.00021759921],"domain_scores_gemma":[0.99926156,0.000018914407,0.00016565064,0.0004246851,0.00008341478,0.000045782966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047605718,0.00029849514,0.00029911593,0.00008744312,0.00018166956,0.000022899429,0.00040994378,0.00024389866,0.0019700252],"category_scores_gemma":[0.000017514269,0.00026135592,0.0001061988,0.0002830956,0.00007712078,0.0000039665215,0.0002790796,0.00017523552,0.0000021477538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00208243,0.0011856419,0.40068927,0.0021427185,0.0016665722,0.00010103342,0.004973645,0.00009452367,0.029374653,0.00036575823,0.0047046808,0.55261904],"study_design_scores_gemma":[0.0043429853,0.0025158064,0.69845855,0.0002959073,0.0009800042,0.00000903515,0.016705068,0.000010222192,0.0010838144,0.000062207866,0.27475998,0.0007763965],"about_ca_topic_score_codex":0.00046785144,"about_ca_topic_score_gemma":0.04604096,"teacher_disagreement_score":0.55184263,"about_ca_system_score_codex":0.000012152611,"about_ca_system_score_gemma":0.00009331568,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W7115822990","doi":"","title":"To speak or not to speak: How public relations can influence authentic corporate social advocacy and support organizational reputation","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Normative; Autonomy; Stakeholder; Business ethics; Corporate social responsibility; Politics; Social responsibility","score_opus":0.02882180139382596,"score_gpt":0.2693838719402297,"score_spread":0.24056207054640377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115822990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60993826,0.00006805315,0.0040606917,0.06222064,0.0016136785,0.0035531388,0.00037870117,0.00048003407,0.31768683],"genre_scores_gemma":[0.53824013,0.00007047224,0.0006410415,0.00031324424,0.0001455096,0.000007820659,0.00082234235,0.000058515074,0.4597009],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545914,0.00066505995,0.00071706687,0.0012778309,0.0011248451,0.00075607037],"domain_scores_gemma":[0.9959856,0.00023541188,0.00087789894,0.0005527117,0.0015980907,0.0007502469],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070354016,0.00062972534,0.0005754958,0.0012804718,0.0027704488,0.0019934925,0.0011922267,0.0006787685,0.03535462],"category_scores_gemma":[0.00061926234,0.00072868925,0.00018401464,0.007632299,0.00031286347,0.0018199162,0.0005491438,0.000733686,0.00069243973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092462084,0.0005777503,0.015046879,0.0004662593,0.00096326164,0.00017015422,0.48287073,0.0011107139,0.0007887484,0.24071775,0.011850749,0.24451238],"study_design_scores_gemma":[0.0010726405,0.00038877694,0.08697144,0.0003645614,0.0008802067,0.00001257132,0.21261026,0.0010480405,0.0000402472,0.0021006542,0.6927788,0.0017317864],"about_ca_topic_score_codex":0.0010340553,"about_ca_topic_score_gemma":0.017043222,"teacher_disagreement_score":0.68092805,"about_ca_system_score_codex":0.0011023198,"about_ca_system_score_gemma":0.0036021806,"threshold_uncertainty_score":0.9995164},"labels":[],"label_agreement":null},{"id":"W7115823025","doi":"","title":"Childhood Cognition & Adult Outcomes of ELBW Survivors","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Socioeconomic status; Low birth weight; Cognition; Depression (economics); Cognitive skill; Association (psychology); Cohort; Birth weight","score_opus":0.012721241915329978,"score_gpt":0.22223339996201258,"score_spread":0.2095121580466826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2575548,0.000037856647,0.000085672626,0.000053237934,0.0006696171,0.00037245214,0.0002983584,0.000099487064,0.7408285],"genre_scores_gemma":[0.381078,0.00039597703,0.00002009608,0.000092680035,0.000035474673,0.000001792964,0.000050339746,0.000041655774,0.618284],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829483,0.00016461455,0.00026674735,0.00056080014,0.00040079604,0.00031223916],"domain_scores_gemma":[0.99882525,0.00022666517,0.00040278118,0.0003009669,0.00014042713,0.00010391068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013354176,0.00033363042,0.00042312065,0.0002591153,0.00013688154,0.000030222312,0.00050057744,0.00026491066,0.037558097],"category_scores_gemma":[0.0001491861,0.0002994047,0.00026539539,0.0003946226,0.00007881847,0.00021592712,0.00007017766,0.00020404303,0.00015887407],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014126156,0.00032798693,0.0072231335,0.00021383914,0.0001326156,0.00021546421,0.0008918067,0.0000021000094,0.03713352,0.0036759032,0.00013676699,0.94863427],"study_design_scores_gemma":[0.008518064,0.0010115268,0.26401877,0.0021337387,0.0011087805,0.000028970753,0.011459624,0.000036248344,0.57988435,0.001223992,0.12763515,0.0029407605],"about_ca_topic_score_codex":0.00016916645,"about_ca_topic_score_gemma":0.0010494752,"teacher_disagreement_score":0.9456935,"about_ca_system_score_codex":0.000055445427,"about_ca_system_score_gemma":0.00010097084,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W7115823081","doi":"","title":"EFFECTS OF BICYCLING ON THE KNEE: A COMPUTATIONAL STUDY","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Knee Joint; Knee pain; Squatting position; Kinematics; Gait; Saddle; Work (physics); Joint (building)","score_opus":0.011667057473175492,"score_gpt":0.22206229648848172,"score_spread":0.21039523901530624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64779425,0.0001391717,0.000044830118,0.00015473895,0.00034512812,0.0024057217,0.000013301402,0.00007898145,0.34902388],"genre_scores_gemma":[0.7053501,0.0000072071575,0.0001930747,0.00012930148,0.00007473404,0.0000050712274,0.0002154305,0.000039352122,0.29398575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989742,0.000087962806,0.00015764189,0.00030497106,0.0003327016,0.00014252134],"domain_scores_gemma":[0.9993373,0.00019569065,0.0001624102,0.0001397131,0.00007979329,0.00008505079],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034233693,0.00023870668,0.00038841,0.00012540701,0.000094591574,0.00001375713,0.00012129133,0.00012498842,0.0061244247],"category_scores_gemma":[0.000023240034,0.00019238991,0.00016893032,0.00032053943,0.0000217882,0.00003786587,0.000030627834,0.0002649038,0.00007353294],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012524546,0.00421503,0.003632308,0.0024775476,0.0025097076,0.0049666,0.015334057,0.00014354452,0.005740555,0.014965692,0.0008492004,0.9326412],"study_design_scores_gemma":[0.13675874,0.14523031,0.05974796,0.016816655,0.02437618,0.000073831055,0.24228618,0.0014496536,0.079797156,0.0023073298,0.28664732,0.004508669],"about_ca_topic_score_codex":0.000013857336,"about_ca_topic_score_gemma":0.000054526517,"teacher_disagreement_score":0.92813253,"about_ca_system_score_codex":0.00006446388,"about_ca_system_score_gemma":0.00009903834,"threshold_uncertainty_score":0.9947841},"labels":[],"label_agreement":null},{"id":"W7115823170","doi":"","title":"Women in leadership roles in Canadian public relations/communications management: \"You've (almost) come a long way, baby\"","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstacle; Diversity (politics); Equity (law); Gender equity; Public sector; Representation (politics); Inequality; Phenomenon","score_opus":0.04286707073840966,"score_gpt":0.2604775136577455,"score_spread":0.21761044291933584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033103567,0.0029786045,0.000038120426,0.011490954,0.00041871262,0.0014821385,0.00005684758,0.000121697136,0.95030934],"genre_scores_gemma":[0.5777959,0.0025243412,0.00016464767,0.00008660559,0.00003162633,0.00004674415,0.0007080107,0.00005546972,0.4185866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99324095,0.0017733057,0.001051963,0.0011126132,0.00073026604,0.0020909212],"domain_scores_gemma":[0.9960357,0.000327529,0.00047667825,0.0019422102,0.0002903572,0.0009275589],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021201433,0.0006743672,0.00071069854,0.0044649127,0.0017097313,0.0010254605,0.0042198165,0.0011058671,0.039412346],"category_scores_gemma":[0.00012713323,0.0009108851,0.000284713,0.009923695,0.0005506359,0.0023625174,0.0006881309,0.002098128,0.00090422557],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093595256,0.0005981705,0.09318583,0.00041849635,0.0005239408,0.00024620484,0.15875915,0.000287584,0.0000027846354,0.32055953,0.0008138492,0.42451087],"study_design_scores_gemma":[0.0007832525,0.00003220184,0.042935435,0.00067619234,0.00012128535,0.0000017116977,0.39974588,0.002546883,3.1190905e-7,0.0019324855,0.55050415,0.00072023674],"about_ca_topic_score_codex":0.17970127,"about_ca_topic_score_gemma":0.9702737,"teacher_disagreement_score":0.7905724,"about_ca_system_score_codex":0.008293477,"about_ca_system_score_gemma":0.002139199,"threshold_uncertainty_score":0.9998737},"labels":[],"label_agreement":null},{"id":"W7115823178","doi":"","title":"Turning Belief into Action: The Role of Relationships, Trust and Leadership in Building Shared Belief and Motivating Organizational Support: A Case Study of an Anonymous Post-Secondary Institution in Ontario","year":2014,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institution; Relevance (law); Storytelling; Organizational culture; Creating shared value; Test (biology); Organizational communication; Code (set theory)","score_opus":0.0497724692211542,"score_gpt":0.2560633042324202,"score_spread":0.206290835011266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775209,0.00019901618,0.000071037306,0.00009460335,0.00007599903,0.00080679206,0.000008129998,0.00001461216,0.021208944],"genre_scores_gemma":[0.9945044,0.000034560704,0.00044902877,0.000013958632,0.000024041467,0.0000046671953,0.00018292738,0.000020595771,0.0047658198],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99665165,0.001334536,0.0007923078,0.0005370329,0.00039979062,0.0002846608],"domain_scores_gemma":[0.9977521,0.00042980607,0.0009403599,0.00034414273,0.00041964572,0.000113973954],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011844699,0.00030100814,0.00044866305,0.00073125475,0.0013091051,0.0001543419,0.00044379634,0.00043442292,0.0029014884],"category_scores_gemma":[0.00026321763,0.00033180023,0.00005032106,0.0017177631,0.00030145812,0.0017361867,0.00019094985,0.0011584212,6.471753e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001544229,0.0005180725,0.56139654,0.00012187811,0.00007097321,0.00003645966,0.3547123,0.0009233367,0.00036863258,0.004969411,6.924843e-7,0.076727256],"study_design_scores_gemma":[0.0013486093,0.0003163536,0.30374828,0.00019863786,0.000095537594,0.000027981561,0.69112587,0.001609686,0.000025392532,0.00027471522,0.0009814552,0.00024750514],"about_ca_topic_score_codex":0.21177615,"about_ca_topic_score_gemma":0.8583131,"teacher_disagreement_score":0.64653695,"about_ca_system_score_codex":0.00049150945,"about_ca_system_score_gemma":0.00094237673,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W7115823231","doi":"","title":"GLOBAL ACTIVISM AND COLLECTIVE IDENTITIES","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Identity (music); Collective identity; Diversity (politics); Publics; Creativity; Global citizenship","score_opus":0.015117207271272427,"score_gpt":0.24694225758887625,"score_spread":0.23182505031760384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035702158,0.0001832869,0.000024210898,0.000053412423,0.00056065584,0.0002209965,0.000032857508,0.00009634693,0.96312606],"genre_scores_gemma":[0.03651133,0.0007677153,0.00002787751,0.000043953798,0.0000792297,6.192132e-7,0.00006942804,0.000008324777,0.9624915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881154,0.00018364373,0.00010047934,0.00031160575,0.00034929696,0.00024343313],"domain_scores_gemma":[0.99942064,0.000016170772,0.00013901327,0.00007961766,0.00020571207,0.00013881421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050860614,0.00018251376,0.00021071539,0.00006845765,0.00096348237,0.0001885662,0.0002471475,0.00028686383,0.029736876],"category_scores_gemma":[0.000035412726,0.00021504807,0.000091267626,0.00074777176,0.00019164155,0.0005128205,0.000046578865,0.00011139828,0.00005007702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083524827,0.00035355854,0.040237222,0.00038208254,0.0010239789,0.0007967383,0.1469572,0.000026983402,0.000053555137,0.22301605,0.35758224,0.22873513],"study_design_scores_gemma":[0.00058564893,0.000030149125,0.025195418,0.00007584166,0.00013277255,0.0000049402056,0.10790271,0.0000038716203,0.000015077574,0.003438659,0.8621569,0.0004580019],"about_ca_topic_score_codex":0.0026403961,"about_ca_topic_score_gemma":0.054959208,"teacher_disagreement_score":0.50457466,"about_ca_system_score_codex":0.0006187317,"about_ca_system_score_gemma":0.0003652824,"threshold_uncertainty_score":0.9711501},"labels":[],"label_agreement":null},{"id":"W7115823245","doi":"","title":"Lived Experiences of an Egyptian Family in the Diaspora","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lived experience; Diaspora; Storytelling; Photography; Identity (music); Reflexivity","score_opus":0.025025377704085923,"score_gpt":0.2706534244536848,"score_spread":0.24562804674959887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65302104,0.000101131125,0.000005388807,0.000062416715,0.00033737542,0.0003062088,0.00001546323,0.000025366588,0.34612557],"genre_scores_gemma":[0.8570161,0.00008729737,0.00007880185,0.00007206655,0.00006503331,0.000009860642,0.0003872256,0.00001586762,0.14226775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99754846,0.00066962803,0.0002571845,0.00036748342,0.00090484746,0.00025238833],"domain_scores_gemma":[0.9991683,0.0001180687,0.00027230976,0.00022352113,0.00014496424,0.00007282966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053895824,0.00018585219,0.00024543673,0.0002951017,0.00047833624,0.000094081006,0.001236019,0.00017810141,0.06293941],"category_scores_gemma":[0.000034431698,0.00019516984,0.00013237374,0.0013004966,0.00020967006,0.000689019,0.000029847783,0.00028787565,0.000009385061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015035216,0.00024368634,0.0013211591,0.00003700564,0.000029960915,0.00006709436,0.96472096,0.000065600536,0.000027263126,0.01799538,0.00023396655,0.015107563],"study_design_scores_gemma":[0.0002208752,0.00006369389,0.022844588,0.00001986106,0.0000367249,1.5855538e-7,0.8801935,0.00000908769,0.000016814272,0.0003171555,0.09608999,0.00018758173],"about_ca_topic_score_codex":0.025734317,"about_ca_topic_score_gemma":0.19407676,"teacher_disagreement_score":0.20399502,"about_ca_system_score_codex":0.0002203294,"about_ca_system_score_gemma":0.00052025646,"threshold_uncertainty_score":0.9807534},"labels":[],"label_agreement":null},{"id":"W7115823260","doi":"","title":"INFANT FEEDING IN HIV IN CANADA: An exploration of Healthcare Provider Perspectives: Knowledge, Attitudes and Practices Survey and Clinical and Research Priority Setting Meeting","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Focus group; Observational study; Service provider; Exploratory research; Apprehension; Confidentiality","score_opus":0.12527822186138593,"score_gpt":0.41808334279440573,"score_spread":0.2928051209330198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97885275,0.0019571,4.7556455e-7,0.0013139693,0.00009236494,0.0005239991,0.000014833923,0.000007942001,0.01723656],"genre_scores_gemma":[0.9932295,0.0018894038,0.00029542507,0.000008188094,0.000073422045,0.0000016399474,0.00004172549,0.000017922388,0.0044427873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756205,0.000823588,0.00040810616,0.0006219648,0.0003065926,0.00027767717],"domain_scores_gemma":[0.99748075,0.0008403325,0.00078908267,0.00017654932,0.00053827494,0.00017500452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027285332,0.00019591641,0.00052425155,0.00031495452,0.00023247515,0.000113003654,0.00013765575,0.00024585458,0.000088671906],"category_scores_gemma":[0.0018538643,0.00020197788,0.000020750791,0.00028960503,0.00018943247,0.00202061,0.00011325897,0.0010184412,2.1013798e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008845345,0.00008257822,0.8858129,0.0012829328,0.00004346213,0.000046636887,0.009434538,9.128568e-7,0.000032625354,0.00010099915,0.00001061966,0.10226727],"study_design_scores_gemma":[0.0010274794,0.00021223367,0.877561,0.00193535,0.00004490136,0.0000070347874,0.11768605,0.0001844808,0.000011838031,0.0000111428635,0.0011643171,0.00015417198],"about_ca_topic_score_codex":0.8378075,"about_ca_topic_score_gemma":0.99011827,"teacher_disagreement_score":0.15231079,"about_ca_system_score_codex":0.00033419195,"about_ca_system_score_gemma":0.0021246965,"threshold_uncertainty_score":0.8236419},"labels":[],"label_agreement":null},{"id":"W7115823294","doi":"","title":"Cultivating Inter-Congregational Trust in a City Context","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Ecclesiology; Context (archaeology); Boundary spanning; Frontier; Space (punctuation); Local church; Boundary (topology)","score_opus":0.03312164812074103,"score_gpt":0.29381850943222676,"score_spread":0.26069686131148573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823294","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0748993,0.00007035856,0.0010697743,0.0032092598,0.0003786169,0.00014681599,0.000014460807,0.00013494698,0.9200765],"genre_scores_gemma":[0.80920297,0.000009947134,0.00022468067,0.00021980892,0.000118151125,8.0353146e-7,0.0000037579214,0.0000072162316,0.1902127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988821,0.0002355699,0.00013009648,0.00027682655,0.00016819035,0.00030722647],"domain_scores_gemma":[0.9992446,0.0005040329,0.000021289565,0.00007414546,0.00005550722,0.00010044448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027896534,0.00009519617,0.00013637649,0.000106341,0.00016997593,0.000085241845,0.00025199517,0.00014771818,0.083964944],"category_scores_gemma":[0.00026584833,0.00010748976,0.00007487754,0.0005812774,0.00050005043,0.00033294995,0.000101479105,0.00026860175,0.000098731834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022148673,0.000027740098,0.017411374,0.000020589121,0.00001953844,0.00017690394,0.017976817,0.0000031152533,0.000052671396,0.66218805,0.001308582,0.3007925],"study_design_scores_gemma":[0.00028879565,0.000018011138,0.0010966994,0.0000970898,0.000010071826,0.0000012837116,0.06429951,0.00022564013,0.000022020742,0.0040087174,0.92978984,0.00014229232],"about_ca_topic_score_codex":0.0030384024,"about_ca_topic_score_gemma":0.009404948,"teacher_disagreement_score":0.9284813,"about_ca_system_score_codex":0.00043600885,"about_ca_system_score_gemma":0.00016126408,"threshold_uncertainty_score":0.91687244},"labels":[],"label_agreement":null},{"id":"W7115823319","doi":"","title":"Multi-proxy paleoenvironmental study of Lake Ontario coastal lagoons: Frenchman’s Bay and Lynde Creek, Ontario","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrigenous sediment; Bay; Wetland; Sediment; Silt; Peat; Land reclamation; Urbanization; Structural basin","score_opus":0.016811051138976716,"score_gpt":0.20436808512314833,"score_spread":0.18755703398417162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823319","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78306335,0.00009506776,0.0000028548359,0.000007764548,0.00025680417,0.00048986793,0.00010322722,0.000016443448,0.21596463],"genre_scores_gemma":[0.47837457,0.000021466261,0.00015107392,0.00000935286,0.000007038056,5.798766e-7,0.00087209896,0.0000033958356,0.52056044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816984,0.00024888077,0.000275979,0.0006442508,0.0002456985,0.00041532438],"domain_scores_gemma":[0.9992281,0.00013010233,0.00018056849,0.0002719706,0.00004014886,0.00014911871],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013429367,0.00033476925,0.00053496496,0.0002389782,0.00030989226,0.000039542145,0.00044877952,0.0004434016,0.15978736],"category_scores_gemma":[0.0000067719907,0.00037292248,0.00009833947,0.00020801892,0.00017506331,0.00017190863,0.00008606462,0.00080947083,0.00006554457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034017122,0.0002796397,0.98671025,0.00010980503,0.00025730522,0.00026287124,0.0073098796,0.000041598723,0.0000015547489,0.00000494232,0.00004823241,0.004633747],"study_design_scores_gemma":[0.0018404353,0.00052848435,0.9638899,0.00007556354,0.0002221913,0.00001125722,0.01624215,0.000049633294,0.0000043141654,0.00001226888,0.016828518,0.00029529113],"about_ca_topic_score_codex":0.4189728,"about_ca_topic_score_gemma":0.99996656,"teacher_disagreement_score":0.5809937,"about_ca_system_score_codex":0.000017340884,"about_ca_system_score_gemma":0.00045359693,"threshold_uncertainty_score":0.99987227},"labels":[],"label_agreement":null},{"id":"W7115823337","doi":"","title":"Assessing downstream geomorphic implications of low-impact development (LID) projects in the Spencer Creek watershed","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Impervious surface; Watershed; Hydrology (agriculture); Zoning; Stormwater; Watershed management; Land use; Urbanization; Climate change; Water resources","score_opus":0.031211498436659376,"score_gpt":0.2597528458859439,"score_spread":0.2285413474492845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823337","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029451833,0.000084750565,0.0004459839,0.00009229334,0.00007993,0.001393803,0.0002585023,0.00019356255,0.994506],"genre_scores_gemma":[0.03436565,0.000017547574,0.0017097446,0.00006416444,0.000052694148,0.000009069009,0.00025577736,0.00032383794,0.9632015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716675,0.00042354316,0.00043429533,0.0008031637,0.00048627675,0.00068599015],"domain_scores_gemma":[0.9981233,0.00011416132,0.0005881893,0.0009335238,0.00012871248,0.00011211472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030961333,0.0006126169,0.00069333345,0.0014390004,0.0001527235,0.00023535012,0.0015114828,0.00041432018,0.12228668],"category_scores_gemma":[0.000027793745,0.00052921084,0.0002234444,0.0030439212,0.00027867052,0.0003445149,0.00038844103,0.0005281156,0.0005600183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046314613,0.0027977151,0.14854386,0.0028191665,0.0027314497,0.00082799856,0.0073836646,0.00059423904,0.0024023072,0.0026489946,0.41319367,0.41559377],"study_design_scores_gemma":[0.002092623,0.00006356384,0.04280576,0.002313983,0.00027973801,0.000017490862,0.0043159495,0.000025635853,0.0003301459,0.00004989783,0.94674945,0.0009557706],"about_ca_topic_score_codex":0.0037675055,"about_ca_topic_score_gemma":0.012904127,"teacher_disagreement_score":0.53355575,"about_ca_system_score_codex":0.00083626836,"about_ca_system_score_gemma":0.0014260979,"threshold_uncertainty_score":0.9997159},"labels":[],"label_agreement":null},{"id":"W7115823377","doi":"","title":"A GIS-based Case Study of CRM Sites in the Lower Grand River Area, Ontario","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Archaic period; Resource (disambiguation); Wildlife; Period (music); Historical ecology","score_opus":0.017586933642035996,"score_gpt":0.18507107992897445,"score_spread":0.16748414628693845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8709046,0.00010707564,0.0000045690745,0.000027969516,0.00010075531,0.0003289574,0.000027303098,0.00000766103,0.12849107],"genre_scores_gemma":[0.94586957,0.000009401904,0.00003116601,0.00008191167,0.000011503104,3.6465684e-7,0.00016755886,0.000003270843,0.05382527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900365,0.0001292273,0.00015071328,0.0003191262,0.0002076459,0.00018962135],"domain_scores_gemma":[0.999583,0.0001048622,0.00012194724,0.00013166215,0.000011185397,0.00004734117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006839723,0.00020753195,0.00026558645,0.000081276645,0.00021281876,0.000008765031,0.0002931006,0.00010236764,0.05014291],"category_scores_gemma":[0.000004230083,0.00016118788,0.000082930164,0.00026774243,0.00016887797,0.000091755894,0.000025901123,0.00030691875,0.00003410812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004803546,0.00023235504,0.93876296,0.000030252884,0.00006484586,0.006735073,0.038107116,0.00053510274,0.0000011139174,0.0000044648423,0.00008038706,0.014965959],"study_design_scores_gemma":[0.0018051969,0.001296858,0.83831704,0.00004896289,0.00021280827,0.00002917376,0.12077614,0.00019458489,0.000008713478,0.000048966856,0.03693015,0.00033138625],"about_ca_topic_score_codex":0.05374525,"about_ca_topic_score_gemma":0.9117632,"teacher_disagreement_score":0.8580179,"about_ca_system_score_codex":0.000018980718,"about_ca_system_score_gemma":0.000042388536,"threshold_uncertainty_score":0.95255595},"labels":[],"label_agreement":null},{"id":"W7115823389","doi":"","title":"The accumulation and reactivity of polycyclic aromatic hydrocarbons on wildfire-influenced environmental surfaces","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pollutant; Smoke; Urban environment; Pollution; Population; Air pollutants; Ozone","score_opus":0.009334713007362862,"score_gpt":0.21638181285000385,"score_spread":0.207047099842641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8187385,0.000057595644,0.000003774557,0.000050754083,0.00012877784,0.00026508287,0.000026874903,0.000028053586,0.18070057],"genre_scores_gemma":[0.85795856,0.00009374457,0.000023896337,0.000020711595,0.0000074606255,4.3402392e-7,0.000011389922,0.000017650875,0.14186613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985878,0.00013172589,0.00021691517,0.00041395435,0.00037099636,0.0002786022],"domain_scores_gemma":[0.9989831,0.00023411319,0.0003253799,0.00036427038,1.6408009e-7,0.00009300065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011007859,0.0002949546,0.000266261,0.00007029968,0.00027950533,0.000036868692,0.00038889443,0.00021204849,0.0021406377],"category_scores_gemma":[0.000036385918,0.00025905322,0.00008114077,0.00029849063,0.0001875679,0.00025663615,0.00011372179,0.0002596644,0.000044816665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003705439,0.000106224856,0.008806552,0.000011887586,0.000109769644,0.000013328004,0.00088782964,0.000051898587,0.05651187,0.000011027527,0.000051786235,0.93306726],"study_design_scores_gemma":[0.0009728024,0.0002142621,0.95901746,0.00021750097,0.00026322686,0.0000038469525,0.003205761,0.0012593142,0.017133998,0.0004348605,0.016716348,0.00056065014],"about_ca_topic_score_codex":0.00031320704,"about_ca_topic_score_gemma":0.0014365371,"teacher_disagreement_score":0.95021087,"about_ca_system_score_codex":0.00038296863,"about_ca_system_score_gemma":0.00003480448,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W7115823534","doi":"","title":"THE ECOLOGY OF CLINICAL DECISION MAKING: PHYSICIANS’ PERCEPTIONS OF FACTORS THAT INFLUENCE CLINICAL PRACTICE DECISIONS AND IMPLICATIONS FOR PROVIDING HIGH-VALUE CARE","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Set (abstract data type); Vignette; Qualitative research; Perception; Clinical Practice; Health care; Guideline","score_opus":0.34536018566100846,"score_gpt":0.5416364461897496,"score_spread":0.19627626052874114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712822,0.0003198507,0.0017794684,0.001262512,0.0026397146,0.004072095,0.00058314553,0.000061667,0.017999364],"genre_scores_gemma":[0.9649437,0.002286967,0.010462297,0.0006160725,0.00017956804,0.000039824918,0.0003254266,0.00009387548,0.021052236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916739,0.0041025584,0.0022569809,0.0009331613,0.00044407096,0.00058931625],"domain_scores_gemma":[0.92523575,0.06701123,0.004256073,0.0009818469,0.0023173613,0.00019775351],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028374018,0.00039847067,0.0012391111,0.00022909518,0.001576541,0.000031559608,0.0009418897,0.0013957993,0.000578664],"category_scores_gemma":[0.015366527,0.00034469523,0.00043859048,0.0005221389,0.00038645518,0.0007242563,0.00037869447,0.0019088803,0.00002560552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018659919,0.00022193152,0.5692127,0.00090347946,0.0002537493,0.0000018423108,0.006651077,0.000022205608,0.000025477579,0.016354697,0.00042031202,0.4040666],"study_design_scores_gemma":[0.0011559557,0.00041912988,0.719834,0.001280526,0.00060332223,7.2473557e-7,0.16965401,0.000028836508,0.000004130655,0.0005473542,0.10621341,0.00025854577],"about_ca_topic_score_codex":0.00069183134,"about_ca_topic_score_gemma":0.0070966985,"teacher_disagreement_score":0.40380806,"about_ca_system_score_codex":0.00028092606,"about_ca_system_score_gemma":0.0021355124,"threshold_uncertainty_score":0.9999006},"labels":[],"label_agreement":null},{"id":"W7115823545","doi":"","title":"Exploring gluten-related disorders","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Irritable bowel syndrome; Gluten; Placebo; Observational study; Disease; Immune system; Gluten free; Clinical trial","score_opus":0.02967133598953331,"score_gpt":0.24464510857869085,"score_spread":0.21497377258915754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012121733,0.0012182649,0.000020795831,0.00044746976,0.00080931856,0.0006725758,0.000015681311,0.00028559615,0.98440856],"genre_scores_gemma":[0.019561142,0.0035376342,0.000048879137,0.000031955373,0.00010697539,0.000008351656,0.0007747344,0.00008421309,0.9758461],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828726,0.00003738137,0.00018530032,0.00057953136,0.00046529376,0.00044523762],"domain_scores_gemma":[0.9991828,0.00001922325,0.00006160258,0.0003174277,0.0000680656,0.00035087994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006056565,0.00032814773,0.00035155856,0.0005297497,0.000096647265,0.00006333893,0.0002079277,0.0001652545,0.062272836],"category_scores_gemma":[0.000014871712,0.00034333035,0.0003472087,0.0008038358,0.000039923198,0.00023142852,0.00012867762,0.00054649316,0.0011673091],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007996192,0.00012613305,0.00015789519,0.0023312126,0.001049538,0.0010966294,0.0007346461,0.000014499982,0.00010382024,0.0028432745,0.008956969,0.9817858],"study_design_scores_gemma":[0.0012084637,0.000149266,0.0021579308,0.00086768414,0.00086581445,0.0000024786113,0.007371428,0.000100209225,0.00006684329,0.00016731731,0.9867114,0.0003311798],"about_ca_topic_score_codex":0.00015481791,"about_ca_topic_score_gemma":0.0004909459,"teacher_disagreement_score":0.9814546,"about_ca_system_score_codex":0.00029008926,"about_ca_system_score_gemma":0.00019325338,"threshold_uncertainty_score":0.9999019},"labels":[],"label_agreement":null},{"id":"W7115823626","doi":"","title":"Invariant Epidemic Transient Decay From Radically Different Forms of Seasonal Forcing","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Whooping cough; Invariant (physics); Attractor; Epidemic model; Quasiperiodicity; Spectral analysis; Forcing (mathematics); Transient (computer programming); Measles","score_opus":0.06982436253425701,"score_gpt":0.30039349938145454,"score_spread":0.23056913684719754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4019814,0.0012551588,0.051283136,0.0009545849,0.00093987916,0.00197153,0.0007091407,0.00035520023,0.54054993],"genre_scores_gemma":[0.41405204,0.0009035222,0.007908011,0.0005965236,0.00023392255,0.00002187161,0.0011923074,0.00014288462,0.5749489],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971341,0.00031587097,0.0007966489,0.00079226075,0.00044506538,0.00051607424],"domain_scores_gemma":[0.99501574,0.0035570443,0.0006540116,0.00043809443,0.00015142882,0.00018367484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029645074,0.00060497643,0.0015337983,0.00019565658,0.00018975149,0.000021040645,0.0007620542,0.0006102757,0.019557644],"category_scores_gemma":[0.0006833528,0.00050435925,0.0006316549,0.00041478378,0.00008990048,0.000113423426,0.0002330339,0.0006315013,0.000010203379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048994045,0.0014902576,0.022802172,0.008128447,0.0057351785,0.0004338234,0.0072499784,0.00027163143,0.0027632273,0.29761767,0.012931545,0.6356767],"study_design_scores_gemma":[0.0153234685,0.0013328869,0.11917085,0.01575232,0.010021401,0.000006354915,0.025863148,0.0052474937,0.007920342,0.37201154,0.42125508,0.0060951198],"about_ca_topic_score_codex":0.00047317482,"about_ca_topic_score_gemma":0.0059093023,"teacher_disagreement_score":0.6295816,"about_ca_system_score_codex":0.0004916354,"about_ca_system_score_gemma":0.00019713004,"threshold_uncertainty_score":0.9997408},"labels":[],"label_agreement":null},{"id":"W7115823750","doi":"","title":"Engaging Young Adults in Church Leadership","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Historical Education Studies Worldwide","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Young adult; Disengagement theory; Active listening; Doors; Space (punctuation)","score_opus":0.04681300769612502,"score_gpt":0.26741415797600787,"score_spread":0.22060115027988286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052740616,0.0006886031,0.00019761374,0.0045260377,0.0010066961,0.00014341636,0.0000018215994,0.00018636412,0.98797536],"genre_scores_gemma":[0.47436324,0.00004504346,0.00010894381,0.00010208514,0.00013456153,7.6960055e-7,8.023365e-7,0.000008334113,0.5252362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870676,0.00022037653,0.00011281085,0.0003162421,0.0002561313,0.00038766587],"domain_scores_gemma":[0.99952626,0.00018688143,0.00002303689,0.00010423473,0.00004152979,0.00011805516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002953731,0.00010436574,0.00012457742,0.00022384172,0.0003455315,0.00007457036,0.0002730242,0.0000738561,0.046565197],"category_scores_gemma":[0.000087524095,0.0001239231,0.000062398685,0.0016874297,0.00017257583,0.00033213786,0.00006484254,0.00030566624,0.00039180805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059476675,0.00010975925,0.02304998,0.0001290889,0.00004795234,0.00032999952,0.2280688,0.00002389896,0.000031617685,0.052810647,0.024080075,0.6712587],"study_design_scores_gemma":[0.00016546292,0.000007654113,0.0019133677,0.000100634774,0.000009657179,4.9938865e-7,0.11191088,0.000040197992,0.0000035808118,0.00005653053,0.88565934,0.00013218133],"about_ca_topic_score_codex":0.004891569,"about_ca_topic_score_gemma":0.016930735,"teacher_disagreement_score":0.8615793,"about_ca_system_score_codex":0.0009874078,"about_ca_system_score_gemma":0.00019718941,"threshold_uncertainty_score":0.95430636},"labels":[],"label_agreement":null},{"id":"W7115823782","doi":"","title":"Provincial Midwifery Strategy: A Toolkit for Manitoba","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Variety (cybernetics); Work (physics); Service (business); Order (exchange); Health care","score_opus":0.01733930261362161,"score_gpt":0.20903649458568027,"score_spread":0.19169719197205867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823782","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000097312,0.00019813878,0.002017284,0.000041146977,0.00064144185,0.0022885555,0.005716841,0.0011713844,0.98791546],"genre_scores_gemma":[0.000041402123,0.00001615936,0.0014035499,0.000105778294,0.00075568375,0.000010906623,0.00039073062,0.0010924627,0.99618334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715537,0.00016071081,0.00028465013,0.0011608485,0.0003883224,0.0008501233],"domain_scores_gemma":[0.998422,0.00008509066,0.00040735502,0.0007249364,0.00014370267,0.00021690821],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011473536,0.00084941083,0.0008056548,0.0012536042,0.00017820636,0.00016272411,0.0011971323,0.0009184578,0.21853393],"category_scores_gemma":[0.00003302205,0.0010114035,0.00045629276,0.0011805171,0.00019421005,0.0002284303,0.000417009,0.00046566935,0.0019441112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005543054,0.0001675108,0.00012227551,0.0006421897,0.0005745606,0.00021290638,0.000030476836,0.000012637338,0.00005620869,0.019973816,0.8521207,0.12553245],"study_design_scores_gemma":[0.0024774326,0.00015572306,0.000037871345,0.0005116842,0.0005891691,0.0000039960146,0.0006731078,0.000047240956,0.000035521945,0.00016074658,0.99434245,0.00096506544],"about_ca_topic_score_codex":0.0020613815,"about_ca_topic_score_gemma":0.030116258,"teacher_disagreement_score":0.21658982,"about_ca_system_score_codex":0.0007377629,"about_ca_system_score_gemma":0.00093270245,"threshold_uncertainty_score":0.99923366},"labels":[],"label_agreement":null},{"id":"W7115823800","doi":"","title":"Union Organizing in the Northern Canadian Mining Industry","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; The arts; Representation (politics); Work (physics)","score_opus":0.014986566216144226,"score_gpt":0.22922150485501677,"score_spread":0.21423493863887255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14770387,0.00003826969,0.000001807775,0.0008750495,0.0004306514,0.00022144543,0.00002187546,0.000022681168,0.85068434],"genre_scores_gemma":[0.20360607,0.000030715142,0.000017774108,0.00043009172,0.000094995674,7.4984894e-7,0.00012419291,0.0000125650995,0.79568285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986705,0.00032210373,0.00012309631,0.00025363077,0.00024809944,0.000382535],"domain_scores_gemma":[0.9994619,0.00006181252,0.00008862315,0.00016825106,0.00010227576,0.00011716279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027111964,0.00016043878,0.00014841146,0.0003113788,0.0007392367,0.00012677637,0.0006827621,0.00055605645,0.021026077],"category_scores_gemma":[0.000042053394,0.00015539103,0.00005101723,0.0015484417,0.000037440946,0.00016646738,0.000028058119,0.0006024575,0.0000065597546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028821201,0.000090689326,0.08538061,0.000048123893,0.00012611726,0.00038301345,0.12817228,0.000045311037,0.00001505221,0.11525651,0.003949123,0.6665044],"study_design_scores_gemma":[0.00015715476,0.000006716323,0.024023661,0.00011779752,0.000034870776,8.140677e-8,0.22775312,0.0000015584843,0.000002862611,0.000046421534,0.74771214,0.00014362694],"about_ca_topic_score_codex":0.6059925,"about_ca_topic_score_gemma":0.9976283,"teacher_disagreement_score":0.743763,"about_ca_system_score_codex":0.0006260091,"about_ca_system_score_gemma":0.0016019212,"threshold_uncertainty_score":0.9798688},"labels":[],"label_agreement":null},{"id":"W7115823829","doi":"","title":"Examining everyday functioning in family-centred services for children with neurodevelopmental disorders","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Psychological intervention; Intervention (counseling); Qualitative research; Autism; International Classification of Functioning, Disability and Health; Affect (linguistics); Narrative; Autism spectrum disorder","score_opus":0.024961579942713433,"score_gpt":0.24889788928978415,"score_spread":0.2239363093470707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823829","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6348577,0.00014770456,0.000020325133,0.00001730096,0.00055021595,0.0009400861,0.000083222716,0.000060653187,0.36332276],"genre_scores_gemma":[0.35654426,0.0000177343,0.00015255336,0.000110943656,0.000046361307,0.000052968746,0.0041445293,0.000096044154,0.6388346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975281,0.000207538,0.0002727033,0.0009917603,0.00036098142,0.0006389291],"domain_scores_gemma":[0.9991651,0.0001637448,0.00017400538,0.00033244342,0.000046545883,0.00011815947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001220703,0.0004000081,0.00038263464,0.00041595532,0.00034443452,0.00006525612,0.00055267767,0.00024778675,0.12545487],"category_scores_gemma":[0.0000076021315,0.00045546665,0.00011126731,0.00081395,0.00006233138,0.00026397474,0.00012898048,0.0005845787,0.000054953165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037763333,0.00046334555,0.7622218,0.00027476673,0.0004091921,0.000052543714,0.011869301,0.0001709349,0.000056591907,0.00022575493,0.0008521112,0.2196273],"study_design_scores_gemma":[0.0028332998,0.00034325005,0.6762524,0.00007176949,0.00008457882,0.0000036767663,0.2569338,0.000019612098,0.0000061885976,0.00001470133,0.06295147,0.0004852017],"about_ca_topic_score_codex":0.0024455886,"about_ca_topic_score_gemma":0.016111942,"teacher_disagreement_score":0.2783135,"about_ca_system_score_codex":0.00029193834,"about_ca_system_score_gemma":0.00019163721,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W7115823860","doi":"","title":"Using big data and analytics to predict hospital readmissions","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Canadian Institute for Health Information","funders":"","keywords":"Big data; Analytics; Data analysis; Predictive analytics; Data collection","score_opus":0.06002590474032232,"score_gpt":0.2590956523330067,"score_spread":0.19906974759268437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28537366,0.00015550989,0.09611919,0.05470886,0.0008675928,0.002632445,0.00034960825,0.000505454,0.55928767],"genre_scores_gemma":[0.34510466,0.000069328424,0.015466791,0.00032137375,0.00022106136,3.969445e-7,0.000023875455,0.000027802338,0.63876474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999194,0.000021881857,0.00008798963,0.00034528997,0.00013871778,0.00021209297],"domain_scores_gemma":[0.99911255,0.00002619091,0.000027272008,0.00046968812,0.000033238404,0.00033105124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054421187,0.00012508944,0.00016604386,0.00012739332,0.000077864184,0.000016665846,0.00014429037,0.000049234055,0.0063760746],"category_scores_gemma":[0.000030248992,0.00008889004,0.00002943788,0.00026270503,0.00004541121,0.00015480451,0.00050383125,0.00004416126,0.00004959119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016921764,0.00018700954,0.08812366,0.00004226832,0.00029301652,0.0005763573,0.00018724172,0.0000020969649,0.0014044928,0.00036866416,0.021132134,0.8875139],"study_design_scores_gemma":[0.0015631388,0.00027408873,0.0048341868,0.00017641451,0.00035338697,0.00000948829,0.00045759077,0.00024499337,0.000103577324,0.000011066191,0.99183863,0.00013344607],"about_ca_topic_score_codex":0.000047521335,"about_ca_topic_score_gemma":0.000055822267,"teacher_disagreement_score":0.97070646,"about_ca_system_score_codex":0.00009546189,"about_ca_system_score_gemma":0.000058643163,"threshold_uncertainty_score":0.9945322},"labels":[],"label_agreement":null},{"id":"W7115823877","doi":"","title":"n/a","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Systematic review; Qualitative research; Emergency department; Focus group; Patient safety; Research design; Clinical trial","score_opus":0.03185705996416079,"score_gpt":0.2654680322294319,"score_spread":0.23361097226527108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007667764,0.00024619987,0.00004661274,0.00031923997,0.0007276514,0.00027442508,0.0000049588766,0.00010293584,0.99061024],"genre_scores_gemma":[0.0044214,0.00011246614,0.00042722677,0.000095155156,0.0006485241,9.844696e-8,0.0009234772,0.000034403878,0.9933373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907017,0.00003289081,0.00015016273,0.00032687135,0.00023886008,0.00018102348],"domain_scores_gemma":[0.99942446,0.000025151328,0.000116655334,0.00022143523,0.00010976275,0.00010252221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003160067,0.00021260825,0.00038450275,0.00018332124,0.0000765514,0.000033704433,0.00010006217,0.00023900786,0.22150482],"category_scores_gemma":[0.000018663584,0.00023143127,0.00029970024,0.00043961275,0.000014730146,0.00009031526,0.00004519428,0.0001962472,0.0002514627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012895586,0.000028828388,0.030396296,0.0011026778,0.0009641256,0.0015131934,0.00065732485,0.000012048145,0.00090141397,0.0048387847,0.012265006,0.94603074],"study_design_scores_gemma":[0.0011043996,0.000044563818,0.016054971,0.00018667892,0.00057092984,0.0000040694013,0.003854568,0.000014621186,0.00037318826,0.000019539239,0.9775517,0.0002208011],"about_ca_topic_score_codex":0.000026003932,"about_ca_topic_score_gemma":0.00017405461,"teacher_disagreement_score":0.9652867,"about_ca_system_score_codex":0.00010189693,"about_ca_system_score_gemma":0.000117037824,"threshold_uncertainty_score":0.9437493},"labels":[],"label_agreement":null},{"id":"W7115823970","doi":"","title":"PARTICIPATION MEASURE FOR KOREAN CHILDREN WITH DISABILITIES","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Internal consistency; Reliability (semiconductor); Measure (data warehouse); Adaptation (eye); Validity; Psychometrics","score_opus":0.024479352461235223,"score_gpt":0.25219498144761276,"score_spread":0.22771562898637754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115823970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37425593,0.00015196067,0.00015317475,0.00017086853,0.00016356258,0.0019151606,0.00010140619,0.000121539524,0.6229664],"genre_scores_gemma":[0.22628592,0.000012674419,0.0002230422,0.00009630545,0.00011713221,0.000013036572,0.0034750632,0.00005976949,0.76971704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884015,0.000032666412,0.00015552109,0.00038663507,0.00030725924,0.00027778407],"domain_scores_gemma":[0.9991903,0.000027186634,0.00013011279,0.00023369433,0.00024902413,0.00016969827],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068863854,0.00028728825,0.00037730925,0.00010774993,0.000101514546,0.000025677546,0.00011648869,0.00021520886,0.010970811],"category_scores_gemma":[0.00004100892,0.000258814,0.00014446114,0.00020948956,0.000060433256,0.00014635173,0.00001575915,0.00017181835,0.000019291798],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012501319,0.0008092045,0.18988885,0.0014629641,0.002033764,0.000017459699,0.0073622433,0.000063026324,0.00015041986,0.0030903763,0.014054495,0.7685659],"study_design_scores_gemma":[0.034292314,0.005887608,0.24380451,0.0022897578,0.00885882,0.000013195774,0.11291071,0.00013237594,0.0017534182,0.0015126516,0.58581287,0.0027317628],"about_ca_topic_score_codex":0.00016644203,"about_ca_topic_score_gemma":0.0062490096,"teacher_disagreement_score":0.7658341,"about_ca_system_score_codex":0.0001592384,"about_ca_system_score_gemma":0.00021236073,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W7115824042","doi":"","title":"Dose Limit Changes to the Lens of the Eye & Its Regulatory Implications","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Eye lens; Radiation protection; Ionizing radiation; Limiting; Limit (mathematics); Radiological weapon; Commission; Safety standards","score_opus":0.022194185225389813,"score_gpt":0.24494389183173954,"score_spread":0.2227497066063497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14656775,0.00039220107,0.000024194333,0.013457578,0.00069984404,0.0012260298,0.00006867313,0.00006479703,0.8374989],"genre_scores_gemma":[0.12598805,0.00008261651,0.00006319578,0.0010337553,0.00025631356,0.0000038961966,0.00008044433,0.000034597113,0.87245715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990695,0.00005685794,0.00015366415,0.00028785682,0.00023523922,0.00019686422],"domain_scores_gemma":[0.99881613,0.000029315432,0.00021829597,0.00062906346,0.00022656232,0.00008063027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007388815,0.00018902584,0.000236422,0.00015072784,0.00021883102,0.000020217956,0.00044996722,0.0001446738,0.01066851],"category_scores_gemma":[0.0000376976,0.00013365643,0.00014845877,0.00067451876,0.00005538362,0.00009785356,0.00008145956,0.00021890496,0.00012046865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007664928,0.00026283955,0.0102016805,0.00068619975,0.0008687037,0.000013809097,0.011277572,0.000031843665,0.021794008,0.0052023446,0.07264794,0.8762466],"study_design_scores_gemma":[0.0003581734,0.00006822198,0.16062725,0.00022902593,0.00030780808,0.0000019753936,0.0020988416,0.00001515174,0.005277643,0.000009443174,0.830879,0.0001275167],"about_ca_topic_score_codex":0.000040704497,"about_ca_topic_score_gemma":0.0011473082,"teacher_disagreement_score":0.8761191,"about_ca_system_score_codex":0.00011312827,"about_ca_system_score_gemma":0.00017999574,"threshold_uncertainty_score":0.99023587},"labels":[],"label_agreement":null},{"id":"W7115824121","doi":"","title":"ASSESSMENT OF HIP FRACTURE RISK IN OLDER ADULTS","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Osteoporosis; Cadaveric spasm; Bone mineral; Femur; Population; Risk assessment; Bone density","score_opus":0.012164297575545473,"score_gpt":0.283794184150677,"score_spread":0.2716298865751315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824121","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25232312,0.0005509966,0.000060489838,0.00059178617,0.00024448519,0.0017137876,0.000071431605,0.00005788365,0.744386],"genre_scores_gemma":[0.70026064,0.0006162102,0.00077243,0.00029912707,0.0000910391,0.0000037483212,0.00087754027,0.000058695245,0.29702055],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981034,0.00014818362,0.0003450306,0.0005004803,0.0005333923,0.00036952304],"domain_scores_gemma":[0.99880564,0.000074743744,0.0003097488,0.0002857742,0.00019234068,0.00033172857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011074976,0.00027562125,0.0006686668,0.00034003178,0.000056353038,0.000011200313,0.00021296195,0.00051028247,0.05127312],"category_scores_gemma":[0.000045779525,0.00027998284,0.00017890385,0.0007402341,0.000035531815,0.000085409905,0.000051444393,0.001338227,0.00003244611],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068461993,0.0010135509,0.30346465,0.011051841,0.00029756644,0.0013109336,0.0050543374,0.000024949932,0.00037507722,0.00022091383,0.004150615,0.6661894],"study_design_scores_gemma":[0.0065798457,0.00055991096,0.80822754,0.0019317324,0.00021968488,0.0000040635055,0.01159782,0.00038370633,0.00041728918,0.000009771833,0.16976394,0.0003047089],"about_ca_topic_score_codex":0.0010661053,"about_ca_topic_score_gemma":0.0019675035,"teacher_disagreement_score":0.6658847,"about_ca_system_score_codex":0.00026960697,"about_ca_system_score_gemma":0.00075872726,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W7115824167","doi":"","title":"Keeping It Consistent: Assessing Measurement Repeatability of a Novel Anisotropic Phantom for Higher Order Diffusion Tensor MRI Sequences","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kurtosis; Diffusion MRI; Repeatability; Fractional anisotropy; Imaging phantom; Anisotropy; Intraclass correlation; Tensor (intrinsic definition)","score_opus":0.10161508667914616,"score_gpt":0.32881324207797247,"score_spread":0.22719815539882632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037312213,0.000779731,0.36812988,0.00384903,0.0009783788,0.0073846257,0.0004219074,0.0008046386,0.5803396],"genre_scores_gemma":[0.15521032,0.00034416074,0.16949072,0.00072637317,0.00016656383,0.00006646052,0.0009196184,0.00012753604,0.67294824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982901,0.000038115762,0.00038720065,0.00067138014,0.00035822543,0.0002549552],"domain_scores_gemma":[0.99806154,0.00008578359,0.00041079664,0.00048120233,0.00087748445,0.00008317508],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011568395,0.00030592785,0.00058166607,0.00019365651,0.00020038782,0.000029955085,0.0002288694,0.00017564597,0.001483287],"category_scores_gemma":[0.00007957391,0.00031436142,0.00022349662,0.00053173455,0.00008563986,0.00014343721,0.00007378154,0.00025923838,8.828162e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037680045,0.0053986874,0.03453828,0.02414003,0.0017759028,0.00017173716,0.0015651908,0.00029766923,0.3423722,0.02328181,0.003577351,0.55911314],"study_design_scores_gemma":[0.007406947,0.00044304633,0.02074172,0.007923777,0.002873717,0.000016067184,0.004986447,0.002072127,0.01797704,0.00066988834,0.9337814,0.0011078212],"about_ca_topic_score_codex":0.00011237671,"about_ca_topic_score_gemma":0.00013917666,"teacher_disagreement_score":0.93020403,"about_ca_system_score_codex":0.00033468343,"about_ca_system_score_gemma":0.00034923072,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W7115824198","doi":"","title":"Scoping Review of HIV and the Black community in Canada","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Human immunodeficiency virus (HIV); Public health; Agency (philosophy); Upstream (networking); Inclusion (mineral); Grey literature; Community engagement","score_opus":0.02174777745491016,"score_gpt":0.28188560320058886,"score_spread":0.2601378257456787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824198","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01505274,0.024234965,0.0000066211774,0.0007628435,0.00005256811,0.001072799,0.000045708308,0.000009690299,0.95876205],"genre_scores_gemma":[0.012289136,0.01757395,0.00001786665,0.00013549752,0.000015935893,0.000002483932,0.00024933813,0.000018391176,0.9696974],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99893564,0.00031959082,0.00023818025,0.00013256342,0.00022122238,0.00015281739],"domain_scores_gemma":[0.99936754,0.00013165917,0.000087665816,0.00023668782,0.00009741289,0.00007903489],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024373239,0.00012868442,0.00044063837,0.00011997558,0.000058926264,0.000010867503,0.00019202511,0.000059231046,0.02243475],"category_scores_gemma":[0.00009950085,0.000100382385,0.000121084675,0.00042114162,0.000105752,0.00004796666,0.000088888664,0.0007434713,0.0000143634725],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015166913,0.00017408402,0.0024680463,0.596634,0.0007283399,0.0005774333,0.0043620286,0.000003556895,0.000060119095,0.0021092223,0.088146664,0.30321985],"study_design_scores_gemma":[0.0034258638,0.000328568,0.0014896648,0.88355666,0.00068705174,0.000013034284,0.037705835,0.00042865094,0.00013121522,0.00006816317,0.07188228,0.00028300827],"about_ca_topic_score_codex":0.5309914,"about_ca_topic_score_gemma":0.9675543,"teacher_disagreement_score":0.4365629,"about_ca_system_score_codex":0.00026076465,"about_ca_system_score_gemma":0.0012387551,"threshold_uncertainty_score":0.9784589},"labels":[],"label_agreement":null},{"id":"W7115824277","doi":"","title":"YOUTH AND MATERNAL HEALTH IN LOW-RESOURCE SETTINGS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Maternal health; Pregnancy; Population; Protocol (science); Maternal morbidity; Public health","score_opus":0.028113079336368852,"score_gpt":0.3280328814012243,"score_spread":0.2999198020648554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824277","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27290946,0.0018264871,0.000011096997,0.0033724096,0.0017218872,0.0011577867,0.0002318678,0.0002047748,0.7185642],"genre_scores_gemma":[0.027605267,0.00058587565,0.00014698993,0.0058419527,0.00029833775,0.0000050006092,0.000903273,0.00008172442,0.9645316],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664104,0.00082083966,0.0006511859,0.00069066096,0.00014865972,0.001047639],"domain_scores_gemma":[0.99871755,0.00018699522,0.00041218536,0.00021541431,0.000052132636,0.00041574298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006114917,0.0003632195,0.0007437794,0.00036242022,0.0004028736,0.000013874265,0.0002715234,0.00074709253,0.012729573],"category_scores_gemma":[0.000043670865,0.00037468175,0.0000836233,0.00045325301,0.000045391545,0.00009116687,0.00016103315,0.0017273058,0.00047045224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003501695,0.00015231517,0.1116477,0.034475565,0.00022837437,0.0007050478,0.11752839,0.00005168693,0.0000103759285,0.009710991,0.12898433,0.5930035],"study_design_scores_gemma":[0.001105328,0.00011748835,0.021244401,0.0053339223,0.000051949726,0.0000031982497,0.07757554,0.00011108807,0.0000010722682,0.00028541673,0.89381576,0.00035486458],"about_ca_topic_score_codex":0.0064549274,"about_ca_topic_score_gemma":0.015337211,"teacher_disagreement_score":0.76483136,"about_ca_system_score_codex":0.0006244481,"about_ca_system_score_gemma":0.00062743545,"threshold_uncertainty_score":0.99987054},"labels":[],"label_agreement":null},{"id":"W7115824456","doi":"","title":"Restoration and CH4 dynamics in a cutover peatland","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Atmosphere (unit); Methanogenesis; Methane; Carbon dioxide; Wetland; Water table; Hydrology (agriculture)","score_opus":0.00598759763975895,"score_gpt":0.18819636526946262,"score_spread":0.18220876762970367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24067311,0.000031294294,0.000027417716,0.000034929846,0.0001421783,0.00016382235,0.000010616034,0.000015960653,0.7589007],"genre_scores_gemma":[0.09741835,0.00012279834,0.00014224734,0.000059619542,0.000018627192,0.0000013846652,0.000843219,0.000021682159,0.9013721],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900144,0.00007560056,0.00013788187,0.00041003438,0.00013233376,0.0002427038],"domain_scores_gemma":[0.9996501,0.000020908154,0.000105452986,0.0001378822,0.0000065711624,0.0000790903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006911386,0.0002084222,0.00022717693,0.00010265653,0.000086872795,0.000031861655,0.00014921965,0.00029563252,0.032772776],"category_scores_gemma":[0.0000076620245,0.00022510387,0.00003960843,0.00029207653,0.00005209791,0.00019587844,0.00006124443,0.00023342262,0.000042273077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045097142,0.00014619384,0.861588,0.0000951187,0.000044392935,0.00041219345,0.0010537728,0.00019211626,0.00018226806,0.0015111462,0.004930679,0.12939312],"study_design_scores_gemma":[0.002327257,0.00019893728,0.2716827,0.00008724385,0.00009772698,0.000018917897,0.0035825379,0.0023746404,0.000029461533,0.00038240952,0.7184391,0.00077906076],"about_ca_topic_score_codex":0.00060865836,"about_ca_topic_score_gemma":0.08449477,"teacher_disagreement_score":0.7135084,"about_ca_system_score_codex":0.00056104356,"about_ca_system_score_gemma":0.000020885507,"threshold_uncertainty_score":0.9681114},"labels":[],"label_agreement":null},{"id":"W7115824486","doi":"","title":"Physician roles in addressing intimate partner violence","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Domestic violence; Poison control; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Injury prevention","score_opus":0.023942910187573163,"score_gpt":0.2910503895014435,"score_spread":0.26710747931387036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013763166,0.00067888387,0.000024475365,0.0000286943,0.00091335626,0.00030289966,0.00001946807,0.00017862719,0.98409045],"genre_scores_gemma":[0.30514738,0.001030199,0.00015858188,0.00016779841,0.0003426535,0.000005561489,0.00014311749,0.00007347896,0.69293123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779755,0.00022602576,0.00025233894,0.0006449108,0.00044164178,0.0006375513],"domain_scores_gemma":[0.9993442,0.00005333337,0.00015160984,0.00021677927,0.00010424547,0.00012978617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002379292,0.00035001786,0.00039041846,0.00034998922,0.00037374342,0.0002558382,0.0006675451,0.0004086553,0.01161472],"category_scores_gemma":[0.000017051243,0.0004009293,0.00017507849,0.0010493827,0.00019041855,0.0004617667,0.00009575557,0.00060500525,0.0006684181],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018320099,0.00011275341,0.0008795775,0.0005467521,0.000080154154,0.00047531468,0.025336517,0.000110849585,0.0002948712,0.06085467,0.0013150459,0.9098103],"study_design_scores_gemma":[0.0008296585,0.00006949975,0.007534126,0.012981266,0.0003386367,0.0000010813479,0.20208153,0.0009022189,0.0008056257,0.0067318236,0.7658078,0.0019167059],"about_ca_topic_score_codex":0.0018942339,"about_ca_topic_score_gemma":0.008781245,"teacher_disagreement_score":0.9078936,"about_ca_system_score_codex":0.00033475476,"about_ca_system_score_gemma":0.0003129534,"threshold_uncertainty_score":0.99984425},"labels":[],"label_agreement":null},{"id":"W7115824495","doi":"","title":"Applying Syndemic Models to Bioarchaeological Research","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; McMaster University","keywords":"Syndemic; Ectotherm; Vulnerability (computing); Context (archaeology)","score_opus":0.10980389673971414,"score_gpt":0.28367395317814587,"score_spread":0.17387005643843173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01957182,0.00039439113,0.000064061554,0.00010311472,0.0006487328,0.00069638493,0.00012819252,0.00013957983,0.9782537],"genre_scores_gemma":[0.104969196,0.000051970528,0.0000529242,0.00018823963,0.00017896906,0.000026096901,0.00022696072,0.00001714347,0.8942885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980908,0.00023617751,0.00017811912,0.00062282063,0.0003223883,0.00054971396],"domain_scores_gemma":[0.9990829,0.00014662751,0.00006282595,0.00026357762,0.00027293913,0.00017113631],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020343366,0.00027314987,0.00033412056,0.00066799315,0.0007852076,0.00009201918,0.0006736536,0.00026728798,0.06516949],"category_scores_gemma":[0.000029664048,0.0002781104,0.00016308838,0.0003039045,0.00030585952,0.000204765,0.00022548223,0.0006333078,0.00033987354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008394264,0.00020744742,0.0004003344,0.00049529824,0.00013236092,0.00065919326,0.023401622,0.00014316826,0.00006784156,0.73881507,0.011761296,0.22307692],"study_design_scores_gemma":[0.00029016388,0.00010046606,0.00009585838,0.00040935486,0.00008521673,0.0000010668263,0.04892765,0.00008987467,0.000029221523,0.0076083336,0.9419913,0.00037144864],"about_ca_topic_score_codex":0.00022430343,"about_ca_topic_score_gemma":0.0069749677,"teacher_disagreement_score":0.93023,"about_ca_system_score_codex":0.00010938148,"about_ca_system_score_gemma":0.00019462612,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W7115824540","doi":"","title":"“GETTING THE STATE RIGHT”","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; Work (physics); Argument (complex analysis); Order (exchange); State (computer science); Contingency theory; Contingency","score_opus":0.02241909719673838,"score_gpt":0.29444116215736654,"score_spread":0.27202206496062814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059469547,0.000046876576,0.000030141344,0.0015490887,0.00028747157,0.0002711413,0.000032564483,0.00008403232,0.99175173],"genre_scores_gemma":[0.019036794,0.000038692975,0.00003559599,0.00012363042,0.00030113198,0.000001345295,0.00012812194,0.000016091963,0.9803186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810624,0.00038233044,0.00015717438,0.00029155,0.00056613976,0.0004965373],"domain_scores_gemma":[0.99919283,0.0001576281,0.00017355013,0.00018831748,0.00014518,0.00014251906],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037879555,0.00017353726,0.00015934945,0.00014029744,0.0013195908,0.00032328465,0.0008121295,0.00021425105,0.0703564],"category_scores_gemma":[0.00005782882,0.0001509437,0.00012416733,0.00072267407,0.00021483228,0.00029355736,0.000045513356,0.00043816026,0.00015384746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017568388,0.0001559816,0.00042649065,0.00013097578,0.00019229327,0.00030054088,0.021905,0.000043602737,0.00012662123,0.21419388,0.077872165,0.68447673],"study_design_scores_gemma":[0.00016358947,0.000013684534,0.0006531735,0.000031214386,0.00002156007,3.1274766e-7,0.011493642,0.000014516855,0.00009266617,0.0014814623,0.98584396,0.0001902339],"about_ca_topic_score_codex":0.009196595,"about_ca_topic_score_gemma":0.08459835,"teacher_disagreement_score":0.9079718,"about_ca_system_score_codex":0.00018583542,"about_ca_system_score_gemma":0.0008716364,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W7115824642","doi":"","title":"DECOLONIZING AND INDIGENIZING PA FOR INDIGENOUS YOUTH WITH ID","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Oppression; Mental health; Health equity; Social exclusion; Photovoice; Harm; Intersectionality; Participatory action research","score_opus":0.015766923049467165,"score_gpt":0.247408657624527,"score_spread":0.23164173457505982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23743398,0.0003691441,0.00012207346,0.000024747493,0.0007246396,0.0016356395,0.00007168403,0.00009319279,0.7595249],"genre_scores_gemma":[0.026615184,0.002092075,0.0008970987,0.00003344163,0.00030512502,0.0000023387033,0.0005548928,0.000041827752,0.96945804],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818677,0.00015632347,0.00020258345,0.0005129956,0.0002632422,0.0006781008],"domain_scores_gemma":[0.9989397,0.00013866766,0.00028076337,0.00016714795,0.00027492136,0.00019879182],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002698441,0.00028958565,0.00035162907,0.00034352564,0.0076437574,0.00015589649,0.00036026322,0.000495424,0.0015485357],"category_scores_gemma":[0.0000041200556,0.00028494323,0.00007520195,0.00057094736,0.00010597282,0.00027672944,0.000003414012,0.00028415115,0.0000068472104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002811821,0.00007736873,0.0013906362,0.0005223754,0.00014388053,0.00001584514,0.93091387,0.000003409207,8.3017767e-7,0.018162197,0.000021158685,0.04846728],"study_design_scores_gemma":[0.0005004925,0.00011569826,0.00040877497,0.00024204468,0.0002457113,6.4609515e-7,0.24477382,0.0000012214259,0.000036847054,0.0001359434,0.7531895,0.00034932126],"about_ca_topic_score_codex":0.05503938,"about_ca_topic_score_gemma":0.9312422,"teacher_disagreement_score":0.8762029,"about_ca_system_score_codex":0.0005295748,"about_ca_system_score_gemma":0.014301136,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W7115824689","doi":"","title":"TESTING A TB VACCINE IN HUMANIZED MICE IN THE CONTEXT OF HIV","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Immunogenicity; Tuberculosis; Context (archaeology); Tuberculosis vaccines; Disease; Human immunodeficiency virus (HIV); Latent tuberculosis; Mycobacterium tuberculosis","score_opus":0.04044616707059389,"score_gpt":0.2898802580184948,"score_spread":0.24943409094790092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6894518,0.00021594872,0.0000024377052,0.001020966,0.000104337174,0.00075186143,0.000018457291,0.00004043099,0.30839372],"genre_scores_gemma":[0.557384,0.00014966643,0.00019157106,0.0005117367,0.00009966779,0.0000069285456,0.0005716777,0.00005870874,0.44102603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983036,0.00035373922,0.0003736147,0.0003531449,0.00022643174,0.00038948972],"domain_scores_gemma":[0.99857885,0.000795162,0.00017592189,0.000251291,0.00012812218,0.00007063425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045107037,0.00021388693,0.0006895151,0.00053446763,0.00004163042,0.000008089338,0.00035118219,0.00026998957,0.0052177217],"category_scores_gemma":[0.000679665,0.00017706302,0.00011847501,0.0013576566,0.00003172683,0.00006163757,0.000059708364,0.0007081907,0.00007846522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008486736,0.00078287924,0.4959251,0.0029809582,0.00051192305,0.0044862903,0.016621364,0.000042817723,0.012156826,0.0014983008,0.01991172,0.43659508],"study_design_scores_gemma":[0.009987269,0.00059716584,0.80513567,0.0022062226,0.0002471146,0.000028894101,0.10374485,0.00070622977,0.00031781854,0.00011641867,0.07648198,0.00043034094],"about_ca_topic_score_codex":0.0036334712,"about_ca_topic_score_gemma":0.03142521,"teacher_disagreement_score":0.43616474,"about_ca_system_score_codex":0.00015805915,"about_ca_system_score_gemma":0.00015871954,"threshold_uncertainty_score":0.99569166},"labels":[],"label_agreement":null},{"id":"W7115824702","doi":"","title":"Optimizing chronic pain and disability management","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Clinical trial; Neuropathic pain; Adverse effect; Cohort; MEDLINE; Chronic disease; Outcome (game theory); Randomized controlled trial","score_opus":0.009380127963027085,"score_gpt":0.21729815782288092,"score_spread":0.20791802985985383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016200673,0.0005476421,0.00091032655,0.00029129157,0.0002540848,0.0009360351,0.000009322712,0.00015317228,0.98069745],"genre_scores_gemma":[0.024531648,0.0005809809,0.001063904,0.00011309644,0.00015838307,0.0000032487128,0.00018179833,0.000044805114,0.97332215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985685,0.00011247861,0.00017683157,0.00057241204,0.00023436647,0.0003354172],"domain_scores_gemma":[0.9992618,0.000059400907,0.00011794024,0.000369558,0.000036819187,0.00015449886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022816448,0.000321432,0.00037041592,0.00014473005,0.00013719489,0.00003699831,0.00018433316,0.00020148118,0.031162778],"category_scores_gemma":[0.000011793973,0.00029450463,0.00014010764,0.00022815895,0.00009163889,0.00012961296,0.00012214997,0.00020673474,0.000060274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000468397,0.00008847342,0.011723358,0.0025256362,0.00041818392,0.00028581245,0.00028825234,0.000001870312,0.00008819193,0.0011282257,0.0011943633,0.98178923],"study_design_scores_gemma":[0.0033191936,0.0003175885,0.051652264,0.0017841755,0.0009856432,0.0000010130128,0.0045734597,0.00019871976,0.00008503296,0.00013491375,0.936349,0.0005990283],"about_ca_topic_score_codex":0.000024470672,"about_ca_topic_score_gemma":0.00020534865,"teacher_disagreement_score":0.9811902,"about_ca_system_score_codex":0.00045016492,"about_ca_system_score_gemma":0.00003612568,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W7115824752","doi":"","title":"An Old Testament Perspective","year":2022,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Charisma; Old Testament; Theme (computing); Phenomenon; Coherence (philosophical gambling strategy); Aside; Perspective (graphical); New Testament; Messiah","score_opus":0.020807066450207325,"score_gpt":0.19865214196651684,"score_spread":0.17784507551630951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824752","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0143194925,0.000132892,0.000024309835,0.00053927273,0.0002875244,0.00013800085,0.00020987172,0.0001342963,0.98421437],"genre_scores_gemma":[0.41906166,0.000009713391,0.000023042154,0.00038265935,0.000119986136,0.0000018863096,0.000014011048,0.000012225432,0.5803748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991464,0.00008647862,0.000076862554,0.00027193554,0.00019527705,0.00022301842],"domain_scores_gemma":[0.99960166,0.000018564742,0.00005286958,0.0001817851,0.00007201226,0.000073127],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005083109,0.00013526769,0.00013107543,0.00009282815,0.0011919194,0.00009293771,0.00032426856,0.000012491839,0.39328614],"category_scores_gemma":[0.0000028414695,0.00014993983,0.000070237744,0.00008568917,0.00014915777,0.00027440835,0.00027627812,0.00016660061,0.00007087546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018881181,0.00061658287,0.0008798684,0.000018687764,0.00018228516,0.0003307691,0.105628006,0.000089635636,0.00007013115,0.8270091,0.035111487,0.02987468],"study_design_scores_gemma":[0.0003474076,0.00020049498,0.0001208191,0.000002686799,0.00002964885,0.0000024027079,0.26067963,0.00002832126,0.000008305189,0.000469744,0.7379597,0.00015085714],"about_ca_topic_score_codex":0.001953312,"about_ca_topic_score_gemma":0.003064565,"teacher_disagreement_score":0.82653934,"about_ca_system_score_codex":0.00030326057,"about_ca_system_score_gemma":0.000025658457,"threshold_uncertainty_score":0.9167401},"labels":[],"label_agreement":null},{"id":"W7115824885","doi":"","title":"Drift from Peer Support Values and Standards: A Position Statement and Call for Action","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Peer support; Health care; Stigma (botany); Peer review; Action (physics); Position (finance); Intervention (counseling); Position statement","score_opus":0.098638215615884,"score_gpt":0.3744847519230273,"score_spread":0.27584653630714334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824885","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7230599,0.0010093926,0.02479241,0.004956164,0.0033500453,0.005247907,0.0063196463,0.0004197865,0.23084475],"genre_scores_gemma":[0.32981205,0.0005279968,0.002611042,0.0019583812,0.00036917152,0.000036673515,0.0012844112,0.000052736545,0.66334754],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986996,0.00014567052,0.0002218505,0.00031269513,0.00032151543,0.0002986358],"domain_scores_gemma":[0.9993296,0.00016634035,0.00006698754,0.000086733104,0.00015920804,0.00019111791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043081984,0.00012970924,0.00014490933,0.00008186435,0.0004552945,0.000027868498,0.00004784555,0.00010243464,0.013723577],"category_scores_gemma":[0.0000070715923,0.0001248174,0.00003050143,0.00009027892,0.00003505009,0.0002523556,0.00008600694,0.00017747139,0.00002636853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027057403,0.0001895476,0.042855512,0.009220133,0.00033037874,0.000109555316,0.034730826,0.0000068492955,0.0008118267,0.0066017006,0.17979686,0.72264105],"study_design_scores_gemma":[0.0013881959,0.0004737821,0.0011594322,0.0005427499,0.00008566606,6.226652e-7,0.011255028,0.0005893966,0.000096125565,0.0009407084,0.983325,0.00014326183],"about_ca_topic_score_codex":0.00059415284,"about_ca_topic_score_gemma":0.00090232195,"teacher_disagreement_score":0.8035282,"about_ca_system_score_codex":0.00056835555,"about_ca_system_score_gemma":0.00022923075,"threshold_uncertainty_score":0.987178},"labels":[],"label_agreement":null},{"id":"W7115824919","doi":"","title":"LINKING THE GUT-IMMUNE PHENOTYPE TO BEHAVIOUR IN NEURODEVELOPMENTAL DISORDERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"Neurodevelopmental disorder; Autism; Autism spectrum disorder; Phenotype; Disease; Neurology; Genetic heterogeneity; Attention deficit hyperactivity disorder","score_opus":0.016347224272441497,"score_gpt":0.24905434268713278,"score_spread":0.23270711841469127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824919","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28922325,0.000276318,0.000044066666,0.0028254904,0.0015528856,0.0015835058,0.000037972404,0.00025109417,0.7042054],"genre_scores_gemma":[0.52543324,0.00010566552,0.0000382252,0.0001540826,0.000029160408,0.0000081413455,0.000050310377,0.00009531056,0.4740859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970153,0.0002394884,0.00030929377,0.0010590832,0.0006517676,0.00072506344],"domain_scores_gemma":[0.99918085,0.00012502162,0.00010739493,0.000446747,0.000012933613,0.00012702559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013958057,0.00044573666,0.0003273336,0.000622938,0.0003218552,0.00023981783,0.0015162564,0.0002371783,0.017460916],"category_scores_gemma":[0.000051443887,0.00042484427,0.00015782104,0.0023940196,0.00008617227,0.00023260879,0.0005576503,0.0013040059,0.0010371871],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012071015,0.0005699044,0.007793498,0.0006680601,0.0000768441,0.0018470471,0.03287328,0.0004615885,0.021178769,0.027409874,0.00094099616,0.90497303],"study_design_scores_gemma":[0.0028385613,0.0005513488,0.17552823,0.00173226,0.00027329545,0.000024434317,0.025710242,0.00068553956,0.01340461,0.0067025735,0.76913625,0.0034126353],"about_ca_topic_score_codex":0.00054866116,"about_ca_topic_score_gemma":0.014433848,"teacher_disagreement_score":0.9015604,"about_ca_system_score_codex":0.00034900918,"about_ca_system_score_gemma":0.00026249292,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W7115824943","doi":"","title":"A Comparative-Linguistic Analysis of the Eucharist and its Co-Texts","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Eucharist; Gospel; Synoptic Gospels; Systemic functional linguistics; Mode (computer interface); Relation (database)","score_opus":0.04695769319481108,"score_gpt":0.24714030223821207,"score_spread":0.200182609043401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115824943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14311552,0.00012784557,0.00001980422,0.00018379188,0.00011157286,0.00009493325,0.00007335931,0.00003543737,0.85623777],"genre_scores_gemma":[0.8419092,0.000016147895,0.000001856645,0.000095659634,0.000027752933,2.8140545e-7,0.000006012147,0.0000027116146,0.15794034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954337,0.000039323844,0.000090788366,0.00012486683,0.00009811557,0.00010355578],"domain_scores_gemma":[0.9996931,0.000060876406,0.00006601657,0.000071711256,0.00008094739,0.00002736349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003743529,0.00007264774,0.00018151758,0.00016237858,0.00025037455,0.000039765273,0.00012567565,0.00001893551,0.030457228],"category_scores_gemma":[0.000010322223,0.000053543557,0.00008967337,0.0006001784,0.00015531263,0.00006306698,0.00009976462,0.00005793137,0.00003854879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017226179,0.00013693882,0.017458957,0.0001671815,0.0038623586,0.000020565823,0.17173223,0.00032666666,0.00029363148,0.7557103,0.021679543,0.028439367],"study_design_scores_gemma":[0.00019235673,0.00004168333,0.011859124,0.000019758125,0.0004532088,1.0815372e-7,0.008068203,0.008083446,0.000061549086,0.0001322932,0.9709931,0.000095179894],"about_ca_topic_score_codex":0.00014799762,"about_ca_topic_score_gemma":0.002014462,"teacher_disagreement_score":0.9493135,"about_ca_system_score_codex":0.00001607109,"about_ca_system_score_gemma":0.000005941527,"threshold_uncertainty_score":0.97042906},"labels":[],"label_agreement":null},{"id":"W7115825032","doi":"","title":"AN INVESTIGATION OF AUTOMATED MODELS FOR TUMOR SEGMENTATION","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hamilton Health Sciences","keywords":"Lung cancer; Segmentation; Focus (optics); Lesion; Pattern recognition (psychology); Melanoma; Image segmentation; Artificial neural network","score_opus":0.013340346967567057,"score_gpt":0.26537568483066276,"score_spread":0.25203533786309573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825032","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8394636,0.00039720768,0.008717269,0.00042379173,0.0013473479,0.0021647152,0.000104456674,0.0010864196,0.1462952],"genre_scores_gemma":[0.3372798,0.00006119719,0.029750273,0.00040050666,0.0003316765,0.000013421692,0.0065769283,0.0002151852,0.625371],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894536,0.00004692303,0.00024701993,0.0003585277,0.00023257815,0.00016961525],"domain_scores_gemma":[0.99927706,0.00003843403,0.00020374675,0.00016717742,0.00016287647,0.00015073604],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012257186,0.00020672467,0.00035090913,0.000298568,0.000059641603,0.000031672713,0.00013206677,0.00016295089,0.0020828298],"category_scores_gemma":[0.000017572835,0.00021509829,0.00013913657,0.00032466947,0.000047737845,0.00020841464,0.00001364201,0.00028923893,0.000007486047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037685502,0.0004161484,0.00299163,0.02052499,0.0017169775,0.0004962302,0.026809225,0.012357131,0.22592233,0.011973775,0.011884768,0.6811383],"study_design_scores_gemma":[0.0024191756,0.00057326857,0.001081821,0.001727529,0.0014673749,0.000017789796,0.009365518,0.9646219,0.0072607114,0.0014580007,0.009600518,0.00040641657],"about_ca_topic_score_codex":0.00012838903,"about_ca_topic_score_gemma":0.000053518244,"teacher_disagreement_score":0.9522647,"about_ca_system_score_codex":0.00013111357,"about_ca_system_score_gemma":0.00022197333,"threshold_uncertainty_score":0.9988294},"labels":[],"label_agreement":null},{"id":"W7115825104","doi":"","title":"Scanning and Mapping Culturally Responsive Harm Reduction Services","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Culturally appropriate; Service (business); Resource (disambiguation); Harm; Culturally sensitive; Cultural diversity; Best practice","score_opus":0.024679286026716894,"score_gpt":0.24144814810277865,"score_spread":0.21676886207606175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009248979,0.0013906515,0.000048280424,0.00018872097,0.0011934317,0.0007384976,0.00030729914,0.00053940277,0.98634475],"genre_scores_gemma":[0.002583194,0.0007314731,0.0010790938,0.00004987608,0.0004075823,0.000002384765,0.00036228017,0.00012881798,0.9946553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616253,0.00036407902,0.0004681413,0.0013941028,0.0009266939,0.00068443286],"domain_scores_gemma":[0.9970415,0.0000760727,0.0008105613,0.00058847835,0.0012262502,0.0002570961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004588599,0.00081044243,0.00087770994,0.001586129,0.00056274026,0.00032305164,0.00070121133,0.00072797673,0.015371231],"category_scores_gemma":[0.000060607217,0.00092133775,0.00026252304,0.0024560855,0.00023158523,0.0009119901,0.001000214,0.0009685746,0.0002636964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025626132,0.00021897144,0.0036568567,0.0097234445,0.004344123,0.0032961108,0.013150909,0.000390712,0.021951836,0.0012182876,0.10752337,0.83196276],"study_design_scores_gemma":[0.000888727,0.000050502214,0.0013936127,0.0030801333,0.0006071563,0.00023649854,0.014614635,0.000049298465,0.0001686162,0.000035510275,0.9780097,0.0008655941],"about_ca_topic_score_codex":0.0011639373,"about_ca_topic_score_gemma":0.00025937965,"teacher_disagreement_score":0.8704863,"about_ca_system_score_codex":0.0019987342,"about_ca_system_score_gemma":0.0010793966,"threshold_uncertainty_score":0.9993237},"labels":[],"label_agreement":null},{"id":"W7115825192","doi":"","title":"“THE PRIME MINISTER SNATCHED MY WIFE”: EXPERIENCES OF SEPARATED AND DIVORCED GHANAIAN IMMIGRANT MEN IN HAMILTON.","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Phenomenology (philosophy); Coping (psychology); Acculturation; Qualitative research; Mental health; Lived experience; Interpretative phenomenological analysis","score_opus":0.009266542578968234,"score_gpt":0.244591957064632,"score_spread":0.23532541448566377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41965985,0.00023551595,0.000014942342,0.0001989206,0.00030933815,0.00046177843,0.000014498572,0.000032193366,0.57907295],"genre_scores_gemma":[0.22792801,0.00045450788,0.000037977275,0.000034289675,0.000017131897,0.0000041461085,0.0000622357,0.000009000396,0.7714527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844897,0.00031140196,0.00028961254,0.0003477597,0.00031149248,0.00029077486],"domain_scores_gemma":[0.9992046,0.00012283282,0.00025556277,0.00017970956,0.00014584977,0.00009146751],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023463347,0.00021520158,0.00031572254,0.0001799313,0.00041666554,0.00010439004,0.00046450374,0.00030356515,0.0036745204],"category_scores_gemma":[0.000035732726,0.00019834914,0.000082827035,0.0009011206,0.00025632823,0.00017531615,0.000041219686,0.0002085759,0.0000033813944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005611705,0.00008670339,0.001471779,0.00014034595,0.00013909294,0.000030164472,0.93897235,0.000024966004,0.00031430498,0.013468603,0.0009765705,0.043813933],"study_design_scores_gemma":[0.00057394354,0.000036868936,0.0009984447,0.00014957086,0.000052463158,1.3824852e-7,0.6934616,0.0004931315,0.00022166867,0.000041457795,0.30371866,0.0002520899],"about_ca_topic_score_codex":0.0042654895,"about_ca_topic_score_gemma":0.27330923,"teacher_disagreement_score":0.30274206,"about_ca_system_score_codex":0.00012723955,"about_ca_system_score_gemma":0.00034958107,"threshold_uncertainty_score":0.99723625},"labels":[],"label_agreement":null},{"id":"W7115825208","doi":"","title":"EXPLORING THE MEASUREMENT OF FINGER RANGE OF MOTION IN HAND THERAPY AND THE CLINICAL MEASUREMENT PROPERTIES OF COMPOSITE FINGER FLEXION IN TRAUMATIC HAND INJURY","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University; Hamilton Health Sciences","keywords":"Range of motion; Clinical Practice; Thumb; Motion (physics); Goniometer; Finger joint; Range (aeronautics)","score_opus":0.17010030247528363,"score_gpt":0.273633803658232,"score_spread":0.10353350118294835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918591,0.00349619,0.000012873273,0.0002060182,0.00032404746,0.0010327832,0.000002635161,0.0000060742564,0.0030602969],"genre_scores_gemma":[0.99666405,0.0008954702,0.000021370319,0.0000129265,0.000029314055,0.000011176306,0.0000055898795,0.000017616276,0.0023424956],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99782586,0.00046142007,0.00071183447,0.00025108532,0.00062513613,0.00012465646],"domain_scores_gemma":[0.99903154,0.00012917163,0.00031765056,0.00020158055,0.00029018795,0.00002985058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021596376,0.00019063674,0.0006388274,0.00028850665,0.000051242474,0.0000142325,0.00009615433,0.00012819421,0.00014951613],"category_scores_gemma":[0.00011102952,0.00011330992,0.00019459805,0.00041875284,0.0003535042,0.00012299464,0.000026654987,0.00033385976,6.38364e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025594562,0.00076731533,0.021361215,0.00661996,0.0005549343,0.0000119554525,0.063617185,0.00008170116,0.028759954,0.00009872707,0.00001736386,0.8525151],"study_design_scores_gemma":[0.022705957,0.002340312,0.72123724,0.05419085,0.0018541679,0.0000049673813,0.06783011,0.0012543532,0.122916624,0.00019324533,0.004710359,0.00076179707],"about_ca_topic_score_codex":0.0003094853,"about_ca_topic_score_gemma":0.0010769459,"teacher_disagreement_score":0.85175335,"about_ca_system_score_codex":0.00010684238,"about_ca_system_score_gemma":0.0001371262,"threshold_uncertainty_score":0.46206445},"labels":[],"label_agreement":null},{"id":"W7115825274","doi":"","title":"Intervention Reporting in Total Hip or Knee Arthroplasty Prehabilitation Trials","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Prehabilitation; Psychological intervention; Modalities; Intervention (counseling); Randomized controlled trial; MEDLINE; Clinical trial","score_opus":0.03248019294947025,"score_gpt":0.2959627045531196,"score_spread":0.2634825116036494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825274","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8302239,0.00039281117,0.00007327295,0.00019893375,0.0026720976,0.0018330192,0.000030846913,0.00028653542,0.16428858],"genre_scores_gemma":[0.25316998,0.00002034327,0.0005659044,0.000017506902,0.00016029901,0.000009124387,0.0004155359,0.00007859914,0.74556273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961038,0.00032679466,0.0019006847,0.0008207527,0.00045090113,0.0003970308],"domain_scores_gemma":[0.99741596,0.00036895036,0.0015544771,0.0003536481,0.00015111176,0.00015584784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097269245,0.00047655916,0.0013128801,0.0007830608,0.00007279608,0.000083337814,0.000085819614,0.00050263666,0.07530653],"category_scores_gemma":[0.0021140643,0.00043449536,0.00076450245,0.00092473225,0.000059420192,0.00036655721,0.00008641848,0.0007333879,0.00042329394],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007392425,0.00047148575,0.019522069,0.0050416156,0.00068789936,0.003102533,0.0055643427,0.00008165127,0.00097252545,0.00032648476,0.0013944245,0.95544255],"study_design_scores_gemma":[0.028188253,0.0057802475,0.45750844,0.025189823,0.0047761686,0.00075133366,0.14029418,0.0012298297,0.0021874036,0.00053183717,0.33059406,0.0029684256],"about_ca_topic_score_codex":0.00023767217,"about_ca_topic_score_gemma":0.00522501,"teacher_disagreement_score":0.9524741,"about_ca_system_score_codex":0.00059805653,"about_ca_system_score_gemma":0.00032763457,"threshold_uncertainty_score":0.9998107},"labels":[],"label_agreement":null},{"id":"W7115825286","doi":"","title":"Mental Health of Children & Youth in Canada","year":2021,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Ethnic group; Population; Census; Life course approach; Acculturation","score_opus":0.018144111743172087,"score_gpt":0.26510108795089155,"score_spread":0.24695697620771945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825286","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6215684,0.00087726745,0.0000032467933,0.00057530834,0.0010546169,0.00071724365,0.0003447492,0.000009200823,0.37485],"genre_scores_gemma":[0.49458176,0.0020851316,0.000017322545,0.000059744543,0.000086472464,3.7829608e-7,0.0006453757,0.000021665563,0.50250214],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99584424,0.0008208383,0.0005357895,0.0006495114,0.0012812233,0.00086838834],"domain_scores_gemma":[0.99866515,0.000047072044,0.00046877092,0.00024087643,0.00020817573,0.00036997878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039231346,0.00032322147,0.0007489082,0.00027429993,0.0006027596,0.000069562535,0.00092188764,0.00025710353,0.089553416],"category_scores_gemma":[0.00003162157,0.00042439738,0.00020950717,0.0023094849,0.00020435074,0.00032124505,0.00022746458,0.0006610558,0.000016720951],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051584013,0.0004113958,0.2977222,0.00065994664,0.00039756185,0.00015828629,0.15760045,0.00008346799,0.00005078219,0.00076599495,0.0015191756,0.5401149],"study_design_scores_gemma":[0.0013605802,0.000107660795,0.08490281,0.00073688145,0.00006261555,7.3176005e-7,0.8918928,0.000024583807,0.00010681741,0.000015674084,0.020220743,0.00056813814],"about_ca_topic_score_codex":0.99791884,"about_ca_topic_score_gemma":0.9997199,"teacher_disagreement_score":0.7342923,"about_ca_system_score_codex":0.003097926,"about_ca_system_score_gemma":0.017627295,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W7115825402","doi":"","title":"Exploring the Mental Health and Cultural Identity of South Asian Immigrants in Ontario","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Mental health; Acculturation; Immigration; Thematic analysis; Asian Indian; Cultural identity; Cultural diversity; Identity (music)","score_opus":0.07032747255730298,"score_gpt":0.30519506888796916,"score_spread":0.23486759633066617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825402","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5942927,0.0001351726,0.000001622108,0.00048749236,0.00046005915,0.00035135145,0.000011880696,0.000012019243,0.40424767],"genre_scores_gemma":[0.19667767,0.00052331784,0.000013262829,0.000020913596,0.000032256405,0.0000014760077,0.0000487532,0.000005451389,0.8026769],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985764,0.0002590981,0.00017597058,0.00024287132,0.0004384838,0.00030718689],"domain_scores_gemma":[0.999574,0.00002386666,0.0001277978,0.000101957594,0.00007028829,0.00010207831],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034535045,0.00012607271,0.0002473012,0.00017858803,0.00060138525,0.00010373591,0.00043131725,0.00009783163,0.0033140546],"category_scores_gemma":[0.00003087966,0.00011622452,0.000087466295,0.0006070387,0.00013739378,0.00075394544,0.000103325416,0.0004237362,0.000006610141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029842914,0.000059984555,0.039426126,0.00025493794,0.0000829999,0.000017594693,0.700702,0.0000014574237,0.000014898814,0.006516564,0.00032973624,0.25229526],"study_design_scores_gemma":[0.00047092282,0.000038757178,0.112517476,0.0004359119,0.00002148101,1.822742e-7,0.76723945,0.0000015329783,0.000013471347,0.00017981563,0.118910976,0.00016999803],"about_ca_topic_score_codex":0.7306003,"about_ca_topic_score_gemma":0.9947209,"teacher_disagreement_score":0.39842921,"about_ca_system_score_codex":0.0005344096,"about_ca_system_score_gemma":0.00090782385,"threshold_uncertainty_score":0.99759704},"labels":[],"label_agreement":null},{"id":"W7115825496","doi":"","title":"OPTICAL PROPERTIES FOR LUNG CANCER MARGIN DETECTION","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Cancer; Surgical margin; Resection; Lung; Margin (machine learning); Resection margin","score_opus":0.018381652283510228,"score_gpt":0.27743102707185163,"score_spread":0.2590493747883414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825496","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08168601,0.00094676146,0.0081489235,0.0011914584,0.0019227056,0.0036645913,0.00007186413,0.0023610226,0.90000665],"genre_scores_gemma":[0.026544575,0.00018890436,0.002159197,0.000060442006,0.00022569225,0.000034349905,0.00011826493,0.00010028384,0.9705683],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881893,0.000020301266,0.00016827547,0.00043736855,0.0002066657,0.00034842535],"domain_scores_gemma":[0.99938524,0.00003287404,0.00007717506,0.00018692092,0.00018584303,0.00013192443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059885315,0.00027202675,0.00040122043,0.00022382631,0.00013163369,0.000048739577,0.00011907421,0.00032665543,0.005080636],"category_scores_gemma":[0.00003956466,0.0002611228,0.00020791832,0.00033368,0.00005326666,0.00009902631,0.000031151998,0.00038440357,0.000018791403],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058901836,0.00026828796,0.0012632423,0.006075876,0.00089642644,0.00025716823,0.000940153,0.000015696149,0.10082316,0.0014198129,0.007658315,0.8744917],"study_design_scores_gemma":[0.005540196,0.0016722642,0.0063861124,0.006568145,0.005278401,0.000029329212,0.008694939,0.01668464,0.5021573,0.00034198235,0.44451624,0.0021304947],"about_ca_topic_score_codex":0.00018860285,"about_ca_topic_score_gemma":0.00061945984,"teacher_disagreement_score":0.8723612,"about_ca_system_score_codex":0.00035882395,"about_ca_system_score_gemma":0.00015323368,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W7115825678","doi":"","title":"COMPARING PUBLIC SECONDARY TEACHERS IN ONTARIO","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Employability; Solidarity; Discipline; Exploratory research; Work (physics); Focus group; Qualitative research; Job security","score_opus":0.05351032567202761,"score_gpt":0.28598639211882737,"score_spread":0.23247606644679975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115825678","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19743896,0.000030515339,0.000003678982,0.00026456203,0.0008927545,0.00020703417,0.0000044882586,0.00015343756,0.8010046],"genre_scores_gemma":[0.2061239,0.000027642374,0.000048617563,0.000050351427,0.00007988466,0.0000018649907,0.00022642022,0.00003231172,0.793409],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783975,0.00039848132,0.00023379215,0.0005008074,0.000343819,0.0006833666],"domain_scores_gemma":[0.9991133,0.00027654515,0.00011213629,0.00018639446,0.00008715582,0.00022442837],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038652573,0.00023878455,0.0004354995,0.0003234308,0.0003422137,0.0001099675,0.0006969196,0.00072308193,0.10343474],"category_scores_gemma":[0.00016119341,0.00031977313,0.00015344647,0.0006952386,0.00029016784,0.00029418082,0.00010482667,0.0013045588,0.00029406996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015858065,0.00017525711,0.1650903,0.00013670804,0.00020049277,0.0008355827,0.39263946,0.000014529649,0.000020804004,0.12916279,0.0069508003,0.30461472],"study_design_scores_gemma":[0.00041724968,0.00001575302,0.04577967,0.000072981995,0.0000325801,2.4300562e-7,0.21002898,0.0000032758012,0.0000013667731,0.0009989245,0.74235165,0.00029731437],"about_ca_topic_score_codex":0.4220978,"about_ca_topic_score_gemma":0.99336034,"teacher_disagreement_score":0.73540086,"about_ca_system_score_codex":0.0022079884,"about_ca_system_score_gemma":0.0015220419,"threshold_uncertainty_score":0.99992543},"labels":[],"label_agreement":null},{"id":"W7115826392","doi":"","title":"DIETARY SUPPLEMENT REDUCES RADIATION-INDUCED MUSCLE DAMAGE","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Space Agency","keywords":"Skeletal muscle; Muscle damage; Body weight; Gastrocnemius muscle; Soleus muscle; Macrophage; Dietary supplement","score_opus":0.013291990656446527,"score_gpt":0.24582021451918618,"score_spread":0.23252822386273964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115826392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22143483,0.0003476869,0.000011802466,0.0014775057,0.0014782199,0.0013491635,0.00012561516,0.0002429614,0.7735322],"genre_scores_gemma":[0.1686562,0.0001333255,0.00054609805,0.0002420504,0.00027331637,0.000005785686,0.0038961463,0.00005554942,0.82619154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803984,0.00013573277,0.00032516377,0.0006638116,0.0004532887,0.00038217643],"domain_scores_gemma":[0.9986961,0.000114702874,0.00028386453,0.00048165384,0.00020072974,0.00022294233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011285096,0.00044565642,0.0005781981,0.0005435183,0.00019978941,0.000052895914,0.0003361274,0.00046958268,0.06242887],"category_scores_gemma":[0.00006517089,0.0005112873,0.00028893215,0.0007256429,0.00002325075,0.00025763173,0.00006310689,0.0005554835,0.0001199303],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069933466,0.0002745413,0.001875551,0.0009980033,0.0006805409,0.00041213605,0.0012402054,0.000037019956,0.010726517,0.00034528956,0.03316065,0.9495502],"study_design_scores_gemma":[0.0044579217,0.00063745363,0.081944175,0.00077407656,0.001437507,0.000004383337,0.0060130553,0.00022705096,0.014286007,0.00003728822,0.8893847,0.0007963892],"about_ca_topic_score_codex":0.00020269556,"about_ca_topic_score_gemma":0.0007247727,"teacher_disagreement_score":0.94875383,"about_ca_system_score_codex":0.0004308086,"about_ca_system_score_gemma":0.0005265914,"threshold_uncertainty_score":0.99973387},"labels":[],"label_agreement":null},{"id":"W7115826790","doi":"","title":"SOCIAL CONTEXT OF CHILDREN WHO USE AIDED COMMUNICATION","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Augmentative and alternative communication; Context (archaeology); Social environment; Social relation; Social communication; Transactional analysis; Interpersonal communication; Transactional leadership","score_opus":0.0700569490074358,"score_gpt":0.3615802995079382,"score_spread":0.2915233505005024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115826790","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21588272,0.00027821262,0.0000498776,0.00051346095,0.00021719724,0.0014042034,0.00024489834,0.0002868009,0.7811226],"genre_scores_gemma":[0.44724938,0.00014759015,0.0002910658,0.00014910821,0.000033390985,0.000009882974,0.001758517,0.00004130236,0.5503198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973235,0.0012303202,0.00053794996,0.00034904663,0.00025148364,0.0003076702],"domain_scores_gemma":[0.9965643,0.00035000226,0.001056382,0.0010254455,0.0009097787,0.00009408394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037357796,0.00028967802,0.00062778365,0.00022697225,0.0007926948,0.00000923768,0.00115939,0.0011324773,0.017660918],"category_scores_gemma":[0.00017167168,0.00032967597,0.00016370602,0.00044854553,0.00029081444,0.00024404736,0.00042041857,0.0014925639,0.00012376565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002526757,0.0006341602,0.23644148,0.00068688043,0.0010157217,0.0000068128215,0.027221251,0.0000023331552,0.00017631425,0.04851565,0.14780523,0.5349674],"study_design_scores_gemma":[0.0033803168,0.0001001599,0.2732826,0.0006264867,0.00038302262,6.273118e-7,0.07743773,0.0000196179,0.00010228993,0.0007894948,0.6432844,0.0005932806],"about_ca_topic_score_codex":0.0015399774,"about_ca_topic_score_gemma":0.0074394317,"teacher_disagreement_score":0.5343741,"about_ca_system_score_codex":0.0005316322,"about_ca_system_score_gemma":0.0005510807,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W7126292977","doi":"","title":"Factors Affecting Georgian Bay Coastal Wetlands","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Bay; Macrophyte; Abiotic component; Biodiversity; Aquatic plant; Ecosystem; Water quality","score_opus":0.010415547263637456,"score_gpt":0.19114495527303058,"score_spread":0.18072940800939313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126292977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44522527,0.0000064634073,0.00009249047,0.0000037339746,0.00038748706,0.00017574827,0.000049184946,0.00005706628,0.5540026],"genre_scores_gemma":[0.37699735,0.000017905137,0.00008318879,0.000010910691,0.00005563848,3.585594e-7,0.000546589,0.000041256153,0.6222468],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838156,0.00008589476,0.0002212738,0.0005383518,0.00036255782,0.00041036145],"domain_scores_gemma":[0.99917406,0.00007063978,0.00028464047,0.000271553,0.000012805165,0.00018632914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006582018,0.00042323538,0.00040283316,0.000082937106,0.0003463519,0.000042911783,0.0004281087,0.00036645317,0.14600144],"category_scores_gemma":[0.000009948045,0.00042164384,0.00019606364,0.00037890495,0.000068336834,0.00023680535,0.00013718425,0.000394875,0.00044464585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015196917,0.00013556246,0.9171881,0.0002542529,0.0001857462,0.0003651392,0.0060806694,0.00092235795,0.00030821812,0.00022413443,0.0034126383,0.07077122],"study_design_scores_gemma":[0.0011874763,0.00021021825,0.34175992,0.00028799367,0.00019663351,0.000023569039,0.019431902,0.0015636395,0.0003514663,0.00003126731,0.63338274,0.0015731968],"about_ca_topic_score_codex":0.0010348832,"about_ca_topic_score_gemma":0.08075415,"teacher_disagreement_score":0.6299701,"about_ca_system_score_codex":0.0002729728,"about_ca_system_score_gemma":0.00003731694,"threshold_uncertainty_score":0.9998235},"labels":[],"label_agreement":null},{"id":"W7126294520","doi":"","title":"What Has Changed? A Critical Examination of the Duluth Model and Batterer Intervention / Partner Assault Response Programs","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Thematic analysis; Intervention (counseling); Intimate partner; Poison control; Suicide prevention; Human factors and ergonomics; Sexual assault","score_opus":0.045703941824676415,"score_gpt":0.30301199984240784,"score_spread":0.25730805801773143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126294520","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21901482,0.0006931674,0.00087625376,0.0011006516,0.0024689788,0.0015572549,0.000048945094,0.00012548556,0.77411443],"genre_scores_gemma":[0.57270354,0.00013803924,0.00007116049,0.000039541057,0.000027470724,0.0000052142655,0.000035556306,0.000010503472,0.42696896],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997891,0.0008165997,0.00021105999,0.00036385507,0.00044073604,0.00027675438],"domain_scores_gemma":[0.9990726,0.00013319569,0.00016610534,0.00020032232,0.00035718104,0.000070575676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006867498,0.00019774509,0.00023781828,0.00015283567,0.00048318552,0.0002588557,0.00038804204,0.00038498,0.0019303012],"category_scores_gemma":[0.0001385035,0.00018376591,0.00015886483,0.00046131248,0.00034506686,0.00062393566,0.0001082562,0.00029332848,0.0000053605327],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001252934,0.0003563421,0.0005418296,0.0009935069,0.00011418467,0.000017503206,0.052560233,0.00004237202,0.00032873856,0.039230138,0.00047720424,0.90408504],"study_design_scores_gemma":[0.0034419908,0.00058395433,0.115440376,0.016850885,0.0015809069,0.0000028641723,0.6116811,0.013189909,0.0015175611,0.0025935262,0.23113315,0.0019837513],"about_ca_topic_score_codex":0.00040624285,"about_ca_topic_score_gemma":0.0037800106,"teacher_disagreement_score":0.9021013,"about_ca_system_score_codex":0.00014379219,"about_ca_system_score_gemma":0.00020426951,"threshold_uncertainty_score":0.9989821},"labels":[],"label_agreement":null},{"id":"W7126298491","doi":"","title":"The role of internal communications function in supporting a remote workforce across the Canadian public service: Lessons learned from the COVID-19 pandemic","year":2021,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Work (physics); Internal communications; Public service; Function (biology); Service (business); Pandemic","score_opus":0.08747913269961166,"score_gpt":0.33230511496995263,"score_spread":0.24482598227034097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126298491","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33519423,0.013926521,0.00025095104,0.09913098,0.0020597992,0.002567203,0.0005195422,0.0001718655,0.5461789],"genre_scores_gemma":[0.91486526,0.006131759,0.00003420468,0.0012432529,0.0001710104,0.0000065425465,0.00035681683,0.000049135495,0.07714203],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.993681,0.0028891957,0.0007390218,0.00076855585,0.0007579677,0.001164265],"domain_scores_gemma":[0.9932355,0.002746951,0.0012967715,0.0016758768,0.0005951263,0.00044976678],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024474734,0.00046855258,0.00051373005,0.00012480374,0.0065698307,0.00083774066,0.005314321,0.00072618463,0.0069789924],"category_scores_gemma":[0.00068699935,0.00036354037,0.00030886536,0.0030818582,0.0011588273,0.00047601928,0.0008358769,0.002113038,0.000026438142],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025034414,0.000055425076,0.30928913,0.00003729354,0.00033979144,0.000013512658,0.17817697,0.0001843314,0.000054771,0.0049251127,0.00013668963,0.5065366],"study_design_scores_gemma":[0.00038576717,0.000014320185,0.019508583,0.00020667455,0.00009603474,0.0000014596047,0.51450104,0.00043552677,0.0000018223719,0.0012848588,0.46334097,0.00022297783],"about_ca_topic_score_codex":0.74357206,"about_ca_topic_score_gemma":0.99894166,"teacher_disagreement_score":0.579671,"about_ca_system_score_codex":0.0020507814,"about_ca_system_score_gemma":0.004902214,"threshold_uncertainty_score":0.9998817},"labels":[],"label_agreement":null},{"id":"W7126300037","doi":"","title":"Investigating the UPR in Fibrotic Lung Disease","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Endoplasmic Reticulum Stress and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Unfolded protein response; Pathogenesis; Fibrosis; Myofibroblast; Endoplasmic reticulum; Extracellular matrix; Pulmonary fibrosis; Immune system; Macrophage","score_opus":0.008298727446099982,"score_gpt":0.2225060763840904,"score_spread":0.21420734893799043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126300037","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40886414,0.0015296349,0.000025138836,0.00015010273,0.00040081594,0.0005216894,0.000085429216,0.000020061183,0.588403],"genre_scores_gemma":[0.46527767,0.00015385714,0.000032196895,0.00007842767,0.0001296011,0.0000046811797,0.0007718948,0.000033719203,0.53351796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886477,0.00009111211,0.00014991933,0.0004625892,0.0001564448,0.0002751504],"domain_scores_gemma":[0.9989865,0.000015038519,0.00020273171,0.0005539396,0.000048524333,0.00019325483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052019728,0.00026737212,0.00018201415,0.000057686928,0.00023980181,0.00008971358,0.00059970043,0.00019784368,0.003134433],"category_scores_gemma":[0.00010364058,0.0002383207,0.00015844869,0.00008760033,0.000101999925,0.000010664375,0.00011110738,0.00021958025,0.0000138841015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031045666,0.0006245794,0.43156534,0.0045175646,0.0010119817,0.0018156667,0.0021697243,0.0030177669,0.02628317,0.0044918237,0.032802355,0.48859546],"study_design_scores_gemma":[0.005154038,0.0001782053,0.18898387,0.0023281327,0.0009616745,0.000008388107,0.007612234,0.0022326529,0.0077886432,0.00058723305,0.78166765,0.0024972924],"about_ca_topic_score_codex":0.00012594738,"about_ca_topic_score_gemma":0.0010862394,"teacher_disagreement_score":0.7488653,"about_ca_system_score_codex":0.000037558442,"about_ca_system_score_gemma":0.00024337512,"threshold_uncertainty_score":0.99777687},"labels":[],"label_agreement":null},{"id":"W7126330512","doi":"","title":"Resource Allocation in Ontario Long-Term Care Facilities","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Agency (philosophy); Resource allocation; Quality (philosophy); Politics; Resource (disambiguation)","score_opus":0.027433510069902717,"score_gpt":0.2774325869132598,"score_spread":0.24999907684335707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126330512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1690647,0.00037391094,0.000018981611,0.00016913135,0.0011229604,0.0008033781,0.000037525668,0.000126642,0.8282828],"genre_scores_gemma":[0.07626378,0.000031740696,0.000045569723,0.000054514683,0.00013007752,0.0000058846817,0.0034970136,0.0000433628,0.9199281],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980285,0.00029233823,0.00037072043,0.000559725,0.00027919502,0.00046950424],"domain_scores_gemma":[0.9990458,0.00008867716,0.00026645482,0.00028756587,0.0001637672,0.00014776588],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060959723,0.00034558482,0.00048548664,0.0002976347,0.00035755005,0.000022991182,0.00036788726,0.00066646124,0.07760525],"category_scores_gemma":[0.000016911346,0.0004099143,0.0001511932,0.00044593948,0.00002989989,0.000158138,0.00008582235,0.001324398,0.0003259268],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022943297,0.00008605133,0.1574364,0.00477492,0.00015433988,0.0004305236,0.5786892,0.000021748683,0.000068472895,0.00068081485,0.011818539,0.24354464],"study_design_scores_gemma":[0.0009085457,0.00007001344,0.11622929,0.00065206556,0.00009054825,3.8017228e-7,0.2594623,0.0000010666284,0.000014742025,0.0000103534785,0.62224674,0.0003139956],"about_ca_topic_score_codex":0.06372842,"about_ca_topic_score_gemma":0.8582729,"teacher_disagreement_score":0.7945445,"about_ca_system_score_codex":0.0019121567,"about_ca_system_score_gemma":0.0009790029,"threshold_uncertainty_score":0.99983525},"labels":[],"label_agreement":null},{"id":"W7126335191","doi":"","title":"Comparative study of ATF for a CANDU lattice","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lattice (music); Solid-state; Crystal structure; Lattice constant","score_opus":0.04501018684067252,"score_gpt":0.2652855246455909,"score_spread":0.2202753378049184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126335191","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69846785,0.000051270625,0.000003920627,0.000006684702,0.0007417496,0.0006685997,0.00011049261,0.000029800976,0.29991966],"genre_scores_gemma":[0.4932298,0.000006411036,0.00017891708,0.0000054952807,0.00006474563,0.0000035809762,0.00004243607,0.00002415427,0.50644445],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988928,0.00010763784,0.00021821988,0.00037490655,0.00018956517,0.00021687575],"domain_scores_gemma":[0.9988649,0.000044966684,0.00047328343,0.00034869733,0.00021009795,0.000058058482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012462349,0.00024414485,0.0005930135,0.00007610368,0.00030722297,0.00012712399,0.0006107039,0.00015051641,0.044875097],"category_scores_gemma":[0.000013514926,0.00022811737,0.00008604523,0.00005921729,0.00006123645,0.00022995999,0.00006861237,0.00008649213,0.00007214051],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019746456,0.0023300108,0.000720261,0.004151694,0.0009938603,0.00015605522,0.106399745,0.000100448306,0.7595068,0.0035264664,0.008242892,0.09412526],"study_design_scores_gemma":[0.004725763,0.0023307446,0.0030069554,0.00056152814,0.0008898282,0.00000214639,0.10690982,0.0000435734,0.118064635,0.00017163742,0.76226866,0.0010246827],"about_ca_topic_score_codex":0.0012659897,"about_ca_topic_score_gemma":0.0059674974,"teacher_disagreement_score":0.7540258,"about_ca_system_score_codex":0.000047822537,"about_ca_system_score_gemma":0.0000916226,"threshold_uncertainty_score":0.955998},"labels":[],"label_agreement":null},{"id":"W7126350547","doi":"","title":"Exploring Strategies of Biblical Engagement","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Witness; Faith; Element (criminal law); Value (mathematics); Focus group; Qualitative research; Christianity; Narrative","score_opus":0.12179993719315199,"score_gpt":0.2286283313567449,"score_spread":0.10682839416359291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126350547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021767072,0.00053224404,0.00016821308,0.00019378458,0.00043755845,0.000070472306,0.00004726992,0.00014669607,0.9766367],"genre_scores_gemma":[0.77334297,0.00028679354,0.000033161312,0.000020000416,0.00017680906,0.0000010375962,0.000005157681,0.000011710483,0.22612236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994008,0.000034185796,0.000106366955,0.00017265856,0.00012743159,0.0001585374],"domain_scores_gemma":[0.9997535,0.000045693705,0.000023157545,0.00009768124,0.00004229568,0.00003771268],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056018525,0.00011289394,0.00013179565,0.0002483445,0.00016810956,0.00018332666,0.00015502983,0.000015810274,0.08909736],"category_scores_gemma":[0.0000030070573,0.00010600704,0.00008380963,0.00017915193,0.00016949482,0.0007503179,0.00013663607,0.00011641701,0.00010087745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002648095,0.000055747998,0.0000470527,0.0002931077,0.00019022917,0.00013709886,0.022191461,0.000009913253,0.000100984056,0.8552396,0.010290236,0.11141807],"study_design_scores_gemma":[0.0001256489,0.000052101852,0.000086636785,0.00008235234,0.000045141176,6.7613377e-7,0.08246416,0.000029166658,0.00011083779,0.00030787574,0.91659456,0.000100870704],"about_ca_topic_score_codex":0.00027988345,"about_ca_topic_score_gemma":0.0009001562,"teacher_disagreement_score":0.9063043,"about_ca_system_score_codex":0.000030167928,"about_ca_system_score_gemma":0.00002905217,"threshold_uncertainty_score":0.91173536},"labels":[],"label_agreement":null},{"id":"W7126360232","doi":"","title":"A Reception History Approach","year":2024,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Religious Studies and Spiritual Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Divinity; TRACE (psycholinguistics); Variety (cybernetics); Old Testament; Construct (python library); Reception theory; Section (typography); Chorus","score_opus":0.04158469082797117,"score_gpt":0.20080724736305353,"score_spread":0.15922255653508235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126360232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005250114,0.0020916602,0.00030375196,0.00043959895,0.0009073823,0.00009355035,0.000004890427,0.00023295781,0.9954012],"genre_scores_gemma":[0.06172231,0.0002709976,0.000121212775,0.00017474,0.0004247551,7.981874e-7,0.000006349442,0.000016601722,0.93726224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932015,0.00004197643,0.000087761975,0.0002544777,0.00011884928,0.00017680124],"domain_scores_gemma":[0.99974436,0.000036292968,0.000031276726,0.000105391635,0.00003694917,0.000045741224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006557802,0.00012220672,0.0001163805,0.00009465744,0.00019638079,0.00014384383,0.00013954939,0.00003929079,0.18871868],"category_scores_gemma":[0.000004034734,0.00011279416,0.00009530253,0.0000557046,0.0001575472,0.0004734999,0.00007426355,0.00015875617,0.00063629745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043501037,0.000055401433,0.000021920989,0.00013630046,0.00013194194,0.00007367962,0.02282512,0.000010376117,0.000021916878,0.48249364,0.27319726,0.22098894],"study_design_scores_gemma":[0.00012142983,0.00005477768,0.0000055291207,0.00002649312,0.00005640913,0.0000033031108,0.012217704,0.00043827223,0.0000012550288,0.00024434572,0.98668003,0.00015044621],"about_ca_topic_score_codex":0.0005034769,"about_ca_topic_score_gemma":0.00051206857,"teacher_disagreement_score":0.7134828,"about_ca_system_score_codex":0.00023085806,"about_ca_system_score_gemma":0.000030041267,"threshold_uncertainty_score":0.81785285},"labels":[],"label_agreement":null},{"id":"W7128098406","doi":"","title":"Dust and Gas in NGC3627","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Emissivity; Spectral energy distribution; Hydrogen; Cosmic dust; Filter (signal processing); Telescope; Interstellar medium","score_opus":0.00801606877083722,"score_gpt":0.21786219632744666,"score_spread":0.20984612755660945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128098406","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09368448,0.000023348237,0.0016447745,0.000054190197,0.00010315041,0.00023530323,0.000028388993,0.000020180878,0.9042062],"genre_scores_gemma":[0.5323773,0.000003720001,0.00012922162,0.0000054704196,0.00016907688,0.0000017741804,0.00019217172,0.000023453229,0.46709785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876994,0.000079129684,0.00014965875,0.00043771867,0.00016947534,0.00039409075],"domain_scores_gemma":[0.9994711,0.00005528445,0.00010046653,0.00017679315,0.0000408579,0.00015548409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051677573,0.0002762458,0.00033703182,0.00015984933,0.000098331286,0.00006252567,0.00026630817,0.00011807804,0.04825061],"category_scores_gemma":[0.0000023605676,0.00030677664,0.0001046166,0.00027146263,0.00006029908,0.00015399273,0.00009389207,0.00054925156,0.00012471416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116743766,0.000069534646,0.013603499,0.000029840605,0.000049539227,0.000012701433,0.00015907023,0.000010957477,0.0000872322,0.007739489,0.00020551722,0.9779159],"study_design_scores_gemma":[0.004746852,0.00034985464,0.038173914,0.00074733054,0.00020593731,6.157539e-7,0.019328596,0.00092536135,0.0035624711,0.0029133437,0.927314,0.0017317644],"about_ca_topic_score_codex":0.00045656803,"about_ca_topic_score_gemma":0.00023154539,"teacher_disagreement_score":0.9761841,"about_ca_system_score_codex":0.000048887443,"about_ca_system_score_gemma":0.00008743441,"threshold_uncertainty_score":0.9999384},"labels":[],"label_agreement":null},{"id":"W7128100004","doi":"","title":"Providers Experiences Delivering Two Parenting Programs","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Focus group; Psychological intervention; Service provider; Qualitative research; Service delivery framework; Component (thermodynamics); Program evaluation; Descriptive research","score_opus":0.02686779078950212,"score_gpt":0.2621144909365717,"score_spread":0.23524670014706955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128100004","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2865462,0.0001617135,0.000024746894,0.00006852041,0.0050395117,0.00044857248,0.0000066493467,0.00033766305,0.7073664],"genre_scores_gemma":[0.107123286,0.000038275495,0.00008242693,0.000057817815,0.00034162463,0.000011660071,0.00049965776,0.0000526078,0.89179265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827695,0.00006576646,0.00024549113,0.0006419625,0.00029069267,0.0004791169],"domain_scores_gemma":[0.99942565,0.0000215307,0.00019806459,0.0001543306,0.00007009709,0.00013034669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006632411,0.00033130415,0.00028045694,0.00017345817,0.0003175322,0.00010650312,0.00038087647,0.00020540821,0.046967067],"category_scores_gemma":[0.000004538757,0.00035866702,0.00020319957,0.00055471447,0.000050068546,0.00014352091,0.000065282795,0.00030447613,0.00068729906],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021849373,0.00017561964,0.0043805996,0.00020211792,0.00024870934,0.00018975064,0.04660325,0.0000045797024,0.000019505262,0.0012992612,0.002667242,0.9439909],"study_design_scores_gemma":[0.0013601857,0.00008293727,0.032595817,0.001249233,0.0001139076,0.0000044556564,0.37885523,0.000011255833,0.00003125697,0.00015417906,0.5846509,0.0008906562],"about_ca_topic_score_codex":0.00055581715,"about_ca_topic_score_gemma":0.0016054378,"teacher_disagreement_score":0.9431002,"about_ca_system_score_codex":0.000101811456,"about_ca_system_score_gemma":0.00008405905,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W7128100753","doi":"","title":"The Polymerization and Application of Silicone Microemulsions in the Development of Nanostructured Materials","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Microemulsion; Silicone; Polymerization; Elastomer; Nanoparticle; Vulcanization; Silicone oil","score_opus":0.004738929048826133,"score_gpt":0.18755724976115024,"score_spread":0.1828183207123241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128100753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95554227,0.0003653192,0.022293484,0.00025626374,0.00021834012,0.0007226943,0.00002865634,0.000025586734,0.020547416],"genre_scores_gemma":[0.9794504,0.00007221594,0.0010611822,0.000004691985,0.000009043982,0.0000032259168,0.000043010114,0.000007358134,0.019348858],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941057,0.000032175685,0.00015666203,0.0001536326,0.00014709757,0.00009988376],"domain_scores_gemma":[0.999627,0.000058993664,0.00010162626,0.00017993455,0.000013852023,0.000018623072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007147853,0.00008597155,0.00010606225,0.00006218639,0.00007168926,0.000016685304,0.00050132634,0.000070092545,0.00015393789],"category_scores_gemma":[0.000005591914,0.000053160555,0.000017701286,0.00024433093,0.000047535388,0.000064752916,0.00010408986,0.00005575094,0.000001403033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002117913,0.000011064142,0.00006884158,0.000053065098,0.000008587027,3.8113475e-7,0.0008311563,0.0000020885607,0.702864,0.0010886759,0.0000027412893,0.29504824],"study_design_scores_gemma":[0.0003337467,0.000018847879,0.013946721,0.00010794058,0.000008315562,0.0000010352219,0.00072138914,0.000103577775,0.97434485,0.00017396371,0.010113785,0.00012580829],"about_ca_topic_score_codex":0.000023027136,"about_ca_topic_score_gemma":0.000056897068,"teacher_disagreement_score":0.2949224,"about_ca_system_score_codex":0.00003149707,"about_ca_system_score_gemma":0.000023467392,"threshold_uncertainty_score":0.21678245},"labels":[],"label_agreement":null},{"id":"W7128102638","doi":"","title":"Cyclic AMP and CFTR Modulation in the airways","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Cyclic adenosine monophosphate; Chloride channel; Mucociliary clearance; Ivacaftor; Intracellular; Protein kinase A; Phosphorylation; Respiratory epithelium","score_opus":0.01624263766592601,"score_gpt":0.2655467351572554,"score_spread":0.2493040974913294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128102638","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32820714,0.0015069514,0.00009269261,0.00055094593,0.0002520502,0.0008792931,0.000023540706,0.00007606971,0.6684113],"genre_scores_gemma":[0.24846657,0.000260287,0.0005332078,0.00006694263,0.00011173482,0.000003921192,0.00048290082,0.000040284936,0.75003415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875534,0.00007892313,0.00015124798,0.0003901113,0.0003792495,0.00024514776],"domain_scores_gemma":[0.9994641,0.000107176886,0.000057098092,0.0002375375,0.000053018735,0.00008109526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011153273,0.00020891252,0.00026210368,0.0003174602,0.00006928418,0.0000683752,0.00017285967,0.00017625079,0.008328979],"category_scores_gemma":[0.00004899073,0.00016893433,0.0000799757,0.0006534165,0.00005946401,0.00014341655,0.000049757396,0.00052973814,0.00011395235],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016109353,0.00015330531,0.0038885628,0.0025141928,0.00016032698,0.0008415175,0.007054021,0.0000705025,0.0075394153,0.002500813,0.0035939133,0.9700725],"study_design_scores_gemma":[0.0013658656,0.00022910158,0.056113183,0.0011626758,0.00023632449,0.000034615015,0.0122771235,0.00063871336,0.00018935734,0.0007790457,0.9266581,0.00031588756],"about_ca_topic_score_codex":0.00018722496,"about_ca_topic_score_gemma":0.0037126562,"teacher_disagreement_score":0.9697566,"about_ca_system_score_codex":0.00015446341,"about_ca_system_score_gemma":0.00009211696,"threshold_uncertainty_score":0.99257755},"labels":[],"label_agreement":null},{"id":"W7128103107","doi":"","title":"EVIDENCE-INFORMED DECISION-MAKING IN CRISIS ZONES","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Qualitative research; Conceptual framework; Politics; Humanitarian crisis; Body of knowledge; Refugee crisis; Focus group; Evidence-based practice","score_opus":0.06561635395329886,"score_gpt":0.38756708255713507,"score_spread":0.3219507286038362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128103107","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023481056,0.0015884844,0.00033543215,0.0010921495,0.0033229815,0.0018756959,0.000033363074,0.00015197045,0.96811885],"genre_scores_gemma":[0.050372608,0.002313157,0.0008725765,0.002560753,0.00025479184,0.000024051296,0.00008048683,0.00008551311,0.9434361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969303,0.00027376783,0.00075150834,0.00062587403,0.00045661864,0.00096191734],"domain_scores_gemma":[0.99647903,0.0020346842,0.0005463485,0.0004592181,0.0002949257,0.00018576237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003107536,0.00044539568,0.00081978756,0.0006344926,0.0007062424,0.000021159542,0.00059146434,0.0008449262,0.09596315],"category_scores_gemma":[0.0004055051,0.0004544219,0.00018000384,0.0009605938,0.00002639617,0.0005669923,0.00023069186,0.0013285235,0.0020223884],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024655573,0.000064200765,0.028730514,0.0044331076,0.00012574477,0.00017775397,0.07961638,0.000019047191,0.0000038332737,0.0014947079,0.013737482,0.8691317],"study_design_scores_gemma":[0.0010087306,0.00008558582,0.021684054,0.011390707,0.00008387647,4.976514e-7,0.16030622,0.00004491355,0.0000011867224,0.00011417588,0.80480427,0.00047577883],"about_ca_topic_score_codex":0.0011782619,"about_ca_topic_score_gemma":0.015663905,"teacher_disagreement_score":0.86865586,"about_ca_system_score_codex":0.0008756897,"about_ca_system_score_gemma":0.0016277902,"threshold_uncertainty_score":0.9997907},"labels":[],"label_agreement":null},{"id":"W7128104274","doi":"","title":"Model Theory and Valuations","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Algebraic closure; Quantifier elimination; Algebraic number; Residue field; Property (philosophy); Valuation (finance); Closure (psychology); Extension (predicate logic); Model theory","score_opus":0.033772636725546014,"score_gpt":0.2828494677842024,"score_spread":0.24907683105865638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128104274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018894237,0.00011802414,0.027556963,0.000022035058,0.00023875851,0.0002559175,0.000033696506,0.00012322055,0.9527571],"genre_scores_gemma":[0.0068382225,0.00004547247,0.011242156,0.000053546348,0.00006948878,0.0000014533458,0.00008900322,0.000045294717,0.98161536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989323,0.00020379781,0.00015142374,0.00036359325,0.00012766669,0.00022120857],"domain_scores_gemma":[0.9990715,0.0003048896,0.00016609937,0.00027154182,0.00010653306,0.00007943019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248768,0.00025672693,0.00028808418,0.00014166394,0.00026896264,0.000016421276,0.00023933408,0.00039044739,0.04302439],"category_scores_gemma":[0.000113166854,0.00027576077,0.00008634899,0.00014601492,0.0001670895,0.0001630147,0.00006672268,0.0002873717,0.000063566666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040483224,0.00004488509,0.000013545652,0.00012266767,0.00012676365,0.00001782538,0.0026805792,0.000014082304,0.000058403366,0.9313712,0.0011319959,0.0640132],"study_design_scores_gemma":[0.0005068146,0.000048266545,0.000024940206,0.00008927785,0.0003611297,0.0000044782655,0.0067551294,0.0006544987,0.00015329494,0.9571339,0.033930756,0.00033754652],"about_ca_topic_score_codex":0.0000021322671,"about_ca_topic_score_gemma":0.00027930297,"teacher_disagreement_score":0.06367565,"about_ca_system_score_codex":0.000057623252,"about_ca_system_score_gemma":0.000086223954,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W7128104276","doi":"","title":"Long-Term Care Resident Transfer to the Emergency Department","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Minimum Data Set; Logistic regression; Cohort; Mood; Retrospective cohort study; Hospital admission","score_opus":0.014510321199578546,"score_gpt":0.2481867612496515,"score_spread":0.23367644005007296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128104276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08502547,0.008015514,0.00020803598,0.0024124123,0.0025706145,0.002080822,0.00016760571,0.0001636102,0.8993559],"genre_scores_gemma":[0.1170358,0.004079365,0.000046157158,0.00053893845,0.0005747842,0.000015875885,0.0015661449,0.00009015262,0.8760528],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983242,0.0000627414,0.00027731448,0.0005781854,0.00041262113,0.0003449208],"domain_scores_gemma":[0.9991032,0.00001199439,0.00004106586,0.00034881904,0.00025854135,0.00023636961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027948607,0.00041480755,0.0004601062,0.00010952553,0.00028551108,0.00001516943,0.00035025572,0.00019366232,0.06839419],"category_scores_gemma":[0.0000140679795,0.00033742015,0.00038641316,0.0005590839,0.000023391225,0.00006695502,0.00008154697,0.0003876429,0.0002640638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007817791,0.000337427,0.053982243,0.008026859,0.0052881753,0.0051541673,0.119966,0.000037384998,0.0018088601,0.0017819757,0.25291988,0.5428792],"study_design_scores_gemma":[0.0009490039,0.000460317,0.044905584,0.0004540228,0.0016110896,0.000004964261,0.03350586,8.2843707e-7,0.0016498915,0.000003532278,0.91596955,0.0004853527],"about_ca_topic_score_codex":0.000060849656,"about_ca_topic_score_gemma":0.006627095,"teacher_disagreement_score":0.66304964,"about_ca_system_score_codex":0.0001914535,"about_ca_system_score_gemma":0.000124643,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W7128105257","doi":"","title":"Peripheral and airway B cells in asthma","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Asthma; Airway; Sputum; Regulatory B cells; B cell; Degranulation; Lymphocyte; Eosinophilic; Mast cell","score_opus":0.009346002919148427,"score_gpt":0.221104536865722,"score_spread":0.2117585339465736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128105257","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5608002,0.0004777769,0.0000058278483,0.000060150298,0.00047448126,0.00045355753,0.000036488967,0.00013918936,0.43755233],"genre_scores_gemma":[0.048406452,0.0001487463,0.000058653648,0.000098801174,0.00011401864,0.0000015179704,0.00018550007,0.000064400396,0.9509219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988167,0.000055962217,0.00017305173,0.00045279542,0.00021141084,0.00029003373],"domain_scores_gemma":[0.9994378,0.000025970434,0.00008874843,0.00018090288,0.00005305837,0.00021352134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039881004,0.00028739707,0.00041394643,0.00030948783,0.00007354228,0.000026771955,0.000114822644,0.0003188367,0.026162352],"category_scores_gemma":[0.000008641345,0.000295092,0.00013426339,0.00046714768,0.00005659756,0.00009486382,0.000050444145,0.00034032983,0.00013257486],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019640275,0.00025086617,0.016325181,0.0015646976,0.00015347144,0.0048883664,0.0022846644,0.000035587407,0.0022997006,0.00012945897,0.0043101883,0.9657938],"study_design_scores_gemma":[0.0033209287,0.00041090496,0.102514245,0.0009902106,0.00020415627,0.000011301982,0.021791091,0.00010741821,0.0007784921,0.000014877877,0.8692493,0.00060711475],"about_ca_topic_score_codex":0.0001060425,"about_ca_topic_score_gemma":0.0014430964,"teacher_disagreement_score":0.96518666,"about_ca_system_score_codex":0.00013100484,"about_ca_system_score_gemma":0.00018858844,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W7128105471","doi":"","title":"Knowing God through the Practice of Mothering","year":2025,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Theological Perspectives and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Interview; Spiritual practice; Vulnerability (computing); Narrative inquiry; Embodied cognition; Qualitative research","score_opus":0.021815877473479635,"score_gpt":0.2866809117258313,"score_spread":0.2648650342523517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128105471","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012098643,0.0002832866,0.00311551,0.00821633,0.0001457775,0.00012759262,0.0000013694396,0.00004012215,0.98686016],"genre_scores_gemma":[0.44216996,0.00022902344,0.001387554,0.00053568167,0.000058615195,3.0251414e-7,1.540146e-7,0.0000043147575,0.5556144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900967,0.0004434933,0.00008253593,0.00015648731,0.00013561531,0.0001722049],"domain_scores_gemma":[0.9987453,0.00091282313,0.00010547255,0.00013512452,0.00007666605,0.000024592006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003102667,0.00006960022,0.00010464204,0.000026142987,0.00046149857,0.00004553662,0.00039666618,0.000065764245,0.024905637],"category_scores_gemma":[0.00032884246,0.00005482637,0.00006786207,0.0006035584,0.00032455486,0.00065137475,0.00013087466,0.00015475982,0.000015868462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011807317,0.000056817855,0.00042507387,0.000009560005,0.00008503561,0.000011085695,0.017568132,0.0000961588,0.00008020002,0.848571,0.00035016757,0.13262868],"study_design_scores_gemma":[0.0001496568,0.000019009365,0.00013364418,0.00001922264,0.00004739623,2.9361115e-7,0.14238383,0.000010431493,0.000049190407,0.0034615912,0.8536727,0.000053043914],"about_ca_topic_score_codex":0.0035430351,"about_ca_topic_score_gemma":0.00062654883,"teacher_disagreement_score":0.8533225,"about_ca_system_score_codex":0.00007931244,"about_ca_system_score_gemma":0.00006681107,"threshold_uncertainty_score":0.9759857},"labels":[],"label_agreement":null},{"id":"W7128105557","doi":"","title":"CIGARETTE SMOKING AND BACTERIAL-HOST INTERACTIONS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"COPD; Cigarette smoke; Context (archaeology); Disease; Asymptomatic; Haemophilus influenzae; Neutrophilia; Microbiome","score_opus":0.014118006008205865,"score_gpt":0.2539412841109481,"score_spread":0.2398232781027422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128105557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26582196,0.00039921954,0.000022783428,0.00033684887,0.00091386726,0.00060431147,0.0001768987,0.000110827605,0.7316133],"genre_scores_gemma":[0.114328675,0.00018270277,0.000051333944,0.00004888166,0.00040185868,0.0000036504237,0.000541989,0.0000852819,0.8843556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814165,0.00009158063,0.00022437047,0.0007006998,0.00039574315,0.00044594225],"domain_scores_gemma":[0.99876165,0.000086484084,0.00017388495,0.00038995876,0.00022092598,0.000367099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006258638,0.00038698874,0.00047298818,0.00040815453,0.00023049364,0.000069101465,0.00021468043,0.000294193,0.18972722],"category_scores_gemma":[0.00003481524,0.00037861822,0.00019341566,0.00032720208,0.00013188954,0.00033611187,0.00015344255,0.0005795823,0.00009241941],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00428832,0.00021816361,0.011057679,0.0018585925,0.0015108847,0.0018125625,0.00079169095,2.415807e-7,0.01641613,0.000800604,0.0026715475,0.9585736],"study_design_scores_gemma":[0.003294594,0.00011448916,0.16685934,0.0019446332,0.0011361174,0.00007756402,0.0040222057,0.000021323169,0.0018145593,0.000052571468,0.8200272,0.0006354299],"about_ca_topic_score_codex":0.00010714486,"about_ca_topic_score_gemma":0.00033810834,"teacher_disagreement_score":0.95793813,"about_ca_system_score_codex":0.0007178189,"about_ca_system_score_gemma":0.00035346174,"threshold_uncertainty_score":0.99986655},"labels":[],"label_agreement":null},{"id":"W7128105788","doi":"","title":"Creatine and Performance in Males and Females","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Creatine; Creatine kinase; Placebo; Creatine Monohydrate; Phosphate; Muscle biopsy; Intramuscular injection; Physical exercise","score_opus":0.008223902057954358,"score_gpt":0.19958829494375419,"score_spread":0.19136439288579982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128105788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84296054,0.002012503,0.0000022517268,0.000010489765,0.00003975294,0.00010061486,0.000015284992,0.0000053649924,0.15485317],"genre_scores_gemma":[0.65245444,0.010081978,0.00019768659,0.000028326596,0.00008846497,0.0000013131092,0.00060516194,0.000019802135,0.33652285],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99938196,0.000034237506,0.000091812595,0.00030365973,0.000054737648,0.0001336179],"domain_scores_gemma":[0.9997789,0.0000041092135,0.00004805352,0.0001021331,0.000018328237,0.000048444366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031202548,0.00016150031,0.0001592197,0.000088641355,0.00005249347,0.000019724346,0.000078326215,0.00021776109,0.0022252242],"category_scores_gemma":[0.0000030203025,0.00018227269,0.000026953661,0.00008633902,0.000039626615,0.000009052471,0.000031933934,0.00009155931,0.000002732027],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022916445,0.00007540171,0.07996661,0.0006527648,0.000050779883,0.000032961816,0.00022641361,0.000005593064,0.011737526,0.00012888263,0.00016682559,0.9046646],"study_design_scores_gemma":[0.0013233148,0.00017743,0.5020696,0.00019167243,0.00005527794,0.0000092367245,0.00071773963,0.000024410743,0.005118095,0.000014933219,0.48994884,0.00034942548],"about_ca_topic_score_codex":0.00002294352,"about_ca_topic_score_gemma":0.00059048436,"teacher_disagreement_score":0.9043152,"about_ca_system_score_codex":0.000006974184,"about_ca_system_score_gemma":0.000022070632,"threshold_uncertainty_score":0.99868685},"labels":[],"label_agreement":null},{"id":"W7128107173","doi":"","title":"Corporate social responsibility: An approach to international public relations in Canadian companies","year":2009,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Corporate governance; Government (linguistics); International relations; Public policy","score_opus":0.051406151717828016,"score_gpt":0.2800427469563943,"score_spread":0.22863659523856628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128107173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08088281,0.000043932036,0.0003300893,0.005859148,0.0004739846,0.00095366366,0.0001057036,0.00008117684,0.9112695],"genre_scores_gemma":[0.70889693,0.00005468202,0.0010723562,0.00021967248,0.00014239608,0.000007494105,0.0018784633,0.00003110425,0.2876969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99454623,0.0018510956,0.0007378307,0.0010565845,0.00080059975,0.0010076262],"domain_scores_gemma":[0.9966396,0.00011749323,0.0007000749,0.0006763396,0.0008698072,0.0009966835],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001472735,0.0004934769,0.0005551011,0.0023972213,0.0024110402,0.0009264758,0.0025131986,0.00093606074,0.021114819],"category_scores_gemma":[0.00021524986,0.0006738371,0.00022403222,0.0049297535,0.00028652322,0.0024089236,0.00016450774,0.0010228538,0.00019000506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046434833,0.0013298378,0.038480975,0.000027337539,0.00022413414,0.000027052916,0.09206381,0.0014415119,0.000019663483,0.48100674,0.0019587083,0.38295588],"study_design_scores_gemma":[0.0006931863,0.0000670603,0.17767882,0.000052126266,0.00007475485,0.0000011710791,0.13520658,0.004598116,7.4445023e-7,0.0019044742,0.6790046,0.00071834703],"about_ca_topic_score_codex":0.27553895,"about_ca_topic_score_gemma":0.91901755,"teacher_disagreement_score":0.6770459,"about_ca_system_score_codex":0.0034214584,"about_ca_system_score_gemma":0.0039497,"threshold_uncertainty_score":0.99957126},"labels":[],"label_agreement":null},{"id":"W7128108132","doi":"","title":"AFROCENTRIC PRAXIS: ADDRESSING INTIMATE PARTNER VIOLENCE IN ONTARIO, CANADA","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Qualitative research; Ethnic group; Sexual violence; Poison control; Interview","score_opus":0.021155305323408254,"score_gpt":0.25695653633185067,"score_spread":0.2358012310084424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128108132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018156743,0.00019037617,0.000032739936,0.000023735982,0.0012061468,0.00040565227,0.000022143604,0.00006339895,0.97989905],"genre_scores_gemma":[0.178882,0.00025595157,0.000115711584,0.00012866444,0.000054374177,0.0000038870576,0.00015975133,0.000020990197,0.82037866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974842,0.00028857484,0.0003120769,0.0006176523,0.0005505284,0.00074694044],"domain_scores_gemma":[0.9990898,0.00008587908,0.00023227646,0.0002358823,0.00018871752,0.00016746651],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024004276,0.00035361593,0.00043331052,0.0003134327,0.0005169819,0.00013458372,0.000790891,0.00038712812,0.042534694],"category_scores_gemma":[0.0000444222,0.00043051105,0.00010187243,0.0010905849,0.00008312565,0.0003384754,0.00009795578,0.00071071327,0.000031860924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007645575,0.00033717207,0.10734402,0.0010839471,0.00027824542,0.0020166954,0.029033368,0.00067702093,0.0000452312,0.037641414,0.017014153,0.80376416],"study_design_scores_gemma":[0.00090255303,0.000026055955,0.08884474,0.0040303054,0.00016863518,7.304015e-7,0.04502374,0.00013036598,0.00010929591,0.00038908125,0.8592952,0.0010792793],"about_ca_topic_score_codex":0.9903387,"about_ca_topic_score_gemma":0.99959683,"teacher_disagreement_score":0.84228104,"about_ca_system_score_codex":0.0025908207,"about_ca_system_score_gemma":0.0068554506,"threshold_uncertainty_score":0.9998147},"labels":[],"label_agreement":null},{"id":"W7128108793","doi":"","title":"Cultural intelligence and strategic partnerships: Examining communications protocols in emerging markets","year":2017,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multinational corporation; Emerging markets; Cultural intelligence; Work (physics); Asset (computer security); Cross-cultural communication; Emerging technologies","score_opus":0.20493186770647911,"score_gpt":0.3815588717920919,"score_spread":0.1766270040856128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128108793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083863445,0.00054776954,0.000008257738,0.00048599124,0.00030248504,0.0045110085,0.000012527115,0.00004041064,0.91022813],"genre_scores_gemma":[0.68739533,0.0038062073,0.00012738169,0.000012821703,0.00012385714,0.00007316132,0.00008571949,0.000023190676,0.30835235],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9969389,0.0006812512,0.0004869305,0.0007288902,0.0005713198,0.00059270544],"domain_scores_gemma":[0.9979644,0.00026092608,0.00074903487,0.0005335674,0.00029976576,0.00019234557],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007033541,0.00047469465,0.0005070225,0.000284447,0.0018323497,0.0006949915,0.002461559,0.00047308355,0.017509244],"category_scores_gemma":[0.00008046929,0.00054571975,0.00013095113,0.0004023156,0.00062597694,0.0009944808,0.00042958255,0.00076560414,0.000051058698],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009503051,0.00043960303,0.016956896,0.00055856426,0.0003656009,0.00018716652,0.43857428,0.000032826956,0.00008630942,0.06608685,0.00004047709,0.4757211],"study_design_scores_gemma":[0.00071935385,0.00011490069,0.00295185,0.0016132197,0.00008222179,0.0000014335411,0.88144153,0.00048143603,0.000034816334,0.001096868,0.110760696,0.0007016741],"about_ca_topic_score_codex":0.0022700343,"about_ca_topic_score_gemma":0.045512293,"teacher_disagreement_score":0.6035319,"about_ca_system_score_codex":0.00035299044,"about_ca_system_score_gemma":0.00022945908,"threshold_uncertainty_score":0.9996994},"labels":[],"label_agreement":null},{"id":"W7128111973","doi":"","title":"Conquering The Demons Within: Men In Recovery","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Addiction; Substance use; Phenomenon; Perspective (graphical); Qualitative research","score_opus":0.018442188538675467,"score_gpt":0.23426229040066945,"score_spread":0.215820101861994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128111973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025365666,0.00023863127,0.000010557828,0.0008087823,0.00087924936,0.00037039412,0.0000074698,0.00003576376,0.9722835],"genre_scores_gemma":[0.118563525,0.0005174519,0.000022315902,0.000050159117,0.000072015486,0.0000010919032,0.000019688696,0.000015583539,0.88073814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876875,0.00018653799,0.00015176657,0.00030196487,0.0002847123,0.00030626924],"domain_scores_gemma":[0.9995054,0.000045727353,0.00015906082,0.00017140257,0.00006959479,0.000048833954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023871043,0.00017326821,0.00024328764,0.0001257253,0.00049380364,0.00011621741,0.0005077779,0.00021720493,0.0056589693],"category_scores_gemma":[0.000030012203,0.0001644367,0.00010884366,0.00044898663,0.000047261783,0.0002545562,0.000092523944,0.00033023613,0.00014308284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078944163,0.0002432655,0.08631816,0.00067772745,0.0011662003,0.00029765686,0.40765306,0.0011261329,0.00014817071,0.047566,0.049761128,0.40425304],"study_design_scores_gemma":[0.00032078382,0.000022639722,0.007829549,0.00011422656,0.000069714595,2.3348338e-7,0.5482854,0.000019849273,0.000013678696,0.00029730663,0.44276845,0.000258152],"about_ca_topic_score_codex":0.013877264,"about_ca_topic_score_gemma":0.23381057,"teacher_disagreement_score":0.4039949,"about_ca_system_score_codex":0.0002649035,"about_ca_system_score_gemma":0.00022514192,"threshold_uncertainty_score":0.99525},"labels":[],"label_agreement":null},{"id":"W7128112127","doi":"","title":"The Effect of Taking Different Types of Breaks During Online Lectures on Student Attention and Learning","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Human multitasking; Comprehension; Popularity; Note-taking; Social media; Cognition; Online learning","score_opus":0.01278328333258696,"score_gpt":0.2437801873231852,"score_spread":0.23099690399059825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128112127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99124336,0.000049304883,0.0000075851085,0.000010303575,0.00027997757,0.00018575914,0.000007103462,0.000038688813,0.008177919],"genre_scores_gemma":[0.83767563,0.00010915236,0.0000013000439,0.0000013040154,0.000024171351,6.160906e-7,0.000022380844,0.000019674013,0.16214578],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99884564,0.0002629768,0.00016591893,0.0002998126,0.0002695482,0.00015609364],"domain_scores_gemma":[0.9991377,0.0003118346,0.00037988153,0.000117635165,0.000023284914,0.000029665387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008181728,0.00018865376,0.0002499336,0.0001429712,0.00028287823,0.000032985543,0.0001863314,0.00010311365,0.00034676524],"category_scores_gemma":[0.00009221265,0.00013990738,0.00010766803,0.00020975935,0.000048193513,0.000040142557,0.00007081843,0.00032428146,0.0000029971882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018361125,0.00015134353,0.02994415,0.0017476723,0.00019319326,0.00006496844,0.0022133733,0.001815033,0.4892678,0.000256869,0.000014548995,0.47249496],"study_design_scores_gemma":[0.0021655033,0.0013125011,0.69392073,0.0020208366,0.00037022316,0.000004853391,0.0053049126,0.00033335306,0.29292837,0.00001887672,0.0011881083,0.0004317623],"about_ca_topic_score_codex":0.000040208695,"about_ca_topic_score_gemma":0.0002558442,"teacher_disagreement_score":0.66397655,"about_ca_system_score_codex":0.00003576118,"about_ca_system_score_gemma":0.0000074594504,"threshold_uncertainty_score":0.5705257},"labels":[],"label_agreement":null},{"id":"W7128112487","doi":"","title":"Bidirectional influences of pitch and time","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rhythm; Relative pitch; Perception; Pitch perception; Pitch contour; Empirical evidence; Time perception; Pitch (Music)","score_opus":0.018729782448702253,"score_gpt":0.23492765297013804,"score_spread":0.2161978705214358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128112487","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58661693,0.000025843909,0.0000024375915,0.000027613665,0.000531785,0.000112954905,0.000025404044,0.00006200565,0.41259506],"genre_scores_gemma":[0.19978133,0.00013357386,0.00002265815,0.00008510852,0.000051900683,6.4237906e-7,0.000012794788,0.000017005892,0.799895],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988375,0.000056531466,0.00013462093,0.00052968634,0.00027662108,0.0001650436],"domain_scores_gemma":[0.99962515,0.00005522491,0.000105881816,0.000116073505,0.000033370376,0.00006432086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045488745,0.00017722856,0.00018870414,0.00026554926,0.00010875392,0.000056091056,0.00023134466,0.00013816504,0.020526474],"category_scores_gemma":[0.0000319396,0.00018128494,0.00007410346,0.0006283228,0.00014463929,0.00029236684,0.000066167166,0.00020466864,0.0001951392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079989215,0.000031644755,0.000051430983,0.00016428715,0.0000068795184,0.00005752836,0.00081133243,0.000006492945,0.8813315,0.00095290906,0.00071423984,0.115791775],"study_design_scores_gemma":[0.00077193236,0.0003752553,0.013342853,0.00082075846,0.0003210965,0.00006944338,0.0033745572,0.0006044078,0.1804908,0.0015864511,0.79717916,0.0010632648],"about_ca_topic_score_codex":0.0000490375,"about_ca_topic_score_gemma":0.00005851584,"teacher_disagreement_score":0.7964649,"about_ca_system_score_codex":0.000036512163,"about_ca_system_score_gemma":0.000091156304,"threshold_uncertainty_score":0.9803689},"labels":[],"label_agreement":null},{"id":"W7128113601","doi":"","title":"Dialogue Summary: Promouvoir un poids santé par des interventions populationnelles au Canada","year":2012,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Action (physics); Physical activity; Intervention (counseling)","score_opus":0.019809474044403697,"score_gpt":0.21502594559395277,"score_spread":0.19521647154954908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128113601","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037907856,0.0028889794,0.0018260983,0.000096819036,0.0025744513,0.0024150005,0.0046929573,0.0004421558,0.98127276],"genre_scores_gemma":[0.13851212,0.00017938945,0.0021051564,0.00004973201,0.0013298923,0.000009458644,0.001365566,0.0014577658,0.8549909],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900122,0.0020807367,0.0013828203,0.002158871,0.0012968302,0.0030684855],"domain_scores_gemma":[0.99394554,0.0002506826,0.0019164957,0.0017803153,0.00045373655,0.0016532594],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005500432,0.0024035727,0.001997126,0.0013898148,0.0018900416,0.00026983098,0.0025761125,0.0013302059,0.7534566],"category_scores_gemma":[0.00013739562,0.0029316791,0.0014159593,0.003423305,0.0014895895,0.0013260136,0.0017629853,0.0014056813,0.004328911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011744756,0.0031652036,0.31036323,0.0046935775,0.007830651,0.0019616147,0.00404049,0.00063258957,0.00023758343,0.006584576,0.15386662,0.5054494],"study_design_scores_gemma":[0.0034068157,0.00022953442,0.026787551,0.0040901187,0.0030009227,0.000051698495,0.004519144,0.00011148746,0.00011914224,0.0002253197,0.95444447,0.0030138078],"about_ca_topic_score_codex":0.7518477,"about_ca_topic_score_gemma":0.99131864,"teacher_disagreement_score":0.8005778,"about_ca_system_score_codex":0.009750423,"about_ca_system_score_gemma":0.003913209,"threshold_uncertainty_score":0.99996626},"labels":[],"label_agreement":null},{"id":"W7128113760","doi":"","title":"Strategic Communications Management in Canadian Not-for-Profit Arts Organizations: The Tension Between Patron and Product Orientation in Mission-Based Organizations","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arts; Premise; Arts administration; Context (archaeology); Product (mathematics); Interpersonal communication; Strategic planning","score_opus":0.01893164169845705,"score_gpt":0.2189178387807408,"score_spread":0.19998619708228377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128113760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3359274,0.0007762293,0.00079466024,0.024396453,0.0011688326,0.009340769,0.00041066334,0.00039951288,0.62678546],"genre_scores_gemma":[0.9474911,0.00006848487,0.00019926508,0.00039084125,0.00017519531,0.000009853577,0.0051363134,0.00006762684,0.046461336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871856,0.00003864992,0.00029062916,0.00044995817,0.00018886926,0.00031336103],"domain_scores_gemma":[0.9987633,0.000056061184,0.00023550163,0.00036450135,0.00054594583,0.00003467601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015857414,0.0002749714,0.00021194373,0.00052644504,0.00066504645,0.0002133756,0.00048503088,0.00020451775,0.0031907647],"category_scores_gemma":[0.00006387218,0.00023303655,0.000028735712,0.0026646005,0.000056374403,0.0005308768,0.000076584845,0.00022175408,0.000047945225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023656475,0.00011829614,0.63391584,0.001363616,0.00022393884,0.000056471432,0.0012751223,0.0007681671,0.00073693646,0.28864944,0.0015271499,0.071128495],"study_design_scores_gemma":[0.004221779,0.000033980526,0.7515459,0.0012734924,0.0008035876,0.0000015005891,0.022281263,0.0017632411,0.00030554048,0.0062740673,0.20986623,0.0016294316],"about_ca_topic_score_codex":0.0128928,"about_ca_topic_score_gemma":0.21435533,"teacher_disagreement_score":0.6115637,"about_ca_system_score_codex":0.00025990288,"about_ca_system_score_gemma":0.00030198623,"threshold_uncertainty_score":0.9977205},"labels":[],"label_agreement":null},{"id":"W7128113803","doi":"","title":"Between Culture and Profession: South Asian Immigrant Students’ Experiences of Identity, Racism, and Belonging in Ontario’s BSW Programs","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racism; Identity (music); Identity negotiation; Immigration; Cultural assimilation; Cultural identity; Scholarship; Critical race theory; Cultural conflict; Colonialism","score_opus":0.021377938372676927,"score_gpt":0.31354741795618857,"score_spread":0.29216947958351164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128113803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78901356,0.00023449998,0.000006910468,0.00024465495,0.0016709983,0.0006062168,0.0000027991978,0.000029734427,0.20819063],"genre_scores_gemma":[0.5130735,0.000045836718,0.00007600275,0.000009780424,0.000103569255,0.0000047563385,0.000040696093,0.000006047108,0.48663983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841523,0.0003093813,0.00021453552,0.00035750528,0.00046914737,0.000234183],"domain_scores_gemma":[0.99929523,0.00008892553,0.00029425448,0.000096788935,0.000116459065,0.000108348846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034659958,0.0001824758,0.00032358873,0.00017696068,0.00061188726,0.00019979085,0.0003862691,0.00037015683,0.004314647],"category_scores_gemma":[0.00006579455,0.00019821723,0.00005626974,0.00092595967,0.00013856978,0.00060279807,0.00010597342,0.00045303316,0.0000024254007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052616502,0.00005163783,0.23047927,0.00007919153,0.000045304492,0.000007740623,0.69722146,5.2936212e-8,9.3371835e-7,0.0013907998,0.00005449501,0.07061649],"study_design_scores_gemma":[0.0003289609,0.000024732773,0.09079893,0.00028438037,0.00009516805,8.153106e-8,0.8055475,1.5029082e-7,0.0000043630957,0.00014120492,0.102609746,0.00016479027],"about_ca_topic_score_codex":0.038607776,"about_ca_topic_score_gemma":0.6439231,"teacher_disagreement_score":0.6053153,"about_ca_system_score_codex":0.00019199119,"about_ca_system_score_gemma":0.0004990352,"threshold_uncertainty_score":0.99659556},"labels":[],"label_agreement":null},{"id":"W7128114179","doi":"","title":"Evidence Brief: Supporting Optimal Screening Approaches in Canada","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Scope (computer science); Work (physics); Identification (biology)","score_opus":0.05573073359235486,"score_gpt":0.21006822359485677,"score_spread":0.1543374900025019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128114179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004707385,0.0018403281,0.003496584,0.00019657961,0.00050857686,0.0026689074,0.0002886531,0.00021578399,0.9860772],"genre_scores_gemma":[0.04236727,0.00014461356,0.008924879,0.0001316984,0.00032568903,0.000007085646,0.00007435445,0.0015023928,0.946522],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98795533,0.0013899549,0.0015759184,0.003485777,0.0019153133,0.003677692],"domain_scores_gemma":[0.99359375,0.0005524509,0.0026147703,0.0017144013,0.00022817003,0.001296483],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008204945,0.00237988,0.0023776365,0.0015336813,0.00045260965,0.0004963757,0.0036743556,0.0010831883,0.80961055],"category_scores_gemma":[0.00023028908,0.0031386937,0.0005113743,0.0042174403,0.000634914,0.0022853285,0.002547959,0.0026416597,0.003788488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0008510483,0.00024803894,0.11262693,0.0012674205,0.0011465641,0.006781008,0.0012883758,0.02310743,0.00013476955,0.00072116783,0.04197761,0.8098496],"study_design_scores_gemma":[0.0033101893,0.00015347432,0.00645171,0.008027761,0.00062529754,0.000079715064,0.024344655,0.037358686,0.00011383849,0.0000027728886,0.9156913,0.0038405722],"about_ca_topic_score_codex":0.96844184,"about_ca_topic_score_gemma":0.98655194,"teacher_disagreement_score":0.87371373,"about_ca_system_score_codex":0.009238238,"about_ca_system_score_gemma":0.00836826,"threshold_uncertainty_score":0.9996593},"labels":[],"label_agreement":null},{"id":"W7128116919","doi":"","title":"PHYSICIAN PRACTICE IN CANADIAN LONG-TERM CARE SETTINGS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical record; Health care; Medical practice; Cohort; MEDLINE; Emergency department; Retrospective cohort study","score_opus":0.016500991501895268,"score_gpt":0.3299651703581879,"score_spread":0.31346417885629263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128116919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003806233,0.001186694,0.0000029295084,0.0024407925,0.0017964566,0.0012126112,0.00013279804,0.0000946512,0.98932683],"genre_scores_gemma":[0.005089899,0.00037830163,0.000112444395,0.019919459,0.000252838,0.000012299198,0.002251575,0.00006070841,0.97192246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689037,0.00056042406,0.00046342495,0.000637636,0.00026792363,0.0011802369],"domain_scores_gemma":[0.9978485,0.00045136292,0.00042197123,0.00043753913,0.00043289084,0.00040770954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001892604,0.00041901975,0.00062837295,0.0007924495,0.00081973756,0.000024815401,0.0005890219,0.00091406633,0.025657613],"category_scores_gemma":[0.00011215186,0.0005079035,0.00015274255,0.0009669173,0.000020734253,0.00041994487,0.00011440484,0.0018971778,0.00037978453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006291204,0.00006960115,0.07109968,0.009325059,0.00019028819,0.0015107995,0.03258603,0.0000044730896,0.000008291535,0.0021600085,0.053466454,0.82895017],"study_design_scores_gemma":[0.00094983674,0.00003298665,0.042206064,0.0012743811,0.00017060108,4.37402e-7,0.058854155,0.0000010725257,0.000004600752,0.000014447374,0.89610577,0.00038563163],"about_ca_topic_score_codex":0.32051244,"about_ca_topic_score_gemma":0.96932876,"teacher_disagreement_score":0.8426393,"about_ca_system_score_codex":0.005516678,"about_ca_system_score_gemma":0.012344389,"threshold_uncertainty_score":0.99973726},"labels":[],"label_agreement":null},{"id":"W7128119478","doi":"","title":"Extending God’s Welcome t hrough Household Hospitality","year":2023,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Christian Theology and Mission","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Gospel; Faith; Phenomenology (philosophy); Christianity; Tourism; Experiential learning; Attendance","score_opus":0.0396265144441454,"score_gpt":0.2103260917349046,"score_spread":0.17069957729075919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128119478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07018706,0.000056602796,0.00008597622,0.0006382944,0.0009273926,0.000119577264,0.00005180166,0.0005609382,0.92737234],"genre_scores_gemma":[0.38295493,0.000022859711,0.00001723907,0.0001283372,0.00022590149,3.8539505e-7,0.000016091786,0.000016273687,0.616618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905515,0.00007089384,0.00012050305,0.0002991189,0.00011767539,0.00033663472],"domain_scores_gemma":[0.99953234,0.000053806016,0.00006644097,0.00022160968,0.000029217741,0.00009661298],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010835995,0.00016510903,0.00017505123,0.00013498882,0.000511073,0.00007068883,0.00028412472,0.00008107607,0.17122139],"category_scores_gemma":[0.000010260786,0.00016558533,0.000111569854,0.00017677029,0.00026265936,0.00031789503,0.00020817337,0.00017332051,0.00078757876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014709363,0.00010700587,0.0033329513,0.00009272048,0.0001227766,0.0006882597,0.012489609,0.000049761667,0.000098811644,0.7724288,0.07281214,0.13763006],"study_design_scores_gemma":[0.000481391,0.000051413954,0.001810993,0.00003601599,0.0000347266,0.0000030825238,0.008627632,0.000044560908,0.000068373105,0.0020756198,0.9865401,0.00022608406],"about_ca_topic_score_codex":0.0001748848,"about_ca_topic_score_gemma":0.0003311202,"teacher_disagreement_score":0.91372794,"about_ca_system_score_codex":0.000064728716,"about_ca_system_score_gemma":0.00002087471,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W7128122017","doi":"","title":"Intentions and actions: Progress made by Canadian publicly listed companies toward fulfilling their commitments to diversity, equity, and inclusion (DEI)","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Injustice; Corporate governance; Action (physics); Politics; Affirmative action; Work (physics); Political action","score_opus":0.13911921850638254,"score_gpt":0.3110689736102572,"score_spread":0.17194975510387467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128122017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6252584,0.00074679055,0.00032330526,0.012298607,0.0027413887,0.0033847461,0.0025932994,0.0004654565,0.352188],"genre_scores_gemma":[0.87000686,0.00088454346,0.00009450661,0.0004109479,0.00006691972,0.0000032984433,0.0006410478,0.000037470498,0.12785439],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99530107,0.00062915415,0.00041877443,0.0012290826,0.0012770128,0.0011449101],"domain_scores_gemma":[0.9969967,0.00016510359,0.0003782631,0.000336466,0.0005747665,0.0015487049],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081679726,0.00066677044,0.0007062299,0.0009324892,0.014389842,0.000982531,0.0018152378,0.0007245081,0.0073050414],"category_scores_gemma":[0.00007852915,0.0008233137,0.00021614291,0.002204749,0.0006858978,0.0013161135,0.034442883,0.0007104211,0.000058843747],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049893686,0.00047379461,0.0782418,0.0008744842,0.0011511439,0.00012017357,0.4414504,0.000026098533,0.00021110606,0.0038892992,0.0067291437,0.46633363],"study_design_scores_gemma":[0.0017123378,0.00035134054,0.03164674,0.00059878844,0.00063974026,0.0000035095738,0.68887883,0.00020349534,0.00009924749,0.0017731289,0.27264437,0.0014484491],"about_ca_topic_score_codex":0.31431437,"about_ca_topic_score_gemma":0.6930576,"teacher_disagreement_score":0.46488518,"about_ca_system_score_codex":0.0012030308,"about_ca_system_score_gemma":0.00045426862,"threshold_uncertainty_score":0.9994218},"labels":[],"label_agreement":null},{"id":"W7128124711","doi":"","title":"A Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection","year":2024,"lang":"","type":"article","venue":"MacSphere (McMaster University)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Anomaly detection; Condition monitoring; Support vector machine; Pattern recognition (psychology); Novelty detection","score_opus":0.014211287392200855,"score_gpt":0.29271968205349486,"score_spread":0.278508394661294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128124711","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013791916,0.028835788,0.9126381,0.0001183041,0.00014868854,0.0017566397,0.000058183065,0.0007873465,0.054277755],"genre_scores_gemma":[0.5920674,0.09954319,0.27710438,0.00015960287,0.00060712826,0.0002121171,0.00009270891,0.00039437725,0.029819096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855876,0.00015531784,0.00033627226,0.00046800976,0.00018288952,0.00029874162],"domain_scores_gemma":[0.9990753,0.0002414971,0.00011830884,0.00027107494,0.00011867556,0.00017514349],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024856254,0.0003744205,0.00047019855,0.0003024017,0.00014389768,0.00009114087,0.00021213082,0.00012689103,0.0027068935],"category_scores_gemma":[0.00003061605,0.00041127607,0.00011473033,0.0017106562,0.000069660986,0.0005710947,0.0001677159,0.0005040242,0.000017791113],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031054846,0.000028718146,0.00096632465,0.01843134,0.00022236684,0.000013204858,0.00034480562,0.00081794936,0.0052456446,0.0006438342,0.000046673085,0.97320807],"study_design_scores_gemma":[0.0004791763,0.00057624007,0.00057868194,0.027582854,0.0008757471,0.000031841948,0.000383701,0.019359685,0.0847594,0.00007802129,0.8645276,0.0007670654],"about_ca_topic_score_codex":0.00019162789,"about_ca_topic_score_gemma":0.000058154146,"teacher_disagreement_score":0.972441,"about_ca_system_score_codex":0.00034974425,"about_ca_system_score_gemma":0.00005762107,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W7128126386","doi":"","title":"Dialogue Summary: Designing Integrated Approaches to Support People with Multimorbidity in Ontario","year":2013,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Stakeholder; Multimorbidity; Stakeholder engagement; Perspective (graphical)","score_opus":0.06371198397219252,"score_gpt":0.1962207143092413,"score_spread":0.13250873033704877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128126386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012848644,0.000044129352,0.00761667,0.00006803066,0.0005564218,0.0064002643,0.0006565408,0.00048513227,0.97132415],"genre_scores_gemma":[0.025087802,0.000015382398,0.019134711,0.000096049254,0.00014527261,0.00004056708,0.0012767297,0.0017562495,0.95244724],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98916143,0.0015473324,0.0010967009,0.0039068866,0.0012693929,0.0030182588],"domain_scores_gemma":[0.99471444,0.00024591494,0.0011899342,0.0019151798,0.00029123598,0.0016433076],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006896864,0.0030723982,0.0031131853,0.0032330235,0.0004088592,0.0005980019,0.0029045872,0.0018511552,0.69357926],"category_scores_gemma":[0.000055802197,0.0032519316,0.0004961032,0.005997014,0.0006453628,0.0014655433,0.001613228,0.003531504,0.023816349],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00929958,0.0043308744,0.6904405,0.00090384897,0.0035887426,0.007530904,0.027969344,0.009381443,0.00060202985,0.0009579589,0.11537803,0.12961678],"study_design_scores_gemma":[0.007835133,0.0015479161,0.021091947,0.0020472016,0.0008888771,0.00006054651,0.008751262,0.0009387312,0.000174655,0.000008005984,0.95246667,0.0041890824],"about_ca_topic_score_codex":0.54063076,"about_ca_topic_score_gemma":0.9801078,"teacher_disagreement_score":0.83708864,"about_ca_system_score_codex":0.009439424,"about_ca_system_score_gemma":0.003850606,"threshold_uncertainty_score":0.99944466},"labels":[],"label_agreement":null},{"id":"W7128126413","doi":"","title":"Point of Care Ultrasonography in Physiotherapy Research and Practice","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer Canada; Hamilton Health Sciences; Strong; Children's Hospital Foundation; McMaster University; Pfizer","keywords":"Curriculum; Point of care ultrasound; Ultrasonography; MEDLINE; Clinical Practice; Modality (human–computer interaction); Health care; Objective structured clinical examination; Physical examination","score_opus":0.038982273653187426,"score_gpt":0.3726129525626662,"score_spread":0.3336306789094788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128126413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13111968,0.00089257973,0.000009586167,0.0003070425,0.00009112243,0.0009943318,0.00006690211,0.00003263429,0.86648613],"genre_scores_gemma":[0.34340253,0.004987795,0.0057993364,0.0003018677,0.00014587,0.00003808134,0.0017663566,0.00014752564,0.6434106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831265,0.00024386063,0.0002735132,0.00048336154,0.0004520583,0.00023453574],"domain_scores_gemma":[0.99749047,0.0014488352,0.0001942931,0.0003660221,0.0003938261,0.00010658496],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028337887,0.00017696092,0.00041250774,0.00048943417,0.00012017959,0.000015705615,0.00023146928,0.00022346419,0.034017388],"category_scores_gemma":[0.00019485879,0.00019893877,0.00011901045,0.0015388053,0.00017041573,0.00013510903,0.00005670539,0.0009536712,0.000008043294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03533492,0.007270478,0.072527006,0.009299716,0.0018744203,0.0005307904,0.077776805,0.000036787555,0.04152494,0.041051928,0.004644219,0.708128],"study_design_scores_gemma":[0.0026751633,0.0015160794,0.043157563,0.0004438818,0.00019020167,0.000014747502,0.2372881,0.0000030765298,0.0006801227,0.00040690924,0.7133364,0.00028776217],"about_ca_topic_score_codex":0.00057831744,"about_ca_topic_score_gemma":0.00069882284,"teacher_disagreement_score":0.7086922,"about_ca_system_score_codex":0.00019627562,"about_ca_system_score_gemma":0.00019710732,"threshold_uncertainty_score":0.96686566},"labels":[],"label_agreement":null},{"id":"W7128126826","doi":"","title":"FEASIBILITY & COST-IMPLICATION ANALYSIS OF THE CARER-INCLUSIVE ORGANIZATIONAL STANDARD AS AN INTERVENTION","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Population ageing; Mental health; Anxiety; Work (physics); Population; Health care","score_opus":0.009869265354363768,"score_gpt":0.2812141187963504,"score_spread":0.2713448534419866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128126826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5443241,0.00004641989,0.0005465994,0.00020004126,0.0009885293,0.0008478721,0.00080653327,0.000047034082,0.45219287],"genre_scores_gemma":[0.7514697,0.000022644948,0.000035758592,0.00004250601,0.000056329638,0.0000038691437,0.002839899,0.0000169426,0.24551238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978797,0.00052925496,0.00026030577,0.0003996475,0.0007620019,0.00016909993],"domain_scores_gemma":[0.9983178,0.00005159593,0.00045811874,0.00029533796,0.00080537866,0.00007176524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032646526,0.00016048297,0.00026470644,0.0002613737,0.00097246945,0.000071625545,0.00069098,0.00017688627,0.095026694],"category_scores_gemma":[0.00008995129,0.00017016013,0.00036243343,0.0021423015,0.00009052052,0.00022783065,0.00014970294,0.00022223772,0.000003156662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088034093,0.0005024858,0.091623075,0.0001592454,0.0027274925,0.00001211814,0.066800214,0.006487919,0.0008646208,0.7418877,0.00065523543,0.08739953],"study_design_scores_gemma":[0.0013526895,0.00030754646,0.14492479,0.0001630852,0.0051061166,8.729002e-7,0.4276819,0.0026543932,0.00046922083,0.005227227,0.41097072,0.0011414532],"about_ca_topic_score_codex":0.004831696,"about_ca_topic_score_gemma":0.1463093,"teacher_disagreement_score":0.7366605,"about_ca_system_score_codex":0.0014805318,"about_ca_system_score_gemma":0.00063797506,"threshold_uncertainty_score":0.9058006},"labels":[],"label_agreement":null},{"id":"W7128134037","doi":"","title":"Investigating Employment Standards Act Claims: Provincial and Regional Trends","year":2025,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Solidarity; Freedom of information; Labour law; Work (physics)","score_opus":0.035269499068380325,"score_gpt":0.26582826623854783,"score_spread":0.2305587671701675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128134037","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021243147,0.00053771475,0.00006561687,0.00025150526,0.00057527877,0.0005288048,0.0028042619,0.00049791596,0.99261457],"genre_scores_gemma":[0.0012862806,0.00024144039,0.00077303697,0.00012239911,0.00055216136,0.000004533043,0.00059000787,0.00020439902,0.9962257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937827,0.00038393307,0.0006349833,0.0015686726,0.0027314518,0.0008982519],"domain_scores_gemma":[0.99674845,0.00012850636,0.00085595896,0.0007123399,0.0010415621,0.00051320926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008564585,0.001037845,0.0011574372,0.0017237749,0.0005288309,0.00026111363,0.0008003251,0.00088269985,0.038979392],"category_scores_gemma":[0.00016095038,0.0011773598,0.0003964192,0.0023371766,0.0006262232,0.0005030343,0.0011752828,0.0012568419,0.000057677724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023486614,0.000107478605,0.007652892,0.000628247,0.00074037554,0.0004484029,0.00041479056,0.000021009799,0.00008943554,0.0011028044,0.25099897,0.7375607],"study_design_scores_gemma":[0.0017870925,0.0001736997,0.0031995135,0.0014931997,0.00076584076,0.00006412993,0.00051371276,0.000037250844,0.00003528463,0.00009279438,0.99080026,0.0010372271],"about_ca_topic_score_codex":0.0014577227,"about_ca_topic_score_gemma":0.0040472667,"teacher_disagreement_score":0.7398013,"about_ca_system_score_codex":0.0058402116,"about_ca_system_score_gemma":0.007739715,"threshold_uncertainty_score":0.99906766},"labels":[],"label_agreement":null},{"id":"W7128135011","doi":"","title":"The Marshmallow Test and Contemporary Issues in Psychology","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Test (biology); Perspective (graphical); Replication (statistics); Rigour; Operationalization; Gratification; Conceptual framework","score_opus":0.028022138955358347,"score_gpt":0.30274609714244316,"score_spread":0.27472395818708484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128135011","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03911686,0.01822813,0.0000016775757,0.0009741247,0.0027574846,0.000407717,0.00004070691,0.00011096265,0.93836236],"genre_scores_gemma":[0.06415056,0.00055985205,0.00002478285,0.00019521308,0.00014569836,0.0000110355895,0.00016398405,0.00005692923,0.93469197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980945,0.0002449283,0.0003118712,0.00081961614,0.00012726801,0.00040180635],"domain_scores_gemma":[0.99904716,0.00023305046,0.00014053698,0.00044756732,0.000045353077,0.00008632233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019529417,0.00036886396,0.00035564596,0.00033164813,0.0002449281,0.000060159757,0.00051657244,0.0007413995,0.0493414],"category_scores_gemma":[0.000011517261,0.0003411616,0.00011636237,0.00037552463,0.00029356492,0.00011760645,0.0000718998,0.0009819473,0.0009238643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027940492,0.0008055471,0.100547865,0.00024178695,0.0005397854,0.0050691664,0.012163222,4.0321248e-7,0.00020162453,0.056204963,0.30628276,0.5151488],"study_design_scores_gemma":[0.0009081585,0.00018333206,0.17741717,0.00012581986,0.000084026084,0.000033947057,0.0076942514,0.0000015978417,0.0000017353312,0.0012732925,0.81196284,0.00031382852],"about_ca_topic_score_codex":0.00018303988,"about_ca_topic_score_gemma":0.0045792265,"teacher_disagreement_score":0.514835,"about_ca_system_score_codex":0.00006083755,"about_ca_system_score_gemma":0.00006151956,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W7128136320","doi":"","title":"FEASIBILITY STUDY OF THE HEALTHY LIFESTYLES PROGRAM","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Randomized controlled trial; Program evaluation; Qualitative research; Health care; Clinical trial; Health education; Retention rate","score_opus":0.2843213306602271,"score_gpt":0.5331811471114983,"score_spread":0.24885981645127125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128136320","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7458814,0.000024689445,0.000004753441,0.00079878676,0.0014526069,0.005682821,0.000086135326,0.00010218251,0.24596663],"genre_scores_gemma":[0.2899077,0.000024656827,0.00026397765,0.0016322306,0.00018005822,0.00006050227,0.00007873226,0.000052067662,0.7078001],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99348825,0.0033438855,0.0009596976,0.00069291313,0.0007859484,0.0007293267],"domain_scores_gemma":[0.99624956,0.00066943903,0.0012477868,0.00089768047,0.00066270056,0.00027286296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083679426,0.00031067387,0.0005921972,0.00017756927,0.001213891,0.000018313218,0.0009514801,0.00035971616,0.048173536],"category_scores_gemma":[0.00042539043,0.0002655567,0.00015638529,0.00181079,0.00009237858,0.00017630942,0.00032068073,0.0011314437,0.00006771589],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008897658,0.0020136228,0.68002135,0.004282309,0.0001734756,0.000037499973,0.12301715,0.000009601844,0.000064708285,0.00075801654,0.009267793,0.17946468],"study_design_scores_gemma":[0.0024489176,0.00045347904,0.34777147,0.00037537157,0.00011187266,5.253423e-7,0.28190446,0.000007957743,0.000016849846,0.000020489211,0.36663553,0.00025305335],"about_ca_topic_score_codex":0.0025334817,"about_ca_topic_score_gemma":0.0767401,"teacher_disagreement_score":0.46183345,"about_ca_system_score_codex":0.0006110887,"about_ca_system_score_gemma":0.003150728,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W7128140475","doi":"","title":"Mortality due to COVID-19 in Canadian Long-Term Care","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Confidence interval; Mortality rate; Coronavirus disease 2019 (COVID-19); Health care","score_opus":0.03250013955552371,"score_gpt":0.34499735734650167,"score_spread":0.31249721779097794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128140475","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31097108,0.00038473064,0.000012439685,0.00045515638,0.0035384004,0.0016901897,0.0005386142,0.0001206454,0.6822887],"genre_scores_gemma":[0.17278606,0.00003690518,0.000028239001,0.0009611937,0.00020106709,0.000025961428,0.0042257225,0.00007803205,0.8216568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971069,0.0005349124,0.00036431212,0.00069914357,0.0003397362,0.0009549963],"domain_scores_gemma":[0.9979178,0.000111932015,0.00020537172,0.00048071938,0.00013558475,0.0011486298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019791466,0.0003615611,0.00055613945,0.0009579158,0.0010147744,0.000022235008,0.00060701405,0.0005526875,0.32092464],"category_scores_gemma":[0.00006949965,0.000462203,0.00015947383,0.0013336876,0.000021753001,0.00010674925,0.00013517895,0.0011288587,0.00025100427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00084961636,0.00008348666,0.6940764,0.0039743413,0.00017040249,0.006462875,0.14446954,0.00011878353,0.000010462361,0.00070586725,0.03624963,0.11282855],"study_design_scores_gemma":[0.00073168677,0.000057112306,0.28892154,0.00015908237,0.00010649202,0.0000016651459,0.13315608,6.936868e-7,0.0000016300095,0.0000135263945,0.57646376,0.000386745],"about_ca_topic_score_codex":0.76668274,"about_ca_topic_score_gemma":0.9944966,"teacher_disagreement_score":0.5402141,"about_ca_system_score_codex":0.0078892475,"about_ca_system_score_gemma":0.0063585406,"threshold_uncertainty_score":0.999783},"labels":[],"label_agreement":null},{"id":"W7128141844","doi":"","title":"Stress and Resilience among Jamaican Agricultural Workers","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Context (archaeology); Agency (philosophy); Coping (psychology); Independence (probability theory); Flexibility (engineering); Subjectivity","score_opus":0.00812330190196672,"score_gpt":0.21477246268634256,"score_spread":0.20664916078437584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128141844","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10360754,0.00020373185,0.0000044901512,0.000076891905,0.00071041513,0.0002163123,0.00007456448,0.00007711596,0.89502895],"genre_scores_gemma":[0.13222954,0.00016168611,0.000028211169,0.000023223267,0.0003157979,7.849501e-7,0.0000737784,0.000015427706,0.86715156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844414,0.00017468851,0.00013929907,0.00043177864,0.00035987693,0.0004502191],"domain_scores_gemma":[0.99912596,0.000073112824,0.00018926869,0.00015998546,0.00014764104,0.00030402074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008057125,0.00025938972,0.00025643234,0.000097866956,0.00077577285,0.00011404878,0.00042328917,0.00041584735,0.014037699],"category_scores_gemma":[0.00003366048,0.00022794378,0.00012335263,0.00031093293,0.00049388205,0.00033629066,0.000041220235,0.00026940848,0.000033827167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059896195,0.00019843783,0.1826164,0.0007533157,0.00053946784,0.00045433216,0.19843777,0.000012633622,0.00027727732,0.11456166,0.06803086,0.4335189],"study_design_scores_gemma":[0.00033844452,0.000026127733,0.04650641,0.00038418057,0.000120969176,5.4919195e-7,0.17408845,2.8433809e-7,0.000054392076,0.00007240808,0.77794737,0.00046044993],"about_ca_topic_score_codex":0.0048736837,"about_ca_topic_score_gemma":0.082425416,"teacher_disagreement_score":0.7099165,"about_ca_system_score_codex":0.00040720784,"about_ca_system_score_gemma":0.00020910417,"threshold_uncertainty_score":0.9868636},"labels":[],"label_agreement":null},{"id":"W7128144549","doi":"","title":"Exploring the sexual and reproductive health of 1.5-generation Bangladeshi women in Toronto, Ontario","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sexual and reproductive health and rights; Reproductive health; Psychological intervention; Context (archaeology); Sociocultural evolution; Qualitative research; Narrative; Grey literature","score_opus":0.03701602365290395,"score_gpt":0.24942959712925644,"score_spread":0.21241357347635248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128144549","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77762425,0.00035120282,0.0000017468651,0.00031426048,0.00030563434,0.00038843686,0.000010421243,0.000012743021,0.22099128],"genre_scores_gemma":[0.20698313,0.00034223375,0.00006559285,0.00019350664,0.00013454609,0.000004635613,0.00012506008,0.000012444516,0.7921388],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988894,0.00008214649,0.00023051514,0.00036847568,0.00016578283,0.00026370847],"domain_scores_gemma":[0.99944675,0.0000152546845,0.00015675942,0.00020972213,0.00007148281,0.000100039346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017548814,0.00017031544,0.00039299187,0.0000796237,0.00008363994,0.000010916997,0.00009748975,0.00008141935,0.0036468876],"category_scores_gemma":[0.000011436403,0.00014532029,0.000033670254,0.00017952557,0.00002144589,0.00016654466,0.000043077744,0.00027084487,0.0000013451573],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002638446,0.0002759895,0.05097775,0.0027734928,0.0003108942,0.000078191035,0.06310557,0.00002196027,0.00040575978,0.0025156308,0.00068823877,0.87620807],"study_design_scores_gemma":[0.0024580292,0.0010267494,0.71455735,0.0009506281,0.00012603373,0.000012484723,0.12596005,0.000020353573,0.00032879997,0.000055908742,0.1541806,0.00032304623],"about_ca_topic_score_codex":0.13410388,"about_ca_topic_score_gemma":0.67810565,"teacher_disagreement_score":0.875885,"about_ca_system_score_codex":0.0023376327,"about_ca_system_score_gemma":0.0005695519,"threshold_uncertainty_score":0.9972639},"labels":[],"label_agreement":null},{"id":"W7128145090","doi":"","title":"Soil CO2 Efflux from Temperate and Boreal Forests in Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronosequence; Soil respiration; Taiga; Spatial variability; Litter; Temperate forest; Terrestrial ecosystem; Forest ecology; Temperate climate; Ecosystem","score_opus":0.009800587181620692,"score_gpt":0.17792133554811143,"score_spread":0.16812074836649074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128145090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8302078,0.000057084882,1.060281e-7,0.000026159285,0.00012641313,0.00014206128,0.00005716308,0.00003494748,0.16934824],"genre_scores_gemma":[0.7839283,0.000034599056,0.000021764485,0.00004864831,0.000053120704,0.0000010559514,0.0019903763,0.0000030505953,0.21391909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989202,0.000047698737,0.00015207657,0.00044595814,0.00016513329,0.00026892463],"domain_scores_gemma":[0.99963874,0.00004868822,0.00009728568,0.000053599368,0.000041680094,0.00012002064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036803885,0.00027213144,0.00029265363,0.000033859073,0.000101289545,0.00007432744,0.00023561431,0.00038902528,0.014140001],"category_scores_gemma":[0.0000041046856,0.00014929526,0.00008519556,0.00025016454,0.000037518497,0.000120112156,0.000058514383,0.00038115063,0.000022177506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073255494,0.00016170212,0.82140607,0.000038806054,0.000113845155,0.0002972036,0.0013954092,0.000050912306,0.0028768608,0.000597113,0.00009292859,0.17223659],"study_design_scores_gemma":[0.0006974934,0.000115774405,0.9805204,0.00011594302,0.000055317836,0.00000207993,0.0020469055,0.00006541241,0.00028090505,0.00042987763,0.015287413,0.00038242384],"about_ca_topic_score_codex":0.45852423,"about_ca_topic_score_gemma":0.994475,"teacher_disagreement_score":0.5359508,"about_ca_system_score_codex":0.0003113949,"about_ca_system_score_gemma":0.00008582787,"threshold_uncertainty_score":0.9867612},"labels":[],"label_agreement":null},{"id":"W7128145344","doi":"","title":"Defining Principles of Expert Performance During Medical Procedures: Optimizing Assessment Criteria of Procedural Skills","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychomotor learning; Procedural knowledge; Thematic analysis; Procedural memory; Variety (cybernetics); Dreyfus model of skill acquisition; Generalization; Core competency","score_opus":0.016731157615760706,"score_gpt":0.28579132970119103,"score_spread":0.2690601720854303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128145344","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49112287,0.00016185084,0.000051659666,0.0000407064,0.00017318781,0.00032309897,0.000008112709,0.000057712154,0.5080608],"genre_scores_gemma":[0.8339695,0.00020615185,0.0027349335,0.000057788253,0.000045676235,0.0000033307313,0.00021137556,0.00003070249,0.16274056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980858,0.000053336385,0.0005456011,0.00039758877,0.0006384983,0.0002792045],"domain_scores_gemma":[0.99885,0.00011684241,0.00039098685,0.00019892454,0.00027520105,0.00016804716],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014019011,0.00029695407,0.0007030052,0.00033408785,0.00010441546,0.000013905304,0.00023849274,0.00036534978,0.023910552],"category_scores_gemma":[0.00016546638,0.0002933279,0.00020486253,0.00051028666,0.00006253575,0.00015002365,0.0000939268,0.00039609737,0.0000023813761],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008978022,0.0022950282,0.08352045,0.04827131,0.0023788782,0.00073445635,0.016922496,0.0020150528,0.0039451057,0.0078939255,0.00011825158,0.822927],"study_design_scores_gemma":[0.052707333,0.0019443914,0.51983505,0.11604243,0.0024513556,0.00015177537,0.08385266,0.03054096,0.068053104,0.000027353179,0.1210013,0.0033922521],"about_ca_topic_score_codex":0.00002131596,"about_ca_topic_score_gemma":0.000063654945,"teacher_disagreement_score":0.8195348,"about_ca_system_score_codex":0.00014385345,"about_ca_system_score_gemma":0.0010076192,"threshold_uncertainty_score":0.9999519},"labels":[],"label_agreement":null},{"id":"W7128150015","doi":"","title":"ORTHODOXIES OF EXCLUSION AND ACCESS","year":2023,"lang":"en","type":"book","venue":"MacSphere (McMaster University)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insider; Law enforcement; Ethnography; Software deployment; Production (economics); Politics; Work (physics); Securitization","score_opus":0.04193393886043535,"score_gpt":0.21301515242034996,"score_spread":0.17108121355991462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128150015","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010501574,0.0008847528,0.00047253355,0.000062505926,0.00040824217,0.00019049761,0.0002982466,0.000079504454,0.99655354],"genre_scores_gemma":[0.0019843217,0.002136611,0.00016245687,0.00006705177,0.00010726061,4.822354e-7,0.000038395512,0.00006961867,0.9954338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986973,0.00001747305,0.00039424686,0.00056202506,0.00005615419,0.00027279448],"domain_scores_gemma":[0.9989079,0.00006160035,0.0005820391,0.00032367246,0.000038970888,0.000085795065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014106932,0.00028812198,0.00072859117,0.00048118772,0.000116814874,0.00006143867,0.00048312242,0.0003697868,0.017546726],"category_scores_gemma":[0.0000054282673,0.00037556377,0.00016748294,0.0003138249,0.00017777365,0.0003241832,0.00051247166,0.00024965993,0.00024961543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021812282,0.00010887467,0.0113241775,0.0016616842,0.0005069808,0.00048706983,0.0025066587,0.00008140509,0.000019890625,0.7289819,0.060967624,0.19313557],"study_design_scores_gemma":[0.00052115537,0.000049480648,0.0012928039,0.00018262066,0.000029566776,0.00000307254,0.000046783403,0.000036524296,0.000016034832,0.005938479,0.9914985,0.00038501868],"about_ca_topic_score_codex":0.0002600586,"about_ca_topic_score_gemma":0.00030459467,"teacher_disagreement_score":0.93053085,"about_ca_system_score_codex":0.00015669387,"about_ca_system_score_gemma":0.00007274,"threshold_uncertainty_score":0.99986964},"labels":[],"label_agreement":null},{"id":"W7128150125","doi":"","title":"Riding on customer coattails: Canadian B2B technology companies and enhanced reputation through customer advocacy","year":2015,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Leverage (statistics); Key (lock); Customer to customer; Customer engagement; Customer advocacy; Customer retention","score_opus":0.019497002186505154,"score_gpt":0.22609981070767418,"score_spread":0.20660280852116902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128150125","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24308698,0.00044377946,0.000337671,0.000823304,0.0023190638,0.0012794042,0.000027711281,0.0002806979,0.75140136],"genre_scores_gemma":[0.7967052,0.00025185582,0.0001675541,0.0003857638,0.00046117726,0.000006021672,0.00082520366,0.00010374146,0.20109352],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638265,0.00008789749,0.0006459055,0.0013067794,0.00062689907,0.0009498806],"domain_scores_gemma":[0.9968366,0.00006619452,0.0012171132,0.00042640592,0.0013136677,0.00014003081],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031526602,0.00087608426,0.00086392503,0.002199214,0.0014338343,0.0009399842,0.00058293174,0.0009773249,0.015193175],"category_scores_gemma":[0.00011835037,0.0010642763,0.00018504736,0.0035248036,0.00032240644,0.0034860803,0.00025492054,0.0008556424,0.0020064237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029939236,0.0006873803,0.01288502,0.00514378,0.0017429282,0.001498915,0.010932253,0.01699982,0.001787456,0.07976058,0.023337703,0.84223026],"study_design_scores_gemma":[0.0033496062,0.00014293981,0.002745627,0.001688279,0.0012881204,0.000012798827,0.08030728,0.0018007134,0.0003186007,0.005116938,0.9011702,0.0020588783],"about_ca_topic_score_codex":0.066179745,"about_ca_topic_score_gemma":0.23489203,"teacher_disagreement_score":0.87783253,"about_ca_system_score_codex":0.0008475648,"about_ca_system_score_gemma":0.0007274998,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W7128154012","doi":"","title":"On raising parents: The virtual village as pandemic problem or pal","year":2024,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Raising (metalworking); Pandemic; Social capital; Social media; Perception; Virtual community; Social support","score_opus":0.021465580415915304,"score_gpt":0.26012847479418505,"score_spread":0.23866289437826974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128154012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12407908,0.00017615769,0.000058226884,0.0005527199,0.002042977,0.0010091957,0.00002763373,0.0004145932,0.87163943],"genre_scores_gemma":[0.42325857,0.0003418258,0.000011123221,0.00021972694,0.00013709236,0.0000027680978,0.000086865075,0.000047067988,0.57589495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959853,0.00029074238,0.0005430554,0.0012590867,0.0009705926,0.00095121074],"domain_scores_gemma":[0.99828583,0.00050919765,0.00040672757,0.00040443044,0.0001556679,0.00023815245],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003430346,0.0007803932,0.00061991886,0.0004596024,0.0014666622,0.00072030793,0.0016747396,0.0010469836,0.07829295],"category_scores_gemma":[0.00015313535,0.0006022014,0.00038762178,0.0025567107,0.0006389576,0.00053758215,0.00047351836,0.0012116743,0.0023010294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010204683,0.00018033739,0.00086411793,0.00014045325,0.00044150013,0.00044472932,0.031016622,0.000023926617,0.00004567655,0.15101184,0.0024433262,0.812367],"study_design_scores_gemma":[0.0011524855,0.000641689,0.0002452374,0.0011542252,0.00030959313,0.000013288254,0.16417328,0.000027910746,0.00008437306,0.009780433,0.82136434,0.0010531313],"about_ca_topic_score_codex":0.00055359304,"about_ca_topic_score_gemma":0.009363209,"teacher_disagreement_score":0.818921,"about_ca_system_score_codex":0.00063177047,"about_ca_system_score_gemma":0.0010765309,"threshold_uncertainty_score":0.9998333},"labels":[],"label_agreement":null},{"id":"W7137387874","doi":"","title":"Rapid Synthesis: Identifying When, Why and How to Analyze and Learn from Deaths in Healthcare Settings","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Health care; Healthcare system; Stakeholder; Public health; Health services","score_opus":0.0249650663066243,"score_gpt":0.22216818739319918,"score_spread":0.1972031210865749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137387874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022431235,0.009996306,0.00019049567,0.004430096,0.0002628093,0.0014015968,0.001712067,0.00069266395,0.97907084],"genre_scores_gemma":[0.0015515118,0.00029274484,0.0030245022,0.00050123077,0.0001821719,0.0000036887077,0.000087853026,0.0008678668,0.99348843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642175,0.0006503039,0.00022866303,0.0014296822,0.0005172082,0.00075236545],"domain_scores_gemma":[0.9980724,0.00014199478,0.00037545836,0.0006051238,0.0001113862,0.00069365324],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036989502,0.00074751215,0.0010243607,0.0017792658,0.000120714285,0.00031590895,0.00057581824,0.0006295074,0.031255078],"category_scores_gemma":[0.00011744931,0.0008918046,0.000091290436,0.0012581055,0.00017388666,0.00040432095,0.0007636378,0.0006099744,0.0004139768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028490802,0.000053424956,0.011547911,0.000538529,0.00042695415,0.00089475885,0.0021875668,0.0000026309585,0.00018196435,0.000120441175,0.80299973,0.18076119],"study_design_scores_gemma":[0.001150142,0.00006159966,0.00052145903,0.0017715744,0.0002770301,0.0000115467765,0.004787797,0.000026748494,0.000027344217,0.000079290396,0.9904284,0.00085707445],"about_ca_topic_score_codex":0.008109908,"about_ca_topic_score_gemma":0.04177105,"teacher_disagreement_score":0.18742867,"about_ca_system_score_codex":0.0005000825,"about_ca_system_score_gemma":0.00014311227,"threshold_uncertainty_score":0.9993533},"labels":[],"label_agreement":null},{"id":"W7137389983","doi":"","title":"Citizen Brief: Strengthening Care for People with Chronic Diseases in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Medical Association; McMaster University","keywords":"Chronic care; Chronic disease; Health care; Public health; Key (lock); Community participation","score_opus":0.007607361994796839,"score_gpt":0.18799810233897046,"score_spread":0.18039074034417363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137389983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004500171,0.00059648213,0.00044743164,0.000016226422,0.00016429403,0.0014958689,0.001791464,0.00047553773,0.9945627],"genre_scores_gemma":[0.002410943,0.000015443486,0.0005834936,0.000015390491,0.00023706483,0.000013476507,0.00039067035,0.0012372247,0.99509627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974407,0.00010038837,0.0002082531,0.0010269977,0.00036278224,0.00086086185],"domain_scores_gemma":[0.9985712,0.00008731149,0.00036357497,0.0006304951,0.000086564796,0.00026083612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033100023,0.00073822244,0.0008508782,0.0008942044,0.00012014126,0.000075195734,0.0007484424,0.0003665316,0.36210582],"category_scores_gemma":[0.000007550632,0.00068377855,0.00022488889,0.000593539,0.00016276032,0.00022048118,0.00025387088,0.0003431991,0.0007388721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004444584,0.00044193462,0.30870396,0.0029552567,0.0021256285,0.001379363,0.007342695,0.00025551798,0.000089738445,0.004950344,0.39870918,0.26860183],"study_design_scores_gemma":[0.0065591964,0.00024005226,0.0031053824,0.0019053173,0.0003911417,0.000004384726,0.0011299562,0.0000066777475,0.0000104173205,0.000011846127,0.98566,0.0009755984],"about_ca_topic_score_codex":0.05266812,"about_ca_topic_score_gemma":0.9647692,"teacher_disagreement_score":0.91210103,"about_ca_system_score_codex":0.0039795586,"about_ca_system_score_gemma":0.0012400105,"threshold_uncertainty_score":0.999844},"labels":[],"label_agreement":null},{"id":"W7137427659","doi":"","title":"Citizen Brief: Improving Care and Support for Unpaid Caregivers in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpaid work; Key (lock); Data collection; Citizenship; Public policy","score_opus":0.009221425661693702,"score_gpt":0.1839173049791645,"score_spread":0.1746958793174708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137427659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025531376,0.00016096277,0.00035873413,0.000009427232,0.0002832409,0.001310444,0.00054736616,0.00034628587,0.99672824],"genre_scores_gemma":[0.00132271,0.000009356869,0.0017369083,0.000056602246,0.00012074087,0.000004460448,0.00034962888,0.0009856299,0.99541396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973424,0.00011813292,0.00024777756,0.0011793779,0.00030365138,0.0008086624],"domain_scores_gemma":[0.9986029,0.00006398643,0.00038599697,0.0005660111,0.0000972423,0.00028383426],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011673665,0.0007266868,0.0008364724,0.0011550531,0.0001123454,0.00009743278,0.0006325552,0.0006895083,0.13644929],"category_scores_gemma":[0.000016491724,0.00091613777,0.00022509383,0.00048928265,0.00023327566,0.00019302129,0.0004149874,0.00052862155,0.0003246954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013905845,0.00013098824,0.04843284,0.0032469663,0.0008309192,0.001182503,0.013073317,0.000048556798,0.0002861702,0.0036595892,0.5215449,0.4061727],"study_design_scores_gemma":[0.004918955,0.00025413753,0.0005753709,0.00035962416,0.00028838002,0.000009550834,0.0039647645,0.00001771476,0.000018451841,0.000009779188,0.98862684,0.0009564357],"about_ca_topic_score_codex":0.10282719,"about_ca_topic_score_gemma":0.8140759,"teacher_disagreement_score":0.7112487,"about_ca_system_score_codex":0.0019323744,"about_ca_system_score_gemma":0.00058186887,"threshold_uncertainty_score":0.9993289},"labels":[],"label_agreement":null},{"id":"W7137463272","doi":"","title":"Résumé des panels : Utilisation des technologies de télésurveillance pour permettre aux personnes de rester dans leur domicile au Canada","year":2022,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Context (archaeology); Work (physics)","score_opus":0.023235554388965816,"score_gpt":0.2062146549574197,"score_spread":0.18297910056845387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137463272","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31925714,0.0011549919,0.0006569038,0.00045636072,0.00038931862,0.0008194441,0.0016960844,0.0008603915,0.6747094],"genre_scores_gemma":[0.15851665,0.00028797064,0.0028753204,0.00009161774,0.00025454815,0.000014470707,0.0001360547,0.0007694016,0.83705395],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99272,0.0016986415,0.0005379979,0.0017351779,0.00082601624,0.0024821588],"domain_scores_gemma":[0.9967984,0.0004927502,0.0007289493,0.0012655858,0.00028424576,0.0004300761],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005465243,0.0014730999,0.0011903883,0.0008033034,0.0018903675,0.00022566087,0.0024351305,0.00093938055,0.4047956],"category_scores_gemma":[0.00042165242,0.0018164924,0.0004342956,0.0021600316,0.002254087,0.00060149905,0.0013897878,0.001367132,0.0006365818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007008372,0.00031416948,0.7719823,0.0012261936,0.0011109324,0.003765805,0.023005797,0.0039089005,0.007405462,0.001715791,0.022413312,0.1624505],"study_design_scores_gemma":[0.0018181588,0.00014404474,0.03446336,0.0005705364,0.00046420327,0.00025190337,0.20418242,0.0010598586,0.00074772025,0.0001960365,0.7545351,0.0015666852],"about_ca_topic_score_codex":0.78398347,"about_ca_topic_score_gemma":0.98595494,"teacher_disagreement_score":0.7375189,"about_ca_system_score_codex":0.028842121,"about_ca_system_score_gemma":0.008968511,"threshold_uncertainty_score":0.9998018},"labels":[],"label_agreement":null},{"id":"W7137474024","doi":"","title":"Dialogue Summary: Optimizing Clinical Practice in Ontario Based on Data, Evidence and Guidelines","year":2015,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Government of Ontario; Registered Nurses' Association of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Clinical Practice; Key (lock); Stakeholder; MEDLINE; Evidence-based practice; Best practice","score_opus":0.15964567826424553,"score_gpt":0.33836294047326165,"score_spread":0.17871726220901613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137474024","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008646437,0.0037790074,0.00068075786,0.0011319914,0.0016727928,0.0022653944,0.0011139448,0.00022875667,0.9890409],"genre_scores_gemma":[0.00015669997,0.0019613004,0.060697716,0.0015571058,0.0007054258,0.0000022324086,0.00092145195,0.0009669374,0.93303114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844265,0.004710252,0.0022863285,0.0049454737,0.0019568163,0.0016746463],"domain_scores_gemma":[0.9851305,0.0049458356,0.0026359544,0.00458352,0.0012923548,0.0014118605],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007205748,0.0020711373,0.0026604573,0.0016374775,0.00029275485,0.0005574062,0.004434646,0.0020653207,0.20362142],"category_scores_gemma":[0.008984709,0.002447965,0.000312653,0.0023836647,0.0011964045,0.0041177715,0.004671391,0.004138383,0.0040106657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014018673,0.002430652,0.039596304,0.00033304724,0.0009887742,0.00968404,0.0009540578,0.00710323,0.000007849305,0.00012845502,0.71830606,0.20644885],"study_design_scores_gemma":[0.007888484,0.0010401943,0.0009036559,0.010775213,0.0017706024,0.000036216872,0.0019837427,0.016464667,8.600453e-7,0.000009811422,0.9568982,0.0022283124],"about_ca_topic_score_codex":0.15046044,"about_ca_topic_score_gemma":0.77949286,"teacher_disagreement_score":0.62903243,"about_ca_system_score_codex":0.003462325,"about_ca_system_score_gemma":0.007828864,"threshold_uncertainty_score":0.999363},"labels":[],"label_agreement":null},{"id":"W7137476124","doi":"","title":"Dialogue Summary: Building a Primary-Care 'Home' for Every Ontarian","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Stakeholder; Context (archaeology); Work (physics)","score_opus":0.012553410097267646,"score_gpt":0.20293494583380525,"score_spread":0.1903815357365376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137476124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015577276,0.0006141288,0.0038327868,0.00004987908,0.0011103484,0.001914674,0.0053479597,0.0011845956,0.98593],"genre_scores_gemma":[0.000061834864,0.00006596864,0.0058926553,0.00014090164,0.0010498047,0.000012104707,0.0010140004,0.0023553704,0.98940736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961512,0.00021875704,0.00033873474,0.0015120615,0.0005386023,0.0012406308],"domain_scores_gemma":[0.99757326,0.00016828632,0.0006245842,0.0010567012,0.00016325223,0.00041391546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014051558,0.001110081,0.0011608322,0.0015347027,0.00025399937,0.00013302249,0.0015415073,0.0010224963,0.23730683],"category_scores_gemma":[0.000019056175,0.0011371513,0.0006552954,0.0008298475,0.0002831977,0.00041945008,0.0007114826,0.00044366298,0.004140965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085337437,0.000102154416,0.0010028685,0.0010384956,0.00085611787,0.00027835893,0.00029891316,0.0000034899829,0.00063125795,0.0056593735,0.8377453,0.1515303],"study_design_scores_gemma":[0.004397498,0.0001351303,0.000105933475,0.0016652531,0.000563836,0.0000072898056,0.00035678907,0.0000023120122,0.00005116375,0.000113232956,0.99110466,0.0014969199],"about_ca_topic_score_codex":0.00090028363,"about_ca_topic_score_gemma":0.010553978,"teacher_disagreement_score":0.23316586,"about_ca_system_score_codex":0.0026062033,"about_ca_system_score_gemma":0.00056696025,"threshold_uncertainty_score":0.99910784},"labels":[],"label_agreement":null},{"id":"W7137476453","doi":"","title":"Citizen Brief: Strengthening Care for Frail Older Adults in Canada","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Long-term care; Key (lock); Older people; MEDLINE; Health care; Primary care","score_opus":0.0065736408747034455,"score_gpt":0.18368496332610798,"score_spread":0.17711132245140454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137476453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028056718,0.00051429716,0.00017594607,0.000038512128,0.00043465814,0.0013265312,0.004052803,0.00027319227,0.9929035],"genre_scores_gemma":[0.0029266775,0.000022049902,0.0005825811,0.00008130563,0.00027526505,0.000007375324,0.00023633703,0.0013325989,0.9945358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703985,0.00013586148,0.00030131513,0.0010656026,0.0004697271,0.0009876621],"domain_scores_gemma":[0.9984093,0.00012724979,0.00042093018,0.0006277195,0.00012708244,0.0002877397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050724128,0.00074549636,0.000783515,0.0007820901,0.000099413046,0.00004049528,0.00095394347,0.00045444845,0.34066942],"category_scores_gemma":[0.000021878717,0.0007934675,0.00019634837,0.0006664786,0.000094440446,0.00014243259,0.00028183454,0.00035261424,0.000535847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044476276,0.000036243237,0.004478647,0.000705786,0.00026055708,0.0005085346,0.0009792107,0.000012745499,0.000012153121,0.00046254744,0.6226421,0.36945674],"study_design_scores_gemma":[0.006234729,0.0000319386,0.00033231985,0.0025475055,0.00010709075,0.0000028442973,0.006397014,0.000017587681,0.00003167075,0.0000048507136,0.98331714,0.0009753374],"about_ca_topic_score_codex":0.7728816,"about_ca_topic_score_gemma":0.99414474,"teacher_disagreement_score":0.3684814,"about_ca_system_score_codex":0.0035223295,"about_ca_system_score_gemma":0.0018143195,"threshold_uncertainty_score":0.99945164},"labels":[],"label_agreement":null},{"id":"W7137512414","doi":"","title":"Citizen Brief: Enhancing Access to Patient-centred Primary Care in Ontario","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario; McMaster University","keywords":"Primary care; Key (lock); Primary health care; Government (linguistics); Health care","score_opus":0.013170708409492096,"score_gpt":0.19643523301358037,"score_spread":0.18326452460408826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137512414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000787513,0.00031148974,0.000072097835,0.000029083252,0.00052787917,0.0015438353,0.0005039475,0.00051985943,0.9957043],"genre_scores_gemma":[0.00077789684,0.000011730653,0.0005146341,0.00034349176,0.0001335086,0.000004534543,0.0002407736,0.0011538086,0.9968196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962638,0.00023154294,0.00038771183,0.0013768106,0.0006402675,0.0010998918],"domain_scores_gemma":[0.998053,0.000045934714,0.00043132142,0.0008903952,0.000116037016,0.000463288],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000035103265,0.000876816,0.00092394336,0.001838918,0.00009090547,0.00017817601,0.0015969088,0.00060399127,0.5126263],"category_scores_gemma":[0.000011012366,0.00095343566,0.00023617745,0.0011859543,0.0001060673,0.0004706979,0.0015328872,0.00057733385,0.007291916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017469712,0.0002815735,0.027319359,0.000749857,0.0005393687,0.002726424,0.013056273,0.00002938612,0.0012628649,0.0002666792,0.5724805,0.37954074],"study_design_scores_gemma":[0.0028882376,0.000100441925,0.0016187669,0.002353633,0.000110865396,0.0000041868866,0.0015710469,2.336483e-7,0.0002741439,0.000005684197,0.9899212,0.0011515617],"about_ca_topic_score_codex":0.058319762,"about_ca_topic_score_gemma":0.860585,"teacher_disagreement_score":0.8022652,"about_ca_system_score_codex":0.0071800365,"about_ca_system_score_gemma":0.0009436588,"threshold_uncertainty_score":0.9992916},"labels":[],"label_agreement":null},{"id":"W7137531749","doi":"","title":"Evidence Brief: Building a Primary-Care 'Home' for Every Ontarian","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Key (lock); Stakeholder; Scope (computer science)","score_opus":0.023081941705272238,"score_gpt":0.22266067805571402,"score_spread":0.19957873635044177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137531749","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026697486,0.0020098554,0.0073523573,0.00007525553,0.0007793866,0.0018810533,0.0014466975,0.0010905598,0.98533815],"genre_scores_gemma":[0.000112540925,0.00014757171,0.008577536,0.0001769676,0.0007589275,0.000009788121,0.00013327251,0.001903811,0.98817956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960244,0.00021519429,0.0003436521,0.0016116446,0.00065173506,0.0011533157],"domain_scores_gemma":[0.99726206,0.0002780788,0.0006866656,0.0011547689,0.00022093701,0.00039751368],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017760637,0.0010232269,0.0010318728,0.0012591723,0.00024613124,0.0001643879,0.0017543798,0.0008460251,0.3132119],"category_scores_gemma":[0.000045440658,0.001059377,0.0005899815,0.00089852576,0.00029419598,0.0007186223,0.0007423467,0.00042695316,0.004051648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011890648,0.00008472455,0.0013690034,0.0019176734,0.0007623129,0.00033200436,0.00041170357,0.0000052116216,0.0014602069,0.005047554,0.65403366,0.3333869],"study_design_scores_gemma":[0.0028869985,0.00014848745,0.0002066686,0.0064609526,0.0005397164,0.000012909124,0.00031419974,0.0000033499198,0.00008473365,0.000059568865,0.9878919,0.0013905183],"about_ca_topic_score_codex":0.00078218663,"about_ca_topic_score_gemma":0.004678872,"teacher_disagreement_score":0.33385825,"about_ca_system_score_codex":0.0028297456,"about_ca_system_score_gemma":0.0006751095,"threshold_uncertainty_score":0.9991856},"labels":[],"label_agreement":null},{"id":"W7137559196","doi":"","title":"Rapid Synthesis: Examining the Impact of Drop-in Centres","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Public health; Stakeholder; Health impact assessment; Health care; Healthcare system; Health data","score_opus":0.027733716445725635,"score_gpt":0.22093119849226764,"score_spread":0.193197482046542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137559196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039679755,0.0011851332,0.000010195303,0.000011738037,0.00011900376,0.00050054665,0.0006339943,0.0002311426,0.99691147],"genre_scores_gemma":[0.0081382515,0.000093876166,0.00012609658,0.0000064793426,0.00013250126,0.0000012559325,0.000028460961,0.0007964072,0.99067664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972687,0.000670527,0.00029025335,0.0006100171,0.0004947158,0.0006658084],"domain_scores_gemma":[0.9980259,0.00019730431,0.0006171672,0.00087701005,0.00008054156,0.00020207049],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003330181,0.0006340133,0.0008428957,0.0011228737,0.000048810027,0.000041799023,0.0012659492,0.00042858176,0.40529245],"category_scores_gemma":[0.00008541405,0.0004947832,0.0002770892,0.0018694903,0.0003387851,0.00015798847,0.0003926023,0.00044175526,0.0015096132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004033206,0.00024093612,0.0070356377,0.00012416809,0.0010281312,0.00035893806,0.00087643083,0.00014699486,0.00025031954,0.00017166932,0.85293686,0.13642657],"study_design_scores_gemma":[0.0011334147,0.0001150676,0.0013559546,0.0008784774,0.00024348836,0.000007531615,0.0026597176,0.0000904213,0.00006709849,0.0000109584835,0.99289817,0.0005397062],"about_ca_topic_score_codex":0.0034058173,"about_ca_topic_score_gemma":0.0027534429,"teacher_disagreement_score":0.40378284,"about_ca_system_score_codex":0.0007020957,"about_ca_system_score_gemma":0.000381755,"threshold_uncertainty_score":0.9997504},"labels":[],"label_agreement":null},{"id":"W7137579353","doi":"","title":"Rapid Synthesis: Identifying Risk and Protective Factors for Quality Clinical Practice","year":2015,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Clinical Practice; Quality (philosophy); Risk assessment; Health care; Stakeholder; Quality management","score_opus":0.09831377657222386,"score_gpt":0.33055914784244944,"score_spread":0.2322453712702256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137579353","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011599055,0.0009013205,0.0037559418,0.000033772903,0.0005252883,0.0028524862,0.0031816366,0.00073366717,0.9878999],"genre_scores_gemma":[0.0002602026,0.00022081162,0.006981644,0.000033490734,0.0004053404,0.00001518355,0.00006424343,0.0011115717,0.9909075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99380517,0.0028026858,0.00060075405,0.0014899911,0.00063801726,0.000663398],"domain_scores_gemma":[0.9936685,0.0025338167,0.0020786359,0.0007971836,0.00041982884,0.0005020187],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024014607,0.0008036256,0.00126882,0.00067152426,0.00025473232,0.00017281258,0.0006937753,0.0010579203,0.03727208],"category_scores_gemma":[0.0053910073,0.000839954,0.00039336478,0.0008450116,0.00047402768,0.00066450506,0.00050739624,0.0009800073,0.000663131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037637255,0.00072558905,0.004892872,0.0010125358,0.0043752454,0.00014525464,0.0016326356,0.0000029702103,0.000025352188,0.0011936058,0.56457025,0.41765997],"study_design_scores_gemma":[0.0021972903,0.00019326141,0.00059523556,0.00038893335,0.0018122409,0.0000059321937,0.010095301,0.000013562104,0.000024631392,0.00010696556,0.98361695,0.0009496803],"about_ca_topic_score_codex":0.0014725256,"about_ca_topic_score_gemma":0.0018509853,"teacher_disagreement_score":0.41904673,"about_ca_system_score_codex":0.0004667757,"about_ca_system_score_gemma":0.00033812074,"threshold_uncertainty_score":0.99940515},"labels":[],"label_agreement":null},{"id":"W7137598522","doi":"","title":"Evidence Brief: Strengthening Care for Frail Older Adults in Canada","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Older people; Long-term care; Stakeholder; MEDLINE; Key (lock); Healthy aging","score_opus":0.012698466903958688,"score_gpt":0.2016565219796873,"score_spread":0.18895805507572863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137598522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028611452,0.002195716,0.0002496977,0.000054848733,0.00046090913,0.0014360817,0.0017915852,0.00024601075,0.99327904],"genre_scores_gemma":[0.004838244,0.00008459064,0.00062070903,0.00007398849,0.00023511687,0.0000075638977,0.000071411174,0.0010511354,0.99301726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969445,0.00016545244,0.00030277163,0.0011297233,0.0005276234,0.0009299181],"domain_scores_gemma":[0.9981706,0.00025796783,0.0004555302,0.0006908736,0.00014994165,0.00027507148],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007061669,0.0007122816,0.00072605093,0.0006902865,0.00009737595,0.00004340941,0.0011003547,0.00040231308,0.29482383],"category_scores_gemma":[0.000057173926,0.0007462039,0.00017863128,0.0007360477,0.000099767596,0.0002758371,0.00030925364,0.00035626732,0.0005554147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005757423,0.000034658526,0.00869822,0.0010903254,0.0001943194,0.0005090312,0.0011044074,0.000020825151,0.000019588344,0.0002590491,0.48326582,0.504228],"study_design_scores_gemma":[0.0033171475,0.00003839782,0.0004898621,0.010050104,0.00010854054,0.000002736416,0.0049491795,0.000023813878,0.00003750034,0.0000022870772,0.98006266,0.0009177611],"about_ca_topic_score_codex":0.81111705,"about_ca_topic_score_gemma":0.99559516,"teacher_disagreement_score":0.50331026,"about_ca_system_score_codex":0.0039178673,"about_ca_system_score_gemma":0.0022795412,"threshold_uncertainty_score":0.99990594},"labels":[],"label_agreement":null},{"id":"W7137611766","doi":"","title":"Résumé des panels: identifier et exploiter le potentiel de la technologie dans les établissements de soins de longue durée au Canada","year":2021,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Context (archaeology); Work (physics)","score_opus":0.024103764768333518,"score_gpt":0.22943166802788958,"score_spread":0.20532790325955608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137611766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08201802,0.0010918737,0.025027823,0.0002992548,0.0005657115,0.0006812353,0.0008231779,0.000435184,0.8890577],"genre_scores_gemma":[0.10107594,0.00039077326,0.005383958,0.00020769572,0.00020135575,0.000011864807,0.00019368606,0.0009104186,0.89162433],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921048,0.0020573856,0.0005927463,0.0017055239,0.00080701767,0.0027324983],"domain_scores_gemma":[0.99661815,0.00031392794,0.0006222173,0.0013626093,0.00027245726,0.0008106138],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00069640134,0.0014510107,0.0010889994,0.0008549434,0.0009058829,0.0005428831,0.0024464277,0.001794098,0.2017459],"category_scores_gemma":[0.00027394353,0.001883905,0.0005075136,0.0021686868,0.0014900754,0.00067178387,0.0017933723,0.0017803387,0.00034196104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00044871497,0.0021463346,0.59627783,0.0028134214,0.0053470684,0.046609547,0.010659007,0.004965255,0.08636349,0.013517461,0.06503372,0.16581817],"study_design_scores_gemma":[0.0023804295,0.000063628555,0.031449545,0.0022100552,0.0008876397,0.00034843385,0.052004352,0.0003142113,0.011031709,0.00030229235,0.8972116,0.0017961159],"about_ca_topic_score_codex":0.86073035,"about_ca_topic_score_gemma":0.98414093,"teacher_disagreement_score":0.8321779,"about_ca_system_score_codex":0.014350934,"about_ca_system_score_gemma":0.016738918,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W7137623932","doi":"","title":"Rapid Synthesis: Key Features and Effects of Educational Approaches to Improve Clinical Performance","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Stakeholder; Digital health; Health care; MEDLINE","score_opus":0.02576985972057362,"score_gpt":0.22292553689295014,"score_spread":0.19715567717237653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137623932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00087637646,0.0008800355,0.00003414062,0.00022938258,0.00046912633,0.00090607494,0.00021008271,0.000112805734,0.996282],"genre_scores_gemma":[0.0024500852,0.00023540595,0.0017115214,0.00005494883,0.0004902367,0.000009036677,0.000011919146,0.00048838067,0.99454844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977699,0.00031928412,0.00028112825,0.00087338744,0.00032849616,0.00042783775],"domain_scores_gemma":[0.9979271,0.00067333155,0.00045762217,0.0005827035,0.00003616182,0.00032304105],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020225388,0.0005261093,0.0007634553,0.00068423053,0.00006962768,0.00003265881,0.000645038,0.00054006244,0.06528955],"category_scores_gemma":[0.00012792378,0.00046794311,0.00019758273,0.00042407474,0.0004041402,0.00016413657,0.00038722105,0.00030792085,0.0015960328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051408797,0.00029489107,0.005034165,0.0013050928,0.0007473813,0.000012402502,0.00014560894,6.1223966e-7,0.00022251441,0.0027073147,0.34615767,0.64285827],"study_design_scores_gemma":[0.0011551849,0.00021832094,0.0061506107,0.0013682838,0.00037659108,0.000006797991,0.000090161506,0.0000049119144,0.0008243096,0.000015707934,0.9891794,0.0006097355],"about_ca_topic_score_codex":0.000041541174,"about_ca_topic_score_gemma":0.000095106705,"teacher_disagreement_score":0.6430217,"about_ca_system_score_codex":0.00013181804,"about_ca_system_score_gemma":0.00020676889,"threshold_uncertainty_score":0.9997772},"labels":[],"label_agreement":null},{"id":"W7137637157","doi":"","title":"Citizen Brief: Meeting the Future Home and Community Care Needs of Older Adults in Ontario","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Older people; Community participation; Needs assessment; Long-term care; Community-based care; Key (lock); Aged care; Primary care","score_opus":0.006833924940662625,"score_gpt":0.1734099897490526,"score_spread":0.16657606480839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137637157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040346704,0.000847665,0.000010577905,0.00003114707,0.00020767975,0.0007075873,0.00018233628,0.00015691396,0.9575094],"genre_scores_gemma":[0.0770037,0.000034932604,0.00014416111,0.000068852285,0.00014756736,0.0000012755988,0.00011147663,0.0005366297,0.9219514],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997327,0.0011770425,0.00028900118,0.00035815596,0.00035149584,0.0004973005],"domain_scores_gemma":[0.99807954,0.00015164782,0.0005378669,0.0009769279,0.00011175363,0.00014223965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029869884,0.00060487364,0.0008008117,0.00088988815,0.00024144523,0.000055228502,0.0011681641,0.0006377854,0.055679895],"category_scores_gemma":[0.0000118604075,0.00055719446,0.00016527555,0.0011385758,0.00040144305,0.000116459756,0.0008444886,0.001937067,0.00010214092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018623658,0.0006239256,0.35035843,0.004155039,0.0012993824,0.0002483843,0.27901402,0.00006406845,0.00009098083,0.0026193873,0.15783931,0.20182472],"study_design_scores_gemma":[0.00327434,0.00009152275,0.022853151,0.0020451206,0.00017993386,0.000007553952,0.08881177,0.00000478831,0.000009018899,0.000009202203,0.88212305,0.00059053727],"about_ca_topic_score_codex":0.20471847,"about_ca_topic_score_gemma":0.89375305,"teacher_disagreement_score":0.72428375,"about_ca_system_score_codex":0.00056295504,"about_ca_system_score_gemma":0.00017199529,"threshold_uncertainty_score":0.99968797},"labels":[],"label_agreement":null},{"id":"W7137657718","doi":"","title":"Rapid Synthesis: Engaging in Priority Setting about Primary and Integrated Healthcare Innovations in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Key (lock); Primary care; Primary health care; Healthcare system; Healthcare policy","score_opus":0.011024071304909747,"score_gpt":0.19217086614056994,"score_spread":0.1811467948356602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137657718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035167795,0.0010533512,0.00007607432,0.0003677194,0.00022256648,0.00089000637,0.0005895102,0.0002649897,0.993019],"genre_scores_gemma":[0.04557056,0.0002451584,0.0018932696,0.000639032,0.00015292723,0.000011069206,0.00029431912,0.00115694,0.9500367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649394,0.00093270186,0.0004949356,0.0009116068,0.00038340144,0.00078340457],"domain_scores_gemma":[0.9984493,0.0002599912,0.00051365583,0.00048412534,0.00009831815,0.00019460163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005049162,0.000624749,0.00089408783,0.002029846,0.00012461461,0.000058987796,0.00053442345,0.00040320505,0.019234637],"category_scores_gemma":[0.00013041054,0.00076450675,0.00004989474,0.0033813484,0.000121739824,0.00020325766,0.000322013,0.0013946044,0.000060029597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015588426,0.00009107258,0.18111053,0.0016842235,0.0001848334,0.0007671924,0.0008173594,0.000040066203,0.000098356155,0.0015298304,0.050513342,0.7630073],"study_design_scores_gemma":[0.0011642606,0.000014996531,0.021250665,0.002992595,0.000048783957,0.000007865372,0.0035441688,0.00024812578,0.000014399724,0.000007522726,0.96992964,0.0007769598],"about_ca_topic_score_codex":0.8757147,"about_ca_topic_score_gemma":0.99216825,"teacher_disagreement_score":0.9194163,"about_ca_system_score_codex":0.004787575,"about_ca_system_score_gemma":0.0032618186,"threshold_uncertainty_score":0.9994806},"labels":[],"label_agreement":null},{"id":"W7137674308","doi":"","title":"Rapid evidence synthesis 128: Features, impacts, and views and experiences of equity, diversity, and inclusion training and leadership initiatives in health science institutions on individual-, community-, and organizational-level outcomes","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Training (meteorology); Evidence-based practice; MEDLINE; Public health; Evidence-based medicine","score_opus":0.2819446168850627,"score_gpt":0.34140577499404895,"score_spread":0.05946115810898622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137674308","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3248089,0.046025027,0.00019243466,0.002040278,0.00024729795,0.0032055222,0.0018476779,0.00033639025,0.62129647],"genre_scores_gemma":[0.9637895,0.005342494,0.00087445905,0.00038418113,0.00001368764,0.0000022591312,0.000015478588,0.000075059106,0.02950283],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970479,0.0008229116,0.0003080992,0.00071061973,0.0006481879,0.00046229133],"domain_scores_gemma":[0.9978968,0.00091684604,0.00048744114,0.00029744537,0.00008865538,0.0003128229],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.0015725733,0.0004981423,0.00085053337,0.0021320884,0.00362833,0.00015311195,0.0006958389,0.00026083153,0.00089197047],"category_scores_gemma":[0.00069649896,0.0004990277,0.000029487064,0.0018340908,0.0036453954,0.0010005777,0.019682704,0.0006040319,8.439842e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022151684,0.0003553504,0.2010626,0.0040890137,0.00033178204,0.000051066978,0.63258743,0.000005614361,0.00012831319,0.01248112,0.00104315,0.14764306],"study_design_scores_gemma":[0.0033104229,0.00070230954,0.54349715,0.01890687,0.00039275573,0.00004860824,0.42013523,0.000029509341,0.00016325068,0.0003327473,0.011011938,0.0014692098],"about_ca_topic_score_codex":0.0015200755,"about_ca_topic_score_gemma":0.005269966,"teacher_disagreement_score":0.6389807,"about_ca_system_score_codex":0.000242358,"about_ca_system_score_gemma":0.00062097696,"threshold_uncertainty_score":0.99974614},"labels":[],"label_agreement":null},{"id":"W7137703063","doi":"","title":"Living evidence profile 7.1: Examining what is known about the emergence, transmission and spectrum of the burden of disease of avian influenza A (H5Nx) subtypes","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Transmission (telecommunications); Disease; Influenza A virus subtype H5N1; Disease burden; Burden of disease; Disease transmission; Human mortality from H5N1","score_opus":0.023820254025644406,"score_gpt":0.2358454719526206,"score_spread":0.21202521792697618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137703063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013260578,0.068139814,0.00010985516,0.0003643081,0.00057525904,0.0023347838,0.00071534974,0.00022012078,0.91427994],"genre_scores_gemma":[0.054337326,0.001977764,0.0001266066,0.000023948052,0.000109372246,0.0000022200818,0.000002359825,0.0004201814,0.9430002],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973885,0.00040835192,0.0004541074,0.0006986753,0.00066923467,0.0003811637],"domain_scores_gemma":[0.9977963,0.00020960116,0.00080442004,0.0009234025,0.00009304027,0.00017326823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030228242,0.00050884916,0.00063787226,0.00050518045,0.00009443085,0.00006707172,0.0011750668,0.00024789074,0.104503594],"category_scores_gemma":[0.000051892443,0.000356798,0.00028331953,0.0017996752,0.00074806536,0.00046944685,0.00071053265,0.0004075532,0.00011224559],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003906654,0.0009300324,0.07456369,0.048076443,0.0058750124,0.00031034191,0.12921228,0.00073966355,0.027644454,0.005137421,0.19979452,0.5038095],"study_design_scores_gemma":[0.0004937328,0.00022024791,0.0056774556,0.069425285,0.0019163922,0.0000040196214,0.012764651,0.0005270211,0.0013492923,0.00010060317,0.9067308,0.0007905084],"about_ca_topic_score_codex":0.0009962412,"about_ca_topic_score_gemma":0.00021289299,"teacher_disagreement_score":0.7069363,"about_ca_system_score_codex":0.000070816684,"about_ca_system_score_gemma":0.00025732722,"threshold_uncertainty_score":0.9998884},"labels":[],"label_agreement":null},{"id":"W7137706577","doi":"","title":"An exploratory investigation of digital literacy training programs led by public libraries and other local community organizations","year":2020,"lang":"","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"General partnership; Information literacy; Exploratory research; Local government; Local community; Collection development; Public access; Process (computing)","score_opus":0.03338781927495317,"score_gpt":0.2058168004099919,"score_spread":0.17242898113503874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137706577","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06524279,0.0012536014,0.036364697,0.00067200215,0.0003957408,0.0044108354,0.00803511,0.0024033443,0.8812219],"genre_scores_gemma":[0.7764321,0.000028396618,0.002231878,0.00029886796,0.00016691857,0.000005783071,0.0028875396,0.0017073752,0.21624115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940171,0.002397077,0.0008484948,0.0011672955,0.0006898664,0.0008801574],"domain_scores_gemma":[0.9954416,0.00023990842,0.0013776625,0.0011095521,0.0005178799,0.0013134095],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002850572,0.0012907161,0.00133185,0.00081990904,0.0008496525,0.0021410342,0.0017349793,0.00091314793,0.09659541],"category_scores_gemma":[0.00016011557,0.0016201962,0.00017752753,0.0057962625,0.004078887,0.008141572,0.0011072443,0.0015678846,0.0003336418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071986776,0.0021663527,0.10862416,0.0017973869,0.0024497742,0.00010901104,0.31940523,0.00004214642,0.0037811827,0.0090339435,0.007183427,0.5446875],"study_design_scores_gemma":[0.002827371,0.0010777232,0.00020295908,0.0010231462,0.00052292296,0.000013599439,0.1654016,0.0010270324,0.0002964332,0.00026757238,0.825664,0.0016756348],"about_ca_topic_score_codex":0.00015814438,"about_ca_topic_score_gemma":0.0005465744,"teacher_disagreement_score":0.8184806,"about_ca_system_score_codex":0.00035543158,"about_ca_system_score_gemma":0.0012408128,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W7137748893","doi":"","title":"Dialogue Summary: Developing a ‘Rapid-response’ Program for Health System Decision-makers in Canada","year":2014,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Government of Ontario; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Key (lock); Stakeholder; Program evaluation; Public health; Health care; Health policy","score_opus":0.013109402628445852,"score_gpt":0.2275704101893744,"score_spread":0.21446100756092856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137748893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016831407,0.0007563526,0.008457857,0.00046118465,0.0015575194,0.007441324,0.0025824758,0.0013878264,0.97718716],"genre_scores_gemma":[0.0010859144,0.000040335017,0.018228717,0.0003861126,0.00021390406,0.000053801963,0.00031776977,0.0017050677,0.9779684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946845,0.0010191415,0.0006749327,0.0013589117,0.00072304,0.0015394699],"domain_scores_gemma":[0.99675584,0.00079918513,0.00093019864,0.00084995205,0.000118564225,0.0005462878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008264912,0.00097309414,0.0015420982,0.0017083312,0.00020775605,0.00009621409,0.001270979,0.00050725695,0.0109213],"category_scores_gemma":[0.00013472793,0.0011202953,0.00024868702,0.0022950748,0.00011925164,0.00013235853,0.0003548595,0.0004739993,0.00036674895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0023227364,0.000057105983,0.0008314981,0.0011774794,0.00025445217,0.00033837897,0.00010495285,0.000080320286,0.0000024424771,0.00084892113,0.6055619,0.38841978],"study_design_scores_gemma":[0.003606879,0.00020520555,0.00042028198,0.004696003,0.00007084476,0.000013841611,0.0014849665,0.00039540316,0.0000017984354,0.000006194383,0.98800117,0.0010974024],"about_ca_topic_score_codex":0.721008,"about_ca_topic_score_gemma":0.99202055,"teacher_disagreement_score":0.3873224,"about_ca_system_score_codex":0.014570948,"about_ca_system_score_gemma":0.010781831,"threshold_uncertainty_score":0.9991247},"labels":[],"label_agreement":null},{"id":"W7137753920","doi":"","title":"Rapid evidence profile #73: Effectiveness of masks to reduce exposure and health impacts of wildfire smoke, combined heat-wildfire smoke events, and other pollutants associated with wildfires","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Smoke; Pollutant; Air pollutants; Air pollution; Human health; Health risk","score_opus":0.02844661321271833,"score_gpt":0.25995920840993925,"score_spread":0.23151259519722092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137753920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545332,0.024932355,0.000023081828,0.00033312745,0.00047590063,0.0079526305,0.0064534745,0.00091099914,0.20438524],"genre_scores_gemma":[0.7686028,0.0003150575,0.00019042987,0.00009420033,0.00005103605,0.000010733602,0.000044394616,0.0011800845,0.22951128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941885,0.0015889448,0.0006443703,0.001610042,0.00096210476,0.0010060804],"domain_scores_gemma":[0.9970411,0.00028982697,0.00096047064,0.0009215158,0.00009824001,0.000688839],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011765771,0.0012158776,0.0021479223,0.0013856901,0.00014212883,0.00007320661,0.00070849096,0.0007093201,0.0052021462],"category_scores_gemma":[0.000106244464,0.0011592966,0.00020804386,0.0028821642,0.0005928332,0.00037351373,0.0005644731,0.0006350616,0.0000451322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016521106,0.0021807272,0.7658585,0.021581335,0.013095565,0.00074976473,0.0069496776,0.000029828601,0.007566676,0.00052690273,0.038710073,0.12622985],"study_design_scores_gemma":[0.012991953,0.009079795,0.80664104,0.11849578,0.0021518194,0.00008026572,0.002177695,0.000043555337,0.002779529,0.00008182152,0.04242751,0.0030492246],"about_ca_topic_score_codex":0.010080027,"about_ca_topic_score_gemma":0.003164106,"teacher_disagreement_score":0.12318062,"about_ca_system_score_codex":0.00075742346,"about_ca_system_score_gemma":0.00064266054,"threshold_uncertainty_score":0.9990857},"labels":[],"label_agreement":null},{"id":"W7137769000","doi":"","title":"Citizen Brief: Building a Primary-Care 'Home' for Every Ontarian","year":2016,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Key (lock); Citizen science; Work (physics); Government (linguistics)","score_opus":0.011463850712204867,"score_gpt":0.20285432729538358,"score_spread":0.1913904765831787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137769000","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027569507,0.00048619596,0.0054915226,0.00005544922,0.0007737181,0.0018282139,0.0034635374,0.0012741939,0.9865996],"genre_scores_gemma":[0.000067387824,0.000037453934,0.008063599,0.00019401625,0.00088449067,0.000009431612,0.00044213122,0.0024052002,0.98789626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996185,0.00017471422,0.00033898273,0.0015093925,0.00057556905,0.0012163102],"domain_scores_gemma":[0.99759614,0.00013460354,0.0006297035,0.0010415536,0.00018551484,0.00041248102],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012603901,0.0010630108,0.0011058538,0.0014164674,0.00024945094,0.00015208959,0.0015108862,0.0009490322,0.35975564],"category_scores_gemma":[0.000017027092,0.0011182892,0.0006435192,0.0008076014,0.00027632472,0.0003672461,0.0006720722,0.00041934967,0.0038948748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086497125,0.00008385656,0.00066942774,0.001173077,0.00096823164,0.00031492612,0.00034570065,0.0000030132549,0.00085349026,0.008604891,0.76059157,0.22552687],"study_design_scores_gemma":[0.005470655,0.00012331936,0.00014079791,0.0016112761,0.0005326914,0.000013441566,0.00040900105,0.0000024734788,0.00007140442,0.00012767581,0.99001586,0.001481397],"about_ca_topic_score_codex":0.00061638287,"about_ca_topic_score_gemma":0.0035052649,"teacher_disagreement_score":0.35586074,"about_ca_system_score_codex":0.0025278812,"about_ca_system_score_gemma":0.00053253723,"threshold_uncertainty_score":0.99912673},"labels":[],"label_agreement":null},{"id":"W7162873885","doi":"10.71548/37.3","title":"Implementation Process for the Canadian Indigenous Cognitive Assessment","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Dementia; Population; Agency (philosophy); Cognition; Cognitive Assessment System; Work (physics); Population ageing","score_opus":0.02477963019554432,"score_gpt":0.2936891584320171,"score_spread":0.2689095282364728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162873885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017023518,0.00036473578,0.00069273374,0.00011911873,0.0004372716,0.0035164473,0.005221696,0.00032585816,0.98930514],"genre_scores_gemma":[0.0037654706,0.000015852427,0.00012630096,0.00015178937,0.00027990344,0.000041941083,0.00052765495,0.0011705587,0.9939205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795705,0.000092259324,0.00016983271,0.000686184,0.000378749,0.0007159112],"domain_scores_gemma":[0.9990046,0.0000694935,0.00024812334,0.0002692831,0.00015612264,0.0002523727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001667609,0.00048024586,0.00031774087,0.000961501,0.00037819825,0.0002355477,0.0005970664,0.00032214145,0.2500542],"category_scores_gemma":[0.0000047714366,0.00043548495,0.0001752095,0.0011034578,0.00014467057,0.00012404652,0.00009735701,0.0004064203,0.0028314812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010420345,0.000074077376,0.0013330897,0.00086563104,0.0029243545,0.0003332209,0.0044064196,0.0000148057015,0.000007221051,0.0044091516,0.7100476,0.27548024],"study_design_scores_gemma":[0.0010926109,0.00009438161,0.000159165,0.00027515765,0.001157286,0.000005817578,0.014666987,0.00003159673,0.000016795388,0.00014134239,0.9818492,0.0005096375],"about_ca_topic_score_codex":0.16911179,"about_ca_topic_score_gemma":0.9516545,"teacher_disagreement_score":0.7825427,"about_ca_system_score_codex":0.0015762728,"about_ca_system_score_gemma":0.0019252184,"threshold_uncertainty_score":0.9998097},"labels":[],"label_agreement":null},{"id":"W7163653333","doi":"10.71548/60","title":"Résumé du panel : Aider les foyers de soins de longue durée de l’Ontario à protéger les résidents et le personnel pendant des éclosions de maladies infectieuses","year":2025,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; MEDLINE; Context (archaeology); Health care; Pandemic","score_opus":0.028959621057751638,"score_gpt":0.226339121475096,"score_spread":0.19737950041734437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163653333","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19628575,0.0011672805,0.019194562,0.0010362671,0.00039856543,0.0021696172,0.0007627337,0.00077309116,0.77821213],"genre_scores_gemma":[0.115117334,0.000779528,0.010540274,0.00034976608,0.0002736158,0.000043047065,0.00007953102,0.0009537931,0.8718631],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121314,0.002176644,0.00073013915,0.0019198161,0.0007183538,0.0032419332],"domain_scores_gemma":[0.9957609,0.000746015,0.0007918537,0.0010966479,0.0004565909,0.0011479671],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000761833,0.0020998202,0.0015885598,0.0015580885,0.0022214188,0.00064839685,0.0020213865,0.0017950996,0.27496278],"category_scores_gemma":[0.00058177736,0.002558057,0.0011351383,0.0013806873,0.0019964876,0.0010873496,0.0017463588,0.002405668,0.0013198497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00083702564,0.0017055803,0.90196335,0.001945515,0.0030798903,0.0042145737,0.027282873,0.006750086,0.0034333423,0.015885532,0.016665775,0.016236452],"study_design_scores_gemma":[0.005062226,0.00031988387,0.18971634,0.0054416703,0.0026997905,0.00047053632,0.041034393,0.0007733311,0.0016037435,0.00071201654,0.7493773,0.0027887542],"about_ca_topic_score_codex":0.57952106,"about_ca_topic_score_gemma":0.90338576,"teacher_disagreement_score":0.73271155,"about_ca_system_score_codex":0.012063251,"about_ca_system_score_gemma":0.012644188,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W7163662650","doi":"10.71548/54","title":"Résumé du dialogue Renforcer la capacité du secteur des soins de longue durée de l’Ontario à protéger le bien-être des résidents pendant des éclosions de maladies infectieuses","year":2025,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Population; Pandemic; Context (archaeology)","score_opus":0.014127533286247478,"score_gpt":0.20604194645431045,"score_spread":0.19191441316806299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163662650","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31497383,0.00062903354,0.008166371,0.000086382825,0.00037020573,0.0017343493,0.00084922183,0.0006845569,0.67250603],"genre_scores_gemma":[0.12924765,0.0012332896,0.007258489,0.00014566099,0.0004329648,0.000052442225,0.0001317315,0.0009993264,0.8604984],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906759,0.0023168982,0.0009008602,0.001987339,0.00070966536,0.0034093193],"domain_scores_gemma":[0.9950597,0.0009111968,0.0008482943,0.0011350517,0.00071341987,0.0013322855],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00081833685,0.002325491,0.0017855035,0.0019314379,0.0025619958,0.00081092765,0.0021365185,0.0018433746,0.21676089],"category_scores_gemma":[0.0008651611,0.0027142344,0.0011018645,0.0025213577,0.0050322744,0.0016234096,0.0019860833,0.0020878334,0.002096067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00085103663,0.0014651552,0.917414,0.0024653568,0.0025976445,0.006106959,0.02430066,0.005324871,0.0036747989,0.009499671,0.0098722195,0.016427591],"study_design_scores_gemma":[0.0047640624,0.00039984772,0.33443788,0.006825439,0.0023413152,0.0009906219,0.004517434,0.00037516883,0.0028045704,0.0028208683,0.636846,0.0028767886],"about_ca_topic_score_codex":0.42892504,"about_ca_topic_score_gemma":0.93870586,"teacher_disagreement_score":0.6269738,"about_ca_system_score_codex":0.011597029,"about_ca_system_score_gemma":0.009337682,"threshold_uncertainty_score":0.9994525},"labels":[],"label_agreement":null},{"id":"W7163669499","doi":"10.71548/61","title":"Panel summary: Helping long-term care homes in Ontario protect residents and staff during infectious disease outbreaks","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infectious disease (medical specialty); Outbreak; Thematic analysis; Disease; Public health; Infection control","score_opus":0.01059759492942134,"score_gpt":0.19944538516370605,"score_spread":0.18884779023428472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163669499","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054016322,0.001605009,0.000027979453,0.000012525346,0.00027835552,0.002214212,0.00045069586,0.00069610367,0.9406988],"genre_scores_gemma":[0.024057765,0.00014448921,0.000044522018,0.000012583169,0.000079829704,0.000009932048,0.00019348231,0.0006374974,0.9748199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966552,0.00031330838,0.00032461525,0.0013820631,0.00047737517,0.00084743334],"domain_scores_gemma":[0.99835116,0.000033303448,0.00037383774,0.00076398154,0.00007466297,0.00040306474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006952528,0.0009256008,0.00087515445,0.0023201494,0.00021613605,0.00022073743,0.00063786114,0.0005252525,0.03839408],"category_scores_gemma":[0.000026371425,0.0011432273,0.00020454034,0.0010790098,0.00019368064,0.0003701507,0.0011466035,0.0009770325,0.00023445328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091453537,0.00018868508,0.96809894,0.0035885656,0.00048715246,0.0053954497,0.0014657691,0.0000472413,0.0000463928,0.00006241455,0.0026724336,0.01703243],"study_design_scores_gemma":[0.00698427,0.000112115915,0.8149464,0.011104535,0.00065351353,0.000013910252,0.0016783394,0.0000035168378,0.00003672493,0.000020692898,0.16257578,0.0018701953],"about_ca_topic_score_codex":0.1391079,"about_ca_topic_score_gemma":0.84455025,"teacher_disagreement_score":0.70544237,"about_ca_system_score_codex":0.0031223136,"about_ca_system_score_gemma":0.00078149047,"threshold_uncertainty_score":0.99910176},"labels":[],"label_agreement":null},{"id":"W7163681441","doi":"10.71548/64","title":"Document d’information à l’intention des citoyens : Aider les foyers de soins de longue durée de l’Ontario à protéger les résidents et le personnel pendant des éclosions de maladies infectieuses","year":2025,"lang":"fr","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Legislation; Context (archaeology); MEDLINE","score_opus":0.015797934141892785,"score_gpt":0.22238479180628296,"score_spread":0.20658685766439017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163681441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24998984,0.0005080619,0.08783354,0.00047751347,0.00035782473,0.002308315,0.00041934758,0.0005881229,0.65751743],"genre_scores_gemma":[0.14912787,0.0007803394,0.015862927,0.00019946748,0.000115930074,0.00005384597,0.00018415511,0.0004061759,0.8332693],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939118,0.0013223486,0.0007884391,0.0009978256,0.0006702405,0.0023093412],"domain_scores_gemma":[0.9967505,0.00031244944,0.0008949139,0.00069272664,0.0006100174,0.0007394055],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007806254,0.0014632805,0.0009967062,0.0016389816,0.0020971657,0.00087993994,0.0011167388,0.0011781503,0.15187463],"category_scores_gemma":[0.00041987325,0.001759732,0.0008680136,0.0010953689,0.0014648816,0.0029479703,0.0009875315,0.0014846346,0.0009186201],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010962846,0.0012265188,0.805765,0.0036700617,0.0031370088,0.00075644435,0.06462299,0.012815097,0.0028663927,0.025133822,0.007871146,0.071039274],"study_design_scores_gemma":[0.0059683234,0.00048475183,0.22679667,0.008687087,0.0027456922,0.0003309854,0.08163393,0.0012714547,0.0028793686,0.0021413218,0.66449803,0.002562351],"about_ca_topic_score_codex":0.46648663,"about_ca_topic_score_gemma":0.80629486,"teacher_disagreement_score":0.65662694,"about_ca_system_score_codex":0.015452633,"about_ca_system_score_gemma":0.0060786195,"threshold_uncertainty_score":0.9998593},"labels":[],"label_agreement":null},{"id":"W7163689872","doi":"10.71548/53","title":"Dialogue Summary Building capacity in Ontario’s long-term care sector to safeguard residents’ well-being during inf ectious disease outbreaks","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safeguard; Outbreak; Stakeholder; Key (lock); Thematic map; Disease","score_opus":0.011209926576535578,"score_gpt":0.19752105608343598,"score_spread":0.1863111295069004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163689872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08021802,0.00021608973,0.0001557815,0.00002674321,0.0010554394,0.0018072155,0.0006574608,0.00088931015,0.9149739],"genre_scores_gemma":[0.045376886,0.000027601393,0.00034180962,0.00008904885,0.00032219777,0.000010866123,0.00027167986,0.0009914789,0.9525684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946349,0.0004996324,0.0005860177,0.002067933,0.00078482786,0.0014266544],"domain_scores_gemma":[0.9971137,0.000084351086,0.00045010634,0.0013459376,0.00013760634,0.0008683191],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00013717973,0.0013537351,0.0012607457,0.0038729277,0.0003398454,0.0002516289,0.0015370843,0.0007875041,0.10190292],"category_scores_gemma":[0.000061600134,0.0017900614,0.00048252527,0.0022166914,0.00017490736,0.00046327163,0.0016512305,0.0015431185,0.0012348905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017694551,0.00026734578,0.95783603,0.0021818045,0.00068742916,0.0075896992,0.0040667974,0.00069227366,0.00034149294,0.00035587003,0.020233586,0.0039782017],"study_design_scores_gemma":[0.0055394988,0.00008209607,0.5746562,0.008686623,0.0007941192,0.00001248712,0.00087076914,0.000003954886,0.00024144581,0.000042442298,0.40637797,0.0026924093],"about_ca_topic_score_codex":0.26318648,"about_ca_topic_score_gemma":0.92222804,"teacher_disagreement_score":0.6590415,"about_ca_system_score_codex":0.009047684,"about_ca_system_score_gemma":0.00092074886,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W7163691164","doi":"10.71548/55","title":"Citizen brief: Helping long-term care homes in Ontario protect residents and staff during infectious disease outbreaks","year":2025,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infectious disease (medical specialty); Outbreak; Citizen science; Public health; Best practice; Coronavirus disease 2019 (COVID-19)","score_opus":0.007146746511577575,"score_gpt":0.19679841419381508,"score_spread":0.1896516676822375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163691164","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06648285,0.0011014185,0.000044157532,0.0000127455505,0.00023440037,0.0021135178,0.00039248882,0.00068591017,0.9289325],"genre_scores_gemma":[0.031596918,0.00008656456,0.00005381174,0.00001694787,0.000084702755,0.000009302736,0.00014732748,0.00063863164,0.9673658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966753,0.00029144358,0.0003305117,0.001383937,0.00048352598,0.00083529344],"domain_scores_gemma":[0.9983603,0.0000316905,0.0003747427,0.0007441623,0.00008180027,0.00040735607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006713776,0.00089269935,0.00086485705,0.0022422334,0.00021703748,0.0002478522,0.0006212257,0.00051003636,0.055049863],"category_scores_gemma":[0.000030239395,0.0011315722,0.00020787343,0.001073692,0.00020607912,0.00033184508,0.0011094405,0.0009357695,0.00021652621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009632004,0.0001698017,0.9617348,0.0037874572,0.0005658905,0.006253678,0.001808494,0.000046075496,0.000055468816,0.000118285025,0.0026151824,0.021881709],"study_design_scores_gemma":[0.007963692,0.000105390594,0.8328796,0.009562972,0.00058468216,0.00001831853,0.0011839941,0.0000027053482,0.000048555416,0.000029022342,0.14583337,0.0017876762],"about_ca_topic_score_codex":0.121800944,"about_ca_topic_score_gemma":0.80473334,"teacher_disagreement_score":0.6829324,"about_ca_system_score_codex":0.0030885886,"about_ca_system_score_gemma":0.0007675663,"threshold_uncertainty_score":0.99911344},"labels":[],"label_agreement":null},{"id":"W7163994730","doi":"10.71548/68","title":"RISE brief for citizens 3: Examining intersections between Ontario Health Teams and broader human services","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Best practice; Public health; Human services; Health services; Health services research","score_opus":0.026416692137415296,"score_gpt":0.23773749787367354,"score_spread":0.21132080573625825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163994730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002893554,0.00024785806,0.00031082245,0.00006413785,0.00026055335,0.0014228595,0.0018942854,0.0007649722,0.99214095],"genre_scores_gemma":[0.0022575844,0.000012743932,0.00080098736,0.00018084263,0.00031872545,0.00001067308,0.00081586256,0.0010815669,0.994521],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969501,0.0002936239,0.00035599904,0.001218861,0.00036291248,0.0008185315],"domain_scores_gemma":[0.9981687,0.000078148696,0.00069916045,0.0006010378,0.000049261933,0.0004036714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022386327,0.0007141712,0.00092682114,0.0012042623,0.00083845056,0.00014892899,0.0007252604,0.00036180305,0.38415873],"category_scores_gemma":[0.0000037528705,0.0009229553,0.00020259406,0.00078572286,0.00021342006,0.00022710826,0.00083160214,0.00082882674,0.00014403473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002738691,0.00029572306,0.21300694,0.0020141515,0.002907746,0.0001499615,0.016812751,0.00002708863,0.00006986549,0.0013687036,0.6631647,0.099908546],"study_design_scores_gemma":[0.0026379847,0.0004540075,0.0042628357,0.00037631503,0.00039993846,0.000011754351,0.011419721,0.000007342761,0.0000019499914,0.000030368157,0.9795953,0.00080246053],"about_ca_topic_score_codex":0.14557013,"about_ca_topic_score_gemma":0.6615693,"teacher_disagreement_score":0.5159992,"about_ca_system_score_codex":0.0028428126,"about_ca_system_score_gemma":0.00039168404,"threshold_uncertainty_score":0.9993221},"labels":[],"label_agreement":null},{"id":"W7164000273","doi":"10.71548/66","title":"RISE brief for citizens 1: Identifying how Ontario Health Teams can meet the needs of rurally based patient and community partners","year":2021,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Best practice; Health care; Community participation; Community health; Needs assessment","score_opus":0.031933118807507155,"score_gpt":0.23850208459199249,"score_spread":0.20656896578448533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164000273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070089195,0.0007386012,0.0008770212,0.000905534,0.0003469617,0.0024935182,0.0021775835,0.00024903085,0.98520285],"genre_scores_gemma":[0.032033827,0.00002553668,0.001119755,0.0003873975,0.000047223853,0.000006852979,0.00038056326,0.00056327856,0.96543556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653244,0.0015286532,0.00033651866,0.00042500626,0.0004669805,0.0007103861],"domain_scores_gemma":[0.997111,0.00026635846,0.0010250768,0.0010810904,0.00018454509,0.00033188044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004811521,0.00064983027,0.0009722571,0.00065249007,0.0006645731,0.00016597139,0.0008289656,0.00032554622,0.023585282],"category_scores_gemma":[0.000042749063,0.00062874553,0.00033531355,0.0010836363,0.0005209269,0.00009941112,0.00054873835,0.0008791116,0.0000049864984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009951128,0.00092351297,0.019396707,0.0038157941,0.002505723,0.00012687173,0.044563197,0.00018884835,0.00031323847,0.0033091346,0.8463307,0.07753117],"study_design_scores_gemma":[0.0029371611,0.00036902106,0.00042714505,0.0012654888,0.00034689083,0.0000070812675,0.043083407,0.000065752894,0.00008767318,0.000028187358,0.9507606,0.00062157464],"about_ca_topic_score_codex":0.19064721,"about_ca_topic_score_gemma":0.8152402,"teacher_disagreement_score":0.624593,"about_ca_system_score_codex":0.0015620041,"about_ca_system_score_gemma":0.001576015,"threshold_uncertainty_score":0.9996164},"labels":[],"label_agreement":null},{"id":"W7164046434","doi":"10.71548/67","title":"RISE brief for citizens 2: Examining intersections between Ontario Health Teams and specialty service lines","year":2022,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Specialty; Key (lock); Service (business); Health services; Best practice; Health care","score_opus":0.03098429281634569,"score_gpt":0.23422549768622036,"score_spread":0.20324120486987468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164046434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012544864,0.00018795716,0.0007829513,0.00021641722,0.0005697413,0.00155478,0.0033085975,0.000720359,0.9914047],"genre_scores_gemma":[0.00029496604,0.000028764804,0.0018319682,0.00032187495,0.000916873,0.000008748321,0.0006633051,0.0010356258,0.9948979],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698895,0.00029618444,0.0003759133,0.0011828684,0.00036488852,0.0007911656],"domain_scores_gemma":[0.9980411,0.0001451605,0.0006938983,0.0005948926,0.00009247309,0.00043249183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002585509,0.0007116258,0.0009899136,0.0010902599,0.0005857156,0.00011642282,0.0006706388,0.0003553278,0.37764174],"category_scores_gemma":[0.000019039247,0.0009167797,0.00018668354,0.001321208,0.00015280409,0.00019207042,0.0008427223,0.00082522567,0.00023202114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003784244,0.00017299333,0.06885833,0.00078881456,0.0012961793,0.00010068362,0.0064428807,0.000031448537,0.000012253766,0.000533191,0.8061355,0.11524932],"study_design_scores_gemma":[0.0025448448,0.00033337055,0.0032622037,0.00030544982,0.00036804203,0.000014409687,0.006529795,0.000016891372,0.0000018500939,0.000023710578,0.9858128,0.0007866389],"about_ca_topic_score_codex":0.1176741,"about_ca_topic_score_gemma":0.8392218,"teacher_disagreement_score":0.72154766,"about_ca_system_score_codex":0.003260327,"about_ca_system_score_gemma":0.000866989,"threshold_uncertainty_score":0.99932826},"labels":[],"label_agreement":null},{"id":"W744475755","doi":"","title":"Physician labour supply in Canada [electronic resource]","year":2006,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Resource (disambiguation); Labour economics; Economics; Computer science","score_opus":0.010220053873954268,"score_gpt":0.25385713090184864,"score_spread":0.24363707702789436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W744475755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30356756,0.00016420666,0.000015117313,0.0011856087,0.0001570722,0.00045006786,0.00003656054,0.00007323617,0.69435054],"genre_scores_gemma":[0.5922816,0.000013036406,0.00004854393,0.0015232549,0.00013615683,0.0000020995196,0.000022645112,0.000022772743,0.40594992],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971975,0.00043385057,0.00033732268,0.00038236403,0.0002792641,0.0013696791],"domain_scores_gemma":[0.9991585,0.00015736179,0.00016555705,0.00029352144,0.00006684192,0.00015821398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013297141,0.00022484867,0.0003197567,0.00011251499,0.0004031012,0.000007300003,0.00039400277,0.00014615076,0.044563495],"category_scores_gemma":[0.0000073249307,0.000254854,0.000046169105,0.00098546,0.000036882775,0.00014967014,0.00016442961,0.00073675584,0.00021908217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037850623,0.00010648991,0.76124096,0.00031021796,0.000028875686,0.0004392904,0.00070782047,0.0011087883,0.000058104866,0.06854588,0.08444142,0.082633644],"study_design_scores_gemma":[0.0011898681,0.00003258024,0.052679114,0.00020927729,0.000010031517,6.6252977e-7,0.010484818,0.00008250781,0.000016808712,0.00041804303,0.93465334,0.00022296517],"about_ca_topic_score_codex":0.96065176,"about_ca_topic_score_gemma":0.9956913,"teacher_disagreement_score":0.8502119,"about_ca_system_score_codex":0.0045807576,"about_ca_system_score_gemma":0.0022589702,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W745183725","doi":"","title":"Contexts and Dynamics of School Violence: A Multi-Method Investigation in an Ontario Urban Setting","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); School violence; Geography; Mathematics education; Sociology; Psychology; Pedagogy; Social psychology","score_opus":0.015522483414524368,"score_gpt":0.2634788019724314,"score_spread":0.24795631855790704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W745183725","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520092,0.0001767512,0.0020040777,0.000021204529,0.00054031395,0.0007176081,0.000027749393,0.000059447844,0.04444366],"genre_scores_gemma":[0.17920858,0.000058071633,0.013976635,0.00010204134,0.000080017664,0.0000096552885,0.0016244543,0.000091094924,0.80484945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830395,0.00035814932,0.00035669608,0.00056812295,0.00015601185,0.0002570734],"domain_scores_gemma":[0.99877644,0.00006146419,0.00055443944,0.00026162266,0.0001777514,0.00016829056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016526606,0.00029953464,0.00038062202,0.00036346662,0.00011328868,0.00004644521,0.00025627832,0.00057459297,0.027905807],"category_scores_gemma":[0.000023550903,0.0003405635,0.000058912556,0.00034197824,0.000060736755,0.0003766871,0.000045688404,0.0005165649,0.00002045685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035633982,0.00017642624,0.6982117,0.00024852512,0.00008399016,0.000043130865,0.027524255,0.00008651239,0.00041681167,0.0019881825,0.00021477531,0.2706493],"study_design_scores_gemma":[0.005107278,0.00030767743,0.9265383,0.0036398997,0.00023644973,0.00000874664,0.04930325,0.010265678,0.00019481976,0.000362072,0.0030405666,0.0009952809],"about_ca_topic_score_codex":0.027804574,"about_ca_topic_score_gemma":0.26032156,"teacher_disagreement_score":0.7728006,"about_ca_system_score_codex":0.00029919093,"about_ca_system_score_gemma":0.00019888268,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W746003975","doi":"","title":"International Migration and Occupational Integration of Skilled Health Professionals","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Business; Occupational science; Labour economics; Psychology; Political science; Public relations; Medicine; Economics; Physical therapy","score_opus":0.02843639018932742,"score_gpt":0.3697299219186267,"score_spread":0.34129353172929927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W746003975","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09825559,0.00043731954,0.0010549804,0.003008229,0.0044939937,0.0028216557,0.00029030145,0.00019302119,0.8894449],"genre_scores_gemma":[0.07947748,0.0006065812,0.0024661254,0.0008871485,0.00040084735,0.000020401592,0.004909278,0.000060713213,0.91117144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968328,0.00075942976,0.0008874514,0.00052467384,0.0005650878,0.000430566],"domain_scores_gemma":[0.99701035,0.00033750286,0.00151125,0.00025000118,0.0006762053,0.0002146791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046576493,0.00035442566,0.0006430268,0.00040227,0.0005553573,0.0000137334855,0.00034662295,0.0006140281,0.046814308],"category_scores_gemma":[0.00012766299,0.00035814493,0.000110322784,0.00039378772,0.000056757828,0.00027540006,0.00010513767,0.0007201028,0.0000830108],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043640663,0.0004597194,0.06258665,0.0047425204,0.0003698625,0.0000112513935,0.02610744,0.000037485777,0.00040583033,0.047842428,0.074607335,0.7784654],"study_design_scores_gemma":[0.0019038834,0.00020990966,0.043721564,0.004878948,0.00006950264,0.0000011503411,0.034726243,0.0004890088,0.00006790638,0.00030211397,0.91322833,0.00040144083],"about_ca_topic_score_codex":0.0019584193,"about_ca_topic_score_gemma":0.013566621,"teacher_disagreement_score":0.838621,"about_ca_system_score_codex":0.0005257106,"about_ca_system_score_gemma":0.0007911308,"threshold_uncertainty_score":0.99988705},"labels":[],"label_agreement":null},{"id":"W746416435","doi":"","title":"The Dynamical Implications for Stars, Star Formation, and Dark Matter Cores in Dwarf Galaxies","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Dwarf galaxy; Stars; Dark matter; Astronomy","score_opus":0.011294299107865556,"score_gpt":0.22024070651477817,"score_spread":0.20894640740691262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W746416435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094411254,0.0007505296,0.00042180368,0.0007288966,0.00042922216,0.0011515839,0.00034258823,0.00003592858,0.9017282],"genre_scores_gemma":[0.69127077,0.00014636989,0.00041836358,0.00003757855,0.00018065714,0.000025190031,0.0034115561,0.000051620093,0.3044579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915975,0.00004289132,0.00019479422,0.00025013264,0.00009937837,0.0002530636],"domain_scores_gemma":[0.9992678,0.0002055967,0.00015521186,0.00017815153,0.00013064289,0.00006256756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007346138,0.00022512677,0.00023879715,0.00007696979,0.00030622093,0.00008645574,0.00020295366,0.00008445193,0.001308686],"category_scores_gemma":[0.00000565835,0.00019461897,0.00006515749,0.00013410345,0.000067106805,0.0001694524,0.000046734007,0.00016267585,0.000016472972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022320278,0.000032011198,0.93173945,0.000082116814,0.00014862439,8.4642437e-7,0.0015270399,0.0000065133345,0.000003089825,0.002979692,0.019788224,0.043469172],"study_design_scores_gemma":[0.00080349273,0.00004266241,0.84941405,0.00005129112,0.00014115896,8.103206e-7,0.008779242,0.000097729986,0.0000045832267,0.0057286215,0.13465694,0.00027942364],"about_ca_topic_score_codex":0.00031193809,"about_ca_topic_score_gemma":0.0028695369,"teacher_disagreement_score":0.59727025,"about_ca_system_score_codex":0.000064239124,"about_ca_system_score_gemma":0.00006496641,"threshold_uncertainty_score":0.9996042},"labels":[],"label_agreement":null},{"id":"W746515451","doi":"","title":"MODERNISM AND THE FUNCTIONAL CITY: URBAN RENEWAL IN HAMILTON, ONTARIO AND BUFFALO, NEW YORK (1949-1974)","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernism (music); History; Geography; Sociology; Art history; Genealogy","score_opus":0.02732756480766048,"score_gpt":0.20751305246167437,"score_spread":0.18018548765401388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W746515451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08861925,0.0006158221,0.00016234368,0.0004774303,0.00050040736,0.00044587717,0.000005913238,0.00006198837,0.90911096],"genre_scores_gemma":[0.042906284,0.00014290617,0.00010215144,0.00020290409,0.00016376864,0.0000012845079,0.00011640148,0.000016693346,0.9563476],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986554,0.00018054557,0.00016860719,0.00038758683,0.00033462726,0.0002732337],"domain_scores_gemma":[0.9993713,0.00009804438,0.00015262168,0.000121766076,0.00008519899,0.00017110229],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017558967,0.00021984718,0.00027275397,0.00014449941,0.0005366815,0.00025251965,0.00023479408,0.00034563447,0.031584684],"category_scores_gemma":[0.000026029838,0.00021132655,0.00005189943,0.00035856583,0.00019551824,0.00028695638,0.00004576207,0.00039738792,0.000019316072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018998926,0.00012705754,0.15357168,0.00009583138,0.0003740954,0.00007120717,0.53378284,0.00009847588,0.000054479202,0.15171239,0.056944046,0.10126799],"study_design_scores_gemma":[0.0019428588,0.000023036084,0.026912834,0.000077582605,0.00009269939,0.0000011343856,0.030787978,0.00008276471,0.0000028662769,0.0013467611,0.9384164,0.00031307572],"about_ca_topic_score_codex":0.24645385,"about_ca_topic_score_gemma":0.809292,"teacher_disagreement_score":0.88147235,"about_ca_system_score_codex":0.0002879734,"about_ca_system_score_gemma":0.0005596133,"threshold_uncertainty_score":0.96930057},"labels":[],"label_agreement":null},{"id":"W747435768","doi":"","title":"Lung Immunopathology Following Influenza And Pneumococcus Infection: Mechanisms Of Disease And Therapeutic Approaches","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Immunopathology; Immunology; Lung; Disease; Medicine; Lung disease; Respiratory disease; Virology; Intensive care medicine; Pathology; Internal medicine","score_opus":0.0491990851397054,"score_gpt":0.28886611858722244,"score_spread":0.23966703344751705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W747435768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91169035,0.0069425725,0.00014612894,0.00004854286,0.0002098593,0.0013951261,0.000021612417,0.00007990416,0.07946588],"genre_scores_gemma":[0.82770735,0.0008799931,0.0004917541,0.00029979352,0.0000822645,0.000032356882,0.00009961672,0.00011894808,0.17028795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99854195,0.00013101108,0.0002492553,0.00047070757,0.00028170648,0.00032537634],"domain_scores_gemma":[0.9991486,0.00007412225,0.00018541662,0.00026668762,0.00013117002,0.00019400117],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012095141,0.00035288406,0.0006195844,0.00035294887,0.00019786415,0.000034441764,0.00010915983,0.00026572208,0.002070822],"category_scores_gemma":[0.00004572287,0.00034162612,0.00016105926,0.00029288442,0.00015367358,0.00016772868,0.00016219734,0.00040478265,0.000008482826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009744338,0.00066393916,0.22709589,0.014129623,0.0075061237,0.001131624,0.010003395,0.000035189714,0.047907896,0.018261576,0.00012537133,0.66339505],"study_design_scores_gemma":[0.014266154,0.0021580702,0.8764542,0.0032072435,0.008905316,0.00005458077,0.01722751,0.0009831807,0.0063190563,0.002874635,0.06528313,0.0022669658],"about_ca_topic_score_codex":0.00018781502,"about_ca_topic_score_gemma":0.00007831925,"teacher_disagreement_score":0.66112804,"about_ca_system_score_codex":0.00010540293,"about_ca_system_score_gemma":0.00013812834,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W747554261","doi":"","title":"Mechanisms of Cigarette Smoke-Induced Inflammation and the Exacerbated Response to Bacteria in Mice","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Thoracic Society","keywords":"Inflammation; Cigarette smoke; Bacteria; Inflammatory response; Smoke; Cell biology; Biology; Immunology; Chemistry; Toxicology; Genetics","score_opus":0.023018222902166506,"score_gpt":0.2937813375476984,"score_spread":0.27076311464553193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W747554261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624877,0.000056914974,0.000055491615,0.00047280846,0.00041985896,0.001530717,0.000044597415,0.000043001142,0.03488894],"genre_scores_gemma":[0.8507184,0.00006195838,0.00007395586,0.0008331071,0.00017486874,0.000030303814,0.00015157559,0.000056939138,0.14789891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958679,0.0024491805,0.000599958,0.00038332248,0.0002672396,0.00043237268],"domain_scores_gemma":[0.99787915,0.0008004433,0.00056459085,0.0002830005,0.00020620502,0.0002666316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010942841,0.00027278005,0.00054816075,0.0004371111,0.0003242731,0.000011448171,0.00031806843,0.00058815145,0.005683245],"category_scores_gemma":[0.00039966928,0.00022806387,0.0000785802,0.00066015095,0.000036151156,0.00011666432,0.00010392923,0.00062602566,0.000039221333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28606352,0.0003607312,0.01647395,0.017718779,0.00065310154,0.00035432924,0.052338,0.0000978924,0.11372215,0.015828682,0.006591695,0.48979717],"study_design_scores_gemma":[0.028420174,0.00087916065,0.4350008,0.0040607494,0.0008666758,0.0000016194986,0.06384374,0.00020878075,0.0042348043,0.0009482893,0.45980567,0.0017295402],"about_ca_topic_score_codex":0.0007077642,"about_ca_topic_score_gemma":0.0018574237,"teacher_disagreement_score":0.48806763,"about_ca_system_score_codex":0.00020931878,"about_ca_system_score_gemma":0.0007878129,"threshold_uncertainty_score":0.99522567},"labels":[],"label_agreement":null},{"id":"W748240594","doi":"","title":"MOLECULAR DYNAMICS SIMULATION STUDY OF SOLID-LIQUID INTERFACE PROPERTIES OF HCP MAGNESIUM","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnesium; Molecular dynamics; Materials science; Dynamics (music); Interface (matter); Chemical physics; Chemistry; Computational chemistry; Metallurgy; Physics; Composite material","score_opus":0.011037855908936476,"score_gpt":0.2413595006012404,"score_spread":0.23032164469230393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W748240594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89437205,0.000104440136,0.00057287916,0.0000038940934,0.00010853151,0.0001722446,0.000055469038,0.00003883118,0.10457164],"genre_scores_gemma":[0.8748579,0.0000017478293,0.000033170207,0.0000023319137,0.000028463524,0.0000021097026,0.00013683959,0.000043907592,0.124893524],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877197,0.00003482236,0.0003534896,0.0003355688,0.00028085502,0.00022328619],"domain_scores_gemma":[0.9988404,0.000029779898,0.00044511605,0.00034129305,0.00025990963,0.00008353799],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000011537771,0.0003179161,0.00045003256,0.00008169537,0.000047086236,0.0000071853033,0.0003587557,0.00024537125,0.009911234],"category_scores_gemma":[0.000017580847,0.0003355867,0.000196563,0.00023295893,0.000055803397,0.00017523814,0.000114877934,0.0003543868,0.000009141869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016341987,0.0016181045,0.00007730244,0.0014803925,0.00029808903,0.000014011742,0.0018913322,0.016270207,0.96128273,0.00011151328,0.0000036136455,0.015318525],"study_design_scores_gemma":[0.000762402,0.0002312408,0.000028894347,0.00036059428,0.000563579,5.9848725e-7,0.01510855,0.003176018,0.9767507,0.000024367415,0.0025685106,0.00042455975],"about_ca_topic_score_codex":0.000116381794,"about_ca_topic_score_gemma":0.00016252995,"teacher_disagreement_score":0.020321883,"about_ca_system_score_codex":0.00017909685,"about_ca_system_score_gemma":0.0000478735,"threshold_uncertainty_score":0.99990964},"labels":[],"label_agreement":null},{"id":"W749946292","doi":"","title":"State, Service, and Survival: Canada’s Great War Disabled, 1914-44","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Medical Association; CNIB; McMaster University; U.S. Department of Veterans Affairs","keywords":"State (computer science); Service (business); History; Political science; Genealogy; Economy; Computer science; Economics","score_opus":0.012134201838750136,"score_gpt":0.20333732014459532,"score_spread":0.1912031183058452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W749946292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008453069,0.0003662071,9.329307e-7,0.00035081056,0.0013080259,0.00022293639,0.00021951993,0.000056122335,0.9890224],"genre_scores_gemma":[0.0021314172,0.0006144153,0.000013268047,0.00012903873,0.00012873966,6.5574386e-7,0.0002443476,0.000032299515,0.99670583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982986,0.00016652844,0.00014741097,0.0004107125,0.0005492113,0.00042757517],"domain_scores_gemma":[0.9988522,0.000039388877,0.00015042385,0.00019165582,0.0002400442,0.00052628806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014415657,0.00022670701,0.0003254105,0.00045367522,0.00094717793,0.0002229505,0.00042831007,0.00025783325,0.04038636],"category_scores_gemma":[0.000021994903,0.00033375487,0.000057838417,0.0006604171,0.0001674226,0.00033859207,0.000053753258,0.00027736073,0.000057434732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004896242,0.00007717661,0.00416124,0.00088739645,0.00041787044,0.001114793,0.07260655,0.00003883867,0.000013865561,0.008802754,0.5696918,0.34169808],"study_design_scores_gemma":[0.0003604206,0.000012149921,0.0008042048,0.00006172473,0.000093851806,5.639684e-7,0.031986944,0.0000027583387,7.0769613e-7,0.00017664018,0.9661389,0.00036114556],"about_ca_topic_score_codex":0.99818987,"about_ca_topic_score_gemma":0.99999624,"teacher_disagreement_score":0.3964471,"about_ca_system_score_codex":0.0027541998,"about_ca_system_score_gemma":0.008272465,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W750629619","doi":"","title":"'SECURING' THE HOMELAND? A COMPARISON OF CANADIAN AND AMERICAN HOMELAND SECURITY POLICY IN THE POST-9/11 PERIOD","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland security; Homeland; Period (music); Security studies; Political science; Computer security; Public administration; Computer science; Law; Physics; Terrorism; Politics","score_opus":0.013219371403509064,"score_gpt":0.26327156407804764,"score_spread":0.2500521926745386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W750629619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5648198,0.00018775264,1.8024755e-7,0.005562773,0.00010227986,0.00045824584,0.00007617393,0.000011609956,0.42878118],"genre_scores_gemma":[0.972696,0.0003207977,0.000008292235,0.00030124842,0.00012486229,0.0000026150024,0.00008755692,0.000011495904,0.026447102],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978416,0.0006724574,0.00023300471,0.00028862306,0.00039272328,0.0005715808],"domain_scores_gemma":[0.9989275,0.00013994315,0.00027561685,0.00022440155,0.00013685541,0.000295686],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043919557,0.0002167953,0.00040723314,0.00053506985,0.0006799975,0.00018348622,0.00081520434,0.00025353237,0.0045883097],"category_scores_gemma":[0.00009451131,0.00016691777,0.00008715197,0.0021561151,0.00044832026,0.0001946422,0.000045203,0.0005092063,0.000012847201],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010743311,0.00014548459,0.08778574,0.00023266765,0.00007083258,0.000038654638,0.70183986,0.0000030444194,0.0000020086557,0.11631974,0.0041957204,0.08925883],"study_design_scores_gemma":[0.00019813734,0.00006386181,0.04744814,0.00003995915,0.00002222122,9.918914e-7,0.3119543,0.000008798522,7.094571e-7,0.00016611692,0.6399541,0.00014266027],"about_ca_topic_score_codex":0.9606151,"about_ca_topic_score_gemma":0.99455464,"teacher_disagreement_score":0.6357584,"about_ca_system_score_codex":0.00028089757,"about_ca_system_score_gemma":0.0013553253,"threshold_uncertainty_score":0.9963216},"labels":[],"label_agreement":null},{"id":"W751203297","doi":"","title":"FROM MORAL CONDEMNATION TO ECONOMIC STRATEGIES: REFRAMING THE END OF THE BRITISH TRANSATLANTIC SLAVE TRADE","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Russia and Soviet political economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Cognitive reframing; Political science; Environmental ethics; Economics; Political economy; Psychology; Philosophy; Social psychology","score_opus":0.012628998302947045,"score_gpt":0.2304995999208679,"score_spread":0.21787060161792088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W751203297","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15841773,0.000028092729,0.00010738114,0.0013501465,0.000631572,0.00040337504,0.00007566708,0.00002568009,0.83896035],"genre_scores_gemma":[0.8233828,0.000023299259,0.000032953772,0.0001412016,0.00027320554,0.0000015672555,0.000055751225,0.000016192713,0.17607301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986544,0.00029437832,0.00024487055,0.00031120758,0.00019513119,0.0003000169],"domain_scores_gemma":[0.9992612,0.00019556965,0.00018942772,0.00021404143,0.000025150932,0.000114634655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016275281,0.00016683308,0.00029839113,0.000039451275,0.00063991244,0.00037026766,0.0007656485,0.0002767932,0.021167262],"category_scores_gemma":[0.000018156756,0.00015317735,0.00020651537,0.0001578573,0.00027463064,0.00024332888,0.000023975002,0.0002583582,0.000033569548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016165857,0.00008898055,0.0015851456,0.00017824587,0.00041165238,0.000025593212,0.077413775,0.00049242657,0.00013463039,0.6065594,0.00301613,0.30993238],"study_design_scores_gemma":[0.0005883301,0.00004816261,0.012515569,0.0002735426,0.00026095123,6.5846234e-7,0.15843482,0.0001387337,0.00016400099,0.009212938,0.8179285,0.00043380092],"about_ca_topic_score_codex":0.041057296,"about_ca_topic_score_gemma":0.18530598,"teacher_disagreement_score":0.8149124,"about_ca_system_score_codex":0.00022451977,"about_ca_system_score_gemma":0.00050108525,"threshold_uncertainty_score":0.9797275},"labels":[],"label_agreement":null},{"id":"W751335415","doi":"","title":"Agenda: Graduate Council - May 28th, 2013","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University Network of Excellence in Nuclear Engineering; McMaster University","keywords":"Political science","score_opus":0.09833174497688986,"score_gpt":0.1848301390217038,"score_spread":0.08649839404481395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W751335415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007329639,0.00026743655,0.00027633354,0.0006816515,0.001292945,0.00021342895,0.00015484609,0.00007897826,0.9897047],"genre_scores_gemma":[0.04332604,0.00019088884,0.00038329995,0.0002976211,0.00006452004,0.000002250814,0.000005265422,0.000018053985,0.9557121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986136,0.000013838873,0.00028560017,0.00057520554,0.00007005127,0.0004416801],"domain_scores_gemma":[0.99923396,0.00002461673,0.00019954695,0.00032112852,0.000093474206,0.0001272824],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024585813,0.00020447008,0.00035257323,0.00013394092,0.00022466239,0.00015327174,0.00041977907,0.00008293091,0.57413554],"category_scores_gemma":[0.000019969886,0.0002464569,0.0001521998,0.00031568797,0.00016863162,0.0006908168,0.00025496233,0.00012976263,0.10628521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013307716,0.000060620452,0.0055584703,0.000020012356,0.00015707673,0.000019712288,0.00090656953,0.00006579807,0.000006964693,0.041938797,0.93305874,0.018193958],"study_design_scores_gemma":[0.0006293732,0.000023661125,0.0024143867,0.000007096989,0.000010884131,0.000001909481,0.0018222327,0.0004342714,0.000008929291,0.0014214137,0.9929185,0.00030732428],"about_ca_topic_score_codex":0.0023358618,"about_ca_topic_score_gemma":0.00014348548,"teacher_disagreement_score":0.46785033,"about_ca_system_score_codex":0.00041999485,"about_ca_system_score_gemma":0.000037948703,"threshold_uncertainty_score":0.99999875},"labels":[],"label_agreement":null},{"id":"W751516886","doi":"","title":"ENCAPSULATION OF FACTOR IX-ENGINEERED MESENCHYMAL STEM CELLS IN ALGINATE-BASED MICROCAPSULES FOR ENHANCED VIABILITY AND FUNCTIONALITY","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Blood Services; McMaster University","keywords":"Mesenchymal stem cell; Encapsulation (networking); Cell biology; Tissue engineering; Cell encapsulation; Chemistry; Materials science; Biomedical engineering; Computer science; Biology; Engineering; Computer network","score_opus":0.009015857898300332,"score_gpt":0.20880623262755307,"score_spread":0.19979037472925273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W751516886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956927,0.000093573944,0.03556128,0.00005586765,0.00036566908,0.0016909173,0.000539125,0.00007760894,0.0046889656],"genre_scores_gemma":[0.91270816,0.000011362808,0.010718976,0.000017532922,0.000043374366,0.000048806225,0.00048507637,0.000041659925,0.07592502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819595,0.000107454296,0.00043018465,0.0006508428,0.00029004458,0.000325524],"domain_scores_gemma":[0.9986968,0.0002630063,0.00035662568,0.00028828823,0.0002831054,0.000112146285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018376371,0.00030790444,0.0004623123,0.00021178531,0.00009741883,0.00003797616,0.00032903743,0.00041124204,0.008854978],"category_scores_gemma":[0.000012501157,0.0003306316,0.00011254007,0.00046101472,0.0001491414,0.00020748403,0.000040341412,0.00017180508,0.000017175147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022032173,0.000119575525,0.0001328764,0.000650246,0.000017824439,5.6076027e-7,0.00020605026,0.000043956217,0.98159,0.00049256923,0.00008669913,0.01643934],"study_design_scores_gemma":[0.0010968961,0.00011767,0.004515704,0.00010977293,0.000058910045,2.0824386e-7,0.0004242538,0.0005074137,0.987165,0.0003675597,0.005304445,0.00033221833],"about_ca_topic_score_codex":0.00016575317,"about_ca_topic_score_gemma":0.00019125707,"teacher_disagreement_score":0.07123605,"about_ca_system_score_codex":0.00026695925,"about_ca_system_score_gemma":0.0001891734,"threshold_uncertainty_score":0.9999146},"labels":[],"label_agreement":null},{"id":"W752517787","doi":"","title":"THE EFFECTS OF LONG-TERM WATER TABLE MANIPULATIONS ON PEATLAND EVAPOTRANSPIRATION, SOIL PHYSICAL PROPERTIES, AND MOISTURE STRESS","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture; Office of Science; U.S. Fish and Wildlife Service; Michigan Technological University; U.S. Department of Energy","keywords":"Evapotranspiration; Peat; Environmental science; Water table; Term (time); Moisture; Water content; Moisture stress; Hydrology (agriculture); Soil science; Geotechnical engineering; Geography; Geology; Ecology; Meteorology; Groundwater","score_opus":0.011414209553284033,"score_gpt":0.17858649682553238,"score_spread":0.16717228727224834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W752517787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850616,0.00016352534,5.128917e-7,0.000049578564,0.00013664637,0.00038021198,0.00001970187,0.000026475187,0.0141617535],"genre_scores_gemma":[0.8386421,0.000081336744,0.0000011058111,0.000015855228,0.00008726867,0.0000040856708,0.00048762347,0.0000030207414,0.16067761],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991477,0.00007322655,0.00011364789,0.0002646561,0.00019416992,0.00020657583],"domain_scores_gemma":[0.99959534,0.000082178034,0.000083404346,0.00007250435,0.000102896665,0.0000636999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024910149,0.00021418888,0.0002001715,0.000015094978,0.00030718348,0.00008821268,0.00021673708,0.0001668635,0.00070491567],"category_scores_gemma":[0.0000059201757,0.00007435432,0.0000861114,0.00013949696,0.000060369293,0.00010308515,0.000031171578,0.0001782411,0.000008177707],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011592526,0.0007471477,0.06212452,0.0016535547,0.0005754005,0.00008637443,0.0036442105,0.00025607666,0.31466687,0.0015338319,0.000255634,0.6132971],"study_design_scores_gemma":[0.0019059966,0.0018738558,0.8197767,0.0013085826,0.00091502926,0.000006907757,0.0032235691,0.002538054,0.15583113,0.00023978663,0.010819584,0.0015608127],"about_ca_topic_score_codex":0.0005382248,"about_ca_topic_score_gemma":0.013298194,"teacher_disagreement_score":0.75765216,"about_ca_system_score_codex":0.000029833718,"about_ca_system_score_gemma":0.000009889846,"threshold_uncertainty_score":0.77183324},"labels":[],"label_agreement":null},{"id":"W752660129","doi":"","title":"Scepticism and Metaphilosophy","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Skepticism; Metaphilosophy; Epistemology; Philosophy","score_opus":0.0271534364486004,"score_gpt":0.2043476911660063,"score_spread":0.17719425471740588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W752660129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018358412,0.00035976234,0.000004007229,0.00032229803,0.00074983726,0.00018021073,0.000051541672,0.000109126224,0.99638736],"genre_scores_gemma":[0.0387343,0.00011146935,0.000031715437,0.00017202062,0.0009814056,9.168399e-7,0.0001852611,0.00004576545,0.9597371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886656,0.000052969866,0.00017457761,0.00044318393,0.00020219095,0.00026050155],"domain_scores_gemma":[0.9993857,0.00004702923,0.00014216598,0.0001981365,0.000086704866,0.00014023004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035122404,0.00034887847,0.00038363846,0.00020895367,0.00037674938,0.0001741133,0.0002529201,0.00020174816,0.21909358],"category_scores_gemma":[0.000006290154,0.00035350755,0.00018088402,0.00010820264,0.00020812685,0.0002820854,0.000059562044,0.00038073843,0.00027165882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016485907,0.00007387501,0.000008932705,0.00013216029,0.00018382093,0.00015318365,0.0046752742,5.1852976e-7,0.000010514767,0.84334606,0.0017549612,0.14949583],"study_design_scores_gemma":[0.00045504537,0.000077409626,0.00002679278,0.000100492485,0.00029520277,0.0000024493936,0.004657216,0.000008321383,0.00001667968,0.045262195,0.94869787,0.00040032185],"about_ca_topic_score_codex":0.000083777675,"about_ca_topic_score_gemma":0.0020111813,"teacher_disagreement_score":0.9469429,"about_ca_system_score_codex":0.000047410795,"about_ca_system_score_gemma":0.00002800512,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W753039143","doi":"","title":"DEVELOPMENT OF A DIGITAL PAIN MAPPING TOOL USING ICONOGRAPHY FOR THE ASSESSMENT OF SENSORY PAIN","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Arthritis Network; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Hospital for Sick Children; Arthritis Society","keywords":"Iconography; Sensory system; Medicine; Pain management; Pain assessment; Psychology; Cartography; Physical therapy; Neuroscience; Art; Geography; Visual arts","score_opus":0.03746549909904497,"score_gpt":0.2414014478533175,"score_spread":0.2039359487542725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W753039143","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04142371,0.0001395212,0.94701535,0.000004730009,0.00026669068,0.00035647527,0.000022785622,0.00020118838,0.010569577],"genre_scores_gemma":[0.24535134,0.00006345133,0.7359455,0.00001236579,0.000058719837,0.000013666165,0.00017648916,0.00011952653,0.018258885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918234,0.00007259566,0.00027891254,0.0001688287,0.00009592604,0.0002013774],"domain_scores_gemma":[0.9990208,0.00053477334,0.00014819781,0.00021377139,0.00006315327,0.000019316354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072411465,0.00022678093,0.00035294917,0.00027382784,0.00006835902,0.000012661378,0.00031095586,0.0002930703,0.00018622709],"category_scores_gemma":[0.0000897629,0.0002194394,0.00015975634,0.00026602435,0.000047299927,0.00007363394,0.00003763617,0.00021488548,2.5408465e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032121177,0.000021675227,0.00070826814,0.0023883132,0.00074360473,0.000002956624,0.000782999,0.023331717,0.010809653,0.0011027546,0.00006599645,0.96000993],"study_design_scores_gemma":[0.002005044,0.00024597518,0.0053078616,0.0025185759,0.0006881454,0.0000037030889,0.043285105,0.29780847,0.02996725,0.0005633628,0.6155598,0.0020467083],"about_ca_topic_score_codex":0.0000023399325,"about_ca_topic_score_gemma":0.000018955747,"teacher_disagreement_score":0.9579632,"about_ca_system_score_codex":0.000071897244,"about_ca_system_score_gemma":0.000054265172,"threshold_uncertainty_score":0.8948479},"labels":[],"label_agreement":null},{"id":"W753112027","doi":"","title":"Agenda and Materials: Graduate Council March 2014","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Political science; Public relations; Engineering ethics; Public administration; Business; Engineering","score_opus":0.07612414825330162,"score_gpt":0.2066853484735635,"score_spread":0.1305612002202619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W753112027","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03769464,0.00005893829,0.00019669971,0.0010097327,0.00038080616,0.0000813453,0.000044719287,0.00013310678,0.9604],"genre_scores_gemma":[0.34357792,0.000032901233,0.00012167431,0.00047658588,0.0006696735,3.9698685e-7,0.0000111847785,0.000019941532,0.65508974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989385,0.0001316851,0.00012551938,0.00026634368,0.00026172897,0.00027620659],"domain_scores_gemma":[0.9994892,0.00008366333,0.00007515887,0.00013474464,0.00013143901,0.00008580863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047574705,0.00015065339,0.00017538543,0.00005651033,0.0003605231,0.0003863757,0.00023974525,0.000071122675,0.07153285],"category_scores_gemma":[0.00003974485,0.0001492538,0.00003459931,0.00004029408,0.00020184756,0.0005097575,0.0001538792,0.00019759743,0.00017483403],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001336992,0.00004281627,0.00042961776,0.00022714947,0.000085500455,0.000044262484,0.027975721,0.000005351051,0.00042326466,0.4084536,0.29336503,0.268814],"study_design_scores_gemma":[0.00041328112,0.000037869206,0.00011090429,0.00003600766,0.000028550616,0.00000440757,0.006056163,0.0000643073,0.00004235031,0.0006885624,0.99232095,0.0001966693],"about_ca_topic_score_codex":0.001000224,"about_ca_topic_score_gemma":0.0006102889,"teacher_disagreement_score":0.6989559,"about_ca_system_score_codex":0.00007556535,"about_ca_system_score_gemma":0.000043179094,"threshold_uncertainty_score":0.92931587},"labels":[],"label_agreement":null},{"id":"W754140719","doi":"","title":"\"The Mother is a School\": Muslim Mothers and Their Religio-Educative Roles","year":2014,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Islam; Feeling; Metaphor; Sociology; Ethnography; Context (archaeology); Poetry; Ideology; Gender studies; Repentance; Psychology; Aesthetics; Social psychology; Pedagogy; Literature; Politics; Theology; Art; History; Political science; Law; Philosophy","score_opus":0.012728124130708169,"score_gpt":0.23413616162119658,"score_spread":0.2214080374904884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W754140719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051185247,0.0002807138,0.00017643932,0.01369592,0.00021769266,0.0001548646,0.00000276002,0.000056711317,0.9342297],"genre_scores_gemma":[0.39019138,0.0006934902,0.00009087309,0.0012621594,0.000153509,0.0000011867351,3.0549185e-7,0.000011518644,0.60759556],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990719,0.000248702,0.0000791982,0.00022167398,0.000117822274,0.00026068997],"domain_scores_gemma":[0.9993341,0.00024754665,0.00007121822,0.00015789701,0.00007659192,0.00011267239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025818765,0.00012059684,0.00011559325,0.00004832625,0.0009885594,0.00010422915,0.00028060924,0.00006127845,0.010798932],"category_scores_gemma":[0.00010137568,0.000091934075,0.00005252372,0.00029373198,0.000521423,0.00014493288,0.000071157265,0.00010354625,0.00009373544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003670774,0.00005697206,0.015835196,0.000009731009,0.00014636485,7.4451947e-7,0.40172818,0.0000018691018,0.000038957623,0.054673273,0.05277075,0.47470126],"study_design_scores_gemma":[0.00014928206,0.000015565038,0.0016127728,0.0000114080485,0.0000085303,1.8328572e-7,0.3037731,0.000013773304,0.000017571152,0.0015786982,0.69273144,0.000087656605],"about_ca_topic_score_codex":0.0009903766,"about_ca_topic_score_gemma":0.0023485117,"teacher_disagreement_score":0.6399607,"about_ca_system_score_codex":0.000103594786,"about_ca_system_score_gemma":0.00010545898,"threshold_uncertainty_score":0.99010533},"labels":[],"label_agreement":null},{"id":"W755053541","doi":"","title":"AN ECONOMIC EVALUATION OF ALTERNATIVE TESTTREAT STRATEGIES TO DIRECT HER2 TARGETED BREAST CANCER TREATMENT BASED ON CANADIAN PRACTICE PATTERNS","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; National Cancer Institute; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Breast cancer; Medicine; Oncology; Cancer; Internal medicine","score_opus":0.024212911907418307,"score_gpt":0.2552065061883344,"score_spread":0.2309935942809161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W755053541","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13285519,0.00020353033,0.00016007932,0.00039353772,0.0010785044,0.00091718213,0.0060663293,0.0000339937,0.8582917],"genre_scores_gemma":[0.9679728,0.00017211822,0.000092277354,0.0002560905,0.00024624832,0.000026576636,0.0006275607,0.000077360775,0.03052894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807465,0.00010463966,0.00048230722,0.00081591017,0.00009009913,0.00043242183],"domain_scores_gemma":[0.99802005,0.00007757007,0.0008312613,0.00047995293,0.00022936874,0.00036177237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033019972,0.000464069,0.0007753887,0.00072288234,0.00013156857,0.0001346967,0.00041015883,0.00029693887,0.040367663],"category_scores_gemma":[0.00002558746,0.0005754093,0.00018657796,0.00019039788,0.00003025456,0.0007553566,0.000012181119,0.00016175774,0.00023525656],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026391111,0.00072588254,0.05440587,0.00022256101,0.0014262458,0.00004599548,0.0048071435,0.25786477,0.000024530646,0.020517189,0.0011356174,0.6561851],"study_design_scores_gemma":[0.008142566,0.0032850422,0.27791867,0.00081243564,0.0012273585,0.0000041091043,0.011433339,0.07316979,0.0008590243,0.0012308563,0.61849356,0.0034232554],"about_ca_topic_score_codex":0.4771546,"about_ca_topic_score_gemma":0.6240442,"teacher_disagreement_score":0.83511764,"about_ca_system_score_codex":0.0043676086,"about_ca_system_score_gemma":0.0012482217,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W757040180","doi":"","title":"Registered Nurses’ Experiences of Patient Violence on Acute Care Psychiatric Inpatient Units","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Inpatient care; Medicine; Psychiatry; Acute care; Medical emergency; Health care; Political science","score_opus":0.0218148461512584,"score_gpt":0.3010994308994691,"score_spread":0.2792845847482107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W757040180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6445032,0.00027866408,0.00001791816,0.000014233627,0.0048127626,0.00045267545,0.00006085549,0.000055332923,0.3498044],"genre_scores_gemma":[0.8718819,0.000079363555,0.00011389875,0.00009753167,0.000104017214,0.00001092004,0.00029451432,0.000058525457,0.12735935],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99696493,0.00041900546,0.0005870191,0.00092792633,0.00060294895,0.0004981465],"domain_scores_gemma":[0.9974217,0.00013424,0.00088058243,0.0008689359,0.0004591706,0.00023538504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000070343085,0.00048948097,0.0006179274,0.0005780186,0.00020667633,0.000027450522,0.00078540726,0.00067908556,0.016350104],"category_scores_gemma":[0.00004058453,0.00047412145,0.00021131127,0.0010946814,0.00011481416,0.00006694964,0.000056221466,0.00056356075,0.00016500175],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012683987,0.00017681583,0.00014988749,0.00022146116,0.00015334712,0.00060988724,0.119229406,0.000017019274,0.0000057432258,0.00054334546,0.00056109746,0.8770636],"study_design_scores_gemma":[0.0013441942,0.0025919173,0.002061605,0.0023489434,0.0002281054,0.000029099685,0.7907214,0.0000060341335,0.0001828945,0.00007786511,0.1996195,0.0007884397],"about_ca_topic_score_codex":0.00035542727,"about_ca_topic_score_gemma":0.00033316677,"teacher_disagreement_score":0.8762752,"about_ca_system_score_codex":0.0001851691,"about_ca_system_score_gemma":0.0002499678,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W757472081","doi":"","title":"Interface and Energy Efficiency of Organic Photovoltaics","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chalcogenide Semiconductor Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Photovoltaics; Interface (matter); Organic solar cell; Architectural engineering; Engineering physics; Energy (signal processing); Efficient energy use; Environmental science; Computer science; Engineering; Photovoltaic system; Electrical engineering; Physics; Chemical engineering","score_opus":0.0075282600305715,"score_gpt":0.17922278444687031,"score_spread":0.17169452441629882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W757472081","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58829594,0.0015019417,0.000391247,0.0000018499138,0.0008713832,0.0001307598,0.000025899364,0.00021232026,0.40856868],"genre_scores_gemma":[0.3776776,0.00035669364,0.00016734432,0.000006009959,0.000035384604,7.1378525e-7,0.00008206796,0.00009738725,0.6215768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907595,0.000022483957,0.00021231356,0.00029522608,0.00015355163,0.00024047292],"domain_scores_gemma":[0.99943966,0.000030911604,0.00010453377,0.00024574363,0.00008195178,0.000097225035],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024873172,0.00032497957,0.0003591748,0.00020766939,0.00003591258,0.00002635216,0.0003409336,0.00033812132,0.038759075],"category_scores_gemma":[0.00000713092,0.00039080967,0.0000822805,0.0003683662,0.000044954355,0.00016243379,0.00007205189,0.00025738718,0.00003567916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046853012,0.000038320475,0.00012358023,0.00090476166,0.00028649354,0.00003060773,0.0023849248,0.00021998522,0.92384,0.00043363648,0.0018150719,0.06987577],"study_design_scores_gemma":[0.0010380029,0.00012014869,0.0001537284,0.0004971011,0.000305701,0.000016448146,0.009592823,0.0038249833,0.7304306,0.00008818743,0.2527712,0.0011610808],"about_ca_topic_score_codex":0.00015146741,"about_ca_topic_score_gemma":0.0006252353,"teacher_disagreement_score":0.25095612,"about_ca_system_score_codex":0.00011622341,"about_ca_system_score_gemma":0.000033917768,"threshold_uncertainty_score":0.9998544},"labels":[],"label_agreement":null},{"id":"W757820747","doi":"","title":"Producing and Promoting Policy Ideas: A Study of Think Tanks in Canada","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Think tanks; Political science; Public administration; Engineering; Law; Politics","score_opus":0.013294776649736138,"score_gpt":0.2034839660096887,"score_spread":0.19018918935995258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W757820747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7988086,0.00003308539,3.0650963e-7,0.000045432633,0.000104419734,0.00044918805,0.000002273815,0.00002014442,0.20053658],"genre_scores_gemma":[0.95183635,0.0000042749884,0.000008057572,0.000108109234,0.0001516432,0.0000022507602,0.000025148522,0.000021700167,0.047842488],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875647,0.000020255944,0.00027886144,0.00038814763,0.00022868178,0.0003276096],"domain_scores_gemma":[0.9992893,0.00001928607,0.00033166146,0.00017946436,0.00015712401,0.000023180457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007027995,0.00025266295,0.0003543871,0.00035177325,0.0000865229,0.00013495723,0.0002725935,0.00009132377,0.0019989498],"category_scores_gemma":[0.00003991392,0.0002616269,0.00002867555,0.00079438137,0.000026539075,0.0008989671,0.00011505419,0.00025197092,0.000008890341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006394069,0.0010967824,0.43083137,0.011726093,0.0006179239,0.0013099699,0.02768049,0.00041500127,0.0012332207,0.06595222,0.0011731944,0.45732433],"study_design_scores_gemma":[0.002857297,0.00013966156,0.51639175,0.0018605264,0.00038189243,0.0000028261952,0.45899072,0.0009997262,0.00014795052,0.007954523,0.008725382,0.0015477206],"about_ca_topic_score_codex":0.9707579,"about_ca_topic_score_gemma":0.96928626,"teacher_disagreement_score":0.4557766,"about_ca_system_score_codex":0.00019640278,"about_ca_system_score_gemma":0.00063225307,"threshold_uncertainty_score":0.9999836},"labels":[],"label_agreement":null},{"id":"W759681074","doi":"","title":"Fuzzy systems modeling of ease of doing business indicators","year":2008,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Fuzzy logic; Business; Process management; Artificial intelligence","score_opus":0.014481221638619517,"score_gpt":0.18252578839039532,"score_spread":0.16804456675177581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W759681074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3383303,0.00007884354,0.013102311,0.00004316663,0.00039509966,0.00027670636,0.000009123571,0.000092587674,0.6476719],"genre_scores_gemma":[0.98842406,0.0000111336885,0.00021158469,0.0000347806,0.00015234693,7.0699207e-7,0.000008313094,0.000018747578,0.011138341],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904853,0.000016431164,0.00028465805,0.00021462345,0.00026633838,0.00016939169],"domain_scores_gemma":[0.9990473,0.000024242245,0.00036026415,0.00021370921,0.00033726363,0.000017220877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077537,0.0001475739,0.00026141203,0.00056709925,0.00012528109,0.00003607678,0.00031200555,0.000066062064,0.0028337447],"category_scores_gemma":[0.000027360657,0.00016319219,0.00006421326,0.0022565695,0.00008849922,0.00093555375,0.000221668,0.00007306733,0.000025552767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006658495,0.0005271111,0.40167806,0.0029707833,0.00030320778,0.00028819195,0.00083492784,0.5125965,0.0017166465,0.049132172,0.0021836024,0.027102932],"study_design_scores_gemma":[0.007159458,0.000061005336,0.009750188,0.0015389732,0.00059749326,0.000022127775,0.017494397,0.14940597,0.000495949,0.00030871728,0.81137365,0.0017920621],"about_ca_topic_score_codex":0.00078129245,"about_ca_topic_score_gemma":0.000047841626,"teacher_disagreement_score":0.80919003,"about_ca_system_score_codex":0.000043389417,"about_ca_system_score_gemma":0.00006007627,"threshold_uncertainty_score":0.9980778},"labels":[],"label_agreement":null},{"id":"W761468145","doi":"","title":"ON THE STABILIZATION OF NONLINEAR CONTROL SYSTEMS SUBJECT TO STOCHASTIC DISTURBANCES AND INPUT CONSTRAINTS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Data Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nonlinear system; Control theory (sociology); Subject (documents); Control (management); Control engineering; Computer science; Mathematics; Engineering; Artificial intelligence; Physics; Library science","score_opus":0.010888632486916036,"score_gpt":0.21767024766218807,"score_spread":0.20678161517527202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W761468145","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13009368,0.0024454826,0.6005263,0.00007333195,0.0017520988,0.0045652143,0.0025961522,0.0015401148,0.25640765],"genre_scores_gemma":[0.98842126,0.000032407672,0.00093258993,0.000018319557,0.000047026624,0.000007811541,0.00029101645,0.00006692676,0.010182622],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991605,0.00004746299,0.00018442962,0.00023954411,0.00020743352,0.00016058808],"domain_scores_gemma":[0.99928725,0.00014213267,0.00011828489,0.00022432795,0.0001542508,0.00007374227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009835013,0.00024239562,0.0003215885,0.0001348904,0.00005527526,0.00004120749,0.0002644059,0.00015000704,0.00044456735],"category_scores_gemma":[0.0000809141,0.00021329822,0.000029120933,0.00028709686,0.000083030194,0.00014593905,0.000025840915,0.0001969269,0.000005256124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025043085,0.00022868805,0.00049338397,0.0058657294,0.001010981,0.00008527415,0.007843624,0.35411972,0.005145209,0.024320563,0.00833481,0.5900477],"study_design_scores_gemma":[0.01536709,0.004210939,0.0018744257,0.02567152,0.002680524,0.00006266871,0.096573025,0.4580664,0.014695061,0.009516457,0.3609056,0.010376301],"about_ca_topic_score_codex":0.000021590507,"about_ca_topic_score_gemma":0.00014394519,"teacher_disagreement_score":0.8583276,"about_ca_system_score_codex":0.00012563153,"about_ca_system_score_gemma":0.000053914646,"threshold_uncertainty_score":0.8698049},"labels":[],"label_agreement":null},{"id":"W762448056","doi":"","title":"Methods for Estimating Reference Intervals","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Statistics; Computer science; Environmental science; Mathematics","score_opus":0.25616495828151326,"score_gpt":0.4315059446597404,"score_spread":0.17534098637822715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W762448056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006394861,0.00004672588,0.4357442,0.000074017895,0.0030921884,0.0005695781,0.000017489614,0.000062515835,0.55975384],"genre_scores_gemma":[0.0015317231,0.0000015020282,0.20099622,0.00005768956,0.00016007833,0.0000057429666,0.00026896351,0.000026152291,0.79695195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955034,0.00095189497,0.00072220556,0.0011214509,0.0013106565,0.00039037887],"domain_scores_gemma":[0.9949478,0.0017732362,0.00096807006,0.00070066313,0.0014523492,0.00015787594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075082104,0.00035129028,0.0006098657,0.00059161725,0.00038779777,0.0005296319,0.0016547112,0.00034233587,0.09753612],"category_scores_gemma":[0.0041681034,0.00031494317,0.00032663433,0.0010196039,0.000057242436,0.00039358126,0.00010617181,0.00026526584,0.0003646482],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018272841,0.00001894403,0.000053482632,0.000051764913,0.000039264985,9.638483e-7,0.00061502645,0.00020235336,0.00079879304,0.001807934,0.00992775,0.986301],"study_design_scores_gemma":[0.00075611775,0.000111095724,0.0002370863,0.00020157486,0.0001794763,6.663336e-7,0.0044131973,0.06136987,0.0009864315,0.011721901,0.91957486,0.00044771674],"about_ca_topic_score_codex":0.0000395443,"about_ca_topic_score_gemma":0.00070296915,"teacher_disagreement_score":0.98585325,"about_ca_system_score_codex":0.00017842592,"about_ca_system_score_gemma":0.00021517233,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W762497818","doi":"","title":"Advancements in the Field of Cardiovascular Disease Pharmacogenetics","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Cisco Systems; Sanofi; Eli Lilly Canada; GlaxoSmithKline; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Pharmacogenetics; Field (mathematics); Disease; Medicine; Data science; Intensive care medicine; Computer science; Internal medicine; Biology; Genetics; Genotype; Mathematics","score_opus":0.059891983149146094,"score_gpt":0.3694268530251954,"score_spread":0.3095348698760493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W762497818","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2141857,0.039403178,0.00008400906,0.00026823345,0.004164394,0.0017187871,0.00043144418,0.000054557157,0.7396897],"genre_scores_gemma":[0.6263512,0.02159438,0.00025273507,0.0029927809,0.0008809248,0.000038282582,0.00096291024,0.00016586235,0.34676093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973606,0.00077969756,0.00038732676,0.00048025322,0.00054043264,0.00045170792],"domain_scores_gemma":[0.9986308,0.00020406282,0.00024395142,0.00043472077,0.00020078692,0.000285672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005901155,0.00040682268,0.0005393657,0.0002543246,0.00010826456,0.000016670232,0.0010312477,0.0003724551,0.022308609],"category_scores_gemma":[0.000051502397,0.0003837861,0.00041164082,0.000645286,0.000079804966,0.00009789309,0.00011201979,0.0009270367,0.000050509894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025470075,0.0006365216,0.0022659716,0.00047416077,0.0018418595,0.00065865985,0.00233242,0.00988937,0.0013009924,0.00032327886,0.008368057,0.9693617],"study_design_scores_gemma":[0.0028315762,0.000059941613,0.0004967621,0.000050559418,0.002246394,0.0000015073348,0.0015108135,0.0004617712,0.0038869428,0.00025627564,0.98781985,0.0003776201],"about_ca_topic_score_codex":0.00007805666,"about_ca_topic_score_gemma":0.000065857595,"teacher_disagreement_score":0.9794518,"about_ca_system_score_codex":0.00007606327,"about_ca_system_score_gemma":0.0002739887,"threshold_uncertainty_score":0.9998614},"labels":[],"label_agreement":null},{"id":"W764317961","doi":"","title":"A High-Throughput Screening Campaign To Discover Novel Inhibitors Of Human L-glutamine: D-fructose-6-phosphate Amidotransferase 1","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glutamine amidotransferase; Glutamine; Fructose; High-throughput screening; Biochemistry; Chemistry; Pharmacology; Medicine; Amino acid","score_opus":0.008579388821700902,"score_gpt":0.21420872463326032,"score_spread":0.20562933581155943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W764317961","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96300095,0.00050473266,0.0060881567,0.00002476134,0.00073151116,0.000758044,0.00029265147,0.000036647583,0.02856255],"genre_scores_gemma":[0.45493233,0.00013435776,0.0026950354,0.00013198578,0.0004226317,0.000007307442,0.002035056,0.00012522485,0.5395161],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978892,0.000056352146,0.00041691193,0.000832347,0.00030864103,0.00049652206],"domain_scores_gemma":[0.99871856,0.000010012293,0.00026973747,0.0005446542,0.00020615882,0.000250875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000074368036,0.00057257974,0.0006055553,0.00018963777,0.00015503894,0.0000490198,0.00056171196,0.0005533764,0.0057780007],"category_scores_gemma":[0.00001531104,0.000616424,0.00032329402,0.00037521598,0.000087275315,0.000032384585,0.00018076778,0.00026956515,0.000025918936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047780754,0.00017917703,0.00049357396,0.00026488517,0.00039093537,0.000023423563,0.0007098143,0.00035526077,0.94641006,0.0012568977,0.0026552689,0.0467829],"study_design_scores_gemma":[0.0027707526,0.0005687626,0.0050128857,0.00034704423,0.00040489194,0.0000046113064,0.0039936034,0.000010964919,0.6806949,0.000016148828,0.30497164,0.0012038365],"about_ca_topic_score_codex":0.0012554876,"about_ca_topic_score_gemma":0.001023238,"teacher_disagreement_score":0.51095355,"about_ca_system_score_codex":0.000041375315,"about_ca_system_score_gemma":0.00011550805,"threshold_uncertainty_score":0.9996287},"labels":[],"label_agreement":null},{"id":"W765128836","doi":"","title":"Tailoring Cellulose Nanocrystal, Polymer and Surfactant Interactions for Gels, Emulsions, and Foams","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Nanocrystal; Pulmonary surfactant; Polymer; Materials science; Cellulose; Polymer science; Chemical engineering; Nanotechnology; Polymer chemistry; Composite material; Engineering","score_opus":0.027312287129080216,"score_gpt":0.2730362360672348,"score_spread":0.2457239489381546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765128836","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85332006,0.008690261,0.0008960973,0.00017740572,0.0014632402,0.0015157823,0.0004694227,0.00022154511,0.13324618],"genre_scores_gemma":[0.123385765,0.0008513472,0.0020862469,0.000015030416,0.000120453326,0.0000126107125,0.00019012018,0.000076259814,0.87326217],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818903,0.00008893046,0.00023314884,0.0006893595,0.0003007083,0.00049883523],"domain_scores_gemma":[0.9988401,0.00020690555,0.00021263395,0.00023062571,0.00024033744,0.00026939742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012780837,0.0003765396,0.00044594755,0.00020495216,0.00042583083,0.00013926101,0.00024403915,0.00015951681,0.0054743523],"category_scores_gemma":[0.000066942026,0.00038106373,0.00007941759,0.00021204707,0.00014819534,0.000560913,0.00028028066,0.0002573312,0.000025219006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011585699,0.00011530422,0.00019991805,0.0009187893,0.00017042678,0.00012564557,0.0029470483,0.000011335629,0.84583515,0.0011867097,0.0021401017,0.14519103],"study_design_scores_gemma":[0.0025495628,0.00039729627,0.00021470839,0.0006517253,0.0003717761,0.000020942593,0.039630655,0.00018180216,0.23095976,0.0009126627,0.7228361,0.001273013],"about_ca_topic_score_codex":0.00019813128,"about_ca_topic_score_gemma":0.00095908693,"teacher_disagreement_score":0.740016,"about_ca_system_score_codex":0.00021950994,"about_ca_system_score_gemma":0.00011728244,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W765170084","doi":"","title":"“SERVE YOURSELF AND YOUR COUNTRY”: THE WARTIME AND HOMECOMING EXPERIENCES OF AMERICAN FEMALE MILITARY NURSES WHO SERVED IN THE VIETNAM WAR","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bureau of Medicine and Surgery; North Carolina Pork Council; McMaster University; U.S. Commission of Fine Arts; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Homecoming; Vietnam War; Political science; Medicine; Economic history; Gender studies; History; Sociology; Law; Art history","score_opus":0.018164251342228276,"score_gpt":0.2725107358997861,"score_spread":0.2543464845575578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765170084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9213875,0.0019037765,0.0000014605264,0.00053764915,0.00033509318,0.00037072296,0.000011789713,0.000013712987,0.07543828],"genre_scores_gemma":[0.9191446,0.00082131784,0.000041548723,0.00012585505,0.00009163673,0.000007695365,0.00005353677,0.000010519958,0.079703316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986001,0.00045400622,0.00018728305,0.00024434348,0.00026825003,0.00024600272],"domain_scores_gemma":[0.9993429,0.00016099766,0.00016873614,0.00016728255,0.00008747878,0.00007260444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037707735,0.00017770407,0.00024838967,0.000097382515,0.00045929488,0.000028799412,0.00037828062,0.000115892675,0.0031549775],"category_scores_gemma":[0.000045925157,0.00013014878,0.00005564358,0.00053296605,0.0005225008,0.00038422167,0.000024335031,0.00021421889,0.000002688342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000637988,0.00005794682,0.015615196,0.000045594017,0.000024735655,0.000002016333,0.94515574,0.0000017200869,0.000021215888,0.0008702975,0.00032010852,0.03782162],"study_design_scores_gemma":[0.00013888536,0.000046774825,0.04310596,0.00007889907,0.000058939364,6.658523e-7,0.8928349,0.000018075665,0.000024445526,0.00002297246,0.06353297,0.0001365146],"about_ca_topic_score_codex":0.020323038,"about_ca_topic_score_gemma":0.1497032,"teacher_disagreement_score":0.12938017,"about_ca_system_score_codex":0.00006561325,"about_ca_system_score_gemma":0.00013700355,"threshold_uncertainty_score":0.9977563},"labels":[],"label_agreement":null},{"id":"W765491274","doi":"","title":"Shellfish Harvest on the Coast of British Columbia: The Archaeology of Settlement and Subsistence through High-resolution Stable Isotope Analysis and Sclerochronology","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; University of Toronto; Social Sciences and Humanities Research Council of Canada; University of Washington; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; McMaster University; Smithsonian Institution","keywords":"Subsistence agriculture; Settlement (finance); Archaeology; Shellfish; Geography; Fishery; Oceanography; Geology; Agriculture; Fish <Actinopterygii>; Biology; Aquatic animal","score_opus":0.009178470222089109,"score_gpt":0.16337353351693187,"score_spread":0.15419506329484275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765491274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871983,0.000806359,0.000043737244,0.00014708044,0.00006958086,0.0002652993,0.0004320068,0.000005426843,0.011032236],"genre_scores_gemma":[0.91990626,0.0019058088,0.000116261755,0.00008298067,0.000011857076,9.5144736e-7,0.00027022563,0.0000032268042,0.0777024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897367,0.00017664698,0.00018016653,0.0003132595,0.00014268982,0.00021357674],"domain_scores_gemma":[0.99935055,0.00019874681,0.00024014307,0.00014921346,0.000028852586,0.000032511387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010814799,0.00012605691,0.00032854703,0.000041212617,0.00028429882,0.000014605002,0.0002473362,0.00012674094,0.0225259],"category_scores_gemma":[0.00000820486,0.00011758941,0.00006260031,0.00026926099,0.0013291262,0.00010933511,0.00010144456,0.00018246078,0.0000066351436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008125826,0.000027651951,0.9585534,0.00006898706,0.0005560835,0.000009345636,0.0014251478,0.00039150874,0.000020812366,0.00024560053,0.00035426015,0.038265955],"study_design_scores_gemma":[0.00022893708,0.00021785269,0.98274887,0.00004448152,0.00034201622,0.0000024914555,0.010819399,0.00012576391,0.00003243626,0.0002225107,0.005103493,0.000111777925],"about_ca_topic_score_codex":0.09836143,"about_ca_topic_score_gemma":0.8099694,"teacher_disagreement_score":0.711608,"about_ca_system_score_codex":0.000008714019,"about_ca_system_score_gemma":0.00001670561,"threshold_uncertainty_score":0.9783676},"labels":[],"label_agreement":null},{"id":"W765509721","doi":"","title":"ISSUES REGARDING COMPLEX COMMUNITY-BASED CARDIOVASCULAR HEALTH INTERVENTIONS","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Cardiovascular health; Medicine; Data science; Psychology; Computer science; Nursing; Disease; Pathology","score_opus":0.07373748190246496,"score_gpt":0.3027368916365325,"score_spread":0.22899940973406754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765509721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038172803,0.0011777,0.00070635154,0.009541052,0.0013771101,0.0010437636,0.00004181175,0.00043864184,0.9818563],"genre_scores_gemma":[0.020267125,0.00032559026,0.0013686665,0.040472228,0.0022289194,0.000023657125,0.009910792,0.00023506505,0.925168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750346,0.000418907,0.0005777142,0.0004265287,0.0002927849,0.0007806044],"domain_scores_gemma":[0.9981668,0.00008036835,0.00065940444,0.00068573223,0.000340599,0.00006709809],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009503999,0.00044437984,0.0011055301,0.0005672403,0.001059006,0.00026320032,0.0008722447,0.0003368948,0.038873386],"category_scores_gemma":[0.00009861763,0.00048729268,0.0009920466,0.0008091517,0.00008269744,0.00067379215,0.00025645038,0.00085785775,0.00094382337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007054284,0.00017209823,0.0004126061,0.008786416,0.00059984706,0.00001796013,0.00017755199,0.0012381657,0.000003583896,0.025109394,0.8684847,0.09492714],"study_design_scores_gemma":[0.000717515,0.00003278227,0.0012160379,0.0006733704,0.00018838629,8.3529943e-7,0.0049041254,0.001124981,4.7588787e-7,0.00024850838,0.99050426,0.00038872438],"about_ca_topic_score_codex":0.10610266,"about_ca_topic_score_gemma":0.0062345024,"teacher_disagreement_score":0.12201956,"about_ca_system_score_codex":0.00029634187,"about_ca_system_score_gemma":0.00011771763,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W765644468","doi":"","title":"INFLUENCE OF THE SURFACE FILM STABILITY ON THE CORROSION RESISTANCE OF Mg IN AQUEOUS SOLUTIONS","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Aqueous solution; Materials science; Resistance (ecology); Stability (learning theory); Composite material; Metallurgy; Chemical engineering; Chemistry; Engineering; Computer science; Physical chemistry","score_opus":0.01590778116174407,"score_gpt":0.19480225754447045,"score_spread":0.17889447638272638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765644468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9312501,0.0001031943,0.000013107729,0.00025001864,0.00008520894,0.0006306918,0.00009044857,0.000015038326,0.067562215],"genre_scores_gemma":[0.8376893,0.000022875587,0.00007236118,0.000023901708,0.000005093732,0.000004956081,0.000008654994,0.000010906846,0.16216196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986441,0.00021932463,0.0003131662,0.00032301998,0.00028332902,0.00021703524],"domain_scores_gemma":[0.99850523,0.00016297238,0.0004174977,0.00066357804,0.0002175709,0.000033153457],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020173175,0.00018063166,0.00024653834,0.00003671752,0.00020603558,0.000022027809,0.000876037,0.00014253713,0.016935235],"category_scores_gemma":[0.000065138716,0.00011984072,0.00009231797,0.00050155225,0.00022254103,0.000120658784,0.00014965511,0.00022314429,0.000035684872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031189618,0.00018222525,0.0008436774,0.0004582109,0.000005327294,0.0000012156437,0.0017913777,0.0063987155,0.9787248,0.009610934,0.0006379123,0.0010337476],"study_design_scores_gemma":[0.0008977115,0.00015975101,0.051696908,0.0015659891,0.00015026948,8.660796e-7,0.018806072,0.0008511886,0.8785821,0.0011739914,0.04534755,0.0007675976],"about_ca_topic_score_codex":0.0013659095,"about_ca_topic_score_gemma":0.0068421867,"teacher_disagreement_score":0.10014265,"about_ca_system_score_codex":0.00010759829,"about_ca_system_score_gemma":0.00014430276,"threshold_uncertainty_score":0.98396343},"labels":[],"label_agreement":null},{"id":"W765740793","doi":"","title":"The Invisible Companion: A Critical Study of Joan Lavis MacDonald","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art history; Art","score_opus":0.02546082733742541,"score_gpt":0.2322334134332373,"score_spread":0.2067725860958119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W765740793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04292736,0.0001968754,0.000004378241,0.00010661588,0.0015335132,0.00026664004,0.00003165215,0.00004314143,0.95488983],"genre_scores_gemma":[0.2731944,0.000013434243,0.0000063930347,0.000044323013,0.00024405171,0.0000014977174,0.00006488501,0.000018560762,0.7264125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866027,0.00019386936,0.0002559956,0.00028236868,0.00042402252,0.00018349611],"domain_scores_gemma":[0.99886346,0.0002657322,0.00019742805,0.00023641481,0.0003712101,0.00006577621],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015202204,0.00020422622,0.0002916635,0.0001550212,0.0008594587,0.00015401431,0.00050697307,0.00009593514,0.07562244],"category_scores_gemma":[0.000039352817,0.00018567767,0.000138387,0.00011092642,0.00021628888,0.00022498058,0.00006134089,0.00028920895,0.000104783736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064420525,0.0010617548,0.0010255855,0.00038581292,0.00046200576,0.00006906092,0.026373046,0.000011579206,0.000016653115,0.8537608,0.0833671,0.032822423],"study_design_scores_gemma":[0.0005141234,0.00019859684,0.0011348616,0.00006321684,0.00019130479,6.409984e-7,0.031188466,0.0000128441425,0.000012762602,0.00062322774,0.96585524,0.00020473395],"about_ca_topic_score_codex":0.00095740723,"about_ca_topic_score_gemma":0.07202504,"teacher_disagreement_score":0.88248813,"about_ca_system_score_codex":0.00007766511,"about_ca_system_score_gemma":0.00006370333,"threshold_uncertainty_score":0.9449081},"labels":[],"label_agreement":null},{"id":"W767250666","doi":"","title":"Particle subgrid scale modeling in large-eddy simulation of particle-laden turbulence","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Large eddy simulation; Particle (ecology); Statistical physics; Scale (ratio); Physics; Turbulence modeling; Mechanics; Environmental science; Geology","score_opus":0.014103834983867249,"score_gpt":0.21060791900473558,"score_spread":0.19650408402086833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W767250666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97657156,0.0002091752,0.0049119075,0.0000042671104,0.00035956717,0.00029024153,0.000022686712,0.000140385,0.017490214],"genre_scores_gemma":[0.9730922,0.000048141097,0.00032955263,0.0000046075775,0.000044232238,0.0000030197375,0.000055031243,0.000052516385,0.026370678],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863493,0.000051317773,0.00035787217,0.0002997915,0.00023154457,0.00042455614],"domain_scores_gemma":[0.9993885,0.000049830327,0.00007275194,0.0002949846,0.00009365384,0.000100292695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009568314,0.00025384978,0.00032195065,0.000109239685,0.000043863784,0.000030086905,0.00030601237,0.0002495802,0.00467906],"category_scores_gemma":[0.000016147036,0.00032412366,0.00008651338,0.0005316417,0.000022441967,0.00041345836,0.000048927304,0.00029651306,0.0000913486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054398814,0.000054664983,0.0031368062,0.00018488496,0.000033478456,0.000011690639,0.0012768967,0.97961813,0.0032396046,0.00019827863,0.00001185999,0.012179331],"study_design_scores_gemma":[0.0006595976,0.000019064462,0.00077583827,0.00016777936,0.000050469273,3.2635407e-7,0.0017449519,0.99322116,0.0026318887,0.00005015603,0.00037351396,0.00030526012],"about_ca_topic_score_codex":0.00008402306,"about_ca_topic_score_gemma":0.0011210734,"teacher_disagreement_score":0.013603049,"about_ca_system_score_codex":0.00019642986,"about_ca_system_score_gemma":0.000026942627,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W768113253","doi":"","title":"RENAL FUNCTION IN PATIENTS UNDERGOING SURGERY","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology; Heart and Stroke Foundation of Canada","keywords":"Medicine; Renal function; Acute kidney injury; Cardiac surgery; Troponin; Randomized controlled trial; Kidney; Surgery; Cardiology; Internal medicine; Myocardial infarction","score_opus":0.010146599283314921,"score_gpt":0.19778737009816724,"score_spread":0.1876407708148523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W768113253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22985092,0.000056073874,0.00003968214,0.00005513888,0.00055199844,0.00028272404,0.0000026405653,0.00006379783,0.76909703],"genre_scores_gemma":[0.16739263,0.00006599419,0.00003608051,0.00018346145,0.00013099119,9.842255e-7,0.00080693053,0.000046423058,0.8313365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854916,0.0001383283,0.0002682011,0.00039728254,0.00035421253,0.0002927868],"domain_scores_gemma":[0.99891436,0.00048161027,0.0001597239,0.00021166046,0.00008954873,0.00014310902],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013329371,0.00028116215,0.00085912866,0.00042555403,0.000060762366,0.000023458866,0.00008014737,0.0003765843,0.01704634],"category_scores_gemma":[0.00008934832,0.00028925744,0.0005249382,0.00043781282,0.000021993328,0.00011315603,0.000019924284,0.0003226368,0.00011875878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044224793,0.00020146713,0.72566736,0.00073744415,0.00027638275,0.0004344802,0.00017556461,0.000015960533,0.000013020172,0.0011187533,0.0013673136,0.26556975],"study_design_scores_gemma":[0.0020085147,0.00013646472,0.51758224,0.0005831975,0.0003136758,0.000002848552,0.00043642317,0.0000058647206,0.00001877365,0.000009369002,0.4786296,0.0002730576],"about_ca_topic_score_codex":0.00006994222,"about_ca_topic_score_gemma":0.00097364705,"teacher_disagreement_score":0.47726226,"about_ca_system_score_codex":0.00023523856,"about_ca_system_score_gemma":0.00020588857,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W768344345","doi":"","title":"Covert Cerebral Ischemia After Noncardiac Surgery","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Covert; Ischemia; Medicine; Cardiology; Anesthesia; Internal medicine; Philosophy; Linguistics","score_opus":0.012493266895722797,"score_gpt":0.2245374606348368,"score_spread":0.21204419373911398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W768344345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11203608,0.0007080275,0.0000057208727,0.00016613594,0.00084370584,0.00036949487,0.00003923357,0.00012711048,0.8857045],"genre_scores_gemma":[0.035691015,0.0001080735,0.00011103999,0.00032718008,0.00041812504,0.0000039252604,0.0009238452,0.00009071199,0.9623261],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977556,0.00013062755,0.00031970284,0.00061984913,0.0006781049,0.00049611484],"domain_scores_gemma":[0.9983598,0.0002572808,0.00017173453,0.00046929173,0.00025434943,0.0004875667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019848699,0.00052232033,0.0016399636,0.00029107562,0.00006712347,0.000052725052,0.00016733469,0.00069989346,0.060170602],"category_scores_gemma":[0.00007188912,0.0005158397,0.0015202448,0.0004974136,0.00006598113,0.00019540131,0.00005763187,0.000534556,0.00059427693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017421952,0.00045395832,0.36739907,0.0023728015,0.003215588,0.019284097,0.0019950296,0.000006492313,0.00028964915,0.001000232,0.12695442,0.45960674],"study_design_scores_gemma":[0.0012221803,0.000054757384,0.02779802,0.00032173595,0.0009974043,0.000063946354,0.0014081355,0.0000035139283,0.00026598884,0.000008696747,0.9673107,0.000544867],"about_ca_topic_score_codex":0.00010213488,"about_ca_topic_score_gemma":0.000099958146,"teacher_disagreement_score":0.84035635,"about_ca_system_score_codex":0.00034415987,"about_ca_system_score_gemma":0.00058657053,"threshold_uncertainty_score":0.99972934},"labels":[],"label_agreement":null},{"id":"W770238840","doi":"","title":"Working and Thinking Across Difference: A White Social Worker and an Indigenous World","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; White (mutation); Sociology; Geography; Political science; Social science; Ecology","score_opus":0.03032807412447194,"score_gpt":0.31840437881916844,"score_spread":0.28807630469469653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W770238840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21387492,0.0005985091,0.000021143425,0.0005889443,0.005747697,0.00039085615,0.0000074779828,0.0001413374,0.7786291],"genre_scores_gemma":[0.2708777,0.00009474797,0.00015381306,0.00010465682,0.0025528227,0.0000018915129,0.00006175633,0.000031212527,0.7261214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979493,0.00048074065,0.00015811715,0.00042102762,0.00041023837,0.0005805783],"domain_scores_gemma":[0.9989645,0.00023728177,0.00031522446,0.000113366965,0.0001081483,0.00026149538],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049558474,0.00026626032,0.0002950619,0.00013590732,0.004037558,0.0005959981,0.00033746226,0.000504998,0.018821914],"category_scores_gemma":[0.000045819015,0.0003228864,0.00006248833,0.0010425915,0.0002161653,0.00058336,0.00008182583,0.00064814807,0.000021405876],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113094386,0.00005427475,0.058077104,0.000023305112,0.000056152796,0.0000076032097,0.41980606,9.693169e-8,0.0000037459597,0.0053335656,0.00047701958,0.51604795],"study_design_scores_gemma":[0.00022357465,0.00001022252,0.0851714,0.000052860905,0.00010534641,3.4506354e-7,0.25868794,4.789127e-7,8.665596e-7,0.00042955574,0.655006,0.00031144946],"about_ca_topic_score_codex":0.0010782997,"about_ca_topic_score_gemma":0.090653405,"teacher_disagreement_score":0.6545289,"about_ca_system_score_codex":0.00020612408,"about_ca_system_score_gemma":0.00027100297,"threshold_uncertainty_score":0.99992234},"labels":[],"label_agreement":null},{"id":"W770505135","doi":"","title":"Mobility in Aging: Travel Behavior and Implications for Physical Activity","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Physical activity; Psychology; Travel behavior; Gerontology; Transport engineering; Engineering; Medicine; Physical medicine and rehabilitation","score_opus":0.025163010038584073,"score_gpt":0.29200657576655437,"score_spread":0.2668435657279703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W770505135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8552108,0.000018237777,0.00020572406,0.0001420249,0.00010897407,0.00080538465,0.00007306387,0.000039596544,0.14339623],"genre_scores_gemma":[0.8563335,0.000009453287,0.000060910297,0.000007882269,0.00008574337,0.0000152130815,0.00009172158,0.000013641349,0.14338195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988661,0.00009633847,0.00011031732,0.00051751296,0.00012465662,0.0002850955],"domain_scores_gemma":[0.9993607,0.00011575102,0.00012489567,0.00019289568,0.00008535121,0.00012039692],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016746402,0.00018787036,0.00031233247,0.00009191939,0.0003297304,0.000055424956,0.00029606716,0.00024638601,0.0013586716],"category_scores_gemma":[0.000018154924,0.00022077275,0.00013415441,0.00031268538,0.00016202971,0.00028900773,0.00001714885,0.00023214075,0.0000021245507],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000265307,0.00093611964,0.3358258,0.00028377865,0.000027835098,0.000003656891,0.0084142545,0.0000012322358,0.00043068948,0.0066497643,0.000061584506,0.6471],"study_design_scores_gemma":[0.0005105782,0.00003409039,0.9694056,0.000034055138,0.00013884022,3.5528238e-8,0.0040740515,0.000014432213,0.00012749742,0.0007552624,0.024639694,0.00026590182],"about_ca_topic_score_codex":0.0023953838,"about_ca_topic_score_gemma":0.07256227,"teacher_disagreement_score":0.6468341,"about_ca_system_score_codex":0.00016755497,"about_ca_system_score_gemma":0.00017156897,"threshold_uncertainty_score":0.9995542},"labels":[],"label_agreement":null},{"id":"W772142280","doi":"","title":"Dislocating AOP: An Analysis of Anti-Oppressive Practice's Subject Positions","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Sociology; Computer science; Library science","score_opus":0.03959532661168155,"score_gpt":0.3922499248893243,"score_spread":0.3526545982776428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W772142280","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16320176,0.00018759421,0.00048602253,0.00035254762,0.00042061528,0.00093059463,0.00043897843,0.00009395342,0.83388793],"genre_scores_gemma":[0.18928798,0.0002236908,0.0013920257,0.00021002325,0.00025528343,0.000012150405,0.008148979,0.000085621454,0.8003843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588245,0.0017416709,0.00059146143,0.000590332,0.00068081473,0.0005132693],"domain_scores_gemma":[0.995239,0.0015214267,0.0013306104,0.0005245475,0.0012185881,0.00016583169],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049077166,0.00032900562,0.0006975942,0.0011338636,0.0010273542,0.00003647054,0.000524653,0.00062054786,0.054701887],"category_scores_gemma":[0.00020381965,0.00033800764,0.00032737618,0.0024889398,0.0000644299,0.0010206829,0.000091566835,0.0012409568,0.00008709075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020933995,0.010215914,0.31826302,0.0065651583,0.04876676,0.0016396162,0.07317922,0.017766256,0.039416876,0.054842416,0.019740272,0.38867047],"study_design_scores_gemma":[0.0032103714,0.0006198966,0.25916576,0.0012282411,0.015316574,0.0000030111914,0.27047557,0.0030437391,0.0008619912,0.00018417252,0.44438347,0.0015072344],"about_ca_topic_score_codex":0.0051393462,"about_ca_topic_score_gemma":0.009018784,"teacher_disagreement_score":0.4246432,"about_ca_system_score_codex":0.00030793756,"about_ca_system_score_gemma":0.0007560461,"threshold_uncertainty_score":0.9999072},"labels":[],"label_agreement":null},{"id":"W773116762","doi":"","title":"The US/UK - Iraq War, 1991-2003: How a Process Model of Violence Illuminates War","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Military and Defense Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada; American Friends Service Committee","keywords":"Iraq war; Political science; Criminology; Economic history; History; Law; Sociology","score_opus":0.012829589095182762,"score_gpt":0.2311410780843487,"score_spread":0.21831148898916594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W773116762","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10543412,0.003951175,0.000034409488,0.0002926624,0.00038497866,0.0005893807,0.00006416565,0.00008964706,0.88915944],"genre_scores_gemma":[0.2834704,0.007678796,0.0001474228,0.000053146887,0.000096261894,0.0000030331616,0.000074311625,0.00002142078,0.7084552],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99809474,0.00018098518,0.00020742319,0.00046416893,0.0005580249,0.0004946539],"domain_scores_gemma":[0.99865127,0.00009923842,0.0002896814,0.0002706525,0.0005721164,0.00011701906],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023555898,0.00032721926,0.0004083541,0.00010912577,0.0013188495,0.000032699267,0.0008314641,0.00030917217,0.0015850167],"category_scores_gemma":[0.00013033564,0.00028280713,0.00017405719,0.0009346893,0.00050233904,0.00029595793,0.00005930649,0.00031678667,0.0000137674315],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014355392,0.0003047405,0.0017535359,0.00088805245,0.00057908223,0.00011496921,0.17098413,0.0011985765,0.00013691762,0.026904711,0.008684327,0.78701544],"study_design_scores_gemma":[0.0009089139,0.00027268947,0.00091068295,0.0013741239,0.0005088843,0.0000010129139,0.59108526,0.0015675819,0.0004049964,0.008730859,0.39298072,0.001254253],"about_ca_topic_score_codex":0.0016429463,"about_ca_topic_score_gemma":0.03499286,"teacher_disagreement_score":0.7857612,"about_ca_system_score_codex":0.00011566287,"about_ca_system_score_gemma":0.00033395542,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W775068112","doi":"","title":"Role of Synapsin II in Neurodevelopment: Delineating the Role of Developmental Medial Prefrontal Cortical Synapsin II Reductions in the Pathophysiology of Schizophrenia","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Synapsin; Neuroscience; Synapsin I; Schizophrenia (object-oriented programming); Prefrontal cortex; Psychology; Pathophysiology; Cognition; Medicine; Biology; Psychiatry; Pathology; Genetics","score_opus":0.009186334589030539,"score_gpt":0.1985409108449705,"score_spread":0.18935457625593996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W775068112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827991,0.000030303952,0.000006109809,0.000053590335,0.00030511981,0.0004068611,0.000038298145,0.000010875344,0.01634972],"genre_scores_gemma":[0.9958298,0.00003253444,0.0002390932,0.0000373798,0.00003370832,0.0000048591787,0.00008280211,0.000020269317,0.0037195503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978663,0.00049005635,0.0005793522,0.00045793597,0.00033372245,0.00027265874],"domain_scores_gemma":[0.99893755,0.00026904803,0.0004779694,0.00020915782,0.0000705614,0.00003574535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002021026,0.00025801914,0.00041991874,0.00026087282,0.00024451024,0.000009523128,0.0006319439,0.00021275938,0.0007893945],"category_scores_gemma":[0.00022123296,0.00020177648,0.00011228741,0.0007759966,0.00022427783,0.00012845718,0.0002311295,0.0005545676,0.0000018959764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010620259,0.00028608248,0.0008454496,0.000062503845,0.000018341469,0.000010347295,0.004129381,0.00033272489,0.92052716,0.002823972,0.0000112381,0.06989075],"study_design_scores_gemma":[0.008870598,0.0035886543,0.26904923,0.0017138626,0.0005185894,0.00012491927,0.1018194,0.028626608,0.5585197,0.0073905294,0.01734519,0.0024326625],"about_ca_topic_score_codex":0.00023067082,"about_ca_topic_score_gemma":0.0023294736,"teacher_disagreement_score":0.36200744,"about_ca_system_score_codex":0.000090750145,"about_ca_system_score_gemma":0.00021141379,"threshold_uncertainty_score":0.86433166},"labels":[],"label_agreement":null},{"id":"W775408238","doi":"","title":"INTERNET CONSUMPTION IN A NEW HOME","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Consumption (sociology); The Internet; Internet privacy; Telecommunications; Computer science; Art; World Wide Web; Aesthetics","score_opus":0.022704316452804716,"score_gpt":0.25625269241319837,"score_spread":0.23354837596039366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W775408238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2106055,0.00014617729,0.000038673945,0.00023447574,0.0008705046,0.0005306867,0.0000052267605,0.0002364395,0.7873323],"genre_scores_gemma":[0.078272514,0.0001538973,0.00014289294,0.00006160722,0.00006612524,5.778177e-7,0.000055981913,0.000024346162,0.92122203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856776,0.00014852434,0.00017706187,0.00037221695,0.0002861968,0.00044823738],"domain_scores_gemma":[0.999364,0.000026875005,0.0001997856,0.0001862444,0.0000484466,0.00017463388],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001032748,0.00023677615,0.00029175568,0.0004131224,0.00012306693,0.00010689446,0.00071912317,0.0007700045,0.15946256],"category_scores_gemma":[0.00003958891,0.00029937475,0.000095984244,0.00047691024,0.00013592662,0.0003889736,0.00006842781,0.00053641933,0.001247921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002963551,0.00015855879,0.10459818,0.00015680131,0.000096872034,0.00017787954,0.013795086,0.0000015926483,0.0000952564,0.011937618,0.034063656,0.83462214],"study_design_scores_gemma":[0.0022907255,0.000079754864,0.094167344,0.00088858313,0.00009562712,0.0000017191479,0.031723306,0.000017991846,0.00019941469,0.0009103821,0.8687431,0.0008820157],"about_ca_topic_score_codex":0.014657251,"about_ca_topic_score_gemma":0.08663011,"teacher_disagreement_score":0.8346795,"about_ca_system_score_codex":0.0006106596,"about_ca_system_score_gemma":0.0003443258,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W777297691","doi":"","title":"Improving Scheduling in Heterogeneous Grid and Hadoop Systems","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Imperial College London","keywords":"Computer science; Grid; Distributed computing; Scheduling (production processes); Grid computing; Database; Parallel computing; Engineering; Operations management; Geography","score_opus":0.01074419695119354,"score_gpt":0.19558289294310824,"score_spread":0.1848386959919147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W777297691","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2961207,0.0070236884,0.19052798,0.00009698318,0.017670752,0.0032626842,0.00010097897,0.0013252912,0.48387092],"genre_scores_gemma":[0.5851685,0.00006632577,0.00410331,0.000053224216,0.0005089977,0.0000076291417,0.00020308857,0.00007596855,0.409813],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978896,0.0001692973,0.0003537911,0.00082590897,0.00027343136,0.0004879954],"domain_scores_gemma":[0.99887097,0.0000651617,0.00034138933,0.00044323606,0.00011340997,0.00016580932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015464927,0.00040138888,0.0004919201,0.0003244849,0.00015810621,0.0006126363,0.0010686438,0.00035959683,0.000496043],"category_scores_gemma":[0.000012375618,0.00045269405,0.00009583034,0.000586193,0.000024628045,0.0004908902,0.00027078812,0.0004095878,0.0000681757],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014507463,0.00023261455,0.003516998,0.0042514033,0.0003872422,0.0020472447,0.005821375,0.06622193,0.0012565637,0.019485319,0.001026247,0.895608],"study_design_scores_gemma":[0.002811167,0.00029138933,0.0017571565,0.0026672937,0.00011019391,0.00019359238,0.0050007077,0.77115524,0.0002478505,0.00009398995,0.21305883,0.002612586],"about_ca_topic_score_codex":0.001261091,"about_ca_topic_score_gemma":0.0003241729,"teacher_disagreement_score":0.8929954,"about_ca_system_score_codex":0.00016398038,"about_ca_system_score_gemma":0.00012192005,"threshold_uncertainty_score":0.99979246},"labels":[],"label_agreement":null},{"id":"W778301140","doi":"","title":"Time River Blue Mouths Infinite Absence: Madness, Grief, Art","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religious Studies and Spiritual Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grief; Psychoanalysis; Art; Psychology; Psychotherapist","score_opus":0.021685774347028702,"score_gpt":0.2217825529226059,"score_spread":0.2000967785755772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W778301140","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01122665,0.00047863016,0.000002008399,0.00016612884,0.001346822,0.00030885322,0.00014490249,0.00016224741,0.98616374],"genre_scores_gemma":[0.0047570555,0.00033519807,0.00003073524,0.00019601469,0.00065812253,0.000002160131,0.0005958703,0.00006541036,0.99335945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809295,0.00009391182,0.0003109417,0.0005616966,0.00047987132,0.00046064422],"domain_scores_gemma":[0.99850005,0.00008761323,0.00042289318,0.00033301738,0.0004817798,0.00017466435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012267329,0.0005145305,0.0005711917,0.00021074073,0.0006396996,0.00033414387,0.000532502,0.00028829672,0.17381716],"category_scores_gemma":[0.00003188548,0.00050899317,0.00024081976,0.00014581601,0.00035795808,0.00065126107,0.00015047922,0.0005281852,0.007157435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078292645,0.00021135593,0.000069151145,0.00038483,0.0008583315,0.000450856,0.117401265,0.00005647431,0.00001523193,0.028479476,0.7824703,0.0688198],"study_design_scores_gemma":[0.000577523,0.0001237363,0.000029035642,0.00013929518,0.00026819715,0.0000021319547,0.059310414,0.000039330185,0.0000039714123,0.000714735,0.93819726,0.0005944049],"about_ca_topic_score_codex":0.0009816999,"about_ca_topic_score_gemma":0.007577737,"teacher_disagreement_score":0.16665973,"about_ca_system_score_codex":0.0001478019,"about_ca_system_score_gemma":0.00016113352,"threshold_uncertainty_score":0.9997362},"labels":[],"label_agreement":null},{"id":"W778482641","doi":"","title":"EXPLORING THE ROLE AND SIGNIFICANCE OF RELIGION/SPIRITUALITY IN THE IMMIGRATION EXPERIENCE OF ROMANIAN EVANGELICALS: A CRITICAL REALIST PERSPECTIVE","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Perspective (graphical); Immigration; Romanian; Political science; Sociology; Religious studies; Epistemology; Philosophy; Law; Medicine","score_opus":0.04197561517341075,"score_gpt":0.3092346979656551,"score_spread":0.26725908279224436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W778482641","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40244192,0.00042218762,0.00006177003,0.0029613082,0.00026055635,0.00070431695,0.000021879365,0.00002455858,0.5931015],"genre_scores_gemma":[0.97694224,0.0012136642,0.00007187809,0.00010118115,0.000057480876,0.00002203271,0.0000094059715,0.000008803264,0.021573337],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984676,0.00050003815,0.00023460874,0.0002558073,0.00036801392,0.00017389374],"domain_scores_gemma":[0.99879,0.0004828667,0.00017900443,0.0001998638,0.00029794092,0.000050286784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027799315,0.0001302519,0.00021013319,0.000065584914,0.00033918573,0.00007033506,0.00040175067,0.00012546228,0.0008577607],"category_scores_gemma":[0.00023214033,0.00010182177,0.00011926836,0.00051176886,0.0004823813,0.00043736916,0.000026620073,0.00028941408,0.00000402679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009017786,0.000116730174,0.00083042396,0.000060466613,0.000031873107,0.0000048636425,0.6499594,0.000003758667,0.0006325757,0.33756998,0.00054672005,0.010153052],"study_design_scores_gemma":[0.00010139282,0.00003892774,0.0049462616,0.00012106986,0.00003831826,4.5397815e-7,0.9293191,0.000025418884,0.0002354048,0.0023056644,0.06275257,0.00011542027],"about_ca_topic_score_codex":0.073121704,"about_ca_topic_score_gemma":0.05396426,"teacher_disagreement_score":0.57450026,"about_ca_system_score_codex":0.0001542872,"about_ca_system_score_gemma":0.00011201482,"threshold_uncertainty_score":0.96329844},"labels":[],"label_agreement":null},{"id":"W779201359","doi":"","title":"Tunable Focused X-rays For Patterning and Lithography","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Strong; National Research Council Canada; Western Economic Diversification Canada; Canadian Institutes of Health Research; Office of Science; Canada Research Chairs; University of Saskatchewan; Basic Energy Sciences; Canadian Light Source; Natural Sciences and Engineering Research Council of Canada; McMaster University; U.S. Department of Energy","keywords":"Lithography; Nanotechnology; Materials science; X-ray lithography; Optoelectronics; Resist","score_opus":0.010977728944930902,"score_gpt":0.22579947266747438,"score_spread":0.21482174372254348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W779201359","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023488766,0.0004950807,0.1655966,0.000045984303,0.0005031854,0.0013745764,0.0002665478,0.00042431458,0.80780494],"genre_scores_gemma":[0.21418461,0.000021003401,0.043027245,0.000042506574,0.00052692456,0.00003250715,0.0012548474,0.00019679804,0.74071354],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988571,0.000034447516,0.00015810448,0.00042549561,0.00011280731,0.00041203477],"domain_scores_gemma":[0.9992586,0.00005881377,0.00023081354,0.00023611035,0.0000950603,0.000120641766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060650527,0.00034991375,0.00033841343,0.00019740718,0.00020457226,0.00006836755,0.00025808322,0.00012892512,0.010222328],"category_scores_gemma":[0.0000021319788,0.00040789144,0.00017940189,0.0002167847,0.000039846585,0.00038725685,0.000068406414,0.00026932318,0.000009252234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012961723,0.00007545963,0.044915617,0.0002315923,0.00021210086,0.000004032518,0.0007320104,0.000004396719,0.0006852478,0.0057052425,0.00080146815,0.9465032],"study_design_scores_gemma":[0.0013160128,0.00008902569,0.003839341,0.00031730122,0.00041386782,5.287023e-7,0.0036838648,0.00007474323,0.0031937845,0.0040873834,0.98208547,0.0008986533],"about_ca_topic_score_codex":0.00013187599,"about_ca_topic_score_gemma":0.000031742333,"teacher_disagreement_score":0.981284,"about_ca_system_score_codex":0.000035290635,"about_ca_system_score_gemma":0.000033310393,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W780279376","doi":"","title":"Towards an Understanding of Neighborhood and Individual Level Barriers to Lifestyle Change in Hamilton, Ontario","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Sociology; Geography; Psychology; Medicine","score_opus":0.08821635152118568,"score_gpt":0.29538992377349843,"score_spread":0.20717357225231275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W780279376","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42324668,0.00013662627,0.00008705211,0.00060928386,0.00080994883,0.00096460973,0.00014813064,0.000049564835,0.5739481],"genre_scores_gemma":[0.8720561,0.0001301507,0.00028859475,0.00079683523,0.000118893884,0.000003459041,0.0001119023,0.00003275272,0.12646128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983182,0.00014693804,0.00023758352,0.00037814182,0.00040980388,0.0005093642],"domain_scores_gemma":[0.9989885,0.000043346332,0.00014749324,0.00013341081,0.000057873993,0.00062933983],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028638975,0.00022896325,0.00040007898,0.00034867966,0.00035786067,0.00007977765,0.000373833,0.00039095536,0.0137614105],"category_scores_gemma":[0.000046325833,0.0002796386,0.000066460176,0.0005414247,0.00009324537,0.00047152545,0.000054936078,0.00030804187,0.0000030277001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002358799,0.00006668367,0.2811742,0.0004309903,0.00007102023,0.0000781913,0.5991831,0.00001128272,0.000001525927,0.08249805,0.00007050819,0.036178544],"study_design_scores_gemma":[0.001418648,0.00018713564,0.4404125,0.0007483441,0.00009915944,5.2870655e-7,0.48545438,0.000002766766,0.000012665014,0.001204842,0.06988317,0.0005758708],"about_ca_topic_score_codex":0.4453409,"about_ca_topic_score_gemma":0.9723582,"teacher_disagreement_score":0.5270173,"about_ca_system_score_codex":0.0016920016,"about_ca_system_score_gemma":0.0021224136,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W780523570","doi":"","title":"NEW APPROACH FOR ROBOTIC GRASPING OF UNKNOWN THREE DIMENSIONAL OBJECTS","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Artificial intelligence; Computer vision; Computer science; Human–computer interaction","score_opus":0.02242496731552069,"score_gpt":0.21920527063610254,"score_spread":0.19678030332058186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W780523570","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013537065,0.00013939218,0.8833303,0.000021713831,0.000871948,0.00065987464,0.00000218255,0.00012533653,0.11471389],"genre_scores_gemma":[0.0011133383,0.0000025967706,0.5188631,0.000022716578,0.000095344745,0.0000032519092,0.00019145265,0.00003732143,0.47967088],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978671,0.00006188041,0.00031830635,0.00084167573,0.0004399302,0.0004711092],"domain_scores_gemma":[0.9983401,0.00014417048,0.000445068,0.0006140867,0.0002452026,0.00021141794],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010860527,0.00041711365,0.00058941694,0.00032931005,0.00015810308,0.00009873391,0.001599104,0.00036402303,0.0016317823],"category_scores_gemma":[0.000029936853,0.0004542952,0.00025270117,0.00070690934,0.000033908887,0.000497759,0.00022433186,0.0003071676,0.0000470317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020320425,0.0003084509,0.00038318234,0.0015380643,0.0007597407,0.00010781399,0.0026446986,0.26384062,0.0010221676,0.032743316,0.010072945,0.6863758],"study_design_scores_gemma":[0.002460838,0.0003485671,0.0019065931,0.00081671623,0.000334082,0.000020238042,0.0007137602,0.9842421,0.0010428444,0.0015713483,0.0051630083,0.0013799302],"about_ca_topic_score_codex":0.00027374478,"about_ca_topic_score_gemma":0.00007088456,"teacher_disagreement_score":0.72040147,"about_ca_system_score_codex":0.00012901484,"about_ca_system_score_gemma":0.00045890672,"threshold_uncertainty_score":0.9997909},"labels":[],"label_agreement":null},{"id":"W780574402","doi":"","title":"The Interplay of Language and Emotion: Using Affective Norms to Explore Word Recognition, Motivation, and Lexicon","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Vlaamse Overheid; Vlaamse regering; McMaster University","keywords":"Lexicon; Psychology; Word (group theory); Linguistics; Cognitive psychology; Natural language processing; Computer science; Philosophy","score_opus":0.03885190959058756,"score_gpt":0.2599387088362967,"score_spread":0.22108679924570915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W780574402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7032023,0.00028637712,0.00013311574,0.00011292988,0.00022959363,0.00034852218,0.000038286154,0.000042619642,0.2956063],"genre_scores_gemma":[0.8164556,0.00008261643,0.00018070033,0.000051080482,0.00015824872,0.0000035137436,0.00023187547,0.000036555964,0.18279979],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991218,0.00014393387,0.00019515397,0.0002506775,0.00013837675,0.00015010132],"domain_scores_gemma":[0.9989819,0.00018800318,0.0002617179,0.00025756896,0.00025177945,0.000059020458],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011051725,0.00021828114,0.0002421833,0.00016106278,0.0004478729,0.00023093812,0.00023741912,0.00009304607,0.004661917],"category_scores_gemma":[0.000042658143,0.0001794163,0.000053612002,0.00010326014,0.00021326105,0.00033977785,0.00009586186,0.00018893178,0.000009265109],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038216347,0.00006241691,0.00042983773,0.00038057502,0.0002976581,0.000009140452,0.44936287,0.0000112266935,0.0004042035,0.034633085,0.0005516396,0.5134752],"study_design_scores_gemma":[0.00057895464,0.00012602542,0.0016177272,0.0006799725,0.00017984713,0.0000033122508,0.9443529,0.00004254086,0.00056416466,0.0013893691,0.050070267,0.00039487483],"about_ca_topic_score_codex":0.0004664588,"about_ca_topic_score_gemma":0.0090850135,"teacher_disagreement_score":0.5130803,"about_ca_system_score_codex":0.000051348004,"about_ca_system_score_gemma":0.00004650622,"threshold_uncertainty_score":0.99624795},"labels":[],"label_agreement":null},{"id":"W780698384","doi":"","title":"Income inequality, household income and health status in Canada","year":2001,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic inequality; Inequality; Income inequality metrics; Total personal income; Economics; Income distribution; Household income; Income in kind; Social inequality; Health equity; Labour economics; Demographic economics; Economic growth; Gross income; Public economics; Geography; Health care; Mathematics","score_opus":0.06527697647320832,"score_gpt":0.3101888450249288,"score_spread":0.2449118685517205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W780698384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8468616,0.00025509164,0.000040572635,0.003038731,0.00026267962,0.00044982668,0.000044286488,0.0000701883,0.14897701],"genre_scores_gemma":[0.9152289,0.00054613984,0.000054783868,0.0009615696,0.00004949002,0.0000022594086,0.000008302863,0.00002107156,0.08312746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980003,0.0003721677,0.00034232135,0.00030646846,0.0002099153,0.00076878845],"domain_scores_gemma":[0.9991994,0.00014236766,0.00015969924,0.00020061167,0.00003917887,0.00025877412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025751398,0.00019243127,0.00037190906,0.0001494565,0.0004925933,0.0000074981863,0.0001717992,0.00007687071,0.007776022],"category_scores_gemma":[0.00001283079,0.00019628144,0.000025190448,0.000576262,0.00004766297,0.00018330645,0.00047697534,0.00040390049,0.000013300969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055485678,0.000017020808,0.9704973,0.00012352507,0.000021007429,0.00008499636,0.001069115,0.000008221678,9.4492054e-7,0.001168476,0.0007742497,0.026179632],"study_design_scores_gemma":[0.0013474075,0.000044312234,0.74937385,0.00014736324,0.0000061655783,7.082078e-7,0.0061667934,0.0000123972595,3.4037328e-7,0.000105973595,0.24263594,0.00015873014],"about_ca_topic_score_codex":0.94914496,"about_ca_topic_score_gemma":0.9928459,"teacher_disagreement_score":0.24186169,"about_ca_system_score_codex":0.0017329623,"about_ca_system_score_gemma":0.0010631718,"threshold_uncertainty_score":0.993131},"labels":[],"label_agreement":null},{"id":"W781250532","doi":"","title":"THE MINI MILESTONES ASSESSMENT (MINI-MAS), A DIRECT OBSERVATIONAL TOOL TO ASSESS CLINICAL MILESTONES IN THE ERA OF COMPETENCY-BASED EDUCATION","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Observational study; Developmental Milestone; Medicine; Medical education; Pediatrics; Internal medicine","score_opus":0.05873149073691994,"score_gpt":0.3706239102217726,"score_spread":0.3118924194848527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W781250532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77934027,0.00023180524,0.00015079176,0.00985329,0.0037108897,0.002432169,0.00004882562,0.000055489632,0.20417649],"genre_scores_gemma":[0.45560193,0.00027323325,0.08261173,0.009675919,0.0022295506,0.00036332718,0.011375965,0.00025399379,0.43761435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964494,0.0005311724,0.0010016108,0.0005523741,0.0011360055,0.00032941008],"domain_scores_gemma":[0.9962959,0.00076637865,0.00064002135,0.00074927945,0.0014376184,0.000110747744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016537247,0.00036780874,0.0006316141,0.00031962176,0.00023744708,0.000060582755,0.0007720245,0.0004112365,0.002251588],"category_scores_gemma":[0.00096124865,0.00027817863,0.00021318295,0.0018722803,0.00020178557,0.00015566534,0.00005547599,0.0010503237,0.000025988715],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013010203,0.002860275,0.09564641,0.00068175595,0.00024792945,0.00003830272,0.0026787263,0.00011516552,0.00012326628,0.013725125,0.05125723,0.8313248],"study_design_scores_gemma":[0.0015281301,0.00042403166,0.5000894,0.0011620454,0.000379048,0.000006579344,0.024823371,0.00042458592,0.000040203315,0.00030583766,0.4704392,0.00037756262],"about_ca_topic_score_codex":0.00023141947,"about_ca_topic_score_gemma":0.0012447854,"teacher_disagreement_score":0.8309472,"about_ca_system_score_codex":0.00052926387,"about_ca_system_score_gemma":0.008343363,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W781471729","doi":"","title":"Molecular Dynamics Simulations of Liquid Transport through Nanofiltration Membranes","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; McMaster University","keywords":"Nanofiltration; Membrane; Molecular dynamics; Dynamics (music); Transport phenomena; Chemical engineering; Chemistry; Materials science; Engineering; Mechanics; Physics; Computational chemistry","score_opus":0.01051360228388001,"score_gpt":0.2176434597244032,"score_spread":0.20712985744052317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W781471729","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20359875,0.00049987336,0.052118335,0.000017081848,0.00069100293,0.0008282302,0.00034429645,0.0009054735,0.74099696],"genre_scores_gemma":[0.9147714,0.000116667754,0.0019361513,0.000016856888,0.0000528723,0.000003865692,0.0036885135,0.000122534,0.079291165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862856,0.000057245095,0.00043063742,0.00028432065,0.0003226991,0.00027656756],"domain_scores_gemma":[0.99915403,0.00004221905,0.0001971084,0.00035102363,0.0001698622,0.00008573343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054510805,0.00039863275,0.0004444736,0.00026609586,0.00007244683,0.00001503856,0.00031241766,0.00051753985,0.02120198],"category_scores_gemma":[0.0000049131136,0.00050967745,0.00020852791,0.00057725486,0.00003990196,0.00056664064,0.000009821254,0.00026962828,0.000022290005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001550971,0.000497989,0.00050299324,0.009346694,0.001406356,0.00013919045,0.010797732,0.36649334,0.52152693,0.036306404,0.00046253394,0.050968852],"study_design_scores_gemma":[0.000986988,0.00017883471,0.00022648073,0.0004284297,0.00068403763,0.000004524525,0.001781614,0.018315582,0.8575893,0.00016470144,0.11833883,0.0013007009],"about_ca_topic_score_codex":0.000067694695,"about_ca_topic_score_gemma":0.00088443194,"teacher_disagreement_score":0.71117264,"about_ca_system_score_codex":0.00024827366,"about_ca_system_score_gemma":0.00010193864,"threshold_uncertainty_score":0.9997355},"labels":[],"label_agreement":null},{"id":"W782152669","doi":"","title":"Wittgenstein, McDowell and Therapeutic Philosophy","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Wittgensteinian philosophy and applications","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Philosophy; Epistemology","score_opus":0.02517428469498633,"score_gpt":0.1995175484740009,"score_spread":0.17434326377901457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W782152669","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036147654,0.00089657935,0.000006007229,0.00029834505,0.0004939769,0.00040259951,0.00008889244,0.00011533545,0.9940835],"genre_scores_gemma":[0.08306674,0.00010703376,0.000045976507,0.00038315484,0.00043329707,0.00000424878,0.00018545128,0.000069705675,0.91570437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986359,0.00007413761,0.00022511643,0.000560537,0.0001998209,0.00030452124],"domain_scores_gemma":[0.9991555,0.000036389712,0.00021289635,0.00032834805,0.00012559183,0.00014124365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004397796,0.00043323424,0.00036491317,0.00019740098,0.00056966674,0.00018113498,0.00030577756,0.00022889786,0.10720291],"category_scores_gemma":[0.000002432562,0.00046190404,0.00015914164,0.00012982127,0.00023569637,0.0001823136,0.000034629065,0.00036090394,0.00035117505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011007701,0.0000982555,0.000020004625,0.00023344427,0.000225242,0.000035774498,0.0078025176,0.0000016429257,0.00008241817,0.91199094,0.0016642029,0.07773549],"study_design_scores_gemma":[0.00052044005,0.000086386965,0.000029786914,0.00010807954,0.00025203457,0.0000039017254,0.0064475257,0.000005895483,0.00009797363,0.015924463,0.9759902,0.000533334],"about_ca_topic_score_codex":0.0000502854,"about_ca_topic_score_gemma":0.0005638586,"teacher_disagreement_score":0.97432595,"about_ca_system_score_codex":0.000053305615,"about_ca_system_score_gemma":0.00006266699,"threshold_uncertainty_score":0.9997833},"labels":[],"label_agreement":null},{"id":"W782923327","doi":"","title":"The Effect of Physical Activity on Bone Mineral Density and Fracture Rate in Very Old Post-menopausal Women","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bone mineral; Femoral neck; Trochanter; Medicine; Osteoporosis; Physical activity; Hip fracture; Bone remodeling; Bone density; Physical therapy; Cohort study; Internal medicine","score_opus":0.0075510733122477105,"score_gpt":0.2565477329556311,"score_spread":0.24899665964338338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W782923327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98021257,0.00012629735,3.1571506e-7,0.00019258093,0.00011556132,0.00071995216,0.000014894023,0.00001663278,0.018601187],"genre_scores_gemma":[0.8508881,0.000046053105,0.0000022646293,0.00006952488,0.00009751061,0.0000038782373,0.00007121227,0.000025860983,0.14879563],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823606,0.00037017348,0.00014069943,0.0003504665,0.0003518594,0.0005507113],"domain_scores_gemma":[0.998665,0.0004997119,0.00016503857,0.00027927247,0.00009340203,0.00029759738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034454235,0.00030749178,0.0006688252,0.0001830803,0.00014079652,0.00001950399,0.00011921343,0.00032174852,0.0010063228],"category_scores_gemma":[0.00008060547,0.00022383487,0.00007014533,0.00030496242,0.000099879944,0.00012559185,0.0000643869,0.0009802238,0.000015740172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0844828,0.00096716685,0.045924515,0.0048382664,0.00038886382,0.0006764069,0.0048435484,0.000008548668,0.14614446,0.000106270345,0.000639749,0.7109794],"study_design_scores_gemma":[0.0053636185,0.0067195855,0.9472066,0.00047827704,0.00021584991,0.000009638039,0.0014001861,0.0000558189,0.018453587,0.00000666275,0.019746462,0.0003437257],"about_ca_topic_score_codex":0.00042960784,"about_ca_topic_score_gemma":0.0009339271,"teacher_disagreement_score":0.9012821,"about_ca_system_score_codex":0.00030549002,"about_ca_system_score_gemma":0.00015296601,"threshold_uncertainty_score":0.9999069},"labels":[],"label_agreement":null},{"id":"W78679115","doi":"","title":"The Nature and Incidence of Non-Standard Work Arrangements","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Work (physics); Engineering; Mechanical engineering","score_opus":0.01560046573790419,"score_gpt":0.3077946563917817,"score_spread":0.29219419065387753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W78679115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10356701,0.001764148,0.000015710655,0.00065337424,0.0010453255,0.0007597214,0.0000313963,0.000040036408,0.8921233],"genre_scores_gemma":[0.071486264,0.0013926021,0.000095064584,0.00012021033,0.00016854388,0.00000474988,0.00005577089,0.00002899054,0.9266478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986701,0.0001454177,0.00026884166,0.00028503226,0.0002922363,0.00033835453],"domain_scores_gemma":[0.9988782,0.00022778224,0.00038072656,0.00022458778,0.00022359338,0.00006515592],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017332826,0.00024208165,0.00034166293,0.00008617349,0.0010690033,0.000012160687,0.00033269444,0.00046542895,0.008192233],"category_scores_gemma":[0.000029623969,0.00019025756,0.0000798238,0.00034021708,0.00008796591,0.00011321322,0.00017885947,0.00091899786,0.000028437056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027192389,0.000043546013,0.23851696,0.0011427909,0.00065217,0.000046047575,0.015050178,0.0000020244158,0.00005584204,0.0036258455,0.053485155,0.6846602],"study_design_scores_gemma":[0.0008203691,0.000060834103,0.09559082,0.0010715408,0.00015307353,1.2559275e-7,0.025903462,0.0000012299685,0.00002574244,0.00009281319,0.876064,0.00021598635],"about_ca_topic_score_codex":0.00007392934,"about_ca_topic_score_gemma":0.0050540287,"teacher_disagreement_score":0.82257885,"about_ca_system_score_codex":0.00012796873,"about_ca_system_score_gemma":0.0001140198,"threshold_uncertainty_score":0.9927144},"labels":[],"label_agreement":null},{"id":"W788655898","doi":"","title":"EXPLORING COMPETITION BETWEEN COGNITIVE AND EMOTIONAL RESPONSE CUES IN SCHIZOPHRENIA","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of New South Wales","keywords":"Cognitive psychology; Schizophrenia (object-oriented programming); Cognition; Competition (biology); Psychology; Cognitive science; Neuroscience; Biology; Psychiatry","score_opus":0.07888575460880527,"score_gpt":0.3124938815382925,"score_spread":0.23360812692948724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W788655898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7031628,0.000053033495,0.00005569328,0.000110536595,0.00053239445,0.00018673165,0.000066124936,0.000034672405,0.29579803],"genre_scores_gemma":[0.72835636,0.000030245128,0.00013333005,0.00006633809,0.00021926228,0.0000105203,0.00089904986,0.000025040961,0.27025986],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981671,0.0005574824,0.00023261731,0.000583158,0.00019714008,0.00026248538],"domain_scores_gemma":[0.9989839,0.00051419187,0.0001705731,0.00012434045,0.00008770608,0.00011924737],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020730769,0.00027461853,0.00032509174,0.00036034666,0.0001184522,0.000037446636,0.00018861974,0.0002689808,0.066139854],"category_scores_gemma":[0.000026713524,0.00030615245,0.00007361254,0.00036229021,0.00006969066,0.00021219764,0.00003786959,0.0004698798,0.00029434482],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015226793,0.00062287407,0.14952329,0.00021636383,0.00045287347,0.000191072,0.007448465,0.0000028566576,0.00010512802,0.027870584,0.00039139853,0.7979483],"study_design_scores_gemma":[0.0018941344,0.0001844399,0.9514623,0.0005284645,0.00006705483,0.0000032030441,0.010889981,8.9037576e-7,0.000013144159,0.0006424482,0.033983838,0.00033006413],"about_ca_topic_score_codex":0.000111782465,"about_ca_topic_score_gemma":0.0002607796,"teacher_disagreement_score":0.8019391,"about_ca_system_score_codex":0.000090096546,"about_ca_system_score_gemma":0.000050513394,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W788731275","doi":"","title":"Social decision-making in a group living cichlid fish","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cichlid; Fish <Actinopterygii>; Group decision-making; Group (periodic table); Fishery; Psychology; Social psychology; Biology; Chemistry","score_opus":0.007634532795744647,"score_gpt":0.20741171444629666,"score_spread":0.19977718165055203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W788731275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13273223,0.000008095269,0.00008965556,0.00007457512,0.00028330923,0.00031209065,0.000003246516,0.00005143964,0.86644536],"genre_scores_gemma":[0.3241017,0.000047813763,0.00045174814,0.0004431292,0.000055160242,0.0000068777263,0.000030615593,0.000032881577,0.6748301],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862236,0.00007726822,0.0001850954,0.00051365944,0.00022014858,0.0003814848],"domain_scores_gemma":[0.99950296,0.00015058265,0.00016476023,0.0001347085,0.000008435176,0.00003858614],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010501915,0.00026536253,0.00029424645,0.00014537945,0.00034480492,0.000043489505,0.00046185276,0.00029305607,0.28309277],"category_scores_gemma":[0.000034971334,0.0003120912,0.00009852847,0.0004784803,0.000081034756,0.00038724885,0.00049238186,0.00031748493,0.00067620224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023858258,0.00031951797,0.21733452,0.00017885269,0.00018987388,0.00037645767,0.007238475,0.00015706707,0.000028766826,0.0010002202,0.20019649,0.57274115],"study_design_scores_gemma":[0.0003474534,0.00004304937,0.7884756,0.0002692389,0.00007477795,6.789898e-7,0.007580568,0.000087928245,0.0000015465622,0.0004908429,0.20217392,0.0004544059],"about_ca_topic_score_codex":0.00022076619,"about_ca_topic_score_gemma":0.076705575,"teacher_disagreement_score":0.5722868,"about_ca_system_score_codex":0.00036709927,"about_ca_system_score_gemma":0.000008035011,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W791738840","doi":"","title":"MEASUREMENT AND CLASSIFICATION OF THE HETEROGENEOUS AUTISM PHENOTYPE","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alberta Innovates; McMaster University; Health Research Board; Canadian Institutes of Health Research; Genome Canada; Medical Research Council; Sinneave Family Foundation; Autism Speaks","keywords":"Autism; Phenotype; Psychology; Data science; Computer science; Computational biology; Developmental psychology; Biology; Genetics","score_opus":0.016097149883312154,"score_gpt":0.2154666814335126,"score_spread":0.19936953155020046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W791738840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76978916,0.0009936676,0.000039469363,0.0001190162,0.00035199872,0.00032907317,0.000016598844,0.000010644141,0.22835034],"genre_scores_gemma":[0.7292738,0.00013644411,0.000030961535,0.000038504546,0.000033138895,0.0000013011107,0.000038294264,0.000011106115,0.27043644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921304,0.000057782,0.00016945944,0.00025212773,0.00019287992,0.00011469216],"domain_scores_gemma":[0.9994147,0.0000039865877,0.0001913188,0.00020997248,0.00013022224,0.00004983026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004454649,0.00015310802,0.00014418652,0.000023669641,0.00007890599,0.000017576396,0.00023109913,0.00022521852,0.0028789944],"category_scores_gemma":[0.000012926888,0.0001273071,0.00010006635,0.00006197877,0.00008070568,0.000004014205,0.00007323275,0.00009031773,0.000009447852],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041456503,0.00026942912,0.0024779465,0.0007303763,0.00048485203,0.000006298167,0.0005527248,0.000029743951,0.32162532,0.0032675287,0.0018652512,0.66827595],"study_design_scores_gemma":[0.0018850458,0.0007645839,0.19586305,0.0004268802,0.00044917158,0.000012779842,0.0051953443,0.00011728644,0.1367346,0.00052129786,0.6570792,0.00095071347],"about_ca_topic_score_codex":0.000022582546,"about_ca_topic_score_gemma":0.00025834856,"teacher_disagreement_score":0.66732526,"about_ca_system_score_codex":0.000017164879,"about_ca_system_score_gemma":0.0000649788,"threshold_uncertainty_score":0.9980325},"labels":[],"label_agreement":null},{"id":"W793231203","doi":"","title":"Cortical Plasticity and Tinnitus","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tinnitus; Neuroplasticity; Neuroscience; Psychology; Plasticity; Audiology; Medicine; Physics","score_opus":0.02571588312072823,"score_gpt":0.23712487175221292,"score_spread":0.2114089886314847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W793231203","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26602095,0.00001760647,0.00016708243,0.00003679622,0.0016021724,0.00022276066,0.00002308598,0.00009814515,0.7318114],"genre_scores_gemma":[0.47684485,0.000026959562,0.000015811229,0.0002062669,0.00009382132,0.0000011097019,0.0000151900895,0.00001819414,0.5227778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846834,0.00016699264,0.00014199388,0.0005884323,0.00028328568,0.00035092846],"domain_scores_gemma":[0.9992393,0.00020432363,0.00014282558,0.00011193681,0.0000627939,0.0002388141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045396224,0.00024837608,0.0001947406,0.00018536524,0.00036991382,0.000086626744,0.00021359482,0.00017566654,0.045126915],"category_scores_gemma":[0.00021632278,0.0002713135,0.00006162847,0.0005017558,0.00015934973,0.00033998405,0.000060989594,0.0004336656,0.00030930352],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011348389,0.0007243902,0.0050721834,0.00030141516,0.000025796118,0.0001675262,0.0021171945,0.0000031817149,0.3881051,0.022361243,0.0019056527,0.5780815],"study_design_scores_gemma":[0.0011632126,0.00024524465,0.09474044,0.00012974713,0.00026502425,0.00005461801,0.004937722,0.00014454084,0.0755729,0.00015295112,0.82162976,0.00096385024],"about_ca_topic_score_codex":0.000019252979,"about_ca_topic_score_gemma":0.000081119804,"teacher_disagreement_score":0.8197241,"about_ca_system_score_codex":0.00006589135,"about_ca_system_score_gemma":0.000102976584,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W793316210","doi":"","title":"Wireless innovations in community healthcare","year":2006,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Health care; Library science; Political science; Computer science","score_opus":0.021803989083705434,"score_gpt":0.20623298784206615,"score_spread":0.18442899875836072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W793316210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5039963,0.000048810558,0.0049946397,0.0028117616,0.00010839483,0.00013376189,0.000005029797,0.0002356447,0.48766568],"genre_scores_gemma":[0.96879745,0.0000031314626,0.00010563574,0.0006449629,0.00017685904,8.117175e-7,0.00005950884,0.000016754597,0.030194884],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991869,0.000028228314,0.00019569734,0.00019331834,0.00014290442,0.0002529485],"domain_scores_gemma":[0.9994148,0.00001915364,0.00012976302,0.0002082321,0.00021962087,0.0000084557305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015990404,0.00015016038,0.00019357343,0.00049336586,0.00035320545,0.00013034277,0.00033320818,0.000082198705,0.0035846676],"category_scores_gemma":[0.000008363715,0.00016912687,0.000054932505,0.0028007037,0.000053412834,0.0009046908,0.00018540717,0.0003066709,0.00007673806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010211378,0.00067515584,0.4272559,0.0008250891,0.00004604935,0.00009436309,0.00017148753,0.007799233,0.00029929946,0.18838826,0.0018953731,0.37244767],"study_design_scores_gemma":[0.0041872365,0.000021725,0.10579465,0.0005347872,0.00020985464,0.000003710174,0.009707612,0.07441748,0.00007158989,0.02087479,0.7826122,0.0015643336],"about_ca_topic_score_codex":0.0316411,"about_ca_topic_score_gemma":0.018805102,"teacher_disagreement_score":0.78071684,"about_ca_system_score_codex":0.00007117556,"about_ca_system_score_gemma":0.00002694928,"threshold_uncertainty_score":0.99909914},"labels":[],"label_agreement":null},{"id":"W793515542","doi":"","title":"Reading Political Hope: Temporal And Historical Modelling In Contemporary Canadian Fiction","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Politics; History; Literature; Political science; Art; Law","score_opus":0.03466908549009322,"score_gpt":0.20255218513489787,"score_spread":0.16788309964480463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W793515542","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034759678,0.0008052776,0.000023162116,0.00044768496,0.00059335487,0.00022769399,0.000048265956,0.00005796316,0.99432063],"genre_scores_gemma":[0.5224357,0.000009528363,0.000026173631,0.00017600202,0.00023081648,7.073841e-7,0.00033410013,0.000021559008,0.4767654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985507,0.000082277336,0.0003055461,0.00045565332,0.00016523799,0.0004405961],"domain_scores_gemma":[0.9993089,0.000032678698,0.00009097098,0.00015007894,0.00009230793,0.0003250496],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008029359,0.0003265316,0.00040671777,0.0006033663,0.0002678599,0.00024193474,0.00016842083,0.00030671718,0.0065713725],"category_scores_gemma":[0.0000053886606,0.00037673055,0.00010299707,0.000116700336,0.000048396832,0.00055716524,0.000016554619,0.00055537635,0.0000113568985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004040038,0.000106397274,0.0006877815,0.00026746895,0.00007190047,0.001552244,0.024392474,0.000009680027,0.0000038766602,0.9157612,0.015269295,0.041473716],"study_design_scores_gemma":[0.00045490797,0.000084689425,0.000096295706,0.00030714346,0.00004289493,0.0000039358447,0.014626436,0.0003199443,0.0000028344514,0.0009579364,0.982685,0.0004179793],"about_ca_topic_score_codex":0.17531444,"about_ca_topic_score_gemma":0.41984224,"teacher_disagreement_score":0.9674157,"about_ca_system_score_codex":0.0008455577,"about_ca_system_score_gemma":0.000331567,"threshold_uncertainty_score":0.99986845},"labels":[],"label_agreement":null},{"id":"W794932970","doi":"","title":"The Frequency of Blood Donation in Canada: An Exploration of Individual and Contextual Determinants","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blood donor; Donation; Geography; Psychology; Medicine; Political science; Immunology; Law","score_opus":0.026816742597955707,"score_gpt":0.2180931838165138,"score_spread":0.19127644121855808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W794932970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89976084,0.00026083447,0.000015714022,0.00006529709,0.0003473664,0.00029783396,0.000020274112,0.000011194666,0.099220656],"genre_scores_gemma":[0.99454087,0.000062513376,0.000023103485,0.00003381125,0.000052932864,0.0000013617013,0.00014083371,0.000013086734,0.005131514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990628,0.000039104187,0.00028324185,0.0001700811,0.000309554,0.0001352444],"domain_scores_gemma":[0.9990364,0.00007567098,0.0005757345,0.000107608495,0.00019052331,0.000014085024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020247948,0.00014426463,0.00019781475,0.00020923733,0.00010763122,0.00005603758,0.00023916746,0.00010213578,0.0021464392],"category_scores_gemma":[0.000029979088,0.00013334073,0.000027910564,0.0003513823,0.000033747812,0.0029852472,0.00003460321,0.00014348402,0.0000015126443],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029532317,0.00023973045,0.1329566,0.0005414626,0.0001530576,0.000021380172,0.001578842,0.000009257991,0.00046785836,0.03975216,0.000038134323,0.8239462],"study_design_scores_gemma":[0.005436654,0.00008528767,0.82014304,0.00049802894,0.001825678,0.00000293125,0.11107762,0.00030974502,0.0014868545,0.0018069771,0.056417402,0.00090975256],"about_ca_topic_score_codex":0.3700632,"about_ca_topic_score_gemma":0.9780351,"teacher_disagreement_score":0.82303643,"about_ca_system_score_codex":0.00002980717,"about_ca_system_score_gemma":0.00021395704,"threshold_uncertainty_score":0.9987657},"labels":[],"label_agreement":null},{"id":"W795851322","doi":"","title":"MICROSTRUCTURE AND CONDUCTIVITY OF THE SODIUM NICKEL CHLORIDE (ZEBRA) BATTERY CATHODE","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Division of Materials Research; McMaster University; Arnold and Mabel Beckman Initiative for Macular Research","keywords":"Microstructure; Cathode; Nickel; Battery (electricity); Conductivity; Materials science; Chloride; Sodium; Metallurgy; Chemistry; Physics; Physical chemistry","score_opus":0.009150712783144157,"score_gpt":0.19638786690866156,"score_spread":0.1872371541255174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W795851322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6855025,0.00023096638,0.0000060279854,0.000031465548,0.00016673343,0.000056738663,0.00012459345,0.000029255161,0.31385168],"genre_scores_gemma":[0.6097531,0.000022026297,0.000029128832,0.00002242209,0.00011036178,4.831716e-7,0.00013313518,0.000029119768,0.38990027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879867,0.000028455468,0.00020948128,0.0004168092,0.0002240691,0.00032248884],"domain_scores_gemma":[0.99895734,0.00005894741,0.0003234638,0.0004468963,0.00007649464,0.00013687897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003958772,0.00037712362,0.0004251544,0.00004484112,0.00016296895,0.000027561236,0.0005037498,0.00058684364,0.040000036],"category_scores_gemma":[0.0000144149135,0.00033051966,0.00026756115,0.00025824568,0.00025777487,0.00014912106,0.00015750236,0.00061881286,0.000006098137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008961141,0.0002466679,0.05603099,0.0061570653,0.0009227839,0.00005022724,0.001983419,0.0000034884772,0.91679454,0.0008639792,0.0014582925,0.014592433],"study_design_scores_gemma":[0.0009165393,0.000011191193,0.009368541,0.0004104832,0.0008970788,0.000027054282,0.0055069,0.000007669443,0.9139118,0.00024011497,0.067998566,0.00070403237],"about_ca_topic_score_codex":0.00008545423,"about_ca_topic_score_gemma":0.00014867775,"teacher_disagreement_score":0.076048575,"about_ca_system_score_codex":0.00005735303,"about_ca_system_score_gemma":0.0000789465,"threshold_uncertainty_score":0.9999147},"labels":[],"label_agreement":null},{"id":"W795993069","doi":"","title":"Physics at the Dirac point -- The optical conductivity of Dirac materials","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Dirac (video compression format); Physics; Point (geometry); Dirac fermion; Conductivity; Condensed matter physics; Quantum mechanics; Graphene; Mathematics","score_opus":0.014776918502823838,"score_gpt":0.2111845978044811,"score_spread":0.19640767930165726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W795993069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60609454,0.000034373777,0.000108110595,0.0001313119,0.00059611665,0.00045195554,0.00027957067,0.000019310062,0.3922847],"genre_scores_gemma":[0.6598742,0.000005817681,0.000035742865,0.000026949752,0.00033157194,0.0000053986664,0.00022391837,0.000024809973,0.33947158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863875,0.00022009309,0.00027099534,0.00035590006,0.00020413638,0.00031012937],"domain_scores_gemma":[0.9988303,0.0001543747,0.00041125246,0.0004415684,0.00009397547,0.00006848947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012190491,0.0003414225,0.0004885029,0.000024305198,0.0002850531,0.00009716522,0.00055493746,0.00013910048,0.25634262],"category_scores_gemma":[0.0000046827145,0.00020141438,0.00020034751,0.00018893747,0.00023637436,0.00015927984,0.00025623722,0.00023330766,0.00021847837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000753038,0.0004987942,0.00095482665,0.00030445962,0.00086774305,0.000010107173,0.0021019136,0.000059725924,0.139195,0.6524006,0.0023495979,0.20050421],"study_design_scores_gemma":[0.0023983095,0.00042596157,0.014563953,0.00031364802,0.0013227488,0.0000024342085,0.02194348,0.00002187666,0.5561108,0.057475965,0.3434872,0.0019336186],"about_ca_topic_score_codex":0.0006624595,"about_ca_topic_score_gemma":0.000051582134,"teacher_disagreement_score":0.5949246,"about_ca_system_score_codex":0.000049806044,"about_ca_system_score_gemma":0.00004422203,"threshold_uncertainty_score":0.821344},"labels":[],"label_agreement":null},{"id":"W797819430","doi":"","title":"Characterization of Erythromycin Esterases: A Genomic Enzymology Approach to Macrolide Resistance","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Erythromycin; Computational biology; Resistance (ecology); Biology; Genetics; Antibiotics; Ecology","score_opus":0.007742276926430749,"score_gpt":0.2148905073328975,"score_spread":0.20714823040646674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W797819430","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8280319,0.00013340852,0.001286042,0.000038894897,0.00016634069,0.0005220811,0.0001382871,0.000014864663,0.1696682],"genre_scores_gemma":[0.25989673,0.00010719593,0.0019465081,0.00014733626,0.0001785866,0.00001030649,0.0051179957,0.000079976635,0.7325154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845225,0.000095469964,0.00023849301,0.00068452215,0.00018700822,0.00034228884],"domain_scores_gemma":[0.9990289,0.000006797668,0.00018815575,0.00042846403,0.00017984721,0.00016779944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000075431926,0.00029870358,0.00033702952,0.0001534859,0.00006946612,0.000024603509,0.00056738016,0.00070892443,0.0016407067],"category_scores_gemma":[0.000027214994,0.00033891568,0.0001660024,0.00027382464,0.00007939173,0.000006244396,0.000191883,0.00033615992,0.000020162594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000909081,0.0001075412,0.00006878631,0.00025410712,0.00009503193,0.000012648478,0.00013671261,0.0000018931272,0.98909473,0.00014104381,0.00032721445,0.008851185],"study_design_scores_gemma":[0.00048000587,0.00011067334,0.0008843498,0.000053666266,0.000052340503,0.0000054072257,0.00021435336,0.0000028167874,0.67824405,0.000010694916,0.3196238,0.0003178379],"about_ca_topic_score_codex":0.00003598409,"about_ca_topic_score_gemma":0.0004773837,"teacher_disagreement_score":0.56813514,"about_ca_system_score_codex":0.00003554044,"about_ca_system_score_gemma":0.00016685064,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W797858641","doi":"","title":"Illuminating Struggles for Gendered Responses: Practice with Women Offenders of Intimate Partner Violence","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Domestic violence; Criminology; Intimate partner; Psychology; Gender studies; Political science; Social psychology; Sociology; Human factors and ergonomics; Medicine; Poison control; Medical emergency","score_opus":0.024729931437026585,"score_gpt":0.2869081739598535,"score_spread":0.26217824252282695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W797858641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07288129,0.000117829695,0.0008586066,0.000029031638,0.00033069294,0.0012420021,0.00008324978,0.00010323561,0.9243541],"genre_scores_gemma":[0.48860583,0.00039331056,0.0068252464,0.00010229865,0.00011632623,0.000046228317,0.000136807,0.000084269675,0.5036897],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99747336,0.0003967441,0.00032401047,0.00056549127,0.00054420385,0.0006961757],"domain_scores_gemma":[0.9974847,0.000538724,0.00070462615,0.000281144,0.00080902997,0.00018178117],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005354387,0.0003500687,0.00047645185,0.00023573573,0.00054853986,0.000110824825,0.000662196,0.0003479674,0.010018473],"category_scores_gemma":[0.00026923176,0.0003573205,0.000124217,0.0004892728,0.00032332956,0.0008038668,0.000059809758,0.00027560967,0.000030830957],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009138509,0.00047087134,0.0007193575,0.0022595022,0.0010362777,0.000113098395,0.23910461,0.00020008672,0.0016445523,0.10082146,0.0011808729,0.6433108],"study_design_scores_gemma":[0.0012354567,0.00038495773,0.0009092628,0.0010415305,0.00027410843,0.0000018949088,0.8607136,0.00021744522,0.0010448098,0.0005936354,0.13280776,0.00077554194],"about_ca_topic_score_codex":0.0014571802,"about_ca_topic_score_gemma":0.0005339443,"teacher_disagreement_score":0.64253527,"about_ca_system_score_codex":0.0003494042,"about_ca_system_score_gemma":0.0006262223,"threshold_uncertainty_score":0.9998879},"labels":[],"label_agreement":null},{"id":"W798525901","doi":"","title":"LOWER LIMB MUSCLE ASSESSMENT USING DIFFUSION TENSOR AND BLOOD OXYGEN-LEVEL DEPENDENT IMAGING","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Diffusion MRI; Tensor (intrinsic definition); Medicine; Biomedical engineering; Physical medicine and rehabilitation; Physical therapy; Mathematics; Radiology; Magnetic resonance imaging; Geometry","score_opus":0.011288661218218966,"score_gpt":0.20513553710525,"score_spread":0.19384687588703103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W798525901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6258809,0.00050630566,0.003408251,0.000028072478,0.0008683612,0.00038791003,0.00002994811,0.0003594825,0.36853078],"genre_scores_gemma":[0.9278982,0.00043205722,0.0015097712,0.000053584477,0.00013066229,0.000002518294,0.00008939078,0.00010823334,0.06977558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871373,0.00004316965,0.00020247306,0.00041565346,0.00025182328,0.0003731781],"domain_scores_gemma":[0.9994419,0.00003788598,0.000106514985,0.00021015343,0.000089001864,0.00011450066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055451135,0.00040272213,0.0003538392,0.00033595308,0.0002539283,0.000091787435,0.00018578353,0.00017415092,0.0041717277],"category_scores_gemma":[0.000005298468,0.00045929354,0.00012882648,0.00030671677,0.000029180603,0.00020765486,0.00007033075,0.0003536857,0.000002692631],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015808443,0.00023647702,0.00796141,0.0010097633,0.0009747766,0.00016611993,0.00092692685,0.00074005703,0.048808385,0.00060439925,0.0007046431,0.937709],"study_design_scores_gemma":[0.0063782665,0.0003755344,0.6142235,0.0011936465,0.0021298327,0.000035037778,0.014358188,0.026060004,0.0021410547,0.00015015641,0.32922548,0.0037293178],"about_ca_topic_score_codex":0.00010706001,"about_ca_topic_score_gemma":0.0003156704,"teacher_disagreement_score":0.93397963,"about_ca_system_score_codex":0.00013175658,"about_ca_system_score_gemma":0.00002763774,"threshold_uncertainty_score":0.9997859},"labels":[],"label_agreement":null},{"id":"W799407692","doi":"","title":"ENVIRONMENTAL IMPACT ASSESSMENTS AND IMPACT BENEFITS AGREEMENTS: THE PARTICIPATION OF ABORIGINAL WOMEN AT VOISEY’S BAY MINE","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Bay; Environmental impact assessment; Environmental planning; Environmental protection; Geography; Engineering; Civil engineering; Political science; Law","score_opus":0.013750297437014763,"score_gpt":0.22852744451248813,"score_spread":0.21477714707547338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W799407692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92860025,0.000811394,0.0000047268277,0.00001945074,0.00020175269,0.00033791852,0.00040539057,0.000008175485,0.06961092],"genre_scores_gemma":[0.725266,0.0005700358,0.000044602595,0.000023494369,0.000031094743,0.0000060985653,0.0002994655,0.000025150253,0.2737341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985906,0.000021689057,0.00045663197,0.0004471554,0.00007760042,0.00040636148],"domain_scores_gemma":[0.9988047,0.00003424709,0.0007328684,0.00023969576,0.000016058168,0.00017242182],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014875655,0.00032831568,0.000496202,0.00019137438,0.0001496916,0.000072964474,0.00030301098,0.00018527171,0.094985165],"category_scores_gemma":[0.000004973199,0.0002897523,0.00016611835,0.00014529904,0.000050084444,0.0003186168,0.00009306777,0.00017680235,0.00023602527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007845666,0.00026279362,0.78247243,0.00017981161,0.0016550769,0.000010575582,0.0053833723,0.0005085378,0.00019546218,0.0016626376,0.0013948829,0.20548987],"study_design_scores_gemma":[0.0011384832,0.00025946,0.86823714,0.00005102629,0.000050625556,0.0000017238265,0.0014813783,0.0004360713,0.0000745743,0.00015991382,0.12767307,0.00043651756],"about_ca_topic_score_codex":0.00066549523,"about_ca_topic_score_gemma":0.00037395876,"teacher_disagreement_score":0.20505336,"about_ca_system_score_codex":0.001334973,"about_ca_system_score_gemma":0.000037482678,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W799444100","doi":"","title":"Sustaining Palliative Care Teams That Provide Home-Based Care In A Shared Care Model","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Palliative care; Nursing; Medicine","score_opus":0.055959063869291406,"score_gpt":0.3175009497341756,"score_spread":0.2615418858648842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W799444100","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33038163,0.028914731,0.00031801732,0.00006081541,0.0004861853,0.0025475495,0.00080145185,0.00022504243,0.63626456],"genre_scores_gemma":[0.8959801,0.00022549387,0.0021105616,0.00007754935,0.00011496029,0.00001660465,0.006464383,0.00013045687,0.09487985],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997576,0.000114095485,0.00035809068,0.00072082493,0.0005736129,0.000657352],"domain_scores_gemma":[0.99786097,0.000095522715,0.00041049306,0.00045213333,0.0009161941,0.00026469785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044271197,0.0006537855,0.0010489349,0.0006302712,0.000117486,0.00003220494,0.00038894333,0.00067175046,0.0036395043],"category_scores_gemma":[0.000048580787,0.00069732167,0.00038380845,0.0006828759,0.00007846419,0.0002862429,0.000090181304,0.0007132397,0.000015973874],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042466307,0.00014344534,0.44656917,0.013573545,0.00036091384,0.0005991452,0.3574227,0.0016209239,0.00019487255,0.00012390218,0.00019466928,0.17495006],"study_design_scores_gemma":[0.005867568,0.0003946026,0.01458373,0.008503714,0.000848789,5.225764e-7,0.89944506,0.00044940852,0.0029380787,0.00000821417,0.06608324,0.00087710016],"about_ca_topic_score_codex":0.00085786346,"about_ca_topic_score_gemma":0.008891372,"teacher_disagreement_score":0.5655985,"about_ca_system_score_codex":0.0019112064,"about_ca_system_score_gemma":0.0012781961,"threshold_uncertainty_score":0.9995478},"labels":[],"label_agreement":null},{"id":"W803587614","doi":"","title":"Designing Injectable Hydrogel Biomaterials with Highly-Tunable Properties","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Materials Research; McMaster University; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology; U.S. Department of Commerce","keywords":"Self-healing hydrogels; Materials science; Nanotechnology; Biomedical engineering; Engineering; Polymer chemistry","score_opus":0.017377801626042667,"score_gpt":0.20194927920446676,"score_spread":0.1845714775784241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W803587614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47159916,0.00019815224,0.00006298323,0.00006215323,0.00015206284,0.0006822087,0.0000095318055,0.00017207436,0.52706164],"genre_scores_gemma":[0.42069018,0.00003973093,0.00045036647,0.00019346134,0.000042527296,0.000005878001,0.00022242825,0.0000615096,0.5782939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850035,0.00006655589,0.0001897819,0.00057052396,0.000262897,0.00040987533],"domain_scores_gemma":[0.99925387,0.000019707428,0.00018637712,0.0002740542,0.00010430013,0.00016168474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004550365,0.00042280802,0.00064002967,0.00017862584,0.0001803559,0.00005968183,0.00017171015,0.0003026425,0.016638895],"category_scores_gemma":[0.000010812914,0.00031125578,0.00011630834,0.00032853958,0.00006250956,0.00013736339,0.00004286102,0.00014026661,0.00016074271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.060340073,0.0047806874,0.0488658,0.010386787,0.007091265,0.0115700485,0.0031357284,0.0002472801,0.5747817,0.0030199313,0.009466092,0.2663146],"study_design_scores_gemma":[0.023453744,0.011043887,0.0057490133,0.0042200782,0.0057064905,0.00010135953,0.0068041524,0.00014017284,0.5288789,0.0007050361,0.4101655,0.003031666],"about_ca_topic_score_codex":0.00024813463,"about_ca_topic_score_gemma":0.00018229926,"teacher_disagreement_score":0.40069938,"about_ca_system_score_codex":0.000087020526,"about_ca_system_score_gemma":0.00012110267,"threshold_uncertainty_score":0.99993396},"labels":[],"label_agreement":null},{"id":"W803642221","doi":"","title":"Looking for Children: An Alternative Crown Ward Review","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crown (dentistry); Medicine; Dentistry","score_opus":0.024288159607560426,"score_gpt":0.2179397752500378,"score_spread":0.19365161564247738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W803642221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017310131,0.015895136,0.00038406148,0.00019678895,0.0012800827,0.0015447894,0.00057767215,0.000085433305,0.9627259],"genre_scores_gemma":[0.0070615904,0.013962915,0.0002782182,0.0004900981,0.00048135407,0.000021785469,0.0009668775,0.0000793164,0.97665787],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985015,0.000020099127,0.00043234316,0.00064681284,0.00003275744,0.00036650882],"domain_scores_gemma":[0.99892575,0.000029138871,0.00062989525,0.00023469455,0.00006799217,0.00011256241],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001448407,0.00033109143,0.0008460225,0.0001394792,0.00030009565,0.00008105004,0.00045378227,0.00023248758,0.038938288],"category_scores_gemma":[0.000019511213,0.0004147555,0.00031611463,0.00014621876,0.0000390218,0.00040002403,0.000055827073,0.00020859166,0.00054705614],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039942074,0.00035570606,0.022316113,0.0036671136,0.0030336315,0.000022001774,0.0073458315,0.000043096257,0.0000039372417,0.23633796,0.08868642,0.6377888],"study_design_scores_gemma":[0.0010906066,0.0001301003,0.005869903,0.0005394418,0.00013111503,9.933412e-7,0.0015609734,0.0000672535,0.0000139349695,0.0053331116,0.9844362,0.0008263381],"about_ca_topic_score_codex":0.00093295873,"about_ca_topic_score_gemma":0.0005675772,"teacher_disagreement_score":0.8957498,"about_ca_system_score_codex":0.00022918633,"about_ca_system_score_gemma":0.000029087067,"threshold_uncertainty_score":0.9998304},"labels":[],"label_agreement":null},{"id":"W804048482","doi":"","title":"Interprofessional Primary Health Care (IPC) Collaboration, Family Health Teams (FHTs) in Ontario","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Family health; Primary health care; Nursing; Primary care; Medicine; Health care; Family medicine; Environmental health; Political science","score_opus":0.013546765462226107,"score_gpt":0.32331913480500274,"score_spread":0.30977236934277663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W804048482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07261299,0.00095315016,0.00020888266,0.0061332583,0.012490705,0.0039189854,0.00019234451,0.00024448326,0.9032452],"genre_scores_gemma":[0.038019244,0.00007929078,0.0010403894,0.013138659,0.00038071082,0.00007368434,0.009352364,0.000117579475,0.9377981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99362236,0.0021322276,0.0014187212,0.001052622,0.000770071,0.0010039915],"domain_scores_gemma":[0.9961261,0.00021921375,0.0016261893,0.00056466943,0.0010078097,0.0004560275],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006377244,0.00067914964,0.0011514872,0.0008421719,0.0015502829,0.000052756335,0.00067311036,0.00095668214,0.058647465],"category_scores_gemma":[0.0000454037,0.0007263097,0.0001694434,0.0013971563,0.000058510326,0.00047863188,0.00017499164,0.0027954727,0.00061648595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.007478015,0.0009459954,0.04646104,0.005062322,0.00021216135,0.000036595593,0.31885752,0.00006833812,0.00011054034,0.014638652,0.42625117,0.17987764],"study_design_scores_gemma":[0.0017654172,0.00027614267,0.053290494,0.00305388,0.000021716765,4.750872e-7,0.25271827,0.000010331917,0.0000029358225,0.000103988874,0.68826187,0.0004944571],"about_ca_topic_score_codex":0.11106938,"about_ca_topic_score_gemma":0.9254671,"teacher_disagreement_score":0.8143977,"about_ca_system_score_codex":0.01611912,"about_ca_system_score_gemma":0.06283808,"threshold_uncertainty_score":0.99974954},"labels":[],"label_agreement":null},{"id":"W804216771","doi":"","title":"Exploring Technological Style and Use in the Ontario Early Late Woodland: The Van Besien Site","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Woodland; Style (visual arts); Geography; Archaeology; Ecology; Biology","score_opus":0.04960796590391874,"score_gpt":0.2175249059317238,"score_spread":0.16791694002780505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W804216771","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7927837,0.00008806463,0.0000010951469,0.0005861881,0.00010582465,0.00026551247,0.00000211422,0.000036987207,0.20613056],"genre_scores_gemma":[0.31879815,0.00023646145,0.000027966367,0.000057479505,0.000034433688,0.000007984893,0.000008960112,0.0000051079023,0.68082345],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885774,0.00023702656,0.00010770975,0.0002816374,0.0002159774,0.00029991227],"domain_scores_gemma":[0.9995436,0.0001586986,0.000078675796,0.00012539337,0.0000462398,0.00004736648],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015107574,0.0001718062,0.00020007462,0.000059173875,0.00087305927,0.00007429935,0.00045731233,0.00019692117,0.0036332917],"category_scores_gemma":[0.0000353243,0.00009884185,0.00006399355,0.0003767848,0.0004593376,0.0004020452,0.00011936014,0.00056221767,0.00005918683],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001190211,0.000068205336,0.10063684,0.000020223992,0.00010145814,0.00016087659,0.7202369,0.0000032711832,0.000023886729,0.014559864,0.00049074675,0.16357872],"study_design_scores_gemma":[0.00016405035,0.00004609106,0.13838233,0.00003035039,0.00004769571,4.5519235e-7,0.08674888,6.645802e-7,0.0000015685636,0.00039880822,0.7740094,0.00016970119],"about_ca_topic_score_codex":0.12919503,"about_ca_topic_score_gemma":0.8370499,"teacher_disagreement_score":0.7735187,"about_ca_system_score_codex":0.00020639827,"about_ca_system_score_gemma":0.000033888682,"threshold_uncertainty_score":0.9972775},"labels":[],"label_agreement":null},{"id":"W805166604","doi":"","title":"JOB SEARCH EXPERIENCES OF FEMALE REGISTERD NURSES FROM EAST AFRICA IN TORONTO","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Workforce; Immigration; Interview; Government (linguistics); Kenya; Political science; Settlement (finance); Nursing; Medicine; Economic growth; Business","score_opus":0.025553662445247687,"score_gpt":0.27674678207190145,"score_spread":0.25119311962665375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W805166604","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35160235,0.00033405158,0.00001205326,0.00001999528,0.000505068,0.00017613333,0.000024470735,0.000023700575,0.6473022],"genre_scores_gemma":[0.42394483,0.00010128743,0.000094110066,0.0000054086663,0.00008165484,0.000001717291,0.00006902917,0.000011186816,0.5756908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998376,0.00028146114,0.00021906567,0.00031596277,0.00045814642,0.00034936058],"domain_scores_gemma":[0.99927,0.000058593938,0.00018778292,0.00020223415,0.0001328738,0.00014850895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001473339,0.00018990289,0.00030242009,0.0001010038,0.00017452723,0.000053752134,0.00054756814,0.00032558548,0.14810562],"category_scores_gemma":[0.000021971204,0.00021514854,0.00010286336,0.0004441283,0.00016816222,0.0004987753,0.000039816645,0.00017295094,0.000026100295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013918371,0.00009302318,0.0066570477,0.000041312538,0.000029479748,0.00000993621,0.9460793,0.0000053944755,0.00008079171,0.0063639153,0.00026540918,0.040235166],"study_design_scores_gemma":[0.00021142245,0.000020904768,0.0042632064,0.000099367986,0.000025480389,4.6779114e-8,0.79286164,0.000016948628,0.000033298053,0.0000131072475,0.20226309,0.00019147996],"about_ca_topic_score_codex":0.045064963,"about_ca_topic_score_gemma":0.74052745,"teacher_disagreement_score":0.6954625,"about_ca_system_score_codex":0.00048244998,"about_ca_system_score_gemma":0.00026115548,"threshold_uncertainty_score":0.96129405},"labels":[],"label_agreement":null},{"id":"W806759732","doi":"","title":"Characteristics of Emerging Healthy Multicultural Churches","year":2000,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Psychology; Pedagogy","score_opus":0.017377626851550074,"score_gpt":0.2581591369087745,"score_spread":0.24078151005722442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W806759732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49213943,0.00056749897,0.0000055669534,0.00013104618,0.00073005946,0.00029383827,0.000021229904,0.000073241696,0.50603807],"genre_scores_gemma":[0.31687418,0.015983192,0.00058988115,0.000112948816,0.00030117054,0.0000015508274,0.00036716156,0.00003311634,0.6657368],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842274,0.00014938731,0.00029342476,0.0003256724,0.00043212555,0.0003766693],"domain_scores_gemma":[0.99913996,0.0000537723,0.00032172815,0.00013529327,0.00018533543,0.00016388152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001421767,0.00023700796,0.00038333086,0.0001019624,0.00048768465,0.00004876249,0.00038491533,0.00036700527,0.025059784],"category_scores_gemma":[0.000022847807,0.00025769786,0.00020662819,0.0004641776,0.00012862276,0.00017071227,0.000027706355,0.00024350952,0.0000517156],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006292583,0.00015932757,0.0016822829,0.00047876697,0.00021707144,0.00004037769,0.8106271,0.0000065265,0.000085921405,0.000990375,0.012582922,0.17250009],"study_design_scores_gemma":[0.0004104687,0.000039136634,0.024221111,0.00018057525,0.00008476655,3.1348074e-7,0.31422147,0.000005441064,0.00005150298,0.000057802572,0.6603559,0.00037147198],"about_ca_topic_score_codex":0.0071630278,"about_ca_topic_score_gemma":0.0033753482,"teacher_disagreement_score":0.647773,"about_ca_system_score_codex":0.00033904618,"about_ca_system_score_gemma":0.0004365862,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W807029506","doi":"","title":"Overweight And Obesity In Canada: Understanding The Individual and Socio-environmental Determinants","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Association of Geographers; Heart and Stroke Foundation of Canada","keywords":"Overweight; Obesity; Environmental health; Geography; Political science; Medicine; Endocrinology","score_opus":0.016556480800343106,"score_gpt":0.20552247554307904,"score_spread":0.18896599474273593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W807029506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96459454,0.00015260695,0.0000022300032,0.0000877958,0.000084316576,0.0003637939,0.00005100991,0.000012685692,0.034651022],"genre_scores_gemma":[0.96648365,0.000121155055,0.0000142057215,0.000115487084,0.00004639651,4.959045e-7,0.00007668426,0.000022825492,0.033119112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986355,0.000084809224,0.0001500981,0.00043874592,0.0003706956,0.0003201858],"domain_scores_gemma":[0.9994402,0.00009135287,0.00013535217,0.00016846677,0.000008331153,0.0001563254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006488586,0.00031173558,0.0004462829,0.000095880256,0.00020492128,0.00003663598,0.00015455409,0.00019633764,0.0014423414],"category_scores_gemma":[0.000006022286,0.00028117158,0.00005817877,0.00016211896,0.000105459534,0.00017724461,0.00012586566,0.0005444452,0.0000027256197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016327338,0.00050839543,0.95259464,0.00020149008,0.00011341202,0.0005599421,0.0009315972,9.1820164e-7,0.000048872243,0.0003269759,0.00014582831,0.044404633],"study_design_scores_gemma":[0.0011603293,0.000120019315,0.9743028,0.00019618859,0.00030702443,0.000016601874,0.021548018,0.000047978327,0.00008175764,0.00043297617,0.0015000438,0.00028625844],"about_ca_topic_score_codex":0.0736761,"about_ca_topic_score_gemma":0.7338647,"teacher_disagreement_score":0.6601886,"about_ca_system_score_codex":0.0015191397,"about_ca_system_score_gemma":0.000326078,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W807098747","doi":"","title":"Implementing a long-term home visiting program for vulnerable, young mothers within a community: Perspectives from healthcare and social service providers","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Healthcare service; Service provider; Service (business); Nursing; Social work; Health care; Business; Public relations; Medicine; Political science; Marketing","score_opus":0.024742467314724514,"score_gpt":0.2953934641575209,"score_spread":0.27065099684279637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W807098747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90603447,0.0001868836,0.00019862663,0.001389967,0.00072341383,0.003270307,0.00038611595,0.00047622787,0.08733401],"genre_scores_gemma":[0.90925866,0.000032040243,0.0019073408,0.00038531813,0.00062766933,0.00006578111,0.0021947718,0.00017177047,0.08535664],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99641335,0.0012031114,0.00035393352,0.00066270505,0.00047165412,0.0008952482],"domain_scores_gemma":[0.9980504,0.00036534027,0.00066426484,0.00024888894,0.00049039134,0.00018073621],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010035483,0.00044724176,0.0005807734,0.00020994074,0.004881638,0.00051823934,0.00071703084,0.00051484606,0.0024293493],"category_scores_gemma":[0.00006360877,0.0005609948,0.00017401722,0.00055359903,0.00020672503,0.0005976261,0.0001817974,0.0009689552,0.0000038779076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000419263,0.00015844799,0.03244437,0.0018384851,0.0004475456,0.000024931856,0.63877267,0.0000024135516,0.000053542724,0.005748702,0.00017295209,0.3199167],"study_design_scores_gemma":[0.0013158693,0.00014287984,0.0075109536,0.0004013216,0.0002771137,7.68062e-7,0.958699,0.00006762011,0.000012903416,0.00047854584,0.030375415,0.00071763253],"about_ca_topic_score_codex":0.04041927,"about_ca_topic_score_gemma":0.48453456,"teacher_disagreement_score":0.44411528,"about_ca_system_score_codex":0.00056958,"about_ca_system_score_gemma":0.0004794168,"threshold_uncertainty_score":0.99968415},"labels":[],"label_agreement":null},{"id":"W808609968","doi":"","title":"Hope Conceptualized: An Analysis of Settlement Workers' Understandings of Hope","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Sociology; Epistemology; Philosophy; Computer science","score_opus":0.019337754251876803,"score_gpt":0.26631640864552686,"score_spread":0.24697865439365005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W808609968","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16020566,0.00030517427,0.00057518226,0.0000282914,0.00060607283,0.00049502024,0.0001887363,0.000057142996,0.8375387],"genre_scores_gemma":[0.32775408,0.0000847539,0.0004028626,0.000049888888,0.000032011485,0.000002297807,0.0012882983,0.000059815848,0.670326],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99763453,0.0002684967,0.0005538419,0.00071472646,0.00039045236,0.00043796503],"domain_scores_gemma":[0.99796957,0.00009891495,0.00082996633,0.0006588897,0.00025823465,0.00018444593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014516608,0.00044409095,0.0010471973,0.00093281077,0.000102477294,0.000039397673,0.0006768635,0.00052102114,0.32390267],"category_scores_gemma":[0.000006608107,0.00049702014,0.00049427396,0.0016945361,0.00020388246,0.00026464966,0.00007591434,0.0003117816,0.00007607919],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007715093,0.002716735,0.057680916,0.0016050271,0.050745174,0.00045163147,0.25215828,0.0026892324,0.0025066948,0.08477445,0.02021619,0.51674056],"study_design_scores_gemma":[0.005461576,0.0010016158,0.023406733,0.000574977,0.014852054,0.0000019668419,0.78868866,0.00048320094,0.0009569248,0.00024242047,0.16255528,0.0017746084],"about_ca_topic_score_codex":0.0015107598,"about_ca_topic_score_gemma":0.001644089,"teacher_disagreement_score":0.5365304,"about_ca_system_score_codex":0.0001973446,"about_ca_system_score_gemma":0.000097273376,"threshold_uncertainty_score":0.9997482},"labels":[],"label_agreement":null},{"id":"W809545265","doi":"","title":"DownScaling the Great Lakes: Techniques for Adaptive Policy","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Strong","keywords":"Downscaling; Environmental science; Environmental resource management; Computer science; Climate change; Oceanography; Geology","score_opus":0.022901130898816624,"score_gpt":0.25827157102839127,"score_spread":0.23537044012957464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W809545265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008685131,0.00012785236,0.0016567857,0.00093472993,0.00032339658,0.0016063361,0.00005914286,0.0002768536,0.9941464],"genre_scores_gemma":[0.0377381,0.000050262475,0.0006339389,0.0001232472,0.00084140094,0.000019765654,0.00012097634,0.00005583116,0.9604165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818295,0.00023839506,0.00017642723,0.00038418017,0.000395585,0.00062247127],"domain_scores_gemma":[0.99916995,0.00010518867,0.0001877313,0.0002718671,0.00012499776,0.0001402937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032616823,0.000309024,0.00027505305,0.00025638612,0.001215668,0.00019583144,0.0009219629,0.00031718856,0.01220539],"category_scores_gemma":[0.000019669838,0.00027269608,0.0002731509,0.0005967537,0.00023480221,0.00028916297,0.00006249914,0.0002771386,0.00004756515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004643158,0.00007669436,0.0003253639,0.00020928618,0.000358583,0.000016949558,0.074911825,0.000013360196,0.00004723452,0.13159981,0.0021710356,0.78980553],"study_design_scores_gemma":[0.00023070608,0.000047501955,0.0002807762,0.000102819846,0.0002260843,3.067495e-7,0.035973355,0.0000049434634,0.00011320408,0.0005126052,0.9621963,0.00031138895],"about_ca_topic_score_codex":0.0054245912,"about_ca_topic_score_gemma":0.03281731,"teacher_disagreement_score":0.96002525,"about_ca_system_score_codex":0.0005043978,"about_ca_system_score_gemma":0.00023864549,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W809697800","doi":"","title":"LAUGHING IN CIRCLES: EXPLORING THE RELATIONSHIP BETWEEN POLITICALLY CORRECT DISCOURSES AND STAND-UP COMEDY IN TORONTO","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Comedy; Gender studies; Sociology; Aesthetics; Media studies; Art; Literature","score_opus":0.08660105297925305,"score_gpt":0.2868283570866279,"score_spread":0.20022730410737485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W809697800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36707753,0.0012293453,0.0000073533934,0.00015851183,0.0004373937,0.00027970693,0.00005348857,0.000046819143,0.6307098],"genre_scores_gemma":[0.7892578,0.00007740713,0.000012165069,0.000014358656,0.00016826794,0.000006891087,0.00016133214,0.000030398032,0.21027136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99854153,0.0002909871,0.00030360316,0.00027050773,0.00021624654,0.00037715095],"domain_scores_gemma":[0.99859315,0.00074343994,0.00016397375,0.00036086637,0.000055434946,0.000083123065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022505404,0.00027377383,0.00033824772,0.000167566,0.00034346106,0.00027939433,0.00048250225,0.00011532194,0.009561662],"category_scores_gemma":[0.000049062834,0.00024615342,0.000067678564,0.00010864971,0.000219185,0.0013290427,0.000108878354,0.0005263895,0.000015496464],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108889086,0.00008034797,0.109739944,0.0002952917,0.00008053162,0.00002049433,0.25966346,0.0000042539527,0.000005495913,0.59013444,0.00014147883,0.039725352],"study_design_scores_gemma":[0.0005041023,0.000023775921,0.26151213,0.0005618748,0.00009875206,7.156724e-7,0.6921765,0.0000025398692,0.0000046106857,0.00091215025,0.043866955,0.0003358895],"about_ca_topic_score_codex":0.009621512,"about_ca_topic_score_gemma":0.35481948,"teacher_disagreement_score":0.5892223,"about_ca_system_score_codex":0.00042055835,"about_ca_system_score_gemma":0.000114027855,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W809810034","doi":"","title":"An Examination of the Link Between Social Roles and Dental Health: A Study Among Three Ontario Iroquoian Populations","year":2001,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Link (geometry); Dental health; Geography; Genealogy; Medicine; Dentistry; History; Computer science","score_opus":0.11557467057774529,"score_gpt":0.3716987195387247,"score_spread":0.2561240489609794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W809810034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93822515,0.000042929598,0.00002683683,0.0003716511,0.00059808063,0.002366567,0.0001643908,0.0000666533,0.058137763],"genre_scores_gemma":[0.87897986,0.000008314978,0.00009026621,0.00004840562,0.00043979168,0.000010229594,0.0008169344,0.000040002175,0.119566195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967506,0.00107911,0.00071922253,0.0004988653,0.0004729342,0.00047930382],"domain_scores_gemma":[0.99807715,0.00009359496,0.0010409668,0.00035676366,0.00021905462,0.00021249402],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043396853,0.0003291609,0.00059076486,0.00031516558,0.0031770254,0.000026614929,0.00047028114,0.0006236105,0.008544178],"category_scores_gemma":[0.00001999605,0.00033184644,0.00012961241,0.0006032879,0.00010780354,0.0003934474,0.0001560734,0.0013067665,0.000012822295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007409265,0.0001148286,0.82515925,0.00027809097,0.000071982875,0.0000035701646,0.073194034,0.000007780944,8.203999e-7,0.0015568888,0.000079316975,0.099459365],"study_design_scores_gemma":[0.001091846,0.0002358698,0.8944911,0.00028814236,0.00023213353,2.385963e-7,0.09344664,0.000032488206,4.274397e-7,0.0003006437,0.0096518835,0.00022863406],"about_ca_topic_score_codex":0.075418934,"about_ca_topic_score_gemma":0.96073157,"teacher_disagreement_score":0.8853126,"about_ca_system_score_codex":0.0008442459,"about_ca_system_score_gemma":0.0006950118,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W810803440","doi":"","title":"Contextual determinants of chronic diseases: cardiovascular disease and cancer","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Disease; Medicine; Internal medicine","score_opus":0.007945838776280635,"score_gpt":0.21712175852467877,"score_spread":0.20917591974839814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W810803440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78951263,0.06365694,0.00003877629,0.0000576548,0.0011987697,0.0015057522,0.00033005202,0.00011599243,0.14358346],"genre_scores_gemma":[0.5574571,0.003337445,0.000012827861,0.000026840033,0.00016474248,0.0000030135416,0.00028012673,0.00005478664,0.43866313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987014,0.00007044488,0.00020477959,0.0004636165,0.0003092119,0.00025054466],"domain_scores_gemma":[0.99897665,0.000023737724,0.00016553274,0.000350569,0.0001213462,0.00036218876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004472773,0.00030282748,0.0006995858,0.0001701317,0.00007543463,0.000011663538,0.00013563929,0.00029687193,0.008250965],"category_scores_gemma":[0.000016215607,0.00027992026,0.0004590963,0.00021239615,0.00013583266,0.00006896532,0.000047110192,0.00021120335,0.000010887441],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023929563,0.00013087036,0.035402145,0.003987294,0.0033194153,0.00076454476,0.00021106894,0.000023965387,0.00016071287,0.000036272202,0.0005012042,0.95306957],"study_design_scores_gemma":[0.010699957,0.0006611978,0.20599777,0.0062261685,0.025009139,0.00002279874,0.002943785,0.0011782588,0.00054820906,0.000018095121,0.7455913,0.0011033539],"about_ca_topic_score_codex":0.00036482094,"about_ca_topic_score_gemma":0.00032589008,"teacher_disagreement_score":0.9519662,"about_ca_system_score_codex":0.00015489601,"about_ca_system_score_gemma":0.0003836073,"threshold_uncertainty_score":0.9999653},"labels":[],"label_agreement":null},{"id":"W813156262","doi":"","title":"Understanding Determinants of Home Dialysis Use in Canada: A Mixed-Methods Study","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimethodology; Dialysis; Medicine; Sociology; Internal medicine; Social science","score_opus":0.04103563817047819,"score_gpt":0.26925477197348513,"score_spread":0.22821913380300693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W813156262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9263928,0.00006458446,0.00012687212,0.000009151648,0.00039827442,0.0009440189,0.000025181838,0.000015475656,0.07202363],"genre_scores_gemma":[0.7795293,0.000044579923,0.0003496824,0.00002023065,0.000021274136,0.0000037771317,0.000100711106,0.00003675104,0.2198937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795735,0.00031175604,0.0004533582,0.0004976595,0.00046190622,0.00031797178],"domain_scores_gemma":[0.9988533,0.00011513694,0.0003534935,0.00038305402,0.00010303607,0.00019197959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017495808,0.00033636577,0.0010012052,0.0006606364,0.000055006574,0.00003672044,0.00023902048,0.00013345,0.013260975],"category_scores_gemma":[0.00003708701,0.00032276878,0.00023679536,0.00097551354,0.00002773287,0.00015723407,0.000113009235,0.00022719943,0.0000069794582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013117074,0.0013545294,0.6399956,0.0017679152,0.002256074,0.0027399904,0.0023454265,0.0001558385,0.00023280273,0.00022176452,0.001384286,0.34623408],"study_design_scores_gemma":[0.0039166952,0.00030932704,0.81355363,0.0010299187,0.0041389987,0.0000015778771,0.16928077,0.0005552864,0.0002696819,0.00003119903,0.0062317327,0.0006811678],"about_ca_topic_score_codex":0.58962315,"about_ca_topic_score_gemma":0.9650968,"teacher_disagreement_score":0.37547362,"about_ca_system_score_codex":0.0016106161,"about_ca_system_score_gemma":0.0007395354,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W813184664","doi":"","title":"METAL ION SEPARATION USING ELECTRICALLY SWITCHED ION EXCHANGE","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Defense; McMaster University","keywords":"Ion exchange; Materials science; Ion; Separation (statistics); Chemistry; Computer science; Organic chemistry","score_opus":0.016336611043343028,"score_gpt":0.23999229157781898,"score_spread":0.22365568053447596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W813184664","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39396685,0.0007808051,0.005863974,0.000018567654,0.0019043492,0.00037804915,0.000033515145,0.00048323008,0.5965707],"genre_scores_gemma":[0.33327407,0.00024729644,0.0009098817,0.000014386223,0.00042214268,0.0000024316123,0.0011233066,0.0001369618,0.66386956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987813,0.00005756583,0.00023930467,0.00033187348,0.0002928356,0.00029711644],"domain_scores_gemma":[0.99930686,0.000019596355,0.00013570831,0.00020176565,0.0002187208,0.0001173362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000078035875,0.00035219794,0.00038240314,0.00043495762,0.00012543956,0.00008716297,0.00020734541,0.00036088267,0.016731966],"category_scores_gemma":[0.0000082388715,0.00041095578,0.00022443237,0.00091230246,0.000009897086,0.00045843664,0.000023517357,0.00038618725,0.0001446042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006540031,0.00027375502,0.00022606913,0.00095978,0.002571639,0.00030828945,0.0037408401,0.12219872,0.3302304,0.0003214121,0.009680903,0.52883416],"study_design_scores_gemma":[0.0015846455,0.0002005228,0.0002452692,0.0004112018,0.0022639309,0.000022409284,0.007014709,0.23732421,0.03294707,0.00015605689,0.71578103,0.0020489579],"about_ca_topic_score_codex":0.0001903013,"about_ca_topic_score_gemma":0.0010476127,"teacher_disagreement_score":0.7061001,"about_ca_system_score_codex":0.0006386691,"about_ca_system_score_gemma":0.000074031,"threshold_uncertainty_score":0.99983424},"labels":[],"label_agreement":null},{"id":"W813322913","doi":"","title":"Probabilistic Graphical Models for Prognosis and Diagnosis of Breast Cancer","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Breast cancer; Medicine; Probabilistic logic; Graphical model; Cancer; Metastasis; Hormone therapy; Clinical trial; Radiation therapy; Oncology; Pathological; Internal medicine; Gynecology; Machine learning; Computer science; Artificial intelligence","score_opus":0.01984147164558499,"score_gpt":0.2278960858686356,"score_spread":0.2080546142230506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W813322913","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030556815,0.00093563047,0.8923346,0.0011518312,0.0009655331,0.0022912414,0.00045133938,0.00038409667,0.07092895],"genre_scores_gemma":[0.9247729,0.0006175656,0.015459172,0.00011264258,0.00011150398,0.00010894197,0.00009180976,0.000065063105,0.058660403],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985819,0.00006292025,0.0002293508,0.00063729426,0.00021017784,0.00027838323],"domain_scores_gemma":[0.9989237,0.00011789263,0.00022872226,0.00027593717,0.00031743423,0.00013628056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009690518,0.00028121663,0.00040948376,0.00017832068,0.00011040819,0.000082804545,0.00070897763,0.00028613998,0.0005308774],"category_scores_gemma":[0.000009815585,0.0002906934,0.00014335761,0.00040558045,0.00007305005,0.0003262049,0.00010947808,0.00018967332,0.0000011707572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017153795,0.00016457969,0.0016931674,0.0014195762,0.00015557907,0.000006057194,0.00076795265,0.0011678991,0.000033704728,0.1715096,0.0004564109,0.8224539],"study_design_scores_gemma":[0.0036685131,0.0009220463,0.008776495,0.004076836,0.0012780874,0.000020540816,0.0009096531,0.8529998,0.001063012,0.10003244,0.023308285,0.0029442897],"about_ca_topic_score_codex":0.00021958305,"about_ca_topic_score_gemma":0.0005494461,"teacher_disagreement_score":0.89421606,"about_ca_system_score_codex":0.000045607398,"about_ca_system_score_gemma":0.00014101656,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W813965440","doi":"","title":"In-Plane Anisotropy of Ultrathin Co/W(110) Films and the Néel Transition in Bilayer Ultrathin CoO/Co/W(110) Films","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario; McMaster University","keywords":"Bilayer; Materials science; Anisotropy; Condensed matter physics; Nanotechnology; Chemistry; Optics; Physics","score_opus":0.010716309847557611,"score_gpt":0.21462842047021546,"score_spread":0.20391211062265785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W813965440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90363806,0.0003416634,0.00010217175,0.00015239937,0.00030883163,0.0008202554,0.00017245387,0.000049701277,0.09441445],"genre_scores_gemma":[0.74595493,0.0007781017,0.0013196768,0.0003185847,0.000067511486,0.000017853554,0.0006113704,0.00007094255,0.25086102],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974234,0.00037847142,0.0006028079,0.0006992318,0.00044890266,0.0004471978],"domain_scores_gemma":[0.9987794,0.0002660636,0.00040990126,0.00029413702,0.00012175265,0.00012872694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004180796,0.00047679688,0.0008360341,0.0002599308,0.00013379095,0.00013658869,0.0006208575,0.00042670208,0.087319955],"category_scores_gemma":[0.00004305562,0.00036727742,0.00014044148,0.000585482,0.0003315393,0.00067998667,0.00003375708,0.0004998415,0.00015462493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050973566,0.00067799585,0.00042216218,0.00243557,0.00011344811,0.00055808155,0.013381525,0.00062502484,0.95981574,0.010881276,0.001753572,0.0042382614],"study_design_scores_gemma":[0.026547961,0.0009996493,0.0063810274,0.0027696658,0.0006564978,0.00012562842,0.06572466,0.0027159988,0.8311076,0.0037151966,0.055684134,0.0035719592],"about_ca_topic_score_codex":0.001508727,"about_ca_topic_score_gemma":0.0013583561,"teacher_disagreement_score":0.15768315,"about_ca_system_score_codex":0.000043757147,"about_ca_system_score_gemma":0.0001289095,"threshold_uncertainty_score":0.9998779},"labels":[],"label_agreement":null},{"id":"W814632228","doi":"10.5281/zenodo.13493517","title":"SEASONAL AND REPRODUCTIVE EFFECTS ON WOUND HEALING IN THE FLIGHT MEMBRANES OF CAPTIVE BIG BROWN BATS (EPTESICUS FUSCUS)","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"Eptesicus fuscus; Biology; Zoology; Aeronautics; Engineering","score_opus":0.01361208866128787,"score_gpt":0.19298977204017645,"score_spread":0.17937768337888857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W814632228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92062074,0.00052323425,1.9640298e-7,0.0006878587,0.00037090795,0.00033573963,0.000019940278,0.000016083084,0.077425316],"genre_scores_gemma":[0.954631,0.00017458475,0.000008021529,0.00017784104,0.00031391633,0.0000040769423,0.00011412288,0.0000018399703,0.04457461],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986054,0.00036732847,0.00014305819,0.0005197702,0.000117254174,0.0002472355],"domain_scores_gemma":[0.9989383,0.0007113432,0.00017717732,0.000073596406,0.00006414333,0.00003542953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022581995,0.0002442439,0.00038775385,0.000035494213,0.00026353737,0.0000148298805,0.00026737916,0.00033557613,0.0010420771],"category_scores_gemma":[0.000056811125,0.00009943423,0.000089100264,0.0003202473,0.00015611721,0.000052610438,0.000054739277,0.00032453856,0.00001004133],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024331424,0.00030085634,0.035311237,0.00051843794,0.0004705787,0.00013708831,0.006053931,0.00001406749,0.013689742,0.0018614447,0.0010146146,0.9381949],"study_design_scores_gemma":[0.00085453386,0.0014083337,0.8692933,0.00035888443,0.00022881573,0.000008732994,0.020309888,0.0000075488842,0.0056013754,0.00053980236,0.100798644,0.0005901414],"about_ca_topic_score_codex":0.00033813543,"about_ca_topic_score_gemma":0.017160444,"teacher_disagreement_score":0.9376047,"about_ca_system_score_codex":0.000031573505,"about_ca_system_score_gemma":0.000011446617,"threshold_uncertainty_score":0.99987113},"labels":[],"label_agreement":null},{"id":"W815918802","doi":"","title":"TRANSIENT ELECTRO-THERMAL ANALYSIS OF TRACTION INVERTERS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Transient (computer programming); Traction (geology); Electrical engineering; Materials science; Automotive engineering; Engineering; Computer science; Mechanical engineering","score_opus":0.005771962728595003,"score_gpt":0.1792058293463253,"score_spread":0.1734338666177303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W815918802","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13627847,0.0011846791,0.0030116348,0.000008787798,0.00084833975,0.0003587539,0.000054453263,0.00025083194,0.85800403],"genre_scores_gemma":[0.78383565,0.000047118225,0.000018199205,0.0000073110073,0.00004345976,0.0000016628518,0.00021270702,0.000044542787,0.21578933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989005,0.000050582807,0.00025878014,0.00024339207,0.00027085794,0.00027591456],"domain_scores_gemma":[0.9994333,0.00001724672,0.00012893994,0.00020398964,0.00010787245,0.00010867778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006991687,0.0002730532,0.00057915563,0.0006716724,0.00003203211,0.000018914694,0.0002336643,0.000288443,0.0053494563],"category_scores_gemma":[0.0000020848427,0.0003172579,0.00033434905,0.0014661807,0.000011248503,0.00015602796,0.00000432861,0.0002695718,0.000013382078],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005401459,0.00012450569,0.0003748672,0.00054549385,0.012989809,0.000092471084,0.0037962485,0.027758563,0.09557591,0.0004268454,0.0044436427,0.8533315],"study_design_scores_gemma":[0.0037160087,0.00046095342,0.0072599705,0.00026251888,0.01782362,0.0000043719333,0.0061506485,0.1293935,0.015445709,0.000019048717,0.8174433,0.002020351],"about_ca_topic_score_codex":0.00021209523,"about_ca_topic_score_gemma":0.0013715993,"teacher_disagreement_score":0.85131115,"about_ca_system_score_codex":0.00027082075,"about_ca_system_score_gemma":0.00007305296,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W816029724","doi":"","title":"Building New Worlds: Gender and Embodied Non-Conformity and Imagining Otherwise in Contemporary Canadian Literatures","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Conformity; Social worlds; Aesthetics; Sociology; Gender studies; Art; Epistemology; Psychology; Social psychology; Social science; Philosophy","score_opus":0.014617505481300041,"score_gpt":0.22278315204213378,"score_spread":0.20816564656083375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W816029724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007953026,0.0012899328,0.000011056427,0.00014313325,0.00033193323,0.00022959079,0.000023819792,0.000023562112,0.98999393],"genre_scores_gemma":[0.1898987,0.00021401109,0.0002217552,0.00029206707,0.00017699273,6.9125804e-7,0.000047619276,0.00002771972,0.8091204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888784,0.0000911103,0.00014862072,0.0003638031,0.00015612812,0.00035248656],"domain_scores_gemma":[0.9991304,0.000038528513,0.00011717628,0.00011340144,0.000046808924,0.00055362994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017420878,0.00019002374,0.00028331456,0.0015833862,0.0006166852,0.0005914359,0.00022455445,0.00030528154,0.006383695],"category_scores_gemma":[0.00002460443,0.00028117606,0.000052372183,0.00040192078,0.0001993222,0.00046958023,0.000025519807,0.00036399707,0.000008660527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002887986,0.000027031638,0.014316889,0.0005785293,0.00017711484,0.00075766037,0.21956405,0.0000064961187,0.00003904883,0.11048673,0.03614835,0.6176093],"study_design_scores_gemma":[0.0005023312,0.000009562885,0.0057922825,0.0001861953,0.000029062234,8.642134e-7,0.015057562,0.0000104318015,0.000001030867,0.00045635542,0.977646,0.00030830994],"about_ca_topic_score_codex":0.9582216,"about_ca_topic_score_gemma":0.99854285,"teacher_disagreement_score":0.9414977,"about_ca_system_score_codex":0.00077021675,"about_ca_system_score_gemma":0.0028252262,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W816466532","doi":"","title":"KNOWING THE VOICE: FAMILIAR TALKERS IN SPEECH PERCEPTION","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Perception; Speech perception; Psychology; Speech recognition; Communication; Audiology; Computer science; Medicine","score_opus":0.019361208153918317,"score_gpt":0.2790450025155103,"score_spread":0.25968379436159195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W816466532","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27272528,0.00009997925,0.000022510741,0.00012314918,0.0010747841,0.00033493564,0.00001195367,0.000036823472,0.7255706],"genre_scores_gemma":[0.17301309,0.00009691275,0.00004145512,0.00009621196,0.00014628816,0.0000040838204,0.00019506535,0.000045825764,0.82636106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979537,0.00045808504,0.00022358823,0.0005876767,0.00024566497,0.0005312568],"domain_scores_gemma":[0.9990684,0.00013594584,0.00013026783,0.00049764913,0.000078342375,0.000089421235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029263855,0.000303659,0.0003284531,0.00034604652,0.00018598005,0.00004733252,0.0007942247,0.0006522666,0.10061814],"category_scores_gemma":[0.00001739617,0.000284011,0.00015766062,0.00062684825,0.00011732211,0.00007629394,0.00009502993,0.0011184881,0.001969839],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008657062,0.0001668045,0.004225469,0.00011555784,0.00023255018,0.00036090382,0.020369265,0.000030123545,0.0017729155,0.0008409344,0.0095029995,0.9615168],"study_design_scores_gemma":[0.0014276879,0.00015969871,0.19344315,0.00013418986,0.00009750203,0.000012225662,0.041973323,0.00012377751,0.000054891778,0.00026626367,0.76181227,0.00049502635],"about_ca_topic_score_codex":0.0023497562,"about_ca_topic_score_gemma":0.011172692,"teacher_disagreement_score":0.9610217,"about_ca_system_score_codex":0.00019285527,"about_ca_system_score_gemma":0.000083490224,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W816473562","doi":"","title":"A CRITICAL ANALYSIS OF ONTARIO’S CROWN WARD REVIEW","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crown (dentistry); Medicine; Dentistry","score_opus":0.03264073087836751,"score_gpt":0.32582466418105593,"score_spread":0.29318393330268844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W816473562","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059088034,0.0020083021,0.0000196832,0.0010749017,0.0038055603,0.0002077564,0.000013207517,0.00003429987,0.99224544],"genre_scores_gemma":[0.005898622,0.00083364034,0.00017989524,0.00019648521,0.00045005884,0.0000014582519,0.00018117463,0.000013739192,0.9922449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982368,0.00046130805,0.00024110472,0.0002663846,0.0004917662,0.0003026645],"domain_scores_gemma":[0.99829787,0.00051598286,0.0003088953,0.00020926728,0.00045997376,0.00020802318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045649294,0.00017266569,0.00052664685,0.0002387274,0.00045299446,0.000044402474,0.00040034752,0.00034946064,0.64911383],"category_scores_gemma":[0.00056547706,0.00020807036,0.0003946012,0.0028412526,0.00013539432,0.00039603628,0.00002625148,0.00037175373,0.00017191688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005091963,0.00085565133,0.02069176,0.0023105529,0.0052480265,0.00003930491,0.19134717,0.0000028287413,0.000014062127,0.16362093,0.14138293,0.4739776],"study_design_scores_gemma":[0.00007121863,0.000009558807,0.008518896,0.00020608169,0.0057512033,5.626603e-8,0.018100813,2.3677391e-7,0.00000227057,0.000038812737,0.9670994,0.00020144782],"about_ca_topic_score_codex":0.055216808,"about_ca_topic_score_gemma":0.5496991,"teacher_disagreement_score":0.8257165,"about_ca_system_score_codex":0.000685024,"about_ca_system_score_gemma":0.001576101,"threshold_uncertainty_score":0.9510746},"labels":[],"label_agreement":null},{"id":"W816911210","doi":"","title":"Development of Applicable Benchmark Experiments for (Th,Pu)O2 Power Reactor Designs Using TSUNAMI Analysis","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benchmark (surveying); Nuclear engineering; Power (physics); Computer science; Engineering; Physics; Geography; Thermodynamics; Cartography","score_opus":0.019931875803154152,"score_gpt":0.21331156657200448,"score_spread":0.19337969076885034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W816911210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5607068,0.00027434385,0.0693081,6.5712396e-7,0.00080795755,0.0010855752,0.000080709804,0.00028748706,0.36744833],"genre_scores_gemma":[0.8595639,0.000034903594,0.06506673,0.000006272757,0.0001274435,0.000022516193,0.0011929644,0.00036968512,0.073615596],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881774,0.000009629203,0.00029372875,0.00028646912,0.00019894236,0.0003934959],"domain_scores_gemma":[0.99937,0.000025244999,0.00013391767,0.0002521964,0.000083545354,0.00013510785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004776475,0.00037917998,0.00053479586,0.0003403262,0.000069933994,0.00003939817,0.00027804915,0.0002431154,0.006592772],"category_scores_gemma":[0.0000022668278,0.00045797764,0.0002408296,0.00067513244,0.000011095253,0.00029501138,0.000038596023,0.00016313297,0.000013783249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022062134,0.00038315798,0.000509087,0.002402946,0.012083703,0.000012332351,0.011766877,0.033601966,0.8304425,0.003056977,0.0011267898,0.10439308],"study_design_scores_gemma":[0.0015127988,0.0000781534,0.0014269252,0.0005107387,0.0024144435,9.3925684e-7,0.0122671975,0.059198316,0.10746008,0.000031434793,0.812506,0.0025929823],"about_ca_topic_score_codex":0.000044415963,"about_ca_topic_score_gemma":0.000026771697,"teacher_disagreement_score":0.8113792,"about_ca_system_score_codex":0.0003299522,"about_ca_system_score_gemma":0.00004656715,"threshold_uncertainty_score":0.9997872},"labels":[],"label_agreement":null},{"id":"W818804147","doi":"","title":"Investigating Diet and Regional Origins in the Smith's Knoll Skeletal Sample, Stoney Creek, Using Stable Isotopes","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Stable isotope ratio; Isotope; Archaeology; Geology; Geography; Chemistry; Nuclear physics; Physics","score_opus":0.021769059167049458,"score_gpt":0.22931281747642593,"score_spread":0.20754375830937646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W818804147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78499067,0.00013791356,0.00012009088,0.000068334215,0.0001377798,0.0003598656,0.000020707363,0.000022495788,0.21414213],"genre_scores_gemma":[0.58183575,0.00014546877,0.009591864,0.00061036163,0.00023221194,0.000009654462,0.0003563337,0.00010791371,0.40711048],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981693,0.0002766543,0.00023765377,0.0004966875,0.00033126445,0.00048844895],"domain_scores_gemma":[0.9991531,0.00018738065,0.00025537633,0.0002842911,0.000015955791,0.000103933635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027541336,0.0002917644,0.00033319707,0.000118756914,0.00034369348,0.00008372177,0.0005650407,0.00025549956,0.04167012],"category_scores_gemma":[0.000041400646,0.0002868853,0.00009194355,0.0007061995,0.0002679767,0.0005100221,0.00022914546,0.00046179062,0.000054928354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111677626,0.00023919299,0.9263181,0.00015971757,0.00019666091,0.00010149979,0.008148536,0.001629642,0.0011784111,0.0015876576,0.0023859828,0.057942916],"study_design_scores_gemma":[0.0007356049,0.00012412331,0.30789316,0.000120300065,0.0003502182,0.000015212545,0.014484616,0.0013566071,0.00004863676,0.0004224939,0.67371315,0.0007359124],"about_ca_topic_score_codex":0.014977357,"about_ca_topic_score_gemma":0.0905448,"teacher_disagreement_score":0.6713271,"about_ca_system_score_codex":0.00050275587,"about_ca_system_score_gemma":0.00006220038,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W819662834","doi":"","title":"COOKING UP A NATION: PERCEPTIONS OF ENGLISH COOKERY, 1830-1930","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Leeds; Danish Cancer Society Research Center; Oxford Brookes University; McMaster University","keywords":"Perception; Psychology; Food science; Mathematics education; Chemistry","score_opus":0.030988598509220276,"score_gpt":0.2644585930076164,"score_spread":0.23346999449839614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W819662834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020280886,0.00006671173,0.000033321125,0.00002159072,0.0026726823,0.00026487943,0.000047918562,0.00011213393,0.97649986],"genre_scores_gemma":[0.095373124,0.00008128839,0.00009243799,0.000021999027,0.0004903847,0.000001035493,0.00019907461,0.000021704554,0.90371895],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983681,0.00024978202,0.00021709375,0.00032941342,0.0005473105,0.00028833203],"domain_scores_gemma":[0.99820334,0.000054911074,0.0003078391,0.00018378941,0.0010617547,0.00018836115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028193276,0.00021125846,0.00032270578,0.00013358248,0.0006023414,0.000044954657,0.00045981858,0.00056638964,0.077229604],"category_scores_gemma":[0.0001338263,0.00027851737,0.000237764,0.000605833,0.00027179948,0.00039144227,0.000032619646,0.00036716866,0.00006216206],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002741961,0.0001880679,0.006536963,0.00032118405,0.00028718452,0.000042671963,0.7591143,0.00006127924,0.00007330455,0.033461295,0.15908623,0.04055334],"study_design_scores_gemma":[0.00033522202,0.000025464898,0.000444375,0.00008786326,0.000106997715,1.07580796e-7,0.25824067,0.0000016323237,0.000010036566,0.000068679845,0.74045485,0.00022406901],"about_ca_topic_score_codex":0.0015953543,"about_ca_topic_score_gemma":0.010247308,"teacher_disagreement_score":0.5813686,"about_ca_system_score_codex":0.0007311219,"about_ca_system_score_gemma":0.00072088867,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W822210394","doi":"","title":"Biomass and Carbon Allocation in Chronosequence of White Pine (Pinus strobus L.) plantations in Southern Ontario, Canada","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Forest ecology and management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronosequence; Biomass (ecology); White (mutation); Forestry; Agroforestry; Pinus <genus>; Geography; Carbon fibers; Environmental science; Ecology; Botany; Biology; Ecological succession; Mathematics","score_opus":0.004961785222997132,"score_gpt":0.1670757043874215,"score_spread":0.16211391916442436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W822210394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79095584,0.000020751515,0.0000084534395,0.00004164835,0.00007783563,0.00022997831,0.000014710579,0.0000056706726,0.20864512],"genre_scores_gemma":[0.745318,0.0000120137265,0.00012574588,0.00001677403,0.0000049784912,0.000002193034,0.00013542424,0.000008582293,0.25437632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991382,0.000041171672,0.00018665356,0.0003021922,0.00013702284,0.00019476729],"domain_scores_gemma":[0.99967074,0.000013060313,0.00014513527,0.00011995697,0.000006889168,0.000044185075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005261647,0.00015914522,0.00018527558,0.00012475142,0.000049817932,0.0000052024616,0.0001847565,0.00012901225,0.019089282],"category_scores_gemma":[0.0000029148725,0.000193817,0.000017564616,0.00028971728,0.00006222328,0.00010393904,0.0000848459,0.00016271193,0.0000052851196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037348867,0.00018755234,0.9389446,0.00021996928,0.0000720878,0.0003570364,0.016123133,0.017672336,0.00071014534,0.0006366645,0.00023887694,0.024464147],"study_design_scores_gemma":[0.0010450075,0.00006821836,0.97709817,0.0001172465,0.0000512918,0.0000019073568,0.010709593,0.0005134385,0.000105218525,0.00005379071,0.0099198315,0.00031626795],"about_ca_topic_score_codex":0.95884264,"about_ca_topic_score_gemma":0.9999308,"teacher_disagreement_score":0.045731194,"about_ca_system_score_codex":0.0013143608,"about_ca_system_score_gemma":0.00018181873,"threshold_uncertainty_score":0.9818074},"labels":[],"label_agreement":null},{"id":"W822402127","doi":"","title":"Effectiveness of video enhancement on e-learning","year":2002,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","score_opus":0.01582509719472065,"score_gpt":0.2395991961740613,"score_spread":0.22377409897934067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W822402127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09096797,0.00003391099,0.00058674713,0.000156464,0.00009858476,0.00012965867,8.325965e-7,0.00005416708,0.9079717],"genre_scores_gemma":[0.69816303,0.000052482188,0.00030006832,0.000012433922,0.0000444463,2.8805917e-7,0.0000010248721,0.000006876426,0.30141935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865186,0.0005758187,0.0000836906,0.00020316587,0.0002511272,0.00023431821],"domain_scores_gemma":[0.9994742,0.00022507204,0.00008062331,0.000090212,0.00005572009,0.00007412069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003069369,0.00009154592,0.00014654797,0.000089973626,0.00027373125,0.000018956807,0.00019983064,0.00007197363,0.08944422],"category_scores_gemma":[0.00005716551,0.00010018178,0.000071668015,0.00044191655,0.00010545738,0.00016533084,0.000050998133,0.00018800718,0.00017555416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012857569,0.00020651639,0.0068435175,0.00008296238,0.000056662382,0.000039383383,0.0024199088,0.0005898189,0.0015589003,0.020589732,0.0001846016,0.9672994],"study_design_scores_gemma":[0.00056646304,0.00023449719,0.000604623,0.0001420687,0.000022074839,1.9492967e-7,0.004828578,0.00013188715,0.0020318034,0.00004936066,0.9912494,0.00013906695],"about_ca_topic_score_codex":0.00015809851,"about_ca_topic_score_gemma":0.00008254437,"teacher_disagreement_score":0.9910648,"about_ca_system_score_codex":0.00011872283,"about_ca_system_score_gemma":0.00003507152,"threshold_uncertainty_score":0.91138816},"labels":[],"label_agreement":null},{"id":"W822952922","doi":"","title":"Healing Through the Holy Spirit","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.027522926495032483,"score_gpt":0.22637188711333903,"score_spread":0.19884896061830654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W822952922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013497472,0.0012253311,0.00003886408,0.001288114,0.00091779436,0.00021974345,0.000034578814,0.000082135986,0.99484366],"genre_scores_gemma":[0.020810252,0.000242086,0.00004492574,0.001558749,0.0010070193,0.000001910522,0.00014445135,0.000033487217,0.9761571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989711,0.000049145925,0.00019549615,0.00030059088,0.00021531465,0.00026832023],"domain_scores_gemma":[0.99942553,0.00004803903,0.00017403175,0.00017922955,0.00013306786,0.000040113006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040961233,0.00025849632,0.00024413574,0.00007584066,0.0007437712,0.00025965544,0.00038028185,0.00013190614,0.27072662],"category_scores_gemma":[0.0000064099368,0.0001968641,0.00020631199,0.00013385774,0.00012650107,0.00034405856,0.00005874701,0.00036365382,0.00028862772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019937461,0.000069449066,0.000018701669,0.00013446959,0.00028060933,0.000015179792,0.060476568,0.000022661174,0.000013165274,0.3768774,0.08485909,0.47703332],"study_design_scores_gemma":[0.00021422988,0.000059901286,0.00010938717,0.00010313769,0.00011285001,4.6654512e-7,0.052899387,0.0000324747,0.000013375938,0.00030382688,0.94591635,0.00023459423],"about_ca_topic_score_codex":0.0011914195,"about_ca_topic_score_gemma":0.018966727,"teacher_disagreement_score":0.8610573,"about_ca_system_score_codex":0.00009424437,"about_ca_system_score_gemma":0.000028025846,"threshold_uncertainty_score":0.99893457},"labels":[],"label_agreement":null},{"id":"W823451957","doi":"","title":"POST-MODIFICATION OF THERMOSENSITIVE MICROGELS IN BLEACH","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Bleach; Polymer science; Chemistry; Organic chemistry","score_opus":0.011744402627169094,"score_gpt":0.2135838309018419,"score_spread":0.20183942827467283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823451957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.831952,0.00039010847,0.000085961925,0.000046842648,0.00006224442,0.00062167767,0.000082656225,0.000016017333,0.1667425],"genre_scores_gemma":[0.69192874,0.00014336348,0.00032145562,0.000043093794,0.00004274738,0.000011190107,0.0011801474,0.000051098592,0.3062782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987021,0.00012581484,0.0002742383,0.00052708987,0.00013417559,0.00023659313],"domain_scores_gemma":[0.9989168,0.000013782609,0.00027806844,0.00045402517,0.00027367508,0.00006362614],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000076308716,0.0002739155,0.00029316402,0.00016493569,0.000056264947,0.00001771487,0.0003927571,0.00047314944,0.0033519787],"category_scores_gemma":[0.000026081385,0.00030694943,0.00013863062,0.00023935425,0.000078236386,0.0000123093505,0.00007200642,0.00017731814,0.000076630095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020661952,0.000115273935,0.00031959757,0.00008846429,0.000105466635,0.0000039512643,0.0004954671,0.00001937339,0.8903274,0.00013494909,0.00013528064,0.108048156],"study_design_scores_gemma":[0.00062561803,0.00012550199,0.006059075,0.00012734423,0.000109917404,0.000003896604,0.0053969696,0.000044243017,0.9043067,0.00002782724,0.08267985,0.0004930356],"about_ca_topic_score_codex":0.0006803693,"about_ca_topic_score_gemma":0.001347038,"teacher_disagreement_score":0.14002326,"about_ca_system_score_codex":0.00007215287,"about_ca_system_score_gemma":0.0001650381,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W823619389","doi":"","title":"Understanding Operational Stress Injury Support Services from a Veterans Perspective","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.024892320251569566,"score_gpt":0.25417415753457845,"score_spread":0.22928183728300888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823619389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14127696,0.00026830396,0.00043003957,0.00017879899,0.0031732507,0.00063583447,0.00064740865,0.00012770538,0.8532617],"genre_scores_gemma":[0.7289325,0.00009264522,0.00022843848,0.0001175175,0.0009438872,0.0000023878313,0.0063094576,0.00006656433,0.2633066],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985508,0.00006869877,0.00018989311,0.0004555212,0.00044047105,0.00029466941],"domain_scores_gemma":[0.9991676,0.00004333091,0.00015541635,0.00021042154,0.00022082591,0.00020240409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051516,0.00032828026,0.00041465918,0.000251228,0.00020859703,0.000069406895,0.00014915946,0.00038031908,0.04829146],"category_scores_gemma":[0.000005027225,0.00034397517,0.0002643939,0.00029749508,0.0000460768,0.0003858297,0.000041097697,0.00039255695,0.00013004581],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03379728,0.0025043031,0.43027163,0.005371273,0.013948796,0.0026402369,0.26395082,0.0002295083,0.029920442,0.047774456,0.011119466,0.1584718],"study_design_scores_gemma":[0.006284779,0.00039468138,0.211165,0.0021367318,0.004235998,0.000009473333,0.51118296,0.00020762118,0.0023034338,0.00052519265,0.25984058,0.0017135746],"about_ca_topic_score_codex":0.0010726108,"about_ca_topic_score_gemma":0.0023778542,"teacher_disagreement_score":0.5899551,"about_ca_system_score_codex":0.00086917233,"about_ca_system_score_gemma":0.00024627472,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W823732445","doi":"","title":"Urban Aboriginal Health: Issues, Culturally Appropriate Solutions and the Embodiment of Self-Determination","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; McMaster University","keywords":"Self-determination; Sociology; Psychology; Geography; Gender studies; Political science","score_opus":0.010564269292831949,"score_gpt":0.26508085007888743,"score_spread":0.2545165807860555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823732445","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026612327,0.0018585384,0.000032338125,0.0012234681,0.0012305826,0.0021438755,0.000023039489,0.000102827864,0.96677303],"genre_scores_gemma":[0.005886594,0.01478831,0.0006687701,0.00003359752,0.0003348487,0.000002413126,0.00016179873,0.000018251229,0.9781054],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979895,0.000603502,0.00029091057,0.0003050926,0.000384427,0.00042657537],"domain_scores_gemma":[0.9987037,0.00006898094,0.0005267629,0.00017616799,0.00036919618,0.00015519981],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005135862,0.00020540036,0.00032442182,0.00013306494,0.004242356,0.00008419897,0.00034629193,0.0002503793,0.003970194],"category_scores_gemma":[0.000002189686,0.00015569643,0.00009373494,0.0003367283,0.0002665139,0.00031117108,0.0000030805047,0.00024353595,0.000030412139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006857947,0.00010270691,0.00005431254,0.0003012197,0.00006157507,0.0000012731545,0.5838266,9.072184e-7,0.0000012117546,0.4014679,0.0009981196,0.013115629],"study_design_scores_gemma":[0.0005738539,0.000054810218,0.00039401228,0.00011258288,0.000090072834,6.433728e-7,0.053867023,0.000026175452,0.000010648794,0.00041437702,0.94427735,0.00017843721],"about_ca_topic_score_codex":0.1499879,"about_ca_topic_score_gemma":0.5034773,"teacher_disagreement_score":0.94327927,"about_ca_system_score_codex":0.00045167984,"about_ca_system_score_gemma":0.0058118976,"threshold_uncertainty_score":0.9998242},"labels":[],"label_agreement":null},{"id":"W823862132","doi":"","title":"“Real work for good pay and a community to belong to”: Creating Alternative Workplaces for People with Mental Illness","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Work (physics); Psychology; Mental health; Business; Public relations; Psychiatry; Engineering; Political science; Mechanical engineering","score_opus":0.0289337632899289,"score_gpt":0.2979786082245888,"score_spread":0.2690448449346599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823862132","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7843074,0.000023757217,0.0010577292,0.0034478926,0.00052207086,0.0036021268,0.00012960887,0.00010309091,0.20680629],"genre_scores_gemma":[0.48820448,0.00008616217,0.0033167112,0.00021921613,0.00024268431,0.00010818795,0.00029490644,0.000051743922,0.5074759],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986004,0.00027786082,0.00017513284,0.00032868577,0.00022166863,0.00039623963],"domain_scores_gemma":[0.9985231,0.00048522576,0.00018526097,0.00013811688,0.00041737172,0.00025092522],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036956216,0.00023898041,0.00033772585,0.00016800434,0.0019331529,0.0001554851,0.00036297293,0.00021567581,0.0015305625],"category_scores_gemma":[0.000068319096,0.00022109445,0.000052917265,0.00065756676,0.000052192718,0.00023748612,0.000060956256,0.00031209976,0.0000061142414],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012287888,0.000117589865,0.0049343705,0.00037555202,0.00016628038,0.0000024041808,0.412966,0.000008674463,0.0000150965625,0.01813298,0.00092944957,0.5611228],"study_design_scores_gemma":[0.0008468448,0.0003738509,0.003368027,0.00051909167,0.00004950725,2.228686e-7,0.68231046,0.000012407894,0.00006632879,0.0001449791,0.31186956,0.00043870872],"about_ca_topic_score_codex":0.008341527,"about_ca_topic_score_gemma":0.30788702,"teacher_disagreement_score":0.5606841,"about_ca_system_score_codex":0.00028747093,"about_ca_system_score_gemma":0.00021102674,"threshold_uncertainty_score":0.9993822},"labels":[],"label_agreement":null},{"id":"W825601419","doi":"","title":"The influence of task demands and experience on diagnostic accuracy: Investigating the assumptions of a default interventionist dual systems model","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dual (grammatical number); Task (project management); Computer science; Cognitive psychology; Psychology; Economics; Management; Linguistics; Philosophy","score_opus":0.023389567733921472,"score_gpt":0.2920291562143497,"score_spread":0.26863958848042824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W825601419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832309,0.00039778205,0.00021102889,0.00013988372,0.00015792603,0.00046260035,0.000031706535,0.00002197446,0.015346198],"genre_scores_gemma":[0.95966184,0.00023968953,0.00006311636,0.00004762547,0.000034449782,0.000009819356,0.00005810073,0.000018323417,0.03986705],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985472,0.00014587729,0.0004775222,0.00029798923,0.0003448311,0.00018659006],"domain_scores_gemma":[0.9859291,0.012655174,0.00064312475,0.0003828574,0.0002619184,0.00012783363],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00026782887,0.00021161471,0.00041252087,0.000067652014,0.0002725529,0.000050281156,0.00024952032,0.00019006107,0.00012915717],"category_scores_gemma":[0.018755814,0.00014257256,0.00015576914,0.00024316719,0.00040755406,0.00006835841,0.00008042945,0.00036047798,0.000004577086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003916002,0.0021438005,0.24129188,0.008238983,0.002729287,0.00027456175,0.03788258,0.15483794,0.0039311755,0.085074574,0.004434235,0.455245],"study_design_scores_gemma":[0.010830413,0.0038620958,0.6666355,0.12562245,0.005502953,0.00010206645,0.070043966,0.08790561,0.0016700333,0.001810837,0.024102656,0.0019114215],"about_ca_topic_score_codex":0.00039910624,"about_ca_topic_score_gemma":0.0003817695,"teacher_disagreement_score":0.45333356,"about_ca_system_score_codex":0.000045964967,"about_ca_system_score_gemma":0.00014624817,"threshold_uncertainty_score":0.98950964},"labels":[],"label_agreement":null},{"id":"W826115273","doi":"","title":"Discourses of Bereaved Parents in Social Work","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Work (physics); Social work; Sociology; Gender studies; Psychology; Developmental psychology; Political science; Engineering; Law; Mechanical engineering","score_opus":0.022883291123034503,"score_gpt":0.29383044591720003,"score_spread":0.27094715479416553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W826115273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29994395,0.000071313785,0.00001131622,0.00004460447,0.0011192429,0.00033909964,0.0000477269,0.000026888989,0.69839585],"genre_scores_gemma":[0.43795845,0.000009890226,0.000021175169,0.00003513861,0.000103068836,0.0000026027797,0.00043323415,0.000031869193,0.5614046],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982202,0.00022675295,0.00035761227,0.0004902072,0.00024210537,0.00046309346],"domain_scores_gemma":[0.9991209,0.000045036722,0.00042350104,0.00024936546,0.000050028928,0.00011118864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010077718,0.00032518434,0.00054208544,0.0002762846,0.0001338247,0.000013403412,0.00039270704,0.00042162542,0.054603074],"category_scores_gemma":[0.000003481167,0.0003711124,0.00016961111,0.0006040291,0.000070442475,0.00007920941,0.000052898842,0.00035652213,0.00016087279],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005667555,0.0021367476,0.23372151,0.0021520315,0.00071261177,0.00025529336,0.03549528,0.0000051592347,0.00010198929,0.03430901,0.018112862,0.66732997],"study_design_scores_gemma":[0.0069652577,0.00043997646,0.5231808,0.0013533757,0.00040389464,0.0000018644454,0.10819106,0.0000015509336,0.00025250076,0.00051991455,0.35759842,0.0010914083],"about_ca_topic_score_codex":0.0010584268,"about_ca_topic_score_gemma":0.0055897925,"teacher_disagreement_score":0.66623855,"about_ca_system_score_codex":0.0001898245,"about_ca_system_score_gemma":0.0000789533,"threshold_uncertainty_score":0.99987406},"labels":[],"label_agreement":null},{"id":"W826633772","doi":"","title":"Physical activity in a multi ethnic Canadian population: The association of physical activity with cardiovascular risk factors and exploration of physical activity patterns","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Ethnic group; Association (psychology); Population; Psychology; Gerontology; Medicine; Environmental health; Physical therapy; Sociology; Anthropology; Psychotherapist","score_opus":0.04292288833754476,"score_gpt":0.26852313562801977,"score_spread":0.225600247290475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W826633772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963009,0.000011386062,0.00016222027,0.000074057476,0.000050140276,0.0009462293,0.00022463144,0.000027358994,0.002203109],"genre_scores_gemma":[0.9968031,0.000073143165,0.000010824017,0.0000036690979,0.00013661318,0.0000068588574,0.00012652822,0.000042334952,0.0027969028],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974738,0.0005781565,0.00013222043,0.0006155357,0.0007800597,0.00042024654],"domain_scores_gemma":[0.9981363,0.0003815462,0.00061336294,0.00043849027,0.00018792618,0.00024236742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013856243,0.00046393904,0.0014404808,0.00025493096,0.00020740558,0.000014829093,0.00016124608,0.00033303257,0.0000468846],"category_scores_gemma":[0.00006516728,0.00037315715,0.0005330343,0.0007911233,0.00010472851,0.00079956517,0.000046748162,0.0012376403,0.0000018800056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048588933,0.012086186,0.36328223,0.0024222939,0.0031137252,0.00010710456,0.035943985,0.0018237075,0.005014219,0.00020529435,0.000015336846,0.571127],"study_design_scores_gemma":[0.0020065391,0.00064404035,0.9811722,0.00029062416,0.0009716471,0.0000011762148,0.0016491453,0.0049653547,0.007761748,0.000018095141,0.00016936872,0.00035007022],"about_ca_topic_score_codex":0.20484203,"about_ca_topic_score_gemma":0.27238992,"teacher_disagreement_score":0.61788994,"about_ca_system_score_codex":0.0009976653,"about_ca_system_score_gemma":0.00044545735,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W827820797","doi":"","title":"VARIATIONS IN SENSE OF PLACE ACROSS IMMIGRANT STATUS AND GENDER: RELATIONSHIP TO AIR QUALITY PERCEPTIONS AMONGST WOMEN IN HAMILTON, ONTARIO, CANADA","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Perception; Gender studies; Geography; Quality (philosophy); Psychology; Sociology","score_opus":0.023871529241800707,"score_gpt":0.30309787934421395,"score_spread":0.27922635010241326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W827820797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91279167,0.000011287644,0.00009424239,0.00008832331,0.00036086462,0.0012521197,0.00016500702,0.000023194263,0.08521327],"genre_scores_gemma":[0.69266504,0.000012750081,0.00012210202,0.00014911454,0.000018735036,0.00002460806,0.00026013,0.00002381558,0.30672368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688166,0.0008825385,0.00062226405,0.0005125497,0.00029614396,0.0008048381],"domain_scores_gemma":[0.9983269,0.0005238264,0.0003664324,0.00035444475,0.00013811725,0.00029026016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000748037,0.00029686437,0.0005712328,0.00032908894,0.000409039,0.000011970749,0.00016494739,0.00032652426,0.0069865254],"category_scores_gemma":[0.000099920755,0.00034295578,0.00005109211,0.00064592826,0.00003155378,0.000144198,0.00012487717,0.0008296087,0.00001611724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007278863,0.00012819028,0.719027,0.0015193474,0.000088334964,0.000051640454,0.26836237,0.0009047009,0.000053694934,0.0038162947,0.0017331523,0.0035874094],"study_design_scores_gemma":[0.0013354762,0.00004930492,0.81758213,0.00024533627,0.0000322249,1.2077079e-7,0.118059166,0.000023553546,8.827231e-7,0.0000868249,0.062314037,0.000270958],"about_ca_topic_score_codex":0.96995795,"about_ca_topic_score_gemma":0.9997493,"teacher_disagreement_score":0.22151043,"about_ca_system_score_codex":0.0039372914,"about_ca_system_score_gemma":0.0013902121,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W829641811","doi":"","title":"The role of monocytes, macrophages and the microbiota in age-associated inflammation during the steady state and anti-bacterial immunity","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Pfizer; McMaster University; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University; Pfizer Canada; Lung Health Foundation; Canadian Thoracic Society; University of Pennsylvania","keywords":"Inflammation; Immunology; Immunity; Macrophage; Microbiology; Biology; Immune system; Medicine; Genetics","score_opus":0.005877618839156127,"score_gpt":0.18574667293292113,"score_spread":0.179869054093765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W829641811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819223,0.00026161247,7.9510755e-7,0.000066335626,0.00013100481,0.00047492934,0.00002725418,0.0000170174,0.01709872],"genre_scores_gemma":[0.9460962,0.0007457882,0.0000025772094,0.000013995324,0.000015450998,0.0000015946586,0.000020824436,0.000019171237,0.053084444],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983777,0.00071736035,0.00023631885,0.00027900544,0.00014633767,0.00024331664],"domain_scores_gemma":[0.9988522,0.00045892803,0.00037418972,0.00024976683,0.00003547171,0.000029444489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023768861,0.00022554408,0.00027187204,0.00008465879,0.000511926,0.00018034405,0.00048816792,0.00013057188,0.0003138484],"category_scores_gemma":[0.000120966324,0.00014274722,0.00006210789,0.00031988102,0.00043101888,0.00014535991,0.00017076336,0.00035754152,0.0000031155414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002748983,0.00006585612,0.0018541028,0.0002223748,0.00010017281,0.00003163558,0.011642979,0.000051680432,0.84049,0.0016288738,0.000019062414,0.14114432],"study_design_scores_gemma":[0.01686438,0.00015407901,0.43237495,0.0005697645,0.00019498094,0.000012473387,0.04072629,0.0004475059,0.45463285,0.0017242483,0.05117616,0.0011223278],"about_ca_topic_score_codex":0.00047590924,"about_ca_topic_score_gemma":0.005455535,"teacher_disagreement_score":0.43052086,"about_ca_system_score_codex":0.000048745962,"about_ca_system_score_gemma":0.00003666712,"threshold_uncertainty_score":0.58210623},"labels":[],"label_agreement":null},{"id":"W831572550","doi":"","title":"MUNICIPALITIES AND THE MEGA-EVENT","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mega-; Event (particle physics); Megacity; Geography; Economy; Economics","score_opus":0.024098476160543628,"score_gpt":0.2603064127224734,"score_spread":0.2362079365619298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W831572550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10355282,0.0013823947,0.0000037108348,0.0003393273,0.0008630785,0.00036510415,0.000008610083,0.000059807484,0.89342517],"genre_scores_gemma":[0.27298295,0.00046717844,0.000013725818,0.000064222426,0.00021989271,0.0000012536391,0.000048043854,0.000016452681,0.7261863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985396,0.0002619118,0.00014740146,0.00022063225,0.00037204288,0.0004584134],"domain_scores_gemma":[0.99919194,0.0001263146,0.00019507288,0.0002026366,0.0000721961,0.00021184681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047138054,0.00022574795,0.00031876133,0.00010062902,0.00070264854,0.0000991368,0.0004330774,0.0002771135,0.057913117],"category_scores_gemma":[0.000042011663,0.0001864111,0.00015606909,0.00028984685,0.00035433337,0.00033292023,0.00006811116,0.0002813898,0.00004293525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068351463,0.00006378094,0.0007303287,0.000106461164,0.00022995374,0.000051405943,0.13394266,0.0000024943633,0.000009019959,0.6461819,0.0028572164,0.21514128],"study_design_scores_gemma":[0.00078790047,0.000011699213,0.00094788463,0.000074507654,0.00022111248,0.0000011811472,0.07564875,0.0000017005914,0.00001217237,0.00040038396,0.9216753,0.00021741097],"about_ca_topic_score_codex":0.008649708,"about_ca_topic_score_gemma":0.05256099,"teacher_disagreement_score":0.91881806,"about_ca_system_score_codex":0.00013360113,"about_ca_system_score_gemma":0.00020534631,"threshold_uncertainty_score":0.9979518},"labels":[],"label_agreement":null},{"id":"W831938723","doi":"","title":"DECISION MAKERS’ EXPERIENCES OF COLLABORATING WITH RESEARCH TEAMS ON FEDERALLY FUNDED HEALTH RESEARCH INITIATIVES: AN INTERPRETIVE DESCRIPTIVE QUALITATIVE STUDY","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Descriptive research; Qualitative research; Medical education; Psychology; Knowledge management; Medicine; Sociology; Computer science; Social science","score_opus":0.5722528247744938,"score_gpt":0.6381658408305206,"score_spread":0.06591301605602684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W831938723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.788952,0.000017116015,0.00027911193,0.00031621396,0.00039368053,0.007000692,0.00014005155,0.00006551546,0.20283562],"genre_scores_gemma":[0.8734778,0.000029431443,0.0019765836,0.00051251345,0.00010301735,0.00038735347,0.00009407343,0.00008873852,0.12333047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96038646,0.031456944,0.001451475,0.0014858606,0.0033778967,0.0018413411],"domain_scores_gemma":[0.97770226,0.012650373,0.0015238544,0.0007608404,0.0065675294,0.000795166],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011827655,0.00053709187,0.0010622129,0.0020189225,0.004278012,0.00015217962,0.0013564068,0.00042343794,0.025117641],"category_scores_gemma":[0.002957044,0.00047749095,0.0000693465,0.0054385527,0.0007903731,0.0014652942,0.00035412447,0.003233639,0.0002350855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0031452947,0.0003704794,0.0006293698,0.00036833104,0.00008677544,0.000024363999,0.98150504,0.000005443618,0.00004362093,0.0018856507,0.0024182675,0.009517382],"study_design_scores_gemma":[0.002090433,0.009988404,0.0022175561,0.003197748,0.000013250617,3.4597235e-7,0.97779584,0.00003176619,0.00006986622,0.00019251593,0.004035612,0.00036669226],"about_ca_topic_score_codex":0.009816736,"about_ca_topic_score_gemma":0.0539813,"teacher_disagreement_score":0.08452582,"about_ca_system_score_codex":0.0044212225,"about_ca_system_score_gemma":0.010619462,"threshold_uncertainty_score":0.99976766},"labels":[],"label_agreement":null},{"id":"W833378756","doi":"","title":"Allied Health Professionals and Support Staff Perspectives on Personal Health Record Implementation: A Qualitative Study of Family Health Teams","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health professionals; Qualitative research; Family health; Nursing; Medicine; Psychology; Health care; Sociology; Political science","score_opus":0.07275291131918195,"score_gpt":0.45229062519437824,"score_spread":0.3795377138751963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W833378756","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8352636,0.0067700227,0.00012891294,0.007986009,0.003998677,0.027730584,0.0015759765,0.00042974946,0.11611644],"genre_scores_gemma":[0.49038422,0.0017791585,0.0005259485,0.002719904,0.0006790798,0.00023375676,0.0020503432,0.00031074687,0.50131685],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9830086,0.009929155,0.0023139268,0.0013931222,0.0012307506,0.0021244232],"domain_scores_gemma":[0.9922355,0.0008432418,0.0047195912,0.0005473708,0.0005604985,0.0010938172],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00401345,0.00086921133,0.0023142057,0.00077896554,0.0020774559,0.000019146517,0.0004695314,0.0004946357,0.021191316],"category_scores_gemma":[0.00004355128,0.00088598387,0.00019472846,0.00092274573,0.0000896565,0.00036140106,0.0001590145,0.002296566,0.000085403975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012483391,0.0015995795,0.0029264963,0.0046877908,0.00038244578,0.000005904089,0.80637956,2.987742e-7,0.0000054558895,0.0015813092,0.016620882,0.16456196],"study_design_scores_gemma":[0.0043274057,0.008753637,0.00963429,0.0017621337,0.00004959575,0.0000015536426,0.8944094,0.0000037386578,8.1153877e-7,0.000022119324,0.080535375,0.0004999117],"about_ca_topic_score_codex":0.030328069,"about_ca_topic_score_gemma":0.09168592,"teacher_disagreement_score":0.38520038,"about_ca_system_score_codex":0.00591972,"about_ca_system_score_gemma":0.015436426,"threshold_uncertainty_score":0.9993591},"labels":[],"label_agreement":null},{"id":"W834884505","doi":"","title":"Essays on the Income-Health Gradient in Childhood","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Developmental psychology","score_opus":0.02935157454177581,"score_gpt":0.29606095900366025,"score_spread":0.2667093844618844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W834884505","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08758022,0.0003099528,0.0000029489086,0.0031740367,0.001085164,0.0013596587,0.000034788678,0.00010384819,0.90634936],"genre_scores_gemma":[0.077647954,0.0013102272,0.000015885458,0.0013033871,0.00019383241,0.000030721385,0.00022694364,0.000067307104,0.91920376],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727434,0.0007159118,0.00044393793,0.00050202175,0.00035418454,0.00070962496],"domain_scores_gemma":[0.99862206,0.0003306695,0.00045278991,0.00038615768,0.00008473034,0.000123584],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025091358,0.00040837572,0.0005576291,0.00032820358,0.0015746122,0.000008665264,0.0005115198,0.00034772413,0.031094173],"category_scores_gemma":[0.000036946993,0.00032179066,0.00015579734,0.0006873185,0.00005837278,0.00008800341,0.00014924743,0.0014887692,0.00039922333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012012387,0.0009980684,0.2978687,0.0015959669,0.0006564864,0.0003817386,0.15645713,0.000028190541,0.0000034252712,0.09325433,0.1500082,0.29754654],"study_design_scores_gemma":[0.0016115484,0.00022595587,0.28949034,0.001811939,0.00003970493,6.3045206e-7,0.04823516,0.0000039584875,0.0000029168084,0.00050141686,0.65763235,0.00044405565],"about_ca_topic_score_codex":0.0014078509,"about_ca_topic_score_gemma":0.018421905,"teacher_disagreement_score":0.50762415,"about_ca_system_score_codex":0.0006665073,"about_ca_system_score_gemma":0.0004042969,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W836011343","doi":"","title":"The Effect of Planning and Hand Position on Hand Choice When Reaching","year":2013,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Hemispheric Asymmetry in Neuroscience","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Object (grammar); Task (project management); Psychology; Cognitive psychology; Selection (genetic algorithm); Cognition; Workspace; Communication; Computer science; Social psychology; Artificial intelligence; Neuroscience; Engineering","score_opus":0.015173505237634924,"score_gpt":0.2212858447267345,"score_spread":0.20611233948909957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W836011343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85394686,0.000024542012,0.0008511694,0.00026491733,0.00014688971,0.00032399414,0.0000035213432,0.000037134843,0.14440098],"genre_scores_gemma":[0.9608713,0.0000047925223,0.00007621607,0.0002038507,0.000024838078,0.0000013254663,2.8030777e-7,0.000012720377,0.03880471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986325,0.00030323584,0.00012283881,0.00039669487,0.00025912587,0.00028563055],"domain_scores_gemma":[0.9981623,0.0013535069,0.00012115104,0.00023844517,0.00001960393,0.000104959356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013952653,0.00016260362,0.00015254508,0.000049339775,0.0007280303,0.00023787972,0.00039847393,0.000076869415,0.0008865261],"category_scores_gemma":[0.00035503565,0.00012251633,0.000039966788,0.00032669885,0.0004998392,0.00042410282,0.00018481306,0.00028554347,0.000020545902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001414057,0.000022111486,0.012619347,0.00004522757,0.0000066035373,0.000045878158,0.0006798672,0.0001327479,0.78443736,0.0003570747,0.00043662227,0.20107576],"study_design_scores_gemma":[0.0013761292,0.0010503754,0.007316657,0.00017465926,0.00003302968,0.000035525405,0.00028848727,0.0038914897,0.9066258,0.00010852317,0.07879671,0.00030261083],"about_ca_topic_score_codex":0.000105516774,"about_ca_topic_score_gemma":0.00000665417,"teacher_disagreement_score":0.20077316,"about_ca_system_score_codex":0.000051575862,"about_ca_system_score_gemma":0.000013354282,"threshold_uncertainty_score":0.9706839},"labels":[],"label_agreement":null},{"id":"W836121430","doi":"","title":"Levinas' Platonic Inspiration","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Philosophy; Epistemology; Infinity; Reflexive pronoun; Literature; Art; Mathematics","score_opus":0.03905889558778449,"score_gpt":0.22045629210720977,"score_spread":0.18139739651942527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W836121430","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008685926,0.00023268489,0.000007188758,0.00015128966,0.002428668,0.00040166054,0.000061821076,0.00016088292,0.98786986],"genre_scores_gemma":[0.05241046,0.000059223406,0.000021917353,0.00022689988,0.0010310374,0.0000040253813,0.0008142844,0.00005841454,0.9453737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986198,0.00007492741,0.00025251633,0.00044680748,0.0002897857,0.00031615185],"domain_scores_gemma":[0.9990541,0.000030220253,0.00026446313,0.00029417817,0.00024716984,0.00010991654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000059386304,0.0003702684,0.00035613382,0.00023532326,0.00051460345,0.0003412778,0.00043125308,0.00036808348,0.275519],"category_scores_gemma":[0.000008826784,0.0004055939,0.00023137673,0.00007764425,0.0001534511,0.00066029245,0.000054762382,0.00054895156,0.0017224514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017580487,0.00012503576,0.000019519814,0.00058183534,0.00030377603,0.00006969566,0.04925013,0.0000083762525,0.00011851769,0.8233118,0.012141536,0.11389397],"study_design_scores_gemma":[0.00045630723,0.00008198659,0.000040708157,0.00016365213,0.00016952615,9.2834085e-7,0.013608703,0.000028014945,0.00009132225,0.0037399034,0.9811411,0.00047784823],"about_ca_topic_score_codex":0.00095049373,"about_ca_topic_score_gemma":0.01015777,"teacher_disagreement_score":0.96899956,"about_ca_system_score_codex":0.00013394334,"about_ca_system_score_gemma":0.00012284836,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W837409893","doi":"","title":"Changes to Family Dynamics When Living With Invisible Symptoms of Acquired Brain Injury","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Dynamics (music); Psychology; Acquired brain injury; Physical medicine and rehabilitation; Developmental psychology; Medicine; Neuroscience; Rehabilitation","score_opus":0.022546958909886446,"score_gpt":0.25960148998346455,"score_spread":0.2370545310735781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W837409893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42137566,0.00005835184,0.0011209254,0.0012661805,0.00026921343,0.0015850383,0.000119993805,0.00017748575,0.5740271],"genre_scores_gemma":[0.12978491,0.000013642282,0.0024517486,0.0007410241,0.00013350551,0.000008525056,0.00040960786,0.00016075092,0.8662963],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750143,0.00017357054,0.00031178776,0.000666163,0.000793008,0.00055404863],"domain_scores_gemma":[0.99795663,0.0002941783,0.00029256498,0.00070384325,0.0003837531,0.00036900153],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027511982,0.00046611254,0.00089275907,0.00087233534,0.00010126736,0.000045712688,0.0005780363,0.00044863162,0.014579303],"category_scores_gemma":[0.00012006696,0.00045860073,0.00013962186,0.0009418587,0.00011516742,0.00013722714,0.00017368647,0.0003095586,0.00007895936],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004052748,0.00032582445,0.012565283,0.0043654055,0.0011246746,0.00013337743,0.0064519416,0.000016273825,0.0056349603,0.0017151707,0.010933088,0.95268124],"study_design_scores_gemma":[0.012310093,0.026928883,0.22003686,0.039936643,0.0033466273,0.00007832386,0.11007259,0.0028883182,0.006730816,0.0002648517,0.5723822,0.005023747],"about_ca_topic_score_codex":0.00038761154,"about_ca_topic_score_gemma":0.006792906,"teacher_disagreement_score":0.9476575,"about_ca_system_score_codex":0.00042711824,"about_ca_system_score_gemma":0.00035384754,"threshold_uncertainty_score":0.99978656},"labels":[],"label_agreement":null},{"id":"W838099981","doi":"","title":"Gateways and Gatekeepers: Walking Through International Relations","year":2009,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic geography; Geography","score_opus":0.016503163178958943,"score_gpt":0.25271033132864784,"score_spread":0.2362071681496889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W838099981","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0090295235,0.00012623264,0.000067775254,0.00070605054,0.0011609478,0.00023505781,0.000008247016,0.00013023293,0.98853594],"genre_scores_gemma":[0.01578707,0.0004039886,0.0026013718,0.00014352339,0.00019602335,0.0000011735289,0.0002153466,0.000024077042,0.9806274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987485,0.00011894571,0.0001923368,0.00041644849,0.00023083498,0.00029296556],"domain_scores_gemma":[0.9993704,0.00009338972,0.0002191666,0.00011828532,0.00009978048,0.00009895418],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015856,0.00021322005,0.0002147238,0.00014720586,0.0006131645,0.000174862,0.00045465448,0.00038644293,0.1040188],"category_scores_gemma":[0.0000486311,0.0002851461,0.000088951376,0.00024132176,0.00012441586,0.0006670738,0.000050795643,0.0002982966,0.00030436346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006301579,0.000043254036,0.0028388228,0.000020018284,0.00020099737,0.0000397722,0.074925944,0.000007182428,0.00001577689,0.059572875,0.00584874,0.8564236],"study_design_scores_gemma":[0.00035342158,0.000010398945,0.004635139,0.00009628955,0.00005755617,8.322012e-7,0.08233369,0.00000883113,0.000012528718,0.0035583668,0.90861887,0.00031408505],"about_ca_topic_score_codex":0.00073928124,"about_ca_topic_score_gemma":0.005549067,"teacher_disagreement_score":0.9027701,"about_ca_system_score_codex":0.00062166026,"about_ca_system_score_gemma":0.00027944316,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W838726688","doi":"","title":"Development of an Interfacial Tracer Test for DNAPL Entrapped in Discrete Fractured Rock","year":2004,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Innovation Trust","keywords":"TRACER; Geotechnical engineering; Geology; Petroleum engineering; Mining engineering; Test (biology); Environmental science; Engineering; Nuclear physics; Physics; Paleontology","score_opus":0.010835014434770314,"score_gpt":0.23318263949033172,"score_spread":0.2223476250555614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W838726688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74028563,0.00010769159,0.1678732,0.000029102146,0.00055647845,0.002085992,0.00029459846,0.0002895566,0.08847776],"genre_scores_gemma":[0.826376,0.000010828759,0.07745677,0.000009760136,0.0001101606,0.00003152218,0.0009310433,0.00011199193,0.09496192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991678,0.000013290753,0.00024422328,0.0002548179,0.00010160058,0.00021827396],"domain_scores_gemma":[0.9996139,0.000044931894,0.00008326142,0.00014202809,0.000039719638,0.000076206234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003361093,0.00023887062,0.0003062289,0.000120057746,0.00004908522,0.000017047858,0.00024585152,0.0002175055,0.0020944888],"category_scores_gemma":[0.000008275283,0.00027093219,0.00009237183,0.00026436278,0.0000093539475,0.00011610616,0.000015559843,0.00020829227,0.000008868156],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022868205,0.00030974628,0.000066841334,0.00087885075,0.00013740022,0.000007776486,0.006819414,0.0063226297,0.064172246,0.00075938203,0.00002763141,0.9202694],"study_design_scores_gemma":[0.0055495217,0.0003097591,0.033294234,0.0011112704,0.00035271153,9.017701e-7,0.012688808,0.0077661406,0.19064592,0.0011487607,0.74494284,0.0021891189],"about_ca_topic_score_codex":0.000022874761,"about_ca_topic_score_gemma":0.0012790705,"teacher_disagreement_score":0.9180803,"about_ca_system_score_codex":0.00014136042,"about_ca_system_score_gemma":0.00007199592,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W839060121","doi":"","title":"Health IT procurement: best practices and risk management for personal health record (PHR) implementation","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Vendor; Business; Best practice; Procurement; Certification; Health information technology; Process (computing); Knowledge management; Health care; Process management; Marketing; Computer science; Management","score_opus":0.08156062199097268,"score_gpt":0.40702648648704165,"score_spread":0.32546586449606896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W839060121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058256317,0.0059427754,0.039207287,0.22285229,0.0030336126,0.04307488,0.0008186813,0.0009556658,0.6258585],"genre_scores_gemma":[0.09416855,0.01939047,0.026210867,0.025115069,0.001421115,0.00021684212,0.0003241809,0.00017949179,0.8329734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957759,0.0011806908,0.00073920976,0.0006834933,0.00033440063,0.0012863403],"domain_scores_gemma":[0.9968894,0.00025286223,0.002038429,0.00021633676,0.00014189555,0.00046104772],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017163446,0.00029054642,0.00049824483,0.0002212145,0.001916916,0.00003289827,0.00021557223,0.00013410577,0.006080346],"category_scores_gemma":[0.000033361157,0.000310867,0.000077291996,0.00043055424,0.00003203622,0.00045540478,0.00009281306,0.0005707457,0.000070883834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030609692,0.00011276566,0.02242607,0.0017019514,0.00009946452,0.0000044931203,0.006345737,5.631809e-7,0.0000023483476,0.001975069,0.02497994,0.9420455],"study_design_scores_gemma":[0.0034586815,0.001888028,0.0041122846,0.0004354196,0.000066505294,0.0000032171667,0.046034966,0.00025455595,0.0000012429598,0.0001596886,0.94334143,0.00024395065],"about_ca_topic_score_codex":0.0073126317,"about_ca_topic_score_gemma":0.031637944,"teacher_disagreement_score":0.94180155,"about_ca_system_score_codex":0.0017967159,"about_ca_system_score_gemma":0.0010564795,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W839119268","doi":"","title":"Exact Analysis of Exponential Two-Component System Failure Data","year":2009,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Component (thermodynamics); Exponential function; Computer science; Mathematics; Physics; Mathematical analysis","score_opus":0.010652565491616688,"score_gpt":0.19248167718404985,"score_spread":0.18182911169243315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W839119268","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2303068,0.0004934516,0.08761963,0.00013541551,0.0011458435,0.0006793786,0.00036599455,0.0016202168,0.6776333],"genre_scores_gemma":[0.992245,0.0000054012257,0.0001639684,0.000009013916,0.000059535923,2.3827845e-7,0.000048754267,0.000012259739,0.007455824],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990081,0.00006701297,0.00023045123,0.00027506796,0.00020509919,0.00021423299],"domain_scores_gemma":[0.999166,0.000019051435,0.00007167653,0.0006135026,0.000031959516,0.00009782173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008725842,0.00017235723,0.00039176078,0.00035325767,0.000053634878,0.000033492895,0.00052079454,0.000078287885,0.004375662],"category_scores_gemma":[0.0000021431697,0.00018817793,0.00015666871,0.0010713168,0.000018456114,0.00025912683,0.000066086366,0.0001111131,0.00003327295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004336147,0.00023015655,0.002813227,0.00045663337,0.008619167,0.0004033611,0.000986004,0.31950757,0.08604992,0.004489848,0.003261713,0.5727488],"study_design_scores_gemma":[0.0018224077,0.00006272508,0.0025687502,0.000073807,0.0014486822,0.0000072422017,0.0027859842,0.7480017,0.0010367774,0.0000019174972,0.24179308,0.00039693512],"about_ca_topic_score_codex":0.00014168881,"about_ca_topic_score_gemma":0.0003424786,"teacher_disagreement_score":0.7619382,"about_ca_system_score_codex":0.00012205496,"about_ca_system_score_gemma":0.000009266664,"threshold_uncertainty_score":0.99653447},"labels":[],"label_agreement":null},{"id":"W840188920","doi":"","title":"MONTESSORI METHODS FOR DEMENTIA™ IN ONTARIO LONG-TERM CARE HOMES: STAFF PERCEPTIONS OF FACTORS AFFECTING IMPLEMENTATION","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Term (time); Long-term care; Perception; Nursing; Gerontology; Psychology; Medicine","score_opus":0.04311996908882984,"score_gpt":0.3922930537669593,"score_spread":0.34917308467812946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W840188920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94400865,0.00060032075,0.0023645374,0.000007479516,0.002332939,0.0020631624,0.00011876265,0.000057530026,0.04844662],"genre_scores_gemma":[0.76580805,0.000072309944,0.005015502,0.00000610907,0.0001756141,0.000028544564,0.0077236835,0.000108664375,0.22106154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775964,0.00048402356,0.000540284,0.0004204124,0.00018404839,0.0006115867],"domain_scores_gemma":[0.9983151,0.00033555628,0.0006621655,0.0002512434,0.00031505403,0.00012091224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024703235,0.00036279476,0.0006249781,0.0005086995,0.00046146213,0.000014275693,0.00025294026,0.00050016964,0.037638407],"category_scores_gemma":[0.000017953509,0.00040056257,0.00028615838,0.00040379664,0.000022843937,0.00028884909,0.00006290951,0.00061838975,0.000007897403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028341112,0.00008928641,0.64406914,0.0020490333,0.00019828079,0.000002124059,0.16340184,0.000003627686,0.00048326587,0.00007565904,0.0001842215,0.18916012],"study_design_scores_gemma":[0.0012269063,0.00012039394,0.5536524,0.00039372337,0.00053060695,1.1478129e-7,0.43825835,5.665527e-7,0.00016849347,0.00000734263,0.0054033566,0.00023776911],"about_ca_topic_score_codex":0.05727647,"about_ca_topic_score_gemma":0.7999406,"teacher_disagreement_score":0.7426641,"about_ca_system_score_codex":0.0015472682,"about_ca_system_score_gemma":0.000574833,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W841665802","doi":"","title":"Geoarchaeological Investigations and OSL Dating Evidence in an Archaic and Paleoindian Context at the Helen Blazes Site (8BR27), Brevard County, Florida","year":2012,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Archaeology; Context (archaeology); Geology; Geoarchaeology; History","score_opus":0.04601879210684104,"score_gpt":0.2576594988745805,"score_spread":0.21164070676773947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W841665802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982298,0.002873697,0.00003511175,0.002331272,0.00010577563,0.00027554226,0.00001194283,0.000036722715,0.012031917],"genre_scores_gemma":[0.9742275,0.0005505183,0.00037941252,0.0003816982,0.00010837634,0.0000017277185,0.0000052749924,0.0000056936037,0.024339829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983335,0.00068323046,0.00011334243,0.00026536494,0.0001680669,0.00043648202],"domain_scores_gemma":[0.9989228,0.0005645058,0.00007503756,0.00013544911,0.00003674354,0.0002654561],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065805455,0.00012579985,0.0001504551,0.000081388025,0.0010297291,0.000008592899,0.00025153672,0.00014644639,0.0042016003],"category_scores_gemma":[0.00015491567,0.00010670158,0.000025822133,0.00027990178,0.0033425936,0.0008098182,0.0004532535,0.0003020588,0.000017314906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062390194,0.000011409678,0.8648305,0.000013901483,0.000008615503,0.000021024269,0.04418823,0.0000028220281,0.000103841994,0.005820367,0.00011922382,0.08481769],"study_design_scores_gemma":[0.0006518202,0.00017502076,0.5031824,0.0001525312,0.000048159392,0.000016956868,0.026482083,0.00008515354,0.00002933605,0.00220753,0.46657538,0.0003936173],"about_ca_topic_score_codex":0.0027055643,"about_ca_topic_score_gemma":0.14006986,"teacher_disagreement_score":0.46645615,"about_ca_system_score_codex":0.00016751963,"about_ca_system_score_gemma":0.00007075338,"threshold_uncertainty_score":0.99936974},"labels":[],"label_agreement":null},{"id":"W841823407","doi":"","title":"Mobilizing the Use of Policy-Relevant Documents in Evidence-Informed Health Policymaking: The Development and Contents of an Online Repository of Policy-Relevant Documents Addressing Healthcare Renewal in Canada","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Public relations; Healthcare policy; Political science; Policy development; Public administration; Health policy; Health care reform; Law","score_opus":0.15338644341060073,"score_gpt":0.398655048005386,"score_spread":0.24526860459478525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W841823407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867106,0.0016072408,0.0000015911431,0.00345304,0.00060334546,0.0023715724,0.00018508942,0.000016338177,0.005051181],"genre_scores_gemma":[0.970579,0.0012110904,0.0004666804,0.002788287,0.000151529,0.000020111955,0.0002667291,0.000065386936,0.024451187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941175,0.0014248883,0.0021542676,0.00045193054,0.00078809593,0.0010632926],"domain_scores_gemma":[0.9947501,0.0012928729,0.0026485005,0.000635186,0.00034230863,0.00033105628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066622306,0.00045611107,0.0011747569,0.0007499165,0.0005688656,0.00001556789,0.00072924263,0.00034296562,0.0001407381],"category_scores_gemma":[0.00033781398,0.0003480763,0.000096101976,0.0010359725,0.00012762788,0.00063025666,0.00036634758,0.0010223354,6.789058e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0028168093,0.0003671937,0.59491104,0.016410533,0.00033398764,0.00005090107,0.119976185,0.000107692606,0.00026234266,0.0011206487,0.00087640295,0.26276624],"study_design_scores_gemma":[0.0039107073,0.00028043645,0.7701703,0.017573858,0.00010146588,0.0000060807965,0.14406627,0.00004998948,0.00030002065,0.00006136479,0.062870175,0.00060935575],"about_ca_topic_score_codex":0.96866024,"about_ca_topic_score_gemma":0.9922346,"teacher_disagreement_score":0.2621569,"about_ca_system_score_codex":0.008215908,"about_ca_system_score_gemma":0.0401183,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W841983996","doi":"","title":"Getting Ahead or Just Enough To Get By? The Limits of Social Capital in an Asset Based Community Development Model","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Asset (computer security); Development (topology); Financial economics; Community development; Economics; Computer science; Economic growth; Sociology; Social science; Mathematics; Computer security","score_opus":0.07517843381555736,"score_gpt":0.25833032365152425,"score_spread":0.1831518898359669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W841983996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.867241,0.000038849244,0.00016295454,0.00025468878,0.00012389245,0.0004346908,0.00017411736,0.000026730158,0.13154304],"genre_scores_gemma":[0.81866246,0.000008664964,0.0012385236,0.0001992884,0.00002355459,0.0000065804147,0.0008834775,0.000046145804,0.17893131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984824,0.00019265832,0.00055829535,0.00027213214,0.00009919482,0.00039533092],"domain_scores_gemma":[0.99885935,0.00012496502,0.00047339173,0.00032997385,0.00010085343,0.00011149606],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004892727,0.0003266399,0.00060599437,0.0003469417,0.00065594225,0.00012327853,0.0010596368,0.0003517759,0.0075483387],"category_scores_gemma":[0.000052782707,0.00035271584,0.000114513554,0.000578209,0.000049542614,0.00039122248,0.00014829723,0.0007920653,0.000071832765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001252009,0.0024180757,0.018654242,0.0009813239,0.0005983168,0.000024535377,0.65573907,0.0015982043,0.00047290046,0.021325395,0.009366586,0.28756934],"study_design_scores_gemma":[0.0069042626,0.0007562183,0.29277128,0.0006750155,0.00016053073,0.0000014982124,0.41657525,0.010343253,0.0018340355,0.0019833397,0.26318476,0.004810557],"about_ca_topic_score_codex":0.0026792197,"about_ca_topic_score_gemma":0.03533162,"teacher_disagreement_score":0.2827588,"about_ca_system_score_codex":0.000532112,"about_ca_system_score_gemma":0.00036074698,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W841994648","doi":"","title":"LIKELIHOOD-BASED INFERENTIAL METHODS FOR SOME FLEXIBLE CURE RATE MODELS","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Statistics; Maximum likelihood; Econometrics; Computer science; Mathematics","score_opus":0.06769496850596923,"score_gpt":0.3286094080807715,"score_spread":0.26091443957480226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W841994648","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008758443,0.00015846408,0.84406924,0.00007505544,0.0016501985,0.000583282,0.000059057093,0.00017595296,0.15314114],"genre_scores_gemma":[0.0025998275,0.000018732835,0.09728838,0.00014014459,0.00030374498,0.000012376785,0.00034704892,0.00009461664,0.89919513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966672,0.0005339864,0.0005896661,0.0010524383,0.0005744652,0.00058225286],"domain_scores_gemma":[0.99637026,0.001572065,0.00047480635,0.0007561956,0.00055662193,0.00027006897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017075698,0.0005378021,0.00083947217,0.0006457798,0.000280326,0.00030837423,0.0015464308,0.0005485759,0.015409223],"category_scores_gemma":[0.0005027425,0.0004884698,0.00051553093,0.00085618073,0.00006791648,0.00053491315,0.00010263326,0.00041350708,0.00012909713],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075946597,0.00009722444,0.000012080725,0.00028536926,0.00014822063,0.00001551958,0.00021091971,0.1097952,0.00035220705,0.043550774,0.009489942,0.8352831],"study_design_scores_gemma":[0.0015039867,0.00016715773,0.000025454596,0.00016003884,0.00027853952,7.88939e-7,0.00051354634,0.2688045,0.0014404098,0.06949336,0.6568602,0.00075208757],"about_ca_topic_score_codex":0.00002493689,"about_ca_topic_score_gemma":0.000076002456,"teacher_disagreement_score":0.834531,"about_ca_system_score_codex":0.000149505,"about_ca_system_score_gemma":0.00047817623,"threshold_uncertainty_score":0.9997567},"labels":[],"label_agreement":null},{"id":"W843309327","doi":"","title":"Analytical Modelling of Isotype Heterojunctions","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Isotype; Immunology; Biology; Antibody","score_opus":0.022929441318549956,"score_gpt":0.22284209741411057,"score_spread":0.1999126560955606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W843309327","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30630422,0.00009083317,0.0016613418,0.0000065048725,0.00047814116,0.00016239664,0.00005526916,0.000027004004,0.6912143],"genre_scores_gemma":[0.5101889,0.0000066795037,0.00027941877,0.00000790175,0.000156734,6.4510783e-7,0.00033967223,0.00002920732,0.48899087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907136,0.000029167835,0.00021197487,0.00031719217,0.00015688775,0.00021339973],"domain_scores_gemma":[0.9993001,0.000029669483,0.00022725739,0.00022593846,0.00012757785,0.0000894385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000017370208,0.0002515898,0.0003501667,0.00014692408,0.000087039705,0.00003722554,0.0002578653,0.00014947625,0.17580453],"category_scores_gemma":[7.369922e-7,0.00025588882,0.00023889414,0.000265184,0.000035615503,0.00017518633,0.000036337744,0.000263818,0.000072727125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093755056,0.000697691,0.039673336,0.0013033503,0.0045883744,0.00003871981,0.0046182084,0.023919003,0.003461456,0.36532232,0.01267675,0.54276323],"study_design_scores_gemma":[0.0034006485,0.00040690255,0.0028207893,0.00087366963,0.0026444749,0.0000029984167,0.052206915,0.097981684,0.007512516,0.014506545,0.8145293,0.0031135594],"about_ca_topic_score_codex":0.00089157384,"about_ca_topic_score_gemma":0.000040573203,"teacher_disagreement_score":0.8018525,"about_ca_system_score_codex":0.000026191306,"about_ca_system_score_gemma":0.00006251294,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W843466334","doi":"","title":"THE INFLUENCE OF SURFACE MINING ON RUNOFF TIMING AND FLOW PATHWAYS IN ELK VALLEY, BRITISH COLUMBIA","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Resources and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surface runoff; Surface mining; Geography; Flow (mathematics); Environmental science; Hydrology (agriculture); Geology; Archaeology; Ecology; Geotechnical engineering; Biology; Mathematics; Coal mining","score_opus":0.007771033564796175,"score_gpt":0.16478874786246725,"score_spread":0.15701771429767108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W843466334","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83406454,0.00003760115,0.0000020290768,0.000010388525,0.000050072107,0.00028009427,0.000006449424,0.0000128848105,0.16553596],"genre_scores_gemma":[0.41044828,0.00016346402,0.00032327027,0.000031863732,0.0000073594015,0.0000015735457,0.000019562622,0.00002215963,0.58898246],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988945,0.00005990331,0.00017571023,0.00036151416,0.00024743768,0.0002609085],"domain_scores_gemma":[0.99954426,0.00004654738,0.00015103118,0.00018534539,0.0000096353615,0.00006319267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009948305,0.0001462782,0.00019095227,0.000022487728,0.00019417315,0.00019324794,0.0003719212,0.000112062335,0.011412088],"category_scores_gemma":[0.0000071324544,0.00018296597,0.000046383448,0.00020506159,0.00009464803,0.00016596523,0.00024595877,0.00015706218,0.000035881825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001190062,0.00011308566,0.059327506,0.0002324824,0.000079812045,0.00021191889,0.006424824,0.050554022,0.0011174217,0.000030856234,0.0037615146,0.87802756],"study_design_scores_gemma":[0.0014455182,0.00027471466,0.5702698,0.0010690223,0.00009391468,0.0000044661383,0.021142201,0.0033325066,0.00014264074,0.00010400883,0.40130034,0.0008208455],"about_ca_topic_score_codex":0.02972086,"about_ca_topic_score_gemma":0.1606886,"teacher_disagreement_score":0.8772067,"about_ca_system_score_codex":0.00011504617,"about_ca_system_score_gemma":0.000007977575,"threshold_uncertainty_score":0.98949164},"labels":[],"label_agreement":null},{"id":"W846164694","doi":"","title":"Eukaryotic and Prokaryotic Sources of Colonic Hydrogen Sulfide Synthesis","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Foundation of Canada; Crohn's and Colitis Foundation","keywords":"Hydrogen sulfide; Computational biology; Chemistry; Biology; Sulfur; Organic chemistry","score_opus":0.009520582301477095,"score_gpt":0.2049225123299062,"score_spread":0.1954019300284291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W846164694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128259,0.0029334936,0.000013221323,0.000015506637,0.00025441416,0.0002687742,0.000034215693,0.000018329283,0.083636194],"genre_scores_gemma":[0.825972,0.0002891332,0.00021587398,0.00002050349,0.00013319717,0.0000035089365,0.00024163419,0.000048563565,0.17307554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986481,0.00015903526,0.0002287205,0.00049174,0.00012588069,0.00034649685],"domain_scores_gemma":[0.9990943,0.00006390376,0.00028564216,0.00035294113,0.00008818935,0.00011504577],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010265171,0.00032948965,0.000405905,0.00013679589,0.0000860909,0.000012555423,0.00041092664,0.00057087024,0.0038501183],"category_scores_gemma":[0.00005760488,0.00036117545,0.0001461989,0.00016765062,0.0001673657,0.000008506467,0.0001826913,0.00016841409,0.000016282705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00358336,0.00059420377,0.277216,0.0021566208,0.0029111127,0.00014432496,0.0014732389,0.0000711732,0.4591156,0.00092947675,0.001471267,0.25033364],"study_design_scores_gemma":[0.001966558,0.0010254169,0.08391923,0.00047631533,0.0017895931,0.00014158871,0.0046865596,0.00003788375,0.5676008,0.00014914111,0.33625188,0.0019550363],"about_ca_topic_score_codex":0.000068916816,"about_ca_topic_score_gemma":0.0004527706,"teacher_disagreement_score":0.33478063,"about_ca_system_score_codex":0.00003776368,"about_ca_system_score_gemma":0.00012095219,"threshold_uncertainty_score":0.999884},"labels":[],"label_agreement":null},{"id":"W846809396","doi":"","title":"OBSTETRICAL BRACHIAL PLEXUS INJURY: A NATIONAL CLINICAL PRACTICE GUIDELINE","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Clinical Practice; Brachial plexus injury; Brachial plexus; Medicine; Anesthesia; Physical therapy; Pathology","score_opus":0.03492977647830667,"score_gpt":0.32771970334831746,"score_spread":0.2927899268700108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W846809396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036693062,0.00019584638,0.00021260601,0.0008039929,0.0016112141,0.00061318494,0.000033092623,0.00019172051,0.99266905],"genre_scores_gemma":[0.03479389,0.00017854339,0.00937615,0.0042172004,0.0018552064,0.000004069336,0.0021304095,0.00010092772,0.9473436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690855,0.00022641242,0.0007389815,0.000773187,0.0009862153,0.00036667098],"domain_scores_gemma":[0.997418,0.00063046155,0.000523739,0.00034570246,0.0007683219,0.00031376],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036129064,0.00041843465,0.00070687645,0.0004919485,0.00014230973,0.00007991965,0.00036199394,0.00064980733,0.043494195],"category_scores_gemma":[0.0015950836,0.0004479741,0.00044922042,0.00079398387,0.000055941822,0.00035272737,0.00011954048,0.00084095704,0.0006279931],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051746876,0.0011060351,0.0076605133,0.00028238213,0.0008591603,0.0004890679,0.00015300252,0.000008800567,0.000015019969,0.009608925,0.3375441,0.6370983],"study_design_scores_gemma":[0.0033049495,0.00057653635,0.011464174,0.00015594714,0.0012542089,0.0000092396,0.0015585036,0.0001403099,0.000018310113,0.00007576956,0.9810303,0.00041175424],"about_ca_topic_score_codex":0.00011410272,"about_ca_topic_score_gemma":0.00019853232,"teacher_disagreement_score":0.6434862,"about_ca_system_score_codex":0.00027205556,"about_ca_system_score_gemma":0.00039546355,"threshold_uncertainty_score":0.9997972},"labels":[],"label_agreement":null},{"id":"W846842590","doi":"","title":"Productive Consumers / Consommateurs productifs","year":2013,"lang":"fr","type":"article","venue":"MacSphere (McMaster University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Thursday; Sociology; Art; Political science; Media studies; Advertising; Linguistics; Business; Philosophy","score_opus":0.030739316544204906,"score_gpt":0.21900844608742912,"score_spread":0.18826912954322422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W846842590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024872059,0.0017167903,0.000021585907,0.06800156,0.0030505515,0.001230152,0.000025714931,0.0001357506,0.90094584],"genre_scores_gemma":[0.01286101,0.00038789547,0.00046121146,0.00023196847,0.00035659468,0.0000036247495,0.00000845505,0.00002294092,0.9856663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975751,0.0003351134,0.00024278619,0.0006841009,0.0003624522,0.00080046593],"domain_scores_gemma":[0.9987374,0.00005964249,0.00019103839,0.00025407888,0.00038679768,0.00037103964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015829293,0.00034071144,0.00032144372,0.000080223144,0.00067386805,0.00020694897,0.0004845211,0.00028271653,0.52465963],"category_scores_gemma":[0.00005613701,0.00036106244,0.00012406043,0.0012885546,0.0016928198,0.0012393456,0.00022922028,0.00040200542,0.0031371927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000241534,0.00011044384,0.00398971,0.000043876273,0.00017996994,0.000044563178,0.006700072,0.000009833261,0.00007250364,0.010289391,0.34046075,0.6380747],"study_design_scores_gemma":[0.0004372551,0.000057309913,0.0012734779,0.00008939048,0.000089311194,0.000009328236,0.07031484,0.0000096482345,0.0003147286,0.00026363405,0.92667615,0.0004648952],"about_ca_topic_score_codex":0.013916083,"about_ca_topic_score_gemma":0.0015555137,"teacher_disagreement_score":0.63760984,"about_ca_system_score_codex":0.00067324855,"about_ca_system_score_gemma":0.0003595834,"threshold_uncertainty_score":0.9998841},"labels":[],"label_agreement":null},{"id":"W847026445","doi":"","title":"CHARACTERIZATION OF A POPULATION OF TUMOUR-INITIATING CELLS WITH STEM-LIKE PROPERTIES IN HUMAN PROSTATE CANCER","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Prostate cancer; Cancer stem cell; Stem cell; Characterization (materials science); Cancer; Population; Cancer research; Biology; Oncology; Medicine; Internal medicine; Cell biology; Materials science; Nanotechnology","score_opus":0.01769392934146419,"score_gpt":0.21713069089316053,"score_spread":0.19943676155169635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W847026445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98303914,0.00009806798,0.000005072353,0.000010939428,0.00011541365,0.0009438409,0.000060749466,0.00001730902,0.01570946],"genre_scores_gemma":[0.78027576,0.000115196344,0.00007117445,0.000011985709,0.00002651979,0.000007637016,0.00056633435,0.000038724076,0.21888669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988537,0.000052510626,0.0003618429,0.00028787207,0.0002620613,0.00018204018],"domain_scores_gemma":[0.99889135,0.0000065670215,0.0006426768,0.0001519247,0.00025082487,0.000056646706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048651207,0.00023084538,0.0005610161,0.00030243307,0.00003967796,0.000012300306,0.000087636516,0.00013380745,0.005060772],"category_scores_gemma":[0.0000014259554,0.00020749155,0.0000790381,0.0004244149,0.000034455166,0.00020869002,0.000020983218,0.00017878132,0.000001591989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011243657,0.00017228622,0.021066723,0.004241274,0.00014667954,0.000023793225,0.0035213085,0.000077488556,0.90036255,0.00002849927,0.000009062802,0.06922597],"study_design_scores_gemma":[0.005972252,0.00096771284,0.17541102,0.01190762,0.0012800964,0.000004225389,0.013644215,0.00016470258,0.78390086,0.0000040357513,0.0059496444,0.00079365214],"about_ca_topic_score_codex":0.004402694,"about_ca_topic_score_gemma":0.003984247,"teacher_disagreement_score":0.20317723,"about_ca_system_score_codex":0.00016616176,"about_ca_system_score_gemma":0.00015409244,"threshold_uncertainty_score":0.9958487},"labels":[],"label_agreement":null},{"id":"W848098427","doi":"","title":"Exploring the Relationship between HSV-2/HIV Co-Infection and Health-Related Quality of Life of Adult HIV-Positive Women: A Mixed Methods Study","year":2010,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Quality of life (healthcare); Virology; Gerontology; Psychology; Immunology; Environmental health; Nursing","score_opus":0.19968676110905034,"score_gpt":0.45449864427879544,"score_spread":0.2548118831697451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W848098427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96535635,0.000057207602,0.0002873359,0.00060405955,0.0005353628,0.0024821155,0.00016370688,0.00006382302,0.030450031],"genre_scores_gemma":[0.92599803,0.000077864155,0.00031444785,0.00006117326,0.00011144905,0.000055067627,0.00037255272,0.000054426175,0.07295501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887748,0.007979106,0.0014388872,0.0005527512,0.0005371921,0.0007173138],"domain_scores_gemma":[0.99118465,0.005562012,0.0016231282,0.000503622,0.0006352352,0.0004913419],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005107578,0.0003439726,0.0011129624,0.00049659883,0.0013215285,0.000013743966,0.0003374041,0.00057019375,0.002726232],"category_scores_gemma":[0.0015349094,0.00031020184,0.00015838855,0.001074627,0.00014900838,0.00028139536,0.00014588523,0.002965362,0.00004315614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008441098,0.0001718932,0.86807793,0.0030164137,0.00026424092,0.0000024104042,0.06244844,0.0000026914104,0.000034604494,0.00087349984,0.00023598895,0.06402777],"study_design_scores_gemma":[0.0019007756,0.00035014327,0.8867782,0.00058450666,0.00008250131,1.6319939e-7,0.10785213,0.000008016433,0.000042037434,0.00014420132,0.0020465928,0.00021077417],"about_ca_topic_score_codex":0.008899122,"about_ca_topic_score_gemma":0.0061253547,"teacher_disagreement_score":0.063816994,"about_ca_system_score_codex":0.0004594334,"about_ca_system_score_gemma":0.0013970614,"threshold_uncertainty_score":0.9999786},"labels":[],"label_agreement":null},{"id":"W848180720","doi":"","title":"Assessing the barriers and facilitators to food security that influence dietary changes among refugees","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food security; Refugee; Environmental health; Political science; Psychology; Geography; Medicine; Agriculture","score_opus":0.06397962757829549,"score_gpt":0.35822238008191887,"score_spread":0.29424275250362336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W848180720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88407755,0.00021675664,0.000014764149,0.00097154814,0.0009964978,0.0013362931,0.0001858352,0.00014931365,0.11205146],"genre_scores_gemma":[0.9003348,0.00008807581,0.0001042763,0.0012447063,0.00015317944,0.000025538808,0.00020760843,0.000050977407,0.09779084],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968213,0.00093609234,0.00036782795,0.0006917108,0.00042781825,0.00075525505],"domain_scores_gemma":[0.9977939,0.0004650824,0.00045250455,0.00048704393,0.00022719266,0.00057428837],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005013009,0.00045031006,0.00053613936,0.00030950442,0.003045477,0.00009486449,0.000573519,0.0007458351,0.009929316],"category_scores_gemma":[0.00020947182,0.00041208457,0.00010537928,0.00055347034,0.00017808379,0.0005838034,0.00029970994,0.0015081981,0.000094224226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008614952,0.00007664653,0.6848957,0.008281113,0.00066341547,0.00006177684,0.20312229,0.00015258827,0.000043161286,0.012664315,0.011810639,0.07736688],"study_design_scores_gemma":[0.00057504425,0.00026221134,0.24445258,0.0013114129,0.00020932296,5.752181e-7,0.16983403,0.000064702166,0.00001222868,0.0006503957,0.58204764,0.00057986955],"about_ca_topic_score_codex":0.0017103764,"about_ca_topic_score_gemma":0.06520973,"teacher_disagreement_score":0.570237,"about_ca_system_score_codex":0.0002819039,"about_ca_system_score_gemma":0.00030478855,"threshold_uncertainty_score":0.9998331},"labels":[],"label_agreement":null},{"id":"W848256114","doi":"","title":"“Never Say DIE!” An Ethnographic Epidemiology of Helicobacter pylori Infection and Risk Perceptions in Aklavik, NWT","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Department of Anthropology, McMaster University; University of Alberta; Aurora Research Institute; McMaster University; Arctic Institute of North America","keywords":"Epidemiology; Ethnography; Helicobacter pylori; Medicine; Gastroenterology; Sociology; Internal medicine; Anthropology","score_opus":0.022783301371192204,"score_gpt":0.233616753390183,"score_spread":0.2108334520189908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W848256114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97636914,0.0002160846,0.0000025632714,0.00010346728,0.00018360105,0.00026417497,0.00004811153,0.000039115377,0.022773752],"genre_scores_gemma":[0.72692555,0.0041979654,0.00015718678,0.00013059199,0.00038471184,0.000007669356,0.0015445092,0.000007204854,0.2666446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984524,0.00041077376,0.0002807589,0.00047906677,0.00009864287,0.00027830736],"domain_scores_gemma":[0.99926925,0.00013365006,0.00029183054,0.00008604921,0.00009443958,0.00012480786],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001713502,0.0002724583,0.00043077508,0.00008737977,0.00017255083,0.00001601415,0.0001846492,0.0005875339,0.021270657],"category_scores_gemma":[0.0000248996,0.00014035811,0.0001668889,0.0004619612,0.00009124159,0.0004688096,0.000055543704,0.0004627847,0.000028729852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015633434,0.00020378866,0.54281425,0.000060964685,0.00008842343,0.000016142478,0.0014178915,0.000011335935,0.0051007597,0.00023009423,0.00033998914,0.44956002],"study_design_scores_gemma":[0.00023651944,0.00031250186,0.92930275,0.000072714894,0.00010471474,0.000002758471,0.003215582,0.000023638051,0.000042761436,0.0003278792,0.06608021,0.00027798986],"about_ca_topic_score_codex":0.013481821,"about_ca_topic_score_gemma":0.093889125,"teacher_disagreement_score":0.44928202,"about_ca_system_score_codex":0.00003732984,"about_ca_system_score_gemma":0.00000898803,"threshold_uncertainty_score":0.9930875},"labels":[],"label_agreement":null},{"id":"W848630663","doi":"","title":"THE SCHOOL NUTRITION ENVIRONMENT: EXAMINING THE CONTEXT OF A HEALTH PROMOTION INTERVENTION","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Context (archaeology); Health promotion; Promotion (chess); Psychology; Environmental health; Medicine; Medical education; Political science; Public health; Nursing; Geography","score_opus":0.09749275066836478,"score_gpt":0.3445171658748944,"score_spread":0.24702441520652962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W848630663","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23289515,0.011509149,0.0015029737,0.013828849,0.010042617,0.028847082,0.0006854259,0.0005321382,0.7001566],"genre_scores_gemma":[0.328075,0.0022984983,0.000121713325,0.00023386478,0.00026164204,0.00012354477,0.001156011,0.000059548274,0.6676702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961383,0.0017116375,0.0008949829,0.00036409253,0.00038005962,0.00051098113],"domain_scores_gemma":[0.9972777,0.00034270243,0.001610154,0.00043507267,0.00019392799,0.00014045164],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008293567,0.00026906186,0.00040943045,0.00015681039,0.0029187826,0.000031646978,0.000497669,0.0004296661,0.043948118],"category_scores_gemma":[0.00008265123,0.00020775884,0.0001718242,0.0003064065,0.000118103286,0.00028766732,0.0001255714,0.0011729312,0.000537504],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007151014,0.00081139675,0.005373944,0.006446515,0.00035532413,0.0000044764543,0.028924787,0.000016807233,0.00006147,0.027602132,0.025122942,0.9045651],"study_design_scores_gemma":[0.0018849313,0.0005335396,0.013345533,0.0029198602,0.00012478526,6.80029e-7,0.24532281,0.00018006169,0.000020047846,0.00067718315,0.73473036,0.0002602266],"about_ca_topic_score_codex":0.002068767,"about_ca_topic_score_gemma":0.0052862037,"teacher_disagreement_score":0.90430486,"about_ca_system_score_codex":0.0006373243,"about_ca_system_score_gemma":0.00032631287,"threshold_uncertainty_score":0.9983793},"labels":[],"label_agreement":null},{"id":"W849247268","doi":"","title":"CHEMICAL AND GENETIC SCREENING APPLICATIONS OF A MICROFLUIDIC ELECTROTAXIS ASSAY USING NEMATODE CAENORHABDITIS ELEGANS","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Biology; Caenorhabditis elegans; Microfluidics; Nematode; Computational biology; Genetics; Ecology; Nanotechnology; Gene; Materials science","score_opus":0.011051196025125902,"score_gpt":0.1928527234743431,"score_spread":0.18180152744921718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W849247268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587932,0.00078759296,0.0023569714,0.00008590615,0.00005848814,0.00064579956,0.000065746084,0.00007890052,0.0371274],"genre_scores_gemma":[0.85021657,0.0009383561,0.0011676963,0.00010802055,0.00031263148,0.000014149166,0.0011900623,0.0000135584005,0.14603893],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897695,0.00006165781,0.00021667432,0.00036410763,0.00016388422,0.00021671457],"domain_scores_gemma":[0.99945426,0.00005751148,0.00026414063,0.00006454779,0.00009599511,0.00006351621],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044275283,0.00022595216,0.0003373668,0.000046231617,0.00019324619,0.000047317095,0.00023743705,0.00016184001,0.0039484324],"category_scores_gemma":[0.0000049905425,0.00013886669,0.00009658952,0.0004559526,0.00005449552,0.00008152678,0.00009279618,0.00012340926,0.000005280147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006579774,0.000044717468,0.00364706,0.00022963969,0.0001352363,0.000008134999,0.00011812418,0.0000010205704,0.5993434,0.0003267492,0.00024774417,0.39583236],"study_design_scores_gemma":[0.0011417823,0.00021527505,0.047573317,0.00067076815,0.0010865293,0.000026448359,0.007826508,0.0003366309,0.068463825,0.0002111725,0.87069535,0.0017523884],"about_ca_topic_score_codex":0.00019316268,"about_ca_topic_score_gemma":0.00034079168,"teacher_disagreement_score":0.87044764,"about_ca_system_score_codex":0.00002335163,"about_ca_system_score_gemma":0.000008048115,"threshold_uncertainty_score":0.9969621},"labels":[],"label_agreement":null},{"id":"W856321038","doi":"","title":"The Effects of Aging on Motion Perception in Healthy Older Adults","year":2012,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Perception; Psychology; Healthy aging; Cognitive psychology; Gerontology; Motion (physics); Physical medicine and rehabilitation; Developmental psychology; Medicine; Neuroscience; Computer science; Artificial intelligence","score_opus":0.012172751461797436,"score_gpt":0.2587560137030142,"score_spread":0.24658326224121677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W856321038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5247122,0.00033821122,0.00013500486,0.00007729393,0.0027687517,0.0009467764,0.0000058270252,0.00006603893,0.47094986],"genre_scores_gemma":[0.66213834,0.000095388496,0.000014440771,0.00007121928,0.0000990935,0.0000060908524,0.000087700464,0.000029349212,0.33745837],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983851,0.0004118226,0.0002490185,0.00038270373,0.00021578654,0.00035557212],"domain_scores_gemma":[0.9990677,0.0002176769,0.00025155663,0.00030879103,0.00006712362,0.000087127686],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015335142,0.0002522145,0.00026645284,0.0003069431,0.00014411977,0.00001742805,0.00024740785,0.0003747395,0.047001313],"category_scores_gemma":[0.000014384862,0.00023560577,0.00014038091,0.00039758306,0.00004091877,0.00010436092,0.000021828608,0.000436403,0.00040511708],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028780883,0.00033954624,0.002639718,0.0004248217,0.00004514784,0.000023231185,0.014936958,0.0000038045825,0.00023960535,0.0011659244,0.0011333245,0.9761698],"study_design_scores_gemma":[0.0034955414,0.00061516254,0.9194152,0.0009968795,0.000092863294,0.0000024285825,0.037845068,0.000022323638,0.000047931186,0.00001918657,0.037070375,0.00037708657],"about_ca_topic_score_codex":0.0004581694,"about_ca_topic_score_gemma":0.002483053,"teacher_disagreement_score":0.97579277,"about_ca_system_score_codex":0.00025926417,"about_ca_system_score_gemma":0.00003205245,"threshold_uncertainty_score":0.96077245},"labels":[],"label_agreement":null},{"id":"W857969186","doi":"","title":"Influences of Object-Based Selection on the Relation Between Attention and Visual Temporal Resolution","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministero dello Sviluppo Economico; McMaster University; Ontario Innovation Trust","keywords":"Selection (genetic algorithm); Relation (database); Cognitive psychology; Object (grammar); Computer science; Psychology; Artificial intelligence; Visual attention; Cognitive science; Data mining; Perception; Neuroscience","score_opus":0.04094336880938892,"score_gpt":0.27299830935213887,"score_spread":0.23205494054274994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W857969186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948842,0.000011563326,0.0008015404,0.000074972406,0.00018311395,0.0003363465,0.000015444992,0.00009183039,0.0496432],"genre_scores_gemma":[0.93413013,0.000026845932,0.00006657086,0.000073785,0.000053429492,0.0000014421073,0.00009728581,0.000020900954,0.06552961],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984344,0.00033477347,0.0002309964,0.00043503527,0.00039459582,0.00017019441],"domain_scores_gemma":[0.99922,0.00014191974,0.0004068923,0.000089430614,0.000088382316,0.000053384632],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012546126,0.00022337762,0.00021030965,0.0002801868,0.0004918346,0.000048943137,0.00015671887,0.00029427113,0.002532235],"category_scores_gemma":[0.000073380215,0.00019966636,0.00008718206,0.00069286214,0.00010689151,0.00025925614,0.000019222605,0.00034401266,0.000028725946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029442718,0.00042324796,0.022904718,0.0008031446,0.00008137418,0.000028018207,0.0031890655,0.00067543244,0.58798707,0.0052945833,0.00055996724,0.3751091],"study_design_scores_gemma":[0.0044975467,0.003855214,0.5509678,0.002489232,0.0006731073,0.00001993977,0.009453563,0.020117037,0.36839995,0.001203405,0.036042538,0.0022806649],"about_ca_topic_score_codex":0.000083931365,"about_ca_topic_score_gemma":0.0001319492,"teacher_disagreement_score":0.5280631,"about_ca_system_score_codex":0.00009566919,"about_ca_system_score_gemma":0.000116505595,"threshold_uncertainty_score":0.9983796},"labels":[],"label_agreement":null},{"id":"W86866108","doi":"","title":"Transitioning to Critical Care: An Exploration of the New Graduate Registered Nurse Experience","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing; Registered nurse; Medicine; Psychology","score_opus":0.15350538188640384,"score_gpt":0.39574865836498435,"score_spread":0.24224327647858052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86866108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034204323,0.00017440032,0.0028518606,0.0028887049,0.004152486,0.0019046869,0.000090165835,0.00016440728,0.953569],"genre_scores_gemma":[0.15170285,0.00004448265,0.0016508052,0.003245163,0.00037798556,0.000023028222,0.00033803275,0.00009164456,0.842526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976639,0.0005238636,0.00049057376,0.0004895728,0.00036488284,0.00046721313],"domain_scores_gemma":[0.9982,0.00011051462,0.00031660852,0.0006207012,0.0004265712,0.00032559107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010557618,0.00028765472,0.00043692283,0.00017051685,0.00076320383,0.000014463067,0.00062572316,0.00040971776,0.017166145],"category_scores_gemma":[0.00006899757,0.000264727,0.00016178617,0.00051329,0.00006628694,0.00090812123,0.000060722923,0.0006179719,0.00006226584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022095789,0.000133016,0.001972458,0.0032449812,0.000060460898,0.000050797928,0.7054733,0.000012370994,0.0006386829,0.02299553,0.014918662,0.24829017],"study_design_scores_gemma":[0.0014587991,0.00038466425,0.009096506,0.001410132,0.0003151703,0.0000012004917,0.5526625,0.0000049867363,0.000881949,0.00093546207,0.43216506,0.00068356],"about_ca_topic_score_codex":0.0020243616,"about_ca_topic_score_gemma":0.017692748,"teacher_disagreement_score":0.4172464,"about_ca_system_score_codex":0.00043091766,"about_ca_system_score_gemma":0.0016038758,"threshold_uncertainty_score":0.9999805},"labels":[],"label_agreement":null},{"id":"W893421819","doi":"","title":"Performance Characterisation and Cavitation Detection of Variably Angled V-Shaped Opening Ball Valves","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cavitation; Ball (mathematics); Ball valve; Materials science; Engineering; Mechanical engineering; Mathematics; Mechanics; Geometry; Physics","score_opus":0.007323784338494851,"score_gpt":0.17480685650569097,"score_spread":0.16748307216719613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W893421819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80201906,0.000068537345,0.004204853,0.0000025144234,0.00063632836,0.00032106126,0.000009461147,0.00012731472,0.19261084],"genre_scores_gemma":[0.95632094,0.00007731562,0.00018416603,0.0000037016366,0.000068295805,0.0000025589825,0.00019440262,0.00004000093,0.043108616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914116,0.0000648516,0.0002700305,0.00020914011,0.00015775378,0.00015704155],"domain_scores_gemma":[0.9994765,0.00004894655,0.00020619201,0.00013651348,0.00007521809,0.000056628534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001177929,0.00023122458,0.00034064616,0.0001888548,0.00007677294,0.000035093086,0.00012916252,0.00026016985,0.001664063],"category_scores_gemma":[0.000010892861,0.0002723614,0.00005733886,0.000226036,0.000015724048,0.00030456716,0.000015014578,0.00015579225,0.000018026045],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019575236,0.000022232576,0.0023692853,0.004553572,0.00031560785,0.0000056746712,0.007983136,0.0029451735,0.1540462,0.00011404112,0.000034055156,0.8274153],"study_design_scores_gemma":[0.004498619,0.00062847603,0.20614982,0.0041989433,0.0011386232,0.00003004584,0.014002267,0.6558688,0.030636352,0.000052704025,0.08022482,0.0025704901],"about_ca_topic_score_codex":0.00009363169,"about_ca_topic_score_gemma":0.00023107039,"teacher_disagreement_score":0.8248448,"about_ca_system_score_codex":0.00008346001,"about_ca_system_score_gemma":0.00002292441,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W901915251","doi":"","title":"Faith and Unfaith: Faith Maturity in Canada's At-Risk and Street-Involved Youth","year":2002,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Exeter; McMaster University","keywords":"Faith; Maturity (psychological); Political science; Sociology; Religious studies; Theology; Law; Philosophy","score_opus":0.02228187407374864,"score_gpt":0.25587747271479644,"score_spread":0.23359559864104779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W901915251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87815976,0.0007617987,0.0000021489523,0.000024017127,0.00031554163,0.0005669647,0.00045784801,0.00004383753,0.11966808],"genre_scores_gemma":[0.84952843,0.0011336629,0.0000358201,0.00003081489,0.00007719779,0.0000031359023,0.00040463966,0.000048919715,0.14873739],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975819,0.00050037686,0.00036967828,0.0006166526,0.00030734314,0.00062407716],"domain_scores_gemma":[0.9988096,0.00015789867,0.00039941428,0.00023689563,0.00010925812,0.00028693312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012953013,0.0004283608,0.0008460638,0.00017654033,0.00076854706,0.00002445825,0.00023758104,0.0006151186,0.013918699],"category_scores_gemma":[0.000024041612,0.00045217,0.00005358535,0.00037551112,0.00006109351,0.00016235963,0.00019097199,0.0011143524,0.000014115801],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022783194,0.00002995799,0.9141144,0.0007313322,0.000071899085,0.0001441867,0.030510074,0.0000021058547,0.0000015434845,0.00026029383,0.00016506758,0.053741284],"study_design_scores_gemma":[0.00155674,0.000033387874,0.23372126,0.00051489234,0.00015771936,2.4203123e-8,0.73980784,0.000051057013,0.000007345829,0.000046276313,0.02360744,0.0004960254],"about_ca_topic_score_codex":0.90914214,"about_ca_topic_score_gemma":0.99973834,"teacher_disagreement_score":0.7092978,"about_ca_system_score_codex":0.0011409011,"about_ca_system_score_gemma":0.00065710215,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W935032830","doi":"","title":"A comparison of telehomecare delivery models for congestive heart failure in three Canadian jurisdictions","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Telemedicine; General partnership; Business; Health care; Implementation; Medicine; Nursing; Medical emergency; Community health; Public health; Finance; Economic growth; Computer science","score_opus":0.06471218143904696,"score_gpt":0.30196555809864506,"score_spread":0.23725337665959811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W935032830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8520309,0.00034209297,0.014766214,0.010113355,0.0003379174,0.0034814223,0.0004149595,0.000121701414,0.11839148],"genre_scores_gemma":[0.9920187,0.0000031851475,0.00379217,0.00030792205,0.000050498147,0.0000051235934,0.0000869088,0.000015564674,0.0037199375],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902195,0.000033610308,0.00025258027,0.00021755577,0.00016184887,0.00031245267],"domain_scores_gemma":[0.9990167,0.000056472094,0.00008522008,0.00014571926,0.000288693,0.00040717173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010704893,0.000126678,0.00035562756,0.0003738469,0.000063722015,0.0000058742776,0.000087197324,0.000100749305,0.0017021965],"category_scores_gemma":[0.000022433405,0.00013707214,0.000059481783,0.00049484184,0.000058314334,0.0001896048,0.000026738313,0.00015498341,0.000005744232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007798547,0.00020081381,0.88401186,0.00023178007,0.00011369634,0.000051299416,0.0052501573,0.0014216129,0.00009400947,0.0034585777,0.02240401,0.08198232],"study_design_scores_gemma":[0.0149602,0.0024028555,0.066999145,0.00030235838,0.00035698965,0.00002764497,0.051156085,0.020423083,0.00046409774,0.00079112966,0.8417338,0.0003826044],"about_ca_topic_score_codex":0.045737814,"about_ca_topic_score_gemma":0.53124744,"teacher_disagreement_score":0.8193298,"about_ca_system_score_codex":0.0004275644,"about_ca_system_score_gemma":0.0007687842,"threshold_uncertainty_score":0.99921036},"labels":[],"label_agreement":null}]}